Data Source and Validation
Performance Budget Submission for Congressional Justification, Fiscal
Data Source and Validation
Program
| Measure Unique Identifier | Data Source | Data Validation |
|---|---|---|
1.2.2 | MEPS | Reviewed by AHRQ modeling, socio-economic research, survey operations and statistical staff for accuracy and validity |
1.2.3 | MEPS | Reviewed by AHRQ modeling, socio-economic research, survey operations and statistical staff for accuracy and validity |
1.2.4 | MEPS Web site | Data published on Web site |
1.3.5 | HCUP/PSIs | Ongoing HCUP/PSI validation activities (HCUP and QI Project Officers use established methodology to check data) |
1.3.6 | Office of the National Coordinator (ONC) Annual Survey of Health IT Adoption | ONC and their contractor uses established methodology to check their data. |
1.3.8 | Report to Congress and subsequent Notice of Proposed Rulemaking | This is a factual statement supported by the work products of the partnership. |
1.3.9 | Certification Commission for Healthcare Information Technology (CCHIT) | CCHIT Certification Criteria states the criteria for the measure. |
1.3.15 | HCUP database | HCUP Project Officer monitors the number of partners and reports by identifying the new data added to the existing baseline. |
1.3.16 | MEPS Web site | Data published on Web site |
1.3.18 | MEPS Web site | Monthly meetings with contractor, careful monitoring of field progress and instrument design, quality control procedures including benchmarking with other national data sources. |
1.3.19 | MEPS Web site | Data published on Web site |
1.3.20 | MEPS data:� List of ongoing projects | Publications |
1.3.21 | MEPS Web site | Monthly meetings with contractor, careful monitoring of field progress and instrument design, quality control procedures including benchmarking with other national data sources. |
1.3.22 | HCUP database | HCUP and QI Project Officers work with Project Contractors to monitor the field and collect specific information to validate the organizations use and outcomes.� |
1.3.23 | CAHPS® database National CAHPS® Benchmarking Database | Prior to placing survey and related reporting products in the public domain a rigorous development, testing and vetting process with stakeholders is followed. Survey results are analyzed to assess internal consistency, construct validity and power to discriminate among measured providers. |
1.3.24 | NHQR | Data is validated annually by federal public release data sources including NHQR/NHDR.� Data are analyzed, synthesized and reported using established methodology. |
1.3.25 | Survey | Prior to implementing a survey, a rigorous development, testing and vetting process with stakeholders will be followed |
1.3.26 | Survey | Prior to implementing a survey, a rigorous development, testing and vetting process with stakeholders will be followed |
1.3.27 | Data contained in applications for Chartered Value Exchanges | Reviewed by AHRQ and contractor for validity |
1.3.28 | AHRQ records | Review of AHRQ records |
1.3.29 | HCUPnet | Data published on HCUPnet Web site and verified by HCUP Project Officers |
1.3.30 | Battelle (QI contractor) tracking | AHRQ QI Project Officers use established methodology to check data |
1.3.31 | Tools tracked by contractor | AHRQ Project Officer oversees contractor work |
1.3.32 | MEPS | Monthly meetings with contractor, careful monitoring of field progress and instrument design, data abstraction, quality control procedures including benchmarking with other national data sources |
1.3.33 | MEPS | Reviewed by AHRQ modeling, Socio-economic research and statistical staff for accuracy and validity |
1.3.34 | MEPS | Reviewed by AHRQ modeling, socio-economic research, survey operations and statistical staff for accuracy and validity |
1.3.35 | MEPS | Data published on Web site |
1.3.36 | AHRQ has a contract to develop this data source.� TBD. | AHRQ staff will follow established methodology. |
1.3.37 | Survey to be completed every 3 years (contract TBD) | Survey contractor will develop methods to validate survey data |
1.3.38 | Surveys/case studies | AHRQ staff (OCKT) and evaluation contractor (TBD) to develop methods to validate survey data and conduct case studies |
1.3.39 | PSOs (and the privacy center contractor that builds the NSPD) | The privacy center contractor monitors the number of reports in the NPSD that is submitted through the PSOs |
1.3.40 | PSOs listed by HHS Secretary | PSOs listed by HHS Secretary |
1.3.41 | AHRQ FOAS, grant awards, and contract records | AHRQ staff (i.e., project officers, portfolio leads, grants management and contracts staff) monitor project completion and dissemination of results |
2.3.4 | NHQR/NHDR | Data is validated annually by federal public release data sources including NHQR/NHDR.� Data are analyzed, synthesized and reported using established methodology. |
2.3.5 | The data source is dependent on the prioritized service(s) and could include national sources such as the NHQR/NHDR and/or internal Prevention/CM databases | TBD based on the prioritized services(s). |
2.3.6 | Internal Prevention/CM planning documents | Reviewed by Prevention/CM Portfolio staff and AHRQ Senior Leadership Team |
4.4.1 | MEPS | The MEPS family of surveys includes a Medical Provider Survey and a Pharmacy Verification Survey to allow data validation studies in addition to serving as the primary source of medical expenditure data for the survey.� The MEPS survey has been cleared by the Office of Management and Budget (OMB) and meets OMB standards for adequate response rates, and timely release of public use data files. |
4.4.2 | HCUP | HCUP and QI Project Officers use established methodology to check data. |
4.4.3 | HCUP | HCUP and QI Project Officers use established methodology to check data. |
4.4.4 | HCUP | HCUP and QI Project Officers use established methodology to check data. |
4.4.5 | Effective Health Care Program database | Effective Health Care Program staff will develop and document a methodology that will be used annually to check data |
5.1.1 | Departmental quarterly updates on President's Management Agenda (PMA) | As the beta site for the Department's Performance Management Appraisal Program (PMAP), AHRQ was required to complete the Performance Appraisal Assessment Tool (PAAT).� Out of 100 total points possible, the Agency scored an 87 which, according to OPM, is considered as having "effectiveness characteristics present"—the highest level possible under this rating system. |
5.1.2 | Departmental quarterly updates on PMA; UFMS, IMPAC II, and Payment Management System | SAS 70 Reviews, A-123 reviews, and A-133 audits |
5.1.3 | Departmental quarterly updates on PMA | PMA compliance and complies with Departmental standards |
5.1.4 | Departmental quarterly updates on PMA | PMA compliance and complies with Departmental standards |
5.1.5 | Departmental quarterly updates on PMA | PMA compliance and complies with Departmental standards |
5.1.6 | Departmental quarterly updates on PMA | PMA compliance and complies with Departmental standards; AHRQ logic models and Portfolio plans |
Return to Performance Appendix Contents
Target vs. Actual Performance: Measures with Slight Differences
"The performance target for the following measures was set at an approximate target level, and the deviation from that level is slight.� There was no effect on overall program or activity performance."
Program | Measure Unique Identifier |
|---|---|
By 2014, antibiotic inappropriate use in children between the ages of one and fourteen should be such that use is reduced from 0.56 prescriptions per year to 0.42 per child (25%) | 4.4.1 |
By 2014, reduce congestive heart failure readmission rates during the first six months from 38% to 20% in those between 65 and 85 years of age. | 4.4.2 |


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