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Published in: Journal of General Internal Medicine 2/2020

01-11-2020 | Original Research

Developing Criteria and Associated Instructions for Consistent and Useful Quality Improvement Study Data Extraction for Health Systems

Authors: Adrian V. Hernandez, MD, PhD, Yuani M. Roman, MD, MPH, C. Michael White, Pharm. D., FCP, FCCP

Published in: Journal of General Internal Medicine | Special Issue 2/2020

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Abstract

Background

The Agency for Healthcare Research and Quality (AHRQ) could devote resources to collate and assess quality improvement studies to support learning health systems (LHS) but there is no reliable data on the consistency of data extraction for important criteria.

Methods

We identified quality improvement studies and evaluated the consistency of data extraction from two experienced independent reviewers at three time points: baseline, first revision (where explicit instructions for each criterion were created), and final revision (where the instructions were revised). Six investigators looked at the data extracted by the two systematic reviewers and determined the extent of similarity on a scale of 0 to 10 (where 0 represented no similarity and 10 perfect similarity). There were 42 assessments for baseline, 42 assessments for the first revision, and 42 assessments for the final revision. We asked two LHS participants to assess the relative value of our criteria.

Results

The consistency of extraction improved from 1.17 ± 1.85 at baseline to 6.07 ± 2.76 after revision 1 (P < 0.001) and to 6.81 ± 1.94 out of 10 for the final revision (P < 0.001). However, the final revision was not significantly improved over the first revision (P = 0.14). One key informant rated the difficulty in finding and using quality improvement studies a 6 (moderately difficult) while the other a 4 (moderately difficult). When asked how valuable it would be if AHRQ found and collated the demographic information about the health systems and the interventions used in published quality improvement studies, they rated it a 9 (highly valuable) and a 6 (moderately valuable).

Conclusion

Creating explicit instructions for extracting data for quality improvement studies helps enhance the consistency of data extraction. This is important because it is difficult for LHS to vet these quality improvement studies on their own and they would value AHRQ’s support in that regard.
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Literature
4.
6.
go back to reference McGinnis JM Evidence-based medicine - engineering the Learning Healthcare System. Stud Health Technol Inform. 2010;153:145-57.PubMed McGinnis JM Evidence-based medicine - engineering the Learning Healthcare System. Stud Health Technol Inform. 2010;153:145-57.PubMed
7.
go back to reference White CM, Sanders-Schmidler GD, Butler M, et al. Understanding health systems’ use of and need for evidence to inform decisionmaking. Agency for Healthcare Research and Quality (US); 2017. Report 17(18)-EHC035-EF. Rockville, MD White CM, Sanders-Schmidler GD, Butler M, et al. Understanding health systems’ use of and need for evidence to inform decisionmaking. Agency for Healthcare Research and Quality (US); 2017. Report 17(18)-EHC035-EF. Rockville, MD
9.
go back to reference Bravata DM, Sundaram V, Lewis R, Gienger A, Gould MK, McDonald KM, Wise PH, Holty J-EC, Hertz K, Paguntalan H, Sharp C, Kim J, Wang E, Chamberlain L, Shieh L, Owens DK. Asthma Care. Vol 5 of: Shojania KG, McDonald KM, Wachter RM, Owens DK, editors. Closing the Quality Gap: A Critical Analysis of Quality Improvement Strategies. Technical Review 9 (Prepared by the Stanford University-UCSF Evidence-based Practice Center under Contract No. 290-02-0017). AHRQ Publication No. 04(07)-0051-5. Rockville, MD: Agency for Healthcare Research and Quality. January 2007. Bravata DM, Sundaram V, Lewis R, Gienger A, Gould MK, McDonald KM, Wise PH, Holty J-EC, Hertz K, Paguntalan H, Sharp C, Kim J, Wang E, Chamberlain L, Shieh L, Owens DK. Asthma Care. Vol 5 of: Shojania KG, McDonald KM, Wachter RM, Owens DK, editors. Closing the Quality Gap: A Critical Analysis of Quality Improvement Strategies. Technical Review 9 (Prepared by the Stanford University-UCSF Evidence-based Practice Center under Contract No. 290-02-0017). AHRQ Publication No. 04(07)-0051-5. Rockville, MD: Agency for Healthcare Research and Quality. January 2007.
10.
go back to reference Ogrinc G, Davies L, Goodman D, Batalden P, Davidoff F, Stevens D. Standards for Quality Improvement Reporting Excellence 2.0: revised publication guidelines from a detailed consensus process. J Surg Res 2016;200(2):676–682.CrossRef Ogrinc G, Davies L, Goodman D, Batalden P, Davidoff F, Stevens D. Standards for Quality Improvement Reporting Excellence 2.0: revised publication guidelines from a detailed consensus process. J Surg Res 2016;200(2):676–682.CrossRef
12.
go back to reference Hoffmann T, Glasziou P, Boutron I, et al. Better reporting of interventions: template for intervention description and replication (TIDieR) checklist and guide. BMJ 348: g1687. 2014.CrossRef Hoffmann T, Glasziou P, Boutron I, et al. Better reporting of interventions: template for intervention description and replication (TIDieR) checklist and guide. BMJ 348: g1687. 2014.CrossRef
13.
go back to reference Guise J-M, Butler ME, Chang C, Viswanathan M, Pigott T, Tugwell P. AHRQ series on complex intervention systematic reviews—paper 6: PRISMA-CI extension statement and checklist. J Clin Epidemiol. 2017;90:43–50.CrossRef Guise J-M, Butler ME, Chang C, Viswanathan M, Pigott T, Tugwell P. AHRQ series on complex intervention systematic reviews—paper 6: PRISMA-CI extension statement and checklist. J Clin Epidemiol. 2017;90:43–50.CrossRef
14.
go back to reference Hempel S, Shekelle PG, Liu JL, et al. Development of the Quality Improvement Minimum Quality Criteria Set (QI-MQCS): a tool for critical appraisal of quality improvement intervention publications. BMJ Qual Saf 2015;24:796-804.CrossRef Hempel S, Shekelle PG, Liu JL, et al. Development of the Quality Improvement Minimum Quality Criteria Set (QI-MQCS): a tool for critical appraisal of quality improvement intervention publications. BMJ Qual Saf 2015;24:796-804.CrossRef
Metadata
Title
Developing Criteria and Associated Instructions for Consistent and Useful Quality Improvement Study Data Extraction for Health Systems
Authors
Adrian V. Hernandez, MD, PhD
Yuani M. Roman, MD, MPH
C. Michael White, Pharm. D., FCP, FCCP
Publication date
01-11-2020
Publisher
Springer International Publishing
Published in
Journal of General Internal Medicine / Issue Special Issue 2/2020
Print ISSN: 0884-8734
Electronic ISSN: 1525-1497
DOI
https://doi.org/10.1007/s11606-020-06098-1

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