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Unemployment insurance data validation software and policy guidance

Summary ETA set out how state unemployment insurance agencies were to validate the figures they reported to the federal government. It introduced new software and a three-year validation cycle, with annual validation of GPRA measures and next-year revalidation of failed items. Two later changes updated the program; ETA now lists the original letter as Canceled.
Document
Federal guidance
Agency
U.S. Department of Labor, Employment and Training Administration (ETA)
Document number
UIPL No. 22-05
Date issued
April 28, 2005
Status
Withdrawn
ETA lists this letter Canceled as of October 25, 2026; its printed expiration date was April 28, 2006. Change 1 (2006) and Change 2 (2008) later updated data validation activities.
Status last verified October 25, 2026

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This document has been withdrawn
ETA lists this letter Canceled as of October 25, 2026; its printed expiration date was April 28, 2006. Change 1 (2006) and Change 2 (2008) later updated data validation activities. It no longer reflects the agency's current position. Treat this page as historical context, not current guidance, and verify current law before relying on anything here.
About this page: The full text below is the official document from U.S. Department of Labor, Employment and Training Administration (ETA). Ezel adds the plain-English summary and tracks the document's status. The official source linked on this page is authoritative for any reliance.

U.S. Department of Labor
Employment and Training Administration
Advisory System
Washington, D.C. 20210
Classification: Data Validation
Correspondence symbol: OWS/DPM
Date: April 28, 2005
Rescissions: None
Expiration date: April 28, 2006

ADVISORY: UNEMPLOYMENT INSURANCE PROGRAM LETTER NO. 22-05

TO: STATE WORKFORCE AGENCIES

FROM: CHERYL ATKINSON /s/
Administrator
Office of Workforce Security

SUBJECT: Unemployment Insurance Data Validation (UI DV) Program Software and Policy Guidance

  1. Purpose. To provide policy guidance on how the data validation program will be administered and information about the characteristics of UI DV software currently under development.

  2. References. Unemployment Insurance Program Letter (UIPL) No. 03-01, “Unemployment Insurance Data Validation (UI DV) Program Update and Implementation Plans” (October 23, 2000); UIPL 14-02, “Unemployment Insurance Data Validation (UI DV) Program Implementation Plan” (February 22, 2002); UIPL 10-03, “Unemployment Insurance Data Validation (UI DV) Status and Guidance for Fiscal Year (FY) 2003” (December 16, 2002); UIPL 28-03, “Call Memo for the Fiscal Year (FY) 2004 Unemployment Insurance (UI) State Quality Service Plan (SQSP),” (July 2, 2003); UIPL 3-04 “Unemployment Insurance Data Validation (UI DV) Program Status and Guidance,” (November 21, 2003); UIPL 26-04, “Call Memo for the Fiscal Year (FY) 2005 Unemployment Insurance (UI) State Quality Service Plan (SQSP),” (June 24, 2005).

  3. Background. The UI DV program is a cost-effective means of ensuring the accuracy of data on UI reports required by the Employment and Training Administration (ETA). These reports are used for performance measurement as well as budget formulation and allocation. Beginning in 2002, validation activities were facilitated by PC-based software produced by Mathematica Policy Research, Inc. (MPR). ETA has developed validation software to run on the Sun computers resident in the states to replace the PC-based software developed by MPR. The Sun-based software has been extensively tested and will soon be released.

  4. Software Development. The Sun-based software implements the same DV concepts and functions as the MPR-developed DV software. It uses the same logical structure to validate the same report cells as the MPR software, uses the same investigation techniques for the samples, and accepts the extract files developed for the MPR software.

The new software makes several improvements over the MPR prototype, many of them in response to comments from users of the MPR software, including:

  • Reduced Data Entry Unlike the MPR software which requires states to hand-enter values from the ETA required reports being validated, the new software will automatically retrieve reported values from the state’s electronic copy of the required reports submitted to ETA.
  • Easier Submissions Validation results will be uploaded to the national database once the state indicates that they are complete--the same way UI required reports are updated. This avoids the effort and technical issues currently associated with exporting results from state DV software and archiving them at ETA.
  • Standardized Reports ETA is developing a suite of UI DV output reports summarizing validation results. States will be able to display their own validation results in ETA’s report formats, making technical assistance easier.
  • Improved Structure To better reflect the uses made of UI benefits report data, some report cells were grouped differently for pass/fail purposes, a random sample was added and other samples were redefined.

The attachment, “Administration of Unemployment Insurance Data Validation,” explains the basic logic of UI DV and shows how the structure of validation will change coincident with the move from the MPR PC-based software to the Sun-based software.

  1. Administering UI DV. Data validation is a systematic procedure for assessing the accuracy of UI required reports. All states must operate this system in order to determine the accuracy of required reports and, if necessary, to help improve reporting accuracy. UI DV subjects reported counts and their underlying data to a series of tests with attendant pass/fail criteria. States will conduct UI DV every three years, with the following three exceptions:

• Government Performance and Results Act (GPRA) data must be validated annually. These are: o Timeliness of First Payments (Benefits Population 4, New Intrastate and Interstate Liable First Payments, group and random sample); o Timeliness of New Status Determinations (Tax Population 3, Total New Status Determinations and New < 90 Days); o Detection of Overpayments (Benefits Population 12, group 227 Total $ Established and Total $ Established random sample); and o Reemployment of UI Claimants (when measure is in place)--Benefits Population 4, New Intrastate and Interstate Liable First Payments, group and random sample).

• Validation Failures. Pass/fail groups and report items, benefits random samples, and tax sorts and File Integrity Validation (FIV) samples that fail to pass validation must be revalidated within one year. o For benefits validation results submitted prior to implementation of the Sun-based software, pass/fail determinations will be made on the basis of the groups and random samples defined under the MPR software. In the MPR structure, groups and sample scores are independent. If a group fails, the population for which it belongs must be validated again within a year. If a random sample fails, the sample must be validated again within a year. It is expected that any causes for failure will be corrected before validating groups or samples again. o For benefits validation results derived from the Sun-based software, pass/fail determinations will be made using the revised structure of groups and random samples. In this revised structure, 16 random samples relate directly to pass/fail groups. For these groups, if the random sample fails to pass validation not only must the sample be revalidated within a year but also the report validation must be repeated because the counts cannot be considered reliable. This generally implies the need to correct data quality problems in the extract file or the underlying database. o For all tax validation results obtained using both the MPR and Sun software, pass/fail determinations will be made on the basis of the report items, sorts and FIV samples as defined under the MPR software. The tax structure has not changed. In tax, if any validation counts/dollars, sort or FIV sample within a population fail validation, the entire population fails and must be validated again within a year.

• UI Required Reports Produced by New Reporting Software. When states revise or replace software that could affect the data in required reports, reports produced by that software should be revalidated within one year.

  1. Other Aspects of Data Validation. The preceding sections describe the bulk of data validation, the most complex and automated portions. UI DV has two sets of other requirements, described in Modules 4 and 5 of the validation handbooks, which involve different and much less automated processes. Although previous implementation instructions have not emphasized these requirements, they are an integral part of the validation design.
  • Validation of the universes and sampling methods used to identify the samples used for the Benefits Timeliness and Quality (BTQ) nonmonetary determinations and Lower Authority Appeals quality reviews and the Tax Performance System (TPS) Acceptance samples for Status Determinations and Field Audits (Module 4). These areas will be validated every third year, unless the universe from which the sample is drawn is not within ±2% of the reference report count. In that case, the universe match must be repeated the following year. o Sample Selection. In all cases, if the validation finds that the sample selection is not random, a new sample must be drawn and shown to be random before the review can proceed. Module 4 of the Data Validation Handbook outlines the procedures for determining whether a sample is random. o Timing. Because the validation of the sample must precede the BTQ or TPS review, validation must occur as soon as the appropriate sample can be drawn. These reviews are to be done according to the following schedule:
  • For the TPS field audit acceptance sample, when the data for the third quarter of the calendar year become available ; and ▪ For the TPS status determinations review, as soon as the calendar year’s data are available to draw the annual samples.
  • Validation of the BTQ quality samples may be done in advance of any quarterly review during the validation year.

• Wage Item Validation (Module 5). Wage items reported on the ETA 581 report (a workload item) must be validated every third year.

• Procedures Under Exploration. In addition to validating the random selection of the BTQ and TPS samples, the full validation design was intended to include supplemental reviews of data quality based on findings from those sample reviews. TPS acceptance samples were to be used to assess the accuracy of data on field audits and status determinations in the states’ tax databases. Similar information on nonmonetary determinations was to be obtained from BTQ quality samples, e.g., were the correct date of detection and outcome entered into the state’s database. This aspect of the validation design remains under development. We will explore whether, and how, these should be incorporated into the tax and benefits validation processes at a later date.

  1. Actions and Policies in FY 2005. Two major transitions for UI DV will occur during FY 2005: the replacement of the MPR software with Sun-based UI DV software, and the synchronization of the validation schedule with the SQSP performance year.

a. Installation of the Sun-based Software. A tutorial will be released about the same time as the new software. State data validation coordinators should carefully review the tutorial prior to using the new software. The Benefits and Tax UI DV handbooks will be revised to reflect the software changes and the content of this UIPL. Formal training in the new software will be offered through the Minnesota Training Center this summer.

b. The Validation Year Concept. With implementation of the Web-based software, DV will begin using a “validation year” that corresponds with the SQSP performance year. Validation activities will relate to reports submitted for the 12-month period from April 1 through March 31, and hence, extracts must be constructed with data from this period. Although states may validate the validation-year data at any time, reports of those validation results must be submitted by May 10, to enable integration into the upcoming SQSP process. The tax report (ETA 581) data for the quarter ending March 31 are not due to the national office until May 20. Thus, to meet the submission deadline, tax validations must be performed for one of the quarters ending June, September, or December.

c. Actions during FY 2005. March 31, 2005, marked the end of validation year 2005.
• Although states are urged to begin familiarizing themselves with the new validation software as soon as it is released, the MPR prototype software must be used for validations officially submitted for validation year 2005. These validations must be submitted by June 30, 2005 (no MPR results will be accepted after June 30). Passing validation during validation year 2005 will permit a fresh start using the new software and structure for the next validation cycle.

