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Erschienen in: International Journal of Health Economics and Management 3/2020

30.04.2020 | Research article

Patient and provider-level factors associated with changes in utilization of treatments in response to evidence on ineffectiveness or harm

verfasst von: Laura Barrie Smith, Nihar R. Desai, Bryan Dowd, Alexander Everhart, Jeph Herrin, Lucas Higuera, Molly Moore Jeffery, Anupam B. Jena, Joseph S. Ross, Nilay D. Shah, Pinar Karaca-Mandic

Erschienen in: International Journal of Health Economics and Management | Ausgabe 3/2020

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Abstract

High-quality health care not only includes timely access to effective new therapies but timely abandonment of therapies when they are found to be ineffective or unsafe. Little is known about changes in use of medications after they are shown to be ineffective or unsafe. In this study, we examine changes in use of two medications: fenofibrate, which was found to be ineffective when used with statins among patients with Type 2 diabetes (ACCORD lipid trial); and dronedarone, which was found to be unsafe in patients with permanent atrial fibrillation (PALLAS trial). We examine the patient and provider characteristics associated with a decline in use of these medications. Using Medicare fee-for-service claims from 2008 to 2013, we identified two cohorts: patients with Type 2 diabetes using statins (7 million patient-quarters), and patients with permanent atrial fibrillation (83 thousand patient-quarters). We used interrupted time-series regression models to identify the patient- and provider-level characteristics associated with changes in medication use after new evidence emerged for each case. After new evidence of ineffectiveness emerged, fenofibrate use declined by 0.01 percentage points per quarter (95% CI − 0.02 to − 0.01) from a baseline of 6.9 percent of all diabetes patients receiving fenofibrate; dronedarone use declined by 0.13 percentage points per quarter (95% CI − 0.15 to − 0.10) from a baseline of 3.8 percent of permanent atrial fibrillation patients receiving dronedarone. For dronedarone, use declined more quickly among patients dually-enrolled in Medicare and Medicaid compared to Medicare-only patients (P < 0.001), among patients seen by male providers compared to female providers (P = 0.01), and among patients seen by cardiologists compared to primary care providers (P < 0.001).
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Literatur
Zurück zum Zitat Agency for Healthcare Research and Quality. (2016). 2016 national healthcare quality and disparities report. Content last reviewed June 2018. Rockville, MD. Agency for Healthcare Research and Quality. (2016). 2016 national healthcare quality and disparities report. Content last reviewed June 2018. Rockville, MD.
Zurück zum Zitat Anderson, R. E., Ayanian, J. Z., Zaslavsky, A. M., & Michael McWilliams, J. (2014). Quality of care and racial disparities in medicare among potential ACOs. Journal of General Internal Medicine, 29(9), 1296–1304.PubMedPubMedCentral Anderson, R. E., Ayanian, J. Z., Zaslavsky, A. M., & Michael McWilliams, J. (2014). Quality of care and racial disparities in medicare among potential ACOs. Journal of General Internal Medicine, 29(9), 1296–1304.PubMedPubMedCentral
Zurück zum Zitat Bach, P. B., et al. (2004). Primary care physicians who treat blacks and whites. New England Journal of Medicine, 351(6), 575–584.PubMed Bach, P. B., et al. (2004). Primary care physicians who treat blacks and whites. New England Journal of Medicine, 351(6), 575–584.PubMed
Zurück zum Zitat Barnato, A. E., et al. (2005). Hospital-level racial disparities in acute myocardial infarction treatment and outcomes. Medical Care, 43(4), 308–319.PubMedPubMedCentral Barnato, A. E., et al. (2005). Hospital-level racial disparities in acute myocardial infarction treatment and outcomes. Medical Care, 43(4), 308–319.PubMedPubMedCentral
