The DOI matches its Crossref record; 160 of the 160 references it cites were found in a registry or an index.
Interventions Aimed at Reducing Use of Low-Value Health Services: A Systematic Review
Abstract
The effectiveness of different types of interventions to reduce low-value care has been insufficiently summarized to allow for translation to practice. This article systematically reviews the literature on the effectiveness of interventions to reduce low-value care and the quality of those studies. We found that multicomponent interventions addressing both patient and clinician roles in overuse have the greatest potential to reduce low-value care. Clinical decision support and performance feedback are promising strategies with a solid evidence base, and provider education yields changes by itself and when paired with other strategies. Further research is needed on the effectiveness of pay-for-performance, insurer restrictions, and risk-sharing contracts to reduce use of low-value care. While the literature reveals important evidence on strategies used to reduce low-value care, meaningful gaps persist. More experimentation, paired with rigorous evaluation and publication, is needed.
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GRADE guidelines: 3. Rating the quality of evidence
Balshem, H., Helfand, M., Schünemann, H. J., Oxman, A. D., Kunz, R., Brozek, J., Vist, G. E., Falck-Ytter, Y., Meerpohl, J., & Norris, S. (2011) · Journal of Clinical Epidemiology · doi:10.1016/j.jclinepi.2010.07.015 · Cited by 8,285
Porter, M. E. (2010) · New England Journal of Medicine · doi:10.1056/nejmp1011024 · Cited by 5,084
(2020) · Journal of Medical Education · doi:10.5812/jme · Cited by 3,490
The American Journal of Managed Care
(2020) · The American Journal of Managed Care · doi:10.37765/ajmc · Cited by 3,237
(1980) · Health Care Management Review · doi:10.1097/00004010-198005030-00017 · Cited by 2,504
Publication and related bias in meta-analysis
Sterne, J. A. C., Gavaghan, D., & Egger, M. (2000) · Journal of Clinical Epidemiology · doi:10.1016/s0895-4356(00)00242-0 · Cited by 2,282
(2009) · American Economic Review · doi:10.1257/aer.99.4.i · Cited by 2,230
Health insurance and the demand for medical care: evidence from a randomized experiment.
Manning, W. G., Newhouse, J. P., Duan, N., Keeler, E. B., Leibowitz, A. A., & Marquis, M. S. (1987) · PubMed · Cited by 2,045
Eliminating Waste in US Health Care
Hackbarth, A. D. (2012) · JAMA · doi:10.1001/jama.2012.362 · Cited by 1,746
(2000) · Age and Ageing · doi:10.1093/oxfordjournals.ageing.a008095 · Cited by 1,382
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Ganguli, I., Simpkin, A. L., Lupo, C., Weissman, A., Mainor, A. J., Orav, E. J., Rosenthal, M. B., Colla, C. H., & Sequist, T. D. (2019) · JAMA Network Open · doi:10.1001/jamanetworkopen.2019.13325 · Cited by 187
Self-citationPatterns of Clinical Care Subsequent to Nonindicated Vitamin D Testing in Primary Care
Rockwell, M. S., Wu, Y., Salamoun, M., Hulver, M. W., & Epling, J. W. (2020) · The Journal of the American Board of Family Medicine · doi:10.3122/jabfm.2020.04.200007 · Cited by 20
Metadata
- Authors
- Colla, C. H., Mainor, A. J., Hargreaves, C., Sequist, T., & Morden, N.
- Venue
- Medical Care Research and Review
- Publisher
- SAGE Publications
- Published
- 2016-07-08
- Volume
- 74
- Issue
- 5
- Pages
- 507-550
- ISSN
- 1077-5587 (ISSN-L)
- 1552-6801
- OpenAlex
- W2461030672
- Cited by
- 357
- References
- 160
- FWCI
- 5.15
- Type
- journal article
- Language
- en
- Open access
- closed
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- Colla, C. H., Mainor, A. J., Hargreaves, C., Sequist, T., & Morden, N. (2017). Interventions Aimed at Reducing Use of Low-Value Health Services: A Systematic Review. Medical Care Research and Review. https://doi.org/10.1177/1077558716656970
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Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
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