• To enable all DV reports to be processed in time for the FY 2006 SQSP, reports must be submitted by June 30, 2005.

• All validation results submitted for report periods March 31, 2005, and earlier will be considered done in validation year 2005. o Except for GPRA elements, benefits groups and random samples, and tax populations that pass both data element validation and report validation as of March 31, 2005, will be due for revalidation during validation year 2008, i.e., results must be submitted by May 10, 2008.

• If not already completed, Module 4 and 5 validation reports are to be submitted by May 10, 2006.

d. Validation Year 2006. April 1, 2005, began the new permanent validation cycle.

• This validation cycle includes UI reports for the months or quarters for the period April 1, 2005, through March 31, 2006.

• These validations must be done using the new software. This would involve a new benefits structure, as explained in the attachment to this UIPL and in the revised handbooks.

• The following validations are required to be done during validation year 2006, and submitted by May 10, 2006: o GPRA elements; o Any reports produced with new state reporting software during validation year 2005 and not previously validated, as noted in (5) above; o Benefits groups and random samples for report periods up to March 31, 2005, that did not pass as of June 30, 2005. In case there have been changes in benefits groups or random samples that failed to pass validation under the old software, states conducting a revalidation using the new software should use the closest approximation under the new software alignment. Use Tables 1 and 2 of the Attachment as a guide. o If Benefits Population 14 must be resubmitted during validation year 2006, the new random sample added in the revised validation structure must be completed along with the summary validation. o Tax populations containing groups or report items that did not pass report validation or components of data element validation that did not pass by June 30, 2005; and o TPS and BTQ quality sampling reviews not completed during validation year 2005.

• Although reports for validation year 2006 must be submitted by May 10, 2006, states are encouraged to submit validation results as soon as they are completed.

Summary of Validation Requirements for Validation Years 2005 and 2006
Validation Program          UI Reports       Latest         Validation        Software to
Year                        for the Period Report Due       Due               be Used
           Benefits         Through          May 1, 2005 June 30, 2005 MPR
                            3/31/2005
2005          Tax           Through          May 20,        June 30, 2005 MPR
                            3/31/2005        2005
              Benefits      4/1/2005 –       May 1, 2006 May 10, 2006 Sun
                            3/31/2006
2006          Tax           4/1/2005 –       May 20,        May 10, 2006 Sun
                            3/31/2006        2006*
*In order to be submitted timely, tax validations for FY 2006 and later years must be for
either the June, September, or December quarters.
  1. DV Contacts. Please refer questions to your regional office DV coordinator. The Web site maintained for the DV program can be accessed at www.ows.doleta.gov/dv. This site is also the source for the MPR UI benefit and tax validation software and accompanying documentation and for all updates of materials related to UI data validation. Technical support for the software is available by calling the Office of Workforce Security Technical Support Hotline at 1-800-473-0188.

  2. Actions. State Workforce Agency Administrators are requested to:

• Distribute this advisory to appropriate staff;

• Ensure complete implementation of UI data validation or establish a schedule for completion; this includes the activities described in Modules 4 and 5 of the Handbooks;

• By June 30, 2005, send results of validations done using the MPR software to the national office ([email protected]), with a copy to the appropriate regional office DV coordinator;

• Identify technical issues, administrative issues or other barriers that may impede implementation of the complete DV program and review this situation with appropriate regional office staff to devise workable solutions;

o Although it is strongly urged that states devote resources to implementing UI DV, in cases where this is not feasible, conduct the Workload Validation program in accordance with DOL policy and submit workload validation results to the regional office unless the national office grants a waiver based on the regional office’s recommendation; and

• Ensure that validation staff makes preparations to transition to the Sun-system software, including contacting Sun-system administrators to establish a Sun account and permissions.

  1. Attachment. Administering Unemployment Insurance Data Validation.

Attachment (official PDF): https://www.dol.gov/sites/dolgov/files/ETA/advisories/UIPL/2005/UIPL22-05_Attach.pdf

Administration of Unemployment Insurance (UI) Data Validation (DV)

A. Data Validation System Overview.

At various intervals, ranging from weekly to annually, states submit information to the national office on over 40 required reports. Most of this information consists of summary counts of their UI-related transactions (e.g., initial claims taken) or statuses (e.g., active employers). In conjunction with Employment and Training Administration (ETA) staff, Mathematica Policy Research, Inc., (MPR) designed an automated system to validate or assess the accuracy of most of the key summary count data on 13 of the UI required reports (UIRR) that supply workload data or data used for key performance measures: ETA reports number 207, 218, 227, 581, 586, 5130, 5159, 9050, 9051, 9052, 9053, 9054, 9055. States also supply the results of individual sample reviews of the quality of nonmonetary determinations on the ETA 9056 report and of the quality of Lower Authority Appeals decisions quality on the 9057 report, and of Tax Performance System (TPS) acceptance samples. These “micro-database” reports are validated differently from reports of summary counts.

Since 2002, UI DV has been facilitated through the use of standardized software that handles processing and reporting for summary count validation and facilitates reporting for quality sample validation and wage item validation. At present, states use PC-based software developed by MPR. Software developed by Office of Workforce Security (OWS) to run on the state Sun machines used for UI required reporting is scheduled for release in April 2005 and states must begin using it after June 30, 2005.

There are three components to validation, depending on the type of report validated:

• Validation of Summary Counts. This covers validation of selected report cells on the first group of 13 required reports noted above. There are two dimensions to validating summary counts: report validation (RV) and data element validation (DEV). Modules 1, 2 and 3 of the DV Benefits and Tax Handbooks explain validation of summary counts, which is the most complex and most highly automated. The standardized software is designed to support this aspect of validation.

• Validation of Quality Samples. Validation of the Benefits Timeliness and Quality (BTQ) quality samples for nonmonetary determinations and lower authority appeals and three of the TPS acceptance samples involves ensuring that their samples are random and are drawn from the correct universes. This approach is explained in Module 4 of the handbooks. Both the MPR and OWS software merely serve as the vehicle for transmitting the results of this largely manual validation process.

• Validation of Wage Items. Wage items are counts of records of employed individuals that employers submit on UI wage records. The validation procedure is designed to ascertain whether the agency is correctly counting what the agency receives from employers; it cannot ascertain whether employers submit accurate information. Because the wage item submissions are not fully automated, the procedure relies on recounting small portions (a day’s worth or a batch) of wage items from employer reports. Module 5 of the Tax Validation Handbook explains the validation procedure. Both the MPR and OWS software support this review by allowing the validator to record the data from this review and transmit them to the National Office.

B. How Data Validation Is Administered

States are required to validate certain reports data every third year, except for data elements used for GPRA measures, which are validated annually. The basic cycle presumes that the validated items pass validation; items that do not pass must be revalidated the following year. The State Quality Service Plan (SQSP) is the vehicle through which states submit plans to implement validation or to revalidate failed items.

The UI DV cycle will use a “validation year” concept. The “validation year” will coincide with the SQSP performance year. Validations pertaining to any reporting activity for the 12-month period that begins April 1 and ends the following March 31 will be considered a part of the same validation year. (Because the ETA 581 report for March quarter is not due until May 20, to be submitted by May 10 tax validations must be done for the quarters ending July, September, or December.) Validation reports for the validation year must be submitted to the national office by May 10, except for validation reports for validation year 2005, which are due by June 30, 2005.) This will allow sufficient time for data validation results to be included in the SQSP process.

The critical variable for the state’s validation cycle is which validation activities must be included in the SQSP because they did not pass validation in the just-completed validation year. The details of this determination depend on the structure of pass-fail groups and random samples. For benefits DV, this structure will change when states cease using the MPR software and begin using the OWS software. The bulk of this attachment, Section C below, addresses the difference between the MPR and OWS structures.

March 31, 2005, was a watershed date. It marked the end of validation year 2005. These are the main differences between validation year 2005 and all subsequent validation years:

• Validation Year 2005
o States must use the MPR software for validation year 2005 validations, and pass and fail will be determined using MPR categories. o All UI DV results for report periods through March 31, 2005, are considered to be part of validation year 2005. o All validation year 2005 validation reports must be submitted to the national office by June 30, 2005. No validation results submitted with the MPR software after this date will be accepted. o Except for GPRA elements, passing validations for validation year 2005 do not need to be repeated until validation year 2008 and submitted until May 10, 2008.

• Validation Year 2006
o This year includes all validations for report activities for April 1, 2005, through March 31, 2006 (April 1, 2005, through December 31, 2005, for tax to be submitted timely). o Items validated during validation year 2006 include GPRA elements, items that failed validation in 2005; and items not previously validated (including Module 4 and 5 validations). o Validations will use the OWS software, and results must be submitted by May 10, 2006. o Subsequent validation year cycles will follow the 2006 pattern.

The following sections of this attachment address the three components of validation: Section C is the validation of summary counts; Section D, validation of quality samples; and Section E, validation of wage items.

C. Validation of Summary Counts.

  1. Basic Approach.

Although UI reports typically combine more than one type of transaction, for the sake of efficiency the MPR DV system examines all UI transactions or statuses by type; each general type is called a “population.” For validation purposes, it defines 15 benefits populations; these enable the validation of 1,227 report cells on 12 benefits reports. There are five tax populations, which relate to 45 report cells, all on the ETA 581 report.

The key building block of the MPR analysis is the subpopulation. A subpopulation is a unique subset of records within a population, which have certain defined characteristics, e.g., final UI payments that were made for the state’s maximum duration. There are 349 benefits and 46 tax subpopulations, which the DV system combines to validate approximately 1,272 report cells.

a. Steps in the Validation Process. The state first constructs extract files to compile all pertinent transactions for the desired report period. The extract files are built according to MPR’s record layouts and follow the state-specific instructions in Module 3 and Handbook 401 reporting instructions. Each transaction contains the necessary characteristics or dimensions that enable the DV software to classify it into the appropriate subpopulation. Each transaction falls into only one subpopulation, but given the nature of UI reporting, it may be aggregated into the counts of several report cells.