Zurück zum Zitat Bekelis, K., Skinner, J., Gottlieb, D., & Goodney, P. (2017). De-adoption and exnovation in the use of carotid revascularization: Retrospective cohort study. BMJ (Clinical Research Ed.), 359, j4695. Bekelis, K., Skinner, J., Gottlieb, D., & Goodney, P. (2017). De-adoption and exnovation in the use of carotid revascularization: Retrospective cohort study. BMJ (Clinical Research Ed.), 359, j4695.
Zurück zum Zitat Carson, N. J., Progovac, A. M., Wang, Y., & Cook, B. L. (2017). A decline in depression treatment following FDA antidepressant warnings largely explains racial/ethnic disparities in prescription fills. Depression and Anxiety, 34(12), 1147–1156.PubMedPubMedCentral Carson, N. J., Progovac, A. M., Wang, Y., & Cook, B. L. (2017). A decline in depression treatment following FDA antidepressant warnings largely explains racial/ethnic disparities in prescription fills. Depression and Anxiety, 34(12), 1147–1156.PubMedPubMedCentral
Zurück zum Zitat Connolly, S. J., et al. (2011). Dronedarone in high-risk permanent atrial fibrillation for the PALLAS investigators*. New England Journal of Medicine, 365, 2268–2276.PubMed Connolly, S. J., et al. (2011). Dronedarone in high-risk permanent atrial fibrillation for the PALLAS investigators*. New England Journal of Medicine, 365, 2268–2276.PubMed
Zurück zum Zitat Cook, B. L., et al. (2019). Assessing provider and racial/ethnic variation in response to the FDA antidepressant box warning. Health Services Research, 54, 255–262.PubMedPubMedCentral Cook, B. L., et al. (2019). Assessing provider and racial/ethnic variation in response to the FDA antidepressant box warning. Health Services Research, 54, 255–262.PubMedPubMedCentral
Zurück zum Zitat Davidoff, F. (2015). On the undiffusion of established practices. JAMA Internal Medicine, 175(5), 809.PubMed Davidoff, F. (2015). On the undiffusion of established practices. JAMA Internal Medicine, 175(5), 809.PubMed
Zurück zum Zitat DePetris, A. E., & Cook, B. L. (2013). Differences in diffusion of FDA antidepressant risk warnings across racial-ethnic groups. Psychiatric Services, 64(5), 466–471.PubMed DePetris, A. E., & Cook, B. L. (2013). Differences in diffusion of FDA antidepressant risk warnings across racial-ethnic groups. Psychiatric Services, 64(5), 466–471.PubMed
Zurück zum Zitat Eicheldinger, C., & Bonito, A. (2008). More accurate racial and ethnic codes for medicare administrative data. Health Care Financing Review, 29(3), 27–42.PubMedPubMedCentral Eicheldinger, C., & Bonito, A. (2008). More accurate racial and ethnic codes for medicare administrative data. Health Care Financing Review, 29(3), 27–42.PubMedPubMedCentral
Zurück zum Zitat Ginsburg, H. N., Elam, M. B., & Lovato, L. C. (2010). Effects of combination lipid therapy in type 2 diabetes mellitus. New England Journal of Medicine, 362(17), 1563–1574. Ginsburg, H. N., Elam, M. B., & Lovato, L. C. (2010). Effects of combination lipid therapy in type 2 diabetes mellitus. New England Journal of Medicine, 362(17), 1563–1574.
Zurück zum Zitat Girotti, M. E., Shih, T., & Dimick, J. B. (2014). Racial disparities in readmissions and site of care for major surgery. Journal of the American College of Surgeons, 218(3), 423–430.PubMed Girotti, M. E., Shih, T., & Dimick, J. B. (2014). Racial disparities in readmissions and site of care for major surgery. Journal of the American College of Surgeons, 218(3), 423–430.PubMed
Zurück zum Zitat Groeneveld, P. W., Laufer, S. B., & Garber, A. M. (2005). Technology diffusion, Hospital variation, and racial disparities among elderly Medicare beneficiaries 1989–2000. Medical Care, 43(4), 320–329.PubMed Groeneveld, P. W., Laufer, S. B., & Garber, A. M. (2005). Technology diffusion, Hospital variation, and racial disparities among elderly Medicare beneