ArticleHealth services research2019
Horizontal and vertical integration's role in meaningful use attestation over time.
Article in Health services research, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
8 citing papers in PubMed.
- Trending in the right direction: critical access hospitals increased adoption of advanced electronic health record functions from 2018 to 2023.Journal of the American Medical Informatics Association : JAMIA · 2025Article
- Electronic health record developer market segmentation contributes to divide in physician interoperable exchange.Journal of the American Medical Informatics Association : JAMIA · 2022Article
- Treatment consolidation after vertical integration: Evidence from outpatient procedure markets.Journal of health economics · 2022Article
- Overview of methods for characterization and visualization of a protein-protein interaction network in a multi-omics integration context.Frontiers in molecular biosciences · 2022Review
- Removing Medicare's outpatient ban and Medicare and private surgical trends.The American journal of managed care · 2021Article
- Article
- Reconsidering hospital EHR adoption at the dawn of HITECH: implications of the reported 9% adoption of a "basic" EHR.Journal of the American Medical Informatics Association : JAMIA · 2020Article
- Horizontal and vertical integration's role in meaningful use attestation over time.Health services research · 2019Article
Corrections and comments
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Authors and funding
3 authors.
Funding
Abstract
objectiveTo compare rates of attestation and attrition from the MU program by independent, horizontally integrated, and vertically integrated physicians and to assess whether MU created pressure for independent physicians to join integrated organizations. DATA SOURCE/STUDY
settingSecondary Data from SK&A and Medicare MU Files, 2011-2016. Office-based physicians in the 50 United States and District of Columbia. STUDY
designWe compared attestation rates among physicians that remained independent or integrated throughout the study period. We then assessed the association between changing integration and MU attestation in multivariate regression models. PRINCIPAL
findingsOur sample included 291 234 physicians. Forty nine percent of physicians that remained independent throughout the period attested to MU at least once during the program, compared with 70 percent of physicians that remained horizontally or vertically integrated physicians. Only approximately 50 percent of independent physicians that attested between 2011 and 2013 attested in 2015, representing significantly more attrition than we observed among integrated physicians. In multivariate regression models, physicians that joined these organizations were more likely to have attested to MU prior to integrating and this difference increased following integration.
conclusionsThese findings point toward a growing digital divide between physicians who remain independent and integrated physicians that may have been exacerbated by the MU program. Targeted public policy, such as new regional extension centers, should be considered to address this disparity.
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