  1. Benefits Validation.

After extract files for benefits populations are loaded into the system, benefits validation proceeds in two stages:

• Report Validation (RV). The software counts all transactions within a subpopulation and combines subpopulations into corresponding report cells. The validation counts are compared with reported counts, and the reported counts are considered valid if they fall within the established acceptable tolerance (± 1% for groups that include data used in Government Performance and Results Act (GPRA) measures and key time-lapsed variables and ± 2% for all other groups).

• Data Element Validation (DEV). Portions of the extract files used to compute the validation counts for RV are also used as sampling frames for drawing random and “non-random” samples. The purpose of the samples is to determine whether the data elements in the extract file represent the appropriate information and are consistent with the source files from which they were derived, and thus whether the validation counts can be trusted to reflect the state’s activity according to Federal reporting requirements. They are the means for verifying whether, for example, every UI first payment for a full week of unemployment included in the extract file is truly a first payment; it is for the UI program; and it is not a partial payment. For the most important sets of transactions, benefits validation relies on random samples of 100 or 200 cases taken from the extract files, from which an inference can be made to the extract-file universe. The random sample’s universe is considered valid if it contains no more than 5% misreported transactions. Random samples are examined in two steps. First, an “acceptance sample” of the first 30 of 100 or 60 of 200 cases is reviewed. The remaining cases are reviewed only if the result of the acceptance sample review is not clearly a pass or fail. The other sample types—Minimum, or Missing Subpopulations, or Outliers--are smaller, comprising 1 to 10 transactions of each type. They may be selected randomly from selected subpopulations or as outliers of a sorted population. Although they are too small to tell whether a subpopulation passed or failed, their purpose is the same as the 100- or 200-case random samples: to indicate whether system documentation supports the characteristics of the transactions in the extract file.

  1. Tax Validation.

The logic of tax validation is somewhat different. Instead of relying on random samples to tell whether the extract file used for RV has been properly constructed and contains correct data, the entire extract file is subjected to a series of automated and manual DEV tests to eliminate errors and determine whether it contains only transactions that meet Federal definitions. These tests are:

• The software tests each transaction to determine whether: it contains all necessary data elements; all data conform to specified coding conventions; it is not a duplicate; and it meets all parameters. Transactions that fail to meet all tests are removed for examination by the validator.

• Two transactions from each subpopulation are selected and each data element is checked against system documentation to test whether the extract file’s data match the data in the state database. If any transactions fail this File Integrity Validation (FIV) review, the extract file must be reconstructed under the assumption that, in highly automated processes, the errors are likely to be repeated. Because a failure of a FIV case requires that the extract file be rebuilt, the software produces a Pass or Fail designation for FIV samples even though they are not the size of benefits random samples.

• Some states embody information in the coding structure of certain elements in the extract file. For example, they may use certain values of the Employer Account Number for contributory employers and others for reimbursing. A secondary test to determine whether transactions in the extract file that have passed all the initial logic tests are properly classified is to sort them by these elements that state-specific supplementary codes. If the transactions are properly classified, the coded elements will all be within the ranges designated by the state.

The process of building an extract file, making an RV comparison between reconstructed and reported counts, and performing the DEV tests often involves multiple iterations. Only when the file passes all these checks can the validator have confidence that the extract file is correct and can treat the RV totals from it as the standard for judging reported counts. Thus, for a reported count to pass RV, the extract file must have passed all DEV tests.

  1. Validation in the MPR Software Environment.

a. Description of the MPR Environment. In the current MPR PC-based environment:

• States prepare extract files by population (15 benefits, 5 tax) and load them for analysis and processing by the standard DV software.

• States manually enter all reported counts.

• The MPR software performs various edits on the extract to remove invalid and duplicate transactions, sorts all transactions into subpopulations and maps these into sets of counts that correspond to report cells, and then computes differences between validation and reported counts.

• For benefits validation it:
o Creates 37 RV pass/fail groups within the 15 benefits populations that are used to determine whether reports pass report validation; o Draws 16 random samples and various “non-random” samples that are examined. The non-random samples are either minimum (which consist of 2 transactions for certain subpopulations), or missing subpopulation (which consist of one transaction from each subpopulation not represented in the random sample) or outliers (which may include the same subpopulations selected in the random samples and consist of extreme values).
▪ Only seven of the 16 random samples are drawn from the same sets of transactions constituting the RV pass/fail groups identified in the software system.

• For tax validation:
o There are 39 RV pass/fail levels within the 5 tax populations that determine whether reports pass report validation. All but two of these are single report cells; o There are no large random samples from which pass/fail inferences can be made to a population for DEV purposes. Instead, for an RV pass/fail group to pass validation, the extract file used for the validation count must pass all DEV tests described above in c (3).

• The MPR software produces two sets of output reports that states transmit via e-mail to the OWS national and regional offices as evidence that they have completed validation: o The RV output reports are summarized by population. They provide all validation counts, reported counts, count and % differences, and they indicate pass/fail at the selected levels. o The DEV output reports are also summarized by population and provide a summary of the sample reviews and results.

o States submit the validation output reports to the national and regional offices by population. RV and DEV results are submitted separately. o Early versions of the software had the option of exporting the results as Excel spreadsheets or PDF files; later versions provided a text-file option, which we encouraged so that the reports could be more readily entered into a national office Access database.

b. Administering the DV Process in the MPR Software Environment. Whether a portion of validation passes and is good for three years, or must be redone and resubmitted during the next validation year depends on the following scoring rules:

• Benefits RV
o The national office tracks results for 15 benefits populations. The state prepares an extract file for each population, and enters all reported counts. The software produces validation counts for every report cell and produces group tallies and the differences in group counts from which pass and fail are determined. Because validations are done by population, and the process is largely automated once the extract file is loaded, the DV software is designed to submit all RV results by population. The consequence is that although pass or fail is determined by whether key groups meet the validation criteria, results of a revalidation cannot be submitted for only the failing group; the state must submit redone report validation results for the entire population the next validation year. This leads to the following rules for conducting validations:

  • If all groups within the population obtained a pass score, the state does not have to submit population results for three years, i.e., until May 10, 2008 (unless the population contains a GPRA element, i.e., populations 4 and 12, in which case population results must be submitted every validation year).
  • If at least one group within the population fails validation in validation year 2005, then the state must revalidate the entire population and submit RV results by May 10, 2006. For example, if the group “New Intra Total” claims—one of seven groups in Population 3, Claims--failed in a state during validation year 2005, the state would have to repeat RV for Population 3 during validation year 2006 and submit those new RV results by May 10, 2006. This would include all results for Population 3, even those groups that passed in 2005.
  • In the case where at least one group within the population is missing data, the population will be flagged as incomplete and the state must resubmit results for the entire population as soon as possible. Failure to resubmit the completed population by June 30, 2005, will cause the missing group to be assigned a fail score.
  • Since the Sun-based software generates a new random sample for population 14, when the population obtains a fail overall score states are required to revalidate both the RV and DEV components of it by May 10, 2006.

• Benefits Data Element Validation (DEV)
o The states submit data for random and non-random samples, but only the 16 random samples are scored (i.e., samples 1, 2, 5, 7, 11, 12, 16, 18, 20, 23, 28, 30, 33, 35, 39, and 40 in Table A.1 of the Handbook). Since the software provides for the individual submission of samples, each random sample will be scored and handled individually.

  • If the number of cases in error indicates that the universe error rate is less than or equal to 5% then the sample obtains a pass score and the results are valid for three years unless the sample includes a GPRA element (samples 18 and 39). The states will need to resubmit results by May 10, 2008.
  • If the number of cases in error indicates that the universe error rate is greater than 5%, then the sample obtains a fail score and the state has to resubmit results for that sample by May 10, 2006. Sample results are not “linked” to RV groups under the MPR software, even for the seven random samples drawn from the same populations as RV groups. Thus, if the random sample fails, the state must only resubmit the random sample and not the related RV group and population. Sixteen samples and groups are linked under the OWS software, however. See 3b below.
  • In the case where at least one group within the population is missing data, the population will be flagged as incomplete and the state must resubmit results for the entire population as soon as possible. Failure to resubmit the completed population by June 30, 2005, will cause the missing group to be assigned a fail score.

• Tax Validation
o In tax, report validation is linked with data element validation. Because DEV checks that the extract file was constructed properly, all tests must be passed to indicate that the extract file is valid. As with benefits, the software constrains the user to submit a population in its entirety. This results in the following rules for revalidation and resubmission of validation results:

  • If all DEV and report validation items within the population obtained a pass score, then the population obtains a pass, and the state does not have to submit population results for three years, i.e., by May 10, 2008 (except for Population 3, which contains a GPRA element: Population 3 results must be submitted every validation year independently of the score).
  • If any DEV test fails, the population must be revalidated in the next validation year and the state has to resubmit population results by May 10, 2006.
  • If any report validation element fails, even if all DEV tests pass, the population must be revalidated in the next validation year and the state has to resubmit population results by May 10, 2006.
  • In the case where at least one group within the population is missing data, the population will be flagged as incomplete and the state must resubmit results for the entire population as soon as possible. Failure to resubmit the completed population by June 30, 2005, will cause the missing group to be assigned a fail score.
  • Because the ETA 581 report for the March quarter is not due until May 20, tax validations must be for the quarters ending July, September, or December to be submitted by May 10.
  1. Validation in the Sun-based Software Environment

a. Description of the OWS Sun-based Software Environment. The basic population/subpopulation structure of UI DV and the number of report cells validated will remain unchanged, and states will not have to modify their extract files. Several changes have been made in the structure of benefits samples and RV pass/fail groups, however, that affect how the system can be administered and operated. Tables 1 and 2 compare the structure of groups and samples under the MPR and Sun versions of the benefits software (the tax structure is the same for both software environments). Table 3 gives detail on samples and pass/fail groups for the Sun environment. For sixteen random samples, the universe for the random sample is the same as one or more RV pass/fail groups (i.e., there is a 1:1 relationship between them). These relationships are highlighted. The main changes are:

• Many of the benefits RV pass/fail groups have been redefined to better align with key measures and workload items and to emphasize groups of report cells that are generally important from a programmatic standpoint. There are now 68 such benefits groups. o The tax validation structure is unchanged.

• Some of the benefits random samples have been reconfigured to align with the RV pass/fail groups, and a new random sample has been added for population 14. In the new structure, there will be 17 random samples instead of 16. Non-random samples are drawn partly in response to observed omissions in the samples and may result in different numbers of sample data sets.

• Sixteen of the random samples have a 1:1 relationship with RV pass/fail groups. As described in the next section, this affects the scoring rules for determining when validations must be repeated the following year.

• Although the basic reports summarizing quantitative and qualitative results will remain largely the same as those currently transmitted to the national office as output reports from the MPR software, a suite of reports summarizing validation results for key performance measures and workload items will be developed to track and summarize the DV progress more easily.

• The software will automatically retrieve and load the report counts to be validated from the state’s copy of the UI reports database (UI DB), eliminating the need for data entry.

• Instead of states submitting results by e-mail, the results from completed validations will be picked up from the state Sun machine and transferred to the UI DB from which reports can be produced.

• To minimize repeat validation effort, the software allows random samples to be drawn and submitted individually. Like the MPR software, it does, however, require that all RV calculations in a population be completed and submitted as a bloc. This process is not labor-intensive, because the extract file must be prepared in any case for the entire population and the software produces all validation counts and obtains reported all counts.

b. Administering the DV Process in the Sun Software Environment. The scoring rules for determining whether a portion of validation passes and is good for three years, or must be redone and resubmitted within the next validation year, are basically the same as the rules used with the MPR software. Like the MPR software, the Sun-based software also requires that all report validations for a population be submitted as a bloc. The essential difference in scoring involves the 16 benefits groups for which a 1:1 relationship exists between a benefits RV pass/fail group and a random sample. For these groups, RV will be linked to DEV, and

• If the random sample fails, the random sample and the RV pass/fail groups in the population must be revalidated within one year. (UI DV’s predecessor, Workload Validation, applied the same principle.)

• If the random sample passes but the related RV group fails, only the RV for the population must be repeated next year.

There is no link between the other random sample findings and the RV groups that do not have a 1:1 relationship, because of the uncertainty in making inferences from samples to specific RV groups. Therefore, a failure of the random sample has no implications for the pass/fail determination made on the RV groups, and these are scored as under the MPR environment. Thus, for example, if the random sample for Overpayment Reconciliation activities fails, none of the five related groups of overpayment reconciliation report cells need to be revalidated for quantity in the next year if their RV results were “pass.” Only the Overpayment Reconciliation sample needs to be repeated in the following year.

  1. Future Developments.

As experience accumulates, we will evaluate the validation structure used for both benefits and tax with a view toward making validation more efficient and effective. This evaluation will include the structure of samples and RV pass/fail groups, the logical relationship among them, and the role to be played by “outside samples”—the Benefits Timeliness and Quality (BTQ) review of nonmonetary determinations quality and the Tax Performance System (TPS) acceptance samples for status determination and field audit accuracy. Pending changes in the key UI Performs measures and in required reports elements will also entail changes in validation.

D. Validating Quality Samples.

  1. Procedure. As explained in Module 4 of the handbooks, there are two steps to validating the BTQ quality samples for nonmonetary determinations and lower authority appeals, the three TPS status determination acceptance samples and the TPS field audit acceptance sample.

• Validating the universe. The first is comparing the count of the sampling frame (universe) from which the samples are drawn with the appropriate report count to ensure that the samples are drawn from the proper universe. The samples are to be drawn from the transactions used to compile the following reports: o Nonmonetary determinations quality sample: ETA 9052 report; o Lower Authority Appeals quality sample: ETA 9054; o TPS Acceptance Samples for new, successor and inactive/terminated status determinations and field audits: ETA 581.

• Checking for randomness. Module 4 explains how the validators are to test to ensure that the sample was randomly drawn.

  1. Pass/Fail Criteria.
  • The sampling frame must be within ±2% of the benchmark report count.
  • The sample selection procedure must pass the test of randomness described in Module 4.
  1. Timing and Frequency. Because the validation must precede investigation of the sample, validation must occur as soon as the appropriate sample can be drawn. Module 4 validations are to be conducted every three years, as follows, and with the following exceptions:

• BTQ quality sample validations may be done for any quarter, as soon as the data are available. o If the universe is not within ±2% of the benchmark report count, the review must be repeated the following year, although the sample may be evaluated for quality. o If the sampling procedure is not random, the sample must be redrawn and must pass the appropriate tests of randomness before the samples can be evaluated by the BTQ reviewers. o Validators must arrange procedures with the BTQ unit to ensure that this procedure is followed.

• The TPS reviews must be conducted as follows:
o The status determinations reviews must be done in late January or February, whenever the calendar year’s data are available to draw the calendar-year sample; o The review for the TPS field audit acceptance sample must be done in October or November, whenever the data for the third quarter of the calendar year become available to draw the sample from this universe of audits for the first three quarters of the calendar year. o If the universe is not within ±2% of the benchmark report count, the review must be repeated the following year, although the sample may be evaluated for quality. o If the sampling procedure is not random, the sample must be redrawn and must pass the appropriate tests of randomness before the TPS reviewers can evaluate the samples. o Validators must arrange procedures with the TPS unit to ensure that this procedure is followed.

  1. Reporting. Under the MPR software, results of these quality reviews are reported in the comments field to the population to which they pertain (e.g., Benefits Population 5 for the nonmonetary determinations review.) The OWS software will contain a similar function. Validation of quality reviews conducted by June 30, 2005, must be submitted using the MPR software.

E. Validation of Wage Items.

  1. Procedure. As explained in Module 5 of the tax handbook, wage items received by the state in a short period of time in the major submission forms are recounted and compared with the count in agency records. This is the same procedure used under Workload Validation.

  2. Pass/Fail Criterion. The recounts must be within ±2% of the benchmark report count.

  3. Timing and Frequency. This validation is to be conducted every three years. It may be done at any time of year. If the validation indicates difficulties with either the universe or sampling methodology, the validators must work with the TPS reviewers to ensure that the appropriate corrections are made. The validation must then be repeated the following year.

  4. Reporting. The MPR software contains a simple worksheet for completing this review and submitting the results. The OWS software will have a similar function. Validations of wage items conducted before by June 30, 2005, must be submitted using the MPR software.

Table 1
                          Report Validation Pass/Fail Groups Under the MPR and OWS-Sun System Environments
   Benefits Population                                  OWS-Sun System                                                         MPR
              Type of         Group Title                                                           Group Title
Number
            Transaction                                                              Report Cells                                    Report Cells
                              5159 Intrastate Weeks Claimed                          5159A/201-10   Total                            5159A/201-10
                                                                                     5159A/202-10                                    5159A/201-11
                                                                                     5159A/203-10                                    5159A/201-12
                              5159 Interstate Liable Weeks Claimed                   5159A/201-12                                    5159A/202-10
  1       Weeks Claimed                                                              5159A/202-12                                    5159A/202-11
                                                                                     5159A/203-12                                    5159A/202-12
                              5159 Interstate Weeks Claimed Filed from Agent State   5159A/201-11                                    5159A/203-10
                                                                                     5159A/202-11                                    5159A/203-11
                                                                                     5159A/203-11                                    5159A/203-12
                              5159 Final Payments                                    5159B/303-26   5159 Total                       5159B/303-26
                                                                                     5159B/303-27                                    5159B/303-27
                                                                                     5159B/303-28                                    5159B/303-28
                              218 Final Payments                                     218B/102-8     218 Total                        218B/102-(8-13)
                                                                                     218B/102-9                                      218B/104-(14,19)
                                                                                     218B/102-10                                     218B/104-20
                                                                                     218B/102-11
  2       Final Payments                                                             218B/102-12
                                                                                     218B/102-13
                                                                                     218B/104-14
                                                                                     218B/104-15
                                                                                     218B/104-16
                                                                                     218B/104-17
                                                                                     218B/104-18
                              Non-Pass Items                                         218B/104-20
                              5159 New Intrastate & Interstate Received as Liable    5159A/101-2    New Intra Total                  5159A/101-2
                                                                                     5159A/101-7                                     5159A/102-2
                                                                                     5159A/102-2                                     5159A/103-2
  3           Claims
                                                                                     5159A/102-7    Received as Liable Total         5159A/101-7
                                                                                     5159A/103-2                                     5159A/102-7
                                                                                     5159A/103-7                                     5159A/103-7

                                                                     Table 1
                          Report Validation Pass/Fail Groups Under the MPR and OWS-Sun System Environments
   Benefits Population                                   OWS-Sun System                                                MPR
              Type of         Group Title                                                     Group Title
Number
            Transaction                                                        Report Cells                                  Report Cells
                              5159 Filed from Agent                            5159A/101-4    Filed from Agent Total         5159A/101-4
                                                                               5159A/102-4                                   5159A/102-4
                                                                               5159A/103-4                                   5159A/103-4
                              5159 Taken as Agent                              5159A/101-5    Taken as Agent Total           5159A/101-5
                                                                               5159A/102-5                                   5159A/102-5
                                                                               5159A/103-5                                   5159A/103-5
                              5159 Transitional                                5159A/101-6    Transitional Total             5159A/101-6
                                                                               5159A/102-6                                   5159A/102-6
                                                                               5159A/103-6                                   5159A/103-6
                              586 New CWC                                      586A/101-1     New CWC Total                  586A/101-1
                                                                               586A/102-1                                    586A/102-1
                              586 New CWC BY Established                       586A/101-2     New CWC BY Total               586A/101-2
                                                                               586A/102-2                                    586A/102-2
                              218 Total Determinations                         218A/100-2     (not grouped)                  5159A/201-13
                                                                               218A/100-3                                    218A/100-2
                              218 Total Benefit Year Established               218A/100-4                                    218A/100-3
                              218 Total Benefit Year Established               218B/101-8                                    218A/100-4
                                                                               218B/101-9                                    218A/100-5
                                                                               218B/101-10                                   218A/100-6
                                                                               218B/101-12                                   218B/101(8-13)
                                                                               218B/101-13                                   218B/103(14,19)
                                                                               218B/103-14
                                                                               218B/103-15
                                                                               218B/103-16
                                                                               218B/103-17
                                                                               218B/103-18
                              Non-Pass Items                                   218A/100-5
                                                                               218A/100-6
                                                                               5159A/201-13

                                                                         Table 1
                          Report Validation Pass/Fail Groups Under the MPR and OWS-Sun System Environments
   Benefits Population                                     OWS-Sun System                                                  MPR
              Type of         Group Title                                                         Group Title
Number
            Transaction                                                            Report Cells                                  Report Cells
                              5159 Additional Intrastate                           5159A/101-3    Additional Intra Total         5159A/101-3
  3a      Additional Claims                                                        5159A/102-3                                   5159A/102-3
                                                                                   5159A/103-3                                   5159A/103-3
                              9050 First Payments                                  9050ALL/2      9050 Total                     9050ALL/2
                                                                                   9050ALL/3                                     9050ALL/3
                                                                                   9050ALL/4                                     9050ALL/4
                                                                                   9050ALL/6                                     9050ALL/6
                                                                                   9050ALL/7                                     9050ALL/7
                                                                                   9050ALL/8                                     9050ALL/8
                              9050 Partial First Payments                          9050PART/2     9050 Partial                   9050PART/2
                                                                                   9050PART/3                                    9050PART/3
                                                                                   9050PART/4                                    9050PART/4
                                                                                   9050PART/6                                    9050PART/6
                                                                                   9050PART/7                                    9050PART/7
                                                                                   9050PART/8                                    9050PART/8
                              9051 Continued Weeks Compensated                     9051ALL/2      9051 Total                     9051ALL/2
  4          Payments
                                                                                   9051ALL/3                                     9051ALL/3
                                                                                   9051ALL/4                                     9051ALL/4
                                                                                   9051ALL/6                                     9051ALL/6
                                                                                   9051ALL/7                                     9051ALL/7
                                                                                   9051ALL/8                                     9051ALL/8
                              9051 Continued Partial Weeks Compensated             9051PART/2     9051 Partial                   9051PART/2
                                                                                   9051PART/3                                    9051PART/3
                                                                                   9051PART/4                                    9051PART/4
                                                                                   9051PART/6                                    9051PART/6
                                                                                   9051PART/7                                    9051PART/7
                                                                                   9051PART/8                                    9051PART/8
                              586 Weeks Compensated                                586A/101-4     586 Total #                    586A/102-4
                                                                                   586A/102-4                                    586A/101-4

                                                                        Table 1
                          Report Validation Pass/Fail Groups Under the MPR and OWS-Sun System Environments
   Benefits Population                                      OWS-Sun System                                         MPR
              Type of         Group Title                                                        Group Title
Number
            Transaction                                                           Report Cells                           Report Cells
                              586 Prior Weeks Compensated                         586A/101-6                             586A/102-6
                                                                                  586A/102-6                             586A/101-6
                              586 CWC First Payments                              586B/8-Total                           586B/8-Total
                                                                                  586B/9-Total                           586B/9-Total
                              586 Benefits Paid ($)                               586A/101-5     586 Total $             586A/101-5
                                                                                  586A/102-5                             586A/101-7
                              586 Prior Benefits Paid ($)                         586A/101-7                             586A/102-5
                                                                                  586A/102-7                             586A/102-7
                              5159 UI Weeks Compensated                           5159B/301-14   AR5159B Total #         5159B/301-14
                                                                                  5159B/301-15                           5159B/301-15
                                                                                  5159B/301-16                           5159B/301-16
                              5159 UCFE/UCX Weeks Compensated                     5159B/301-17                           5159B/301-17
                                                                                  5159B/301-18                           5159B/301-18
                                                                                  5159B/301-19                           5159B/301-19
                              5159 UI Amount Paid ($)                             5159B/302-14   AR5159B Total $         5159B/302-14
                                                                                  5159B/302-15                           5159B/302-15
                                                                                  5159B/302-16                           5159B/302-16
                              5159 UCFE/UCX Amount Paid ($)                       5159B/302-17                           5159B/302-17
                                                                                  5159B/302-18                           5159B/302-18
                                                                                  5159B/302-19                           5159B/302-19
                              207 Total Single Claimant Dets and UCFE/UCX         207A/101-2     207 Total Total         207A/101-2
                              Redets
                                                                                  207A/103-1                             207A/101-3
                                                                                  207A/105-1                             207A/101-5
            Nonmonetary       207 UI Single Claimant Redeterminations
  5                                                                               207A/101-3                             207A/101-6
           Determinations     207 Single Claimant Denials                         207A/102-2                             207A/102-2
                                                                                  207A/102-3                             207A/102-3
                                                                                  207A/104-1                             207A/102-5
                                                                                  207A/106-1                             207A/102-6

                                                                     Table 1
                          Report Validation Pass/Fail Groups Under the MPR and OWS-Sun System Environments
   Benefits Population                                  OWS-Sun System                                      MPR
              Type of         Group Title                                                     Group Title
Number
            Transaction                                                        Report Cells                       Report Cells
                              207 UI Multi-Claimant Determinations             207A/101-5                         207A/103-1
                                                                               207A/101-6                         207A/104-1
                              207 Separation Determinations                    207B/201-8                         207A/105-1
                                                                               207B/201-9                         207A/106-1
                                                                               207B/201-10                        207B/201-8
                                                                               207B/203-8                         207B/201-9
                                                                               207B/203-9                         207B/201-10
                                                                               207B/203-10                        207B/202-8
                              207 Separation Denials                           207B/202-8                         207B/202-9
                                                                               207B/202-9                         207B/202-10
                                                                               207B/202-10                        207B/203-8
                                                                               207B/204-8                         207B/203-9
                                                                               207B/204-9                         207B/203-10
                                                                               207B/204-10                        207B/204-8
                              207 UI Non Separation Determinations             207C/301-12                        207B/204-9
                                                                               207C/301-13                        207B/204-10
                                                                               207C/301-14                        207C/301-12
                                                                               207C/301-15                        207C/301-13
                                                                               207C/301-16                        207C/301-14
                                                                               207C/301-17                        207C/301-15
                              207 UI Non Separation Denials                    207C/302-12                        207C/301-16
                                                                               207C/302-13                        207C/301-17
                                                                               207C/302-14                        207C/302-12
                                                                               207C/302-15                        207C/302-13
                                                                               207C/302-16                        207C/302-14
                                                                               207C/302-17                        207C/302-15
                              Non-Pass Items                                   207A/102-5                         207C/302-16
                                                                               207A/102-6                         207C/302-17

                                                                           Table 1
                          Report Validation Pass/Fail Groups Under the MPR and OWS-Sun System Environments
   Benefits Population                                   OWS-Sun System                                                    MPR
              Type of           Group Title                                                             Group Title
Number
            Transaction                                                                Report Cells                              Report Cells
                                9052 Single Claimant Non Monetary Determinations       9052A/2          9052 Total Total         9052A/2
                                                                                       9052A/3                                   9052A/3
                                                                                       9052A/4                                   9052A/4
                                                                                       9052A/6                                   9052A/6
                                                                                       9052A/7                                   9052A/7
                                                                                       9052A/8                                   9052A/8
                                                                                       9052B/100                                 9052B/98
                                                                                       9052B/102                                 9052B/99
                                                                                       9052B/103                                 9052B/100
                                                                                       9052B/104                                 9052B/102
                                                                                       9052B/98                                  9052B/103
                                                                                       9052B/99                                  9052B/104
                                9052 Multi-Claimant Non Monetary Determinations        9052C/193        9053 Total Total         9053A/2
                                                                                       9052C/194                                 9053A/3
                                9053 Single Claimant Non Monetary Determinations       9053A/2                                   9053A/4
                                                                                       9053A/3                                   9053A/6
                                                                                       9053A/4                                   9053A/7
                                                                                       9053A/6                                   9053A/8
                                                                                       9053A/7                                   9053B/98
                                                                                       9053A/8                                   9053B/99
                                                                                       9053B/100                                 9053B/100
                                                                                       9053B/102                                 9053B/102
                                                                                       9053B/103                                 9053B/103
                                                                                       9053B/104                                 9053B/104
                                                                                       9053B/98                                  9052C/193
                                                                                       9053B/99                                  9052C/194
                                9053 Multi-Claimant Non Monetary Determinations        9053C/193                                 9053C/193
                                                                                       9053C/194                                 9053C/194
  6      Appeals Filed, Lower   5130 Lower Authority Appeals                           AR5130B/200-10   Total                    AR5130B/200-8

                                                                    Table 1
                          Report Validation Pass/Fail Groups Under the MPR and OWS-Sun System Environments
   Benefits Population                                  OWS-Sun System                                        MPR
              Type of         Group Title                                                      Group Title
Number
            Transaction                                                       Report Cells                          Report Cells
              Authority                                                       AR5130B/200-8                         AR5130B/200-10
           Appeals Filed,     5130 Higher Authority Appeals                   AR5130B/200-11   Total                AR5130B/200-9
  7
          Higher Authority                                                    AR5130B/200-9                         AR5130B/200-11
                              5130 All Decisions                              5130A/100-1      5130 Total           5130A/100-1
                                                                              5130A/100-3                           5130A/100-3
                                                                              5130A/100-5                           5130A/100-5
                              5130 UI Disposed of During Month                5130B/210-10                          5130B/210-8
                                                                              5130B/210-8                           5130B/210-10
                              5130 UI Decisions (by Type)                     5130C/300-14                          5130C/300-14
                                                                              5130C/300-16                          5130C/300-16
                                                                              5130C/300-18                          5130C/300-18
                              5130 UI in Favor of Appellant                   5130C/310-14                          5130C/310-14
         Appeals Decisions,
  8                                                                           5130C/310-16                          5130C/310-16
          Lower Authority
                                                                              5130C/310-18                          5130C/310-18
                              5130 UI Decisions (by Issue)                    5130D/400-21                          5130D/400-21
                                                                              5130D/400-22                          5130D/400-22
                                                                              5130D/400-23                          5130D/400-23
                                                                              5130D/400-24                          5130D/400-24
                                                                              5130D/400-25                          5130D/400-25
                                                                              5130D/400-26                          5130D/400-26
                              9054 All Appeals                                9054A/2          9054 Total           9054A/2
                                                                              9054A/3                               9054A/3
  9      Appeals Decisions,   5130 All Decisions                              5130A/100-2      AR5130 Total         5130A/100-2
          Higher Authority
                                                                              5130A/100-4                           5130A/100-4
                                                                              5130A/100-6                           5130A/100-6
                              5130 UI Disposed of During Month                5130B/210-11                          5130B/210-9
                                                                              5130B/210-9                           5130B/210-11
                              5130 UI Decisions (by Type)                     5130C/300-15                          5130C/300-15
                                                                              5130C/300-17                          5130C/300-17
                                                                              5130C/300-19                          5130C/300-19

                                                                          Table 1
                          Report Validation Pass/Fail Groups Under the MPR and OWS-Sun System Environments
   Benefits Population                                    OWS-Sun System                                         MPR
              Type of          Group Title                                                         Group Title
Number
            Transaction                                                             Report Cells                       Report Cells
                               5130 UI in Favor of Appellant                        5130C/310-15                       5130C/310-15
                                                                                    5130C/310-17                       5130C/310-17
                               9054B All Appeals                                    9054B/2        9054B Total         9054B/2
                                                                                    9054B/3                            9054B/3
         Appeals Case Aging,   9055 Lower Authority Appeals Case Aging                             Total
  10
           Lower Authority                                                          9055A/1                            9055A/1
         Appeals Case Aging,   9055 Higher Authority Appeals Case Aging                            Total
  11
           Higher Authority                                                         9055B/1                            9055B/1
  12       Overpayments        227 Multi Schemes, # Cases                           227A/102-2     Total #             227A/101-2
             Established
                                                                                    227A/102-3                         227A/101-3
                               227 Fraud                                            227A/101-2                         227A/102-2
                                                                                    227A/101-3                         227A/102-3
                               227 Non-fraud                                        227A/104-2                         227A/104-2
                                                                                    227A/104-3                         227A/104-3
                                                                                    227A/105-2                         227A/105-2
                                                                                    227A/105-3                         227A/105-3
                                                                                    227A/106-2                         227A/106-2
                                                                                    227A/106-3                         227A/106-3
                                                                                    227A/107-2                         227A/107-2
                                                                                    227A/107-3                         227A/107-3
                                                                                    227A/108-2                         227A/108-2
                                                                                    227A/108-3                         227A/108-3
                                                                                                                       227A/102-1
                               227 Total Dollars Established ($)                    227A/101-4     Total $             227A/101-4
                                                                                    227A/101-5                         227A/101-5
                                                                                    227A/102-4                         227A/102-4
                                                                                    227A/102-5                         227A/102-5
                                                                                    227A/104-4                         227A/104-4
                                                                                    227A/104-5                         227A/104-5
                                                                                    227A/105-4                         227A/105-4

                                                              Table 1
                          Report Validation Pass/Fail Groups Under the MPR and OWS-Sun System Environments
   Benefits Population                            OWS-Sun System                                       MPR
              Type of         Group Title                                              Group Title
Number
            Transaction                                                 Report Cells                         Report Cells
                                                                        227A/105-5                           227A/105-5
                                                                        227A/106-4                           227A/106-4
                                                                        227A/106-5                           227A/106-5
                                                                        227A/107-4                           227A/107-4
                                                                        227A/107-5                           227A/107-5
                                                                        227A/108-4                           227A/108-4
                                                                        227A/108-5                           227A/108-5
                              227 Penalty ($)                           227A/109-4                           227A/109-4
                                                                        227A/109-5                           227A/109-5
  13       Overpayment        227 Recovered ($)                         227C/303-11    Total                 227C/303-11
           Reconciliation
                                                                        227C/303-12                          227C/303-12
             Activities
                                                                        227C/303-13                          227C/303-13
                                                                        227C/303-14                          227C/303-14
                                                                        227C/304-11                          227C/304-11
                                                                        227C/304-12                          227C/304-12
                                                                        227C/304-13                          227C/304-13
                                                                        227C/304-14                          227C/304-14
                                                                        227C/305-11                          227C/305-11
                                                                        227C/305-12                          227C/305-12
                                                                        227C/305-13                          227C/305-13
                                                                        227C/305-14                          227C/305-14
                                                                        227C/306-11                          227C/306-11
                                                                        227C/306-12                          227C/306-12
                                                                        227C/306-13                          227C/306-13
                                                                        227C/306-14                          227C/306-14
                                                                        227C/307-11                          227C/307-11
                                                                        227C/307-12                          227C/307-12
                                                                        227C/307-13                          227C/307-13
                                                                        227C/307-14                          227C/307-14
                              227 Waived ($)                            227C/308-13                          227C/308-13

                                                              Table 1
                          Report Validation Pass/Fail Groups Under the MPR and OWS-Sun System Environments
   Benefits Population                           OWS-Sun System                                        MPR
              Type of         Group Title                                              Group Title
Number
            Transaction                                                 Report Cells                         Report Cells
                                                                        227C/308-14                          227C/308-14

                                                                         Table 1
                          Report Validation Pass/Fail Groups Under the MPR and OWS-Sun System Environments
   Benefits Population                                  OWS-Sun System                                                     MPR
              Type of         Group Title                                                         Group Title
Number
            Transaction                                                            Report Cells                                    Report Cells
                              227 Written-Off ($)                                  227C/309-11                                     227C/309-11
                                                                                   227C/309-12                                     227C/309-12
                                                                                   227C/309-13                                     227C/309-13
                                                                                   227C/309-14                                     227C/309-14
                              227 Addition ($)                                     227C/310-11                                     227C/310-11
                                                                                   227C/310-12                                     227C/310-12
                                                                                   227C/310-13                                     227C/310-13
                                                                                   227C/310-14                                     227C/310-14
                              227 Subtraction ($)                                  227C/311-11                                     227C/311-11
                                                                                   227C/311-12                                     227C/311-12
                                                                                   227C/311-13                                     227C/311-13
                                                                                   227C/311-14                                     227C/311-14
                              227 UI Total Accounts Receivable ($)                 227E/501-18    UI Total Accounts Receivable     227E/501-18
                                                                                   227E/502-18                                     227E/502-18
                                                                                   227E/503-18                                     227E/503-18
                                                                                   227E/504-18                                     227E/504-18
                                                                                   227E/505-18                                     227E/505-18
                                                                                   227E/506-18                                     227E/506-18
                              227 UCFE/UCX Total Accounts Receivable ($)           227E/501-19    FE/X Total Accounts Receivable   227E/501-19
                                                                                   227E/502-19                                     227E/502-19
  14     Aged Overpayments
                                                                                   227E/503-19                                     227E/503-19
                                                                                   227E/504-19                                     227E/504-19
                                                                                   227E/505-19                                     227E/505-19
                                                                                   227E/506-19                                     227E/506-19
                              227 Receivables Removed at End of Period ($)         227C/312-11    Receivables Removed at End of    227C/312-11
                                                                                                  Period Total
                                                                                   227C/312-12                                     227C/312-12
                                                                                   227C/312-13                                     227C/312-13
                                                                                   227C/312-14                                     227C/312-14

                                                          Table 2
                      Data Element Validation Samples Under the MPR and OWS-Sun System Environments
  Benefits Population                     Data Element Validation Samples                                                     MPR

            Type of         Sample                                     Type and      Universe                                         Type      Universe
Number    Transaction         ID             Sample Name                 Size       (subpops)          Sample Name                  and Size   (subpops)
                                     Intrastate Weeks Claimed          Random       1.1-1.3     Intrastate Weeks Claimed         Random        1.1-1.3
                                                                       60/200                                                    60/200
                             100
                                     Interstate Liable Weeks Claimed   Random       1.4-1.6     Interstate Liable Weeks          Random        1.4-1.6
  1       Weeks Claimed                                                30/100                   Claimed                          30/100
                             110
                                     Interstate Weeks Claimed from     Minimum--6   1.7-1.9     Interstate Weeks Claimed filed   Minimum--
                                     Agent                                                      from Agent State                 6
                             120                                                                                                               1.7-1.9
                                     Final Payments                    Random       2.1-2.4     Final Payments                   Random        2.1-2.4
  2       Final Payments                                               30/100                                                    30/100
                             200
                                     New Intra & Inter Liable Claims   Random       3.1-3.18    New UI Claims                    Random        3.1-3.14
  3          Claims                                                    60/200                                                    60/200
                             300
                                     New Intra & Inter Liable Claims   Missing      3.1-3.18    New UI Claims                    Missing       3.1-3.14
                                                                       Subpops ≤
                             301                                       17
                                                                                                New UCFE/UCX Claims              Minimum--     3.15-3.18
                                                                                                                                 8
                                     Interstate Filed from Agent       Minimum--6   3.19-3.21   Interstate Filed from Agent      Minimum--     3.19-3.21
                                                                                                State Claims                     6
                             305
                                     Interstate Taken as Agent         Minimum--6   3.22-3.24   Interstate Claims Taken As       Minimum--     3.22-3.24
                                                                                                Agent State                      6
                             310
                                     Intra and Inter Transitional      Random       3.25-3.33   Intrastate and Interstate        Random        3.25-3.33
                                     Claims                            30/100                   Transitional Claims              30/100
                             315
                                     CWC Claims                        Random       3.34-3.39   CWC Claims                       Random        3.34-3.39
                                                                       30/100                                                    30/100
                             320
                                     CWC Claims                        Missing      3.34-3.39
                                                                       Subpops ≤5
                             321
                                     Monetary Sent w/o New Claim       Minimum--    3.40-3.45   Monetary Sent Without New        Minimum--     3.40-3.45
                                                                       12                       Claim                            12
                             325

                                                        Table 2
                    Data Element Validation Samples Under the MPR and OWS-Sun System Environments
  Benefits Population                      Data Element Validation Samples                                                        MPR

            Type of          Sample                                  Type and         Universe                                            Type        Universe
Number    Transaction          ID             Sample Name              Size          (subpops)               Sample Name                and Size     (subpops)
                                      Entering Self Employment       Minimum--2     3.46              Entering Self Employment          Minimum--    3.46
                                      Program                                                         Pgm                               2
                              330
                                      Intrastate Additional Claims   Random         3A.1-3A.3         Additional Claims                 Random       3a.49-3a.54
                                                                     60/200                                                             60/200
  3a     Additional Claims    350
                                      Interstate Liable Additional   Minimum--6     3A.4-3A.6
                              360     Claims
                                      First Payments                 Random         4.1-4.16          First Payments                    Random       4.1-4.16
                                                                     60/200                                                             60/200
                              400
                                      First Payments                 Missing        4.1-4.16          First Payments                    Missing      4.1-4.16
                                                                     Subpops
                              405                                    ≤15
                                      First Payments                 Outliers--10   4.1, 4.3, 4.5,    First Payments, Intrastate only   Outliers--
                                                                                    4.7, 4.9, 4.11,                                     10
                                                                                    4.13, 4.15

                              410
                                      Continued Weeks Total          Outliers--10   4.17-4.24         Continued Weeks Total             Outliers--   4.17-4.24
                              415     Payments                                                        Payments                          10
                                      Continued Weeks Partial        Random         4.25-4.32         Continued Weeks Partial           Random       4.25-4.32
  4         Payments                  Payments                       30/100                           Payments                          30/100
                              420
                                      Adjusted Payments              Outliers--10   4.33-4.42         Adjusted Payments                 Outliers--   4.33.4.42
                              425                                                                                                       10
                                      Self Employment Payments       Minimum--2     4.43              Self-Employment Payments          Minimum--    4.43
                              430                                                                                                       2
                                      CWC First Payments             Random         4.44-4.45         CWC First Payments                Random       4.44-4.45
                                                                     30/100                                                             30/100
                              435
                                      CWC Continued Payments         Minimum--4     4.46-4.47         CWC Continued Payments            Minimum--    4.46-4.47
                              440                                                                                                       4
                                      CWC Adjusted Payments          Minimum--4     4.48-4.49         CWC Adjusted Payments             Minimum--    4.48-4.49
                              445                                                                                                       4
                                      CWC Prior Weeks Compensated    Minimum--4     4.50-4.51         CWC Prior Weeks                   Minimum--    4.50-4.51
                              450                                                                     Compensated                       4

                                                          Table 2
                      Data Element Validation Samples Under the MPR and OWS-Sun System Environments
  Benefits Population                         Data Element Validation Samples                                                           MPR

              Type of           Sample                                     Type and         Universe                                            Type      Universe
Number      Transaction           ID             Sample Name                 Size          (subpops)             Sample Name                  and Size   (subpops)
                                         Single Claimant Nonmon            Random         5.1-5.60        Single Claimant Nonmonetary       Random       5.1-5.60
                                         Determinations                    30/100                         Determinations                    30/100
                                 500
                                         Single Claimant Nonmon            Missing        5.1-5.60        Single Claimant Nonmonetary       Missing      5.1-5.60
                                         Determinations                    Subpops                        Determinations
                                 501                                       ≤59
            Nonmonetary                  Single Claimant Nonmon            Outliers--10   5.1-5.60        Single Claimant Nonmonetary       Outliers--   5.1-5.60
  5
           Determinations                Determinations                                                   Determinations                    10
                                 505
                                         UI Multi-Claimant                 Minimum--8     5.61-5.64       Multi-Claimant Nonmonetary        Minimum--    5.61-5.64
                                         Determinations                                                   Determinations                    8
                                 510
                                         Single Claimant                   Random         5.65-5.70       Redeterminations                  Random       5.65-5.70
                                         Redeterminations                  30/100                                                           30/100
                                 520
         Appeals Filed, Lower            Appeals Filed, Lower Authority    Minimum--4     6.1-6.2         Appeals Filed, Lower Authority    Minimum--    6.1-6.2
  6                                                                                                                                         4
              Authority          600
            Appeals Filed,               Appeals Filed, Higher Authority   Minimum--4     7.1-7.2         Appeals Filed, Higher Authority   Minimum--    7.1-7.2
  7                                                                                                                                         4
           Higher Authority      700
                                         Lower Authority Appeals           Random         8.1-8.52;       Single Claimant Appeals           Random       8.1-8.44
                                         Decisions                         60/200         8.54-8.55       Decisions, Lower Authority        60/200
                                 800
                                         Lower Authority Appeals           Missing        8.33-8.52;      Single Claimant Appeals           Missing      8.33-8.40
                                         Decisions                         Subpops        8.54-8.55       Decisions, Lower Authority
         Appeals Decisions,      810                                       ≤21
  8
          Lower Authority                Lower Authority Appeals           Outliers--10   8.1-8.52;       Single Claimant Appeals           Outliers--   8.1-8.44
                                         Decisions                                        8.54-8.55       Decisions, Lower Authority        10
                                 820
                                                                                                          Multiclaimant Appeals             Minimum--    8.45-8.55
                                                                                                          Decisions, Lower Authority        22

         Appeals Decisions,              Higher Authority Appeals          Random         9.1-9.20;       Single Claimant Appeals           Random       9.1-9.12
  9                                      Decisions                         30/100         9.22-9.23       Decisions, Higher Authority       30/100
          Higher Authority       900
                                         Multi Claimant Appeals, Higher    Missing         9.13 – 9.20;
                                         Authority                         Subpops ≤9     9.22-9.23
                                 910

                                                          Table 2
                      Data Element Validation Samples Under the MPR and OWS-Sun System Environments
  Benefits Population                        Data Element Validation Samples                                                     MPR

              Type of          Sample                                Type and        Universe                                            Type      Universe
Number      Transaction          ID            Sample Name             Size         (subpops)             Sample Name                  and Size   (subpops)
                                        Higher Authority Appeals                    9.13 – 9.20;
                                        Decisions                                   9.22-9.23
                                920                                  Outliers--10
                                                                                                   Single Claimant Appeals         Outliers--     9.1-9.12
                                                                                                   Decisions, Higher Authority     10
                                                                                                   Multi-claimant Appeals          Minimum--      9.13-9.23
                                                                                                   Decisions, Higher Authority     22

         Appeals Case Aging,            Appeals Case Aging, Lower    Outliers--10   10.1-10.7      Appeals Case Aging, Lower       Outliers--     10.1-10.7
  10                                    Authority                                                  Authority                       10
           Lower Authority      1000
         Appeals Case Aging,            Appeals Case Aging, Higher   Outliers--10   11.1-11.6      Appeals Case Aging, Higher      Outliers--     11.1-11.6
  11                                    Authority                                                  Authority                       10
           Higher Authority     1100
                                        Overpayment $ Established    Random         12.1-12.7;     Overpayments Established        Random         12.1-12.16
                                                                     60/200         12.9-12.15                                     60/200
                                1200
                                        Overpayment $ Established    Missing        12.1-12.7;
           Overpayments
  12                                                                 Subpops        12.9-12.15
            Established
                                1210                                 ≤13
                                        Overpayment $ Established    Outliers--10   12.1-12.7;     Overpayments Established        Outliers--     12.1-12.16
                                                                                    12.9-12.15                                     10
                                1220
                                        Overpayment Reconciliation   Random         13.1-13.34     Overpayment Reconciliation      Random         13.1-13.34
                                        Activities                   30/100                        Activities                      30/100
                                1300
            Overpayment                 Overpayment Reconciliation   Missing        13.1-13.34     Overpayment Reconciliation      Missing        13.1-13.34
  13        Reconciliation              Activities                   Subpops                       Activities
              Activities        1310                                 ≤33
                                        Overpayment Reconciliation   Outliers--10   13.1-13.34     Overpayment Reconciliation      Outliers--     13.1-13.34
                                        Activities                                                 Activities                      10
                                1320
                                        Aged Overpayments            Random         14.1-14.12
  14     Aged Overpayments                                           30/100
                                1400
                                        Aged Overpayments            Outliers--10   14.1-14.12     Overpayments Aging              Outliers--     14.1-14.12
                                1410                                                                                               10

                                                      Table 2
                  Data Element Validation Samples Under the MPR and OWS-Sun System Environments
  Benefits Population                Data Element Validation Samples                              MPR

            Type of     Sample                             Type and     Universe                          Type      Universe
Number    Transaction     ID           Sample Name           Size      (subpops)    Sample Name         and Size   (subpops)
                                 Aged Overpayments        Missing      14.1-14.12
                                                          Subpops ≤
                         1420                             11

   Table 3 -- Detail on Samples and Pass Fail Groups for OWS-Sun Software with 1:1 Relationships Highlighted
       Benefits Population                     Data Element Validation Samples                                     Pass/Fail Groups
                                                                                              Universe
                                  Sample                                         Type and     (subpops     Group
Number      Type of Transaction     ID              Sample Name                    Size           )       Number            Group Name
                                   100     Intrastate Weeks Claimed              Random       1.1-1.3     1.01     5159 Intrastate Weeks Claimed
                                                                                 60/200
                                   110     Interstate Liable Weeks Claimed       Random       1.4-1.6     1.02     5159 Interstate Liable Weeks
                                                                                 30/100                            Claimed
                                   120     Interstate Weeks Claimed from         Minimum--6   1.7-1.9     1.03     5159 Interstate Weeks Claimed
  1            Weeks Claimed               Agent                                                                   Filed from Agent State
                                   200     Final Payments                        Random       2.1-2.4     2.01     5159 Final Payments
                                                                                 30/100

  2            Final Payments                                                                             2.02     218 Final Payments
                                   300     New Intra & Inter Liable Claims       Random       3.1-3.18    3.01     5159 New Intrastate & Interstate
                                                                                 60/200                            Received as Liable
                                   301     New Intra & Inter Liable Claims       Missing      3.1-3.18    3.02     5159 Filed from Agent
                                                                                 Subpops ≤
                                                                                 17
                                   305     Interstate Filed from Agent           Minimum--6   3.19-3.21   3.03     5159 Taken as Agent
                                   310     Interstate Taken as Agent             Minimum--6   3.22-3.24   3.08     218 Total Determinations
                                   315     Intra and Inter Transitional Claims   Random       3.25-3.33   3.04     5159 Transitional
                                                                                 30/100
                                   320     CWC Claims                            Random       3.34-3.39   3.06     586 New CWC
                                                                                 30/100
                                   321     CWC Claims                            Missing      3.34-3.39   3.07     586 New CWC BY Established
                                                                                 Subpops ≤5
                                   325     Monetary Sent w/o New Claim           Minimum--    3.40-3.45   3.09     218 Total Benefit Year
                                                                                 12                                Established
                                   330     Entering Self Employment              Minimum--2   3.46        3.10     218 BY Established by Weeks
  3                Claims                  Program
                                   350     Intrastate Additional Claims          Random       3A.1-3A.3   3a.01        5159 Additional Intrastate
                                                                                 60/200
  3a          Additional Claims
                                   360     Interstate Liable Additional          Minimum--6   3A.4-3A.6

   Table 3 -- Detail on Samples and Pass Fail Groups for OWS-Sun Software with 1:1 Relationships Highlighted
      Benefits Population                     Data Element Validation Samples                                   Pass/Fail Groups
                                                                                          Universe
                                 Sample                                    Type and       (subpops      Group
Number     Type of Transaction     ID              Sample Name               Size             )        Number            Group Name
                                          Claims
                                  400     First Payments                   Random         4.1-4.16     4.01     9050 First Payments
                                                                           60/200
                                  405     First Payments                   Missing        4.1-4.16     4.02     9050 Partial First Payments
                                                                           Subpops
                                                                           ≤15
                                  410     First Payments                   Outliers--10   4.1, 4.3,    4.03     9051 Continued Weeks
                                                                                          4.5, 4.7,             Compensated
                                                                                          4.9, 4.11,
                                                                                          4.13, 4.15

                                  415     Continued Weeks Total Payments   Outliers--10   4.17-4.24    4.05     586 Weeks Compensated
                                  420     Continued Weeks Partial          Random         4.25-4.32    4.04     9051 Continued Partial Weeks
                                          Payments                         30/100                               Compensated
                                  425     Adjusted Payments                Outliers--10   4.33-4.42    4.06     586 Prior Weeks Compensated
                                  430     Self Employment Payments         Minimum--2     4.43         4.07     586 Benefits Paid ($)
                                  435     CWC First Payments               Random         4.44-4.45    4.09     586 CWC First Payments
                                                                           30/100
                                  440     CWC Continued Payments           Minimum--4     4.46-4.47    4.08     586 Prior Benefits Paid ($)
                                  445     CWC Adjusted Payments            Minimum--4     4.48-4.49    4.10     5159 UI Weeks Compensated
                                  450     CWC Prior Weeks Compensated      Minimum--4     4.50-4.51    4.11     5159 UCFE/UCX Weeks
                                                                                                                Compensated
                                                                                                       4.12     5159 UI Amount Paid ($)

  4             Payments                                                                               4.13     5159 UCFE/UCX Amount Paid ($)

               Nonmonetary        500         Single Claimant Nonmon        Random         5.1-5.60    5.09     9052 Single Claimant Non
  5           Determinations                       Determinations           30/100                              Monetary Determinations
                                                                                                       5.11     9053 Single Claimant Non
                                                                                                                Monetary Determinations
                                  501     Single Claimant Nonmon           Missing        5.1-5.60     5.01     207 Total Single Claimant Dets
                                          Determinations                   Subpops                              and UCFE/UCX Redets

   Table 3 -- Detail on Samples and Pass Fail Groups for OWS-Sun Software with 1:1 Relationships Highlighted
      Benefits Population                         Data Element Validation Samples                                        Pass/Fail Groups
                                                                                                   Universe
                                     Sample                                         Type and       (subpops      Group
Number     Type of Transaction         ID             Sample Name                     Size             )        Number            Group Name
                                                                                    ≤59

                                      505     Single Claimant Nonmon                Outliers--10   5.1-5.60     5.03     207 Single Claimant Denials
                                              Determinations
                                      510     UI Multi-Claimant Determinations      Minimum--8     5.61-5.64    5.11     9053 Multi-Claimant Non
                                                                                                                         Monetary Determinations
                                                                                                                         9052 Multi-Claimant Non
                                                                                                                         Monetary Determinations
                                                                                                                5.12
                                      520     Single Claimant                       Random         5.65-5.70    5.02     207 UI Single Claimant
                                              Redeterminations                      30/100                               Redeterminations
                                                                                                                5.04     207 UI Multi-Claimant
                                                                                                                         Determinations
                                                                                                                5.05     207 Separation Determinations
                                                                                                                5.06     207 Separation Denials
                                                                                                                5.07     207 UI Non Separation
                                                                                                                         Determinations
                                                                                                                5.08     207 UI Non Separation Denials
                                      600     Appeals Filed, Lower Authority        Minimum--4     6.1-6.2      6.01     5130 Lower Authority Appeals
            Appeals Filed, Lower
  6              Authority
                                      700     Appeals Filed, Higher Authority       Minimum--4     7.1-7.2      7.01     5130 Higher Authority Appeals
            Appeals Filed, Higher
  7              Authority
          Appeals Decisions, Lower    800         Lower Authority Appeals            Random         8.1-8.52;   8.01     5130 All Decisions
  8               Authority                             Decisions                    60/200         8.54-8.55
                                                                                                                8.06     9054 All Appeals
                                      810     Lower Authority Appeals               Missing        8.33-8.52;   8.02     5130 UI Disposed of During
                                              Decisions                             Subpops        8.54-8.55             Month
                                                                                    ≤21
                                      820     Lower Authority Appeals               Outliers--10   8.1-8.52;    8.03     5130 UI Decisions (by Type)
                                              Decisions                                            8.54-8.55

   Table 3 -- Detail on Samples and Pass Fail Groups for OWS-Sun Software with 1:1 Relationships Highlighted
       Benefits Population                           Data Element Validation Samples                                         Pass/Fail Groups
                                                                                                     Universe
                                        Sample                                        Type and       (subpops        Group
Number      Type of Transaction           ID             Sample Name                    Size             )          Number            Group Name
                                                                                                                    8.04     5130 UI in Favor of Appellant
                                                                                                                    8.05     5130 UI Decisions (by Issue)
                                         900         Higher Authority Appeals          Random         9.1-9.20;     9.01     5130 All Decisions
                                                            Decisions                  30/100         9.22-9.23
                                                                                                                    9.05     9054B All Appeals
                                         910     Multi Claimant Appeals, Higher       Missing         9.13 –        9.02     5130 UI Disposed of During
                                                 Authority                            Subpops        9.20; 9.22-             Month
                                                                                      ≤9             9.23

                                         920     Higher Authority Appeals             Outliers--10   9.13 – 9.20;   9.03     5130 UI Decisions (by Type)
                                                 Decisions                                           9.22-9.23

           Appeals Decisions, Higher
  9                Authority                                                                                        9.04     5130 UI in Favor of Appellant
                                         1000    Appeals Case Aging, Lower            Outliers--10   10.1-10.7      10.01    9055 Lower Authority Appeals
             Appeals Case Aging,
                                                 Authority                                                                   Case Aging
  10           Lower Authority
                                         1100    Appeals Case Aging, Higher           Outliers--10   11.1-11.6      11.01    9055 Higher Authority Appeals
             Appeals Case Aging,
                                                 Authority                                                                   Case Aging
  11           Higher Authority
                                         1200    Overpayment $ Established            Random         12.1-12.7;     12.04    227 Total Dollars Established ($)
                                                                                      60/200         12.9-12.15
                                         1210    Overpayment $ Established            Missing        12.1-12.7;     12.01    227 Multi Schemes, # Cases
                                                                                      Subpops        12.9-12.15
                                                                                      ≤13
                                         1220    Overpayment $ Established            Outliers--10   12.1-12.7;     12.02    227 Fraud
                                                                                                     12.9-12.15
                                                                                                                    12.03    227 Non-fraud
                Overpayments
  12             Established                                                                                        12.05    227 Penalty ($)

                Overpayment              1300    Overpayment Reconciliation           Random         13.1-13.34     13.01    227 Recovered ($)
  13        Reconciliation Activities            Activities                           30/100
                                         1310    Overpayment Reconciliation           Missing        13.1-13.34     13.02    227 Waived ($)
                                                 Activities                           Subpops

   Table 3 -- Detail on Samples and Pass Fail Groups for OWS-Sun Software with 1:1 Relationships Highlighted
       Benefits Population                     Data Element Validation Samples                                   Pass/Fail Groups
                                                                                           Universe
                                  Sample                                    Type and       (subpops      Group
Number      Type of Transaction     ID             Sample Name                Size             )        Number            Group Name
                                                                            ≤33

                                   1320    Overpayment Reconciliation       Outliers--10   13.1-13.34   13.03    227 Written-Off ($)
                                           Activities
                                                                                                        13.04    227 Addition ($)
                                                                                                        13.05    227 Subtraction ($)
                                   1400    Aged Overpayments                Random         14.1-14.12   14.01    227 UI Total Accounts Receivable
                                                                            30/100                               ($)
                                   1410    Aged Overpayments                Outliers--10   14.1-14.12   14.03    227 Receivables Removed at End
                                                                                                                 of Period ($)
                                   1420    Aged Overpayments                Missing        14.1-14.12   14.02    227 UCFE/UCX Total Accounts
                                                                            Subpops ≤                            Receivable ($)
  14         Aged Overpayments                                              11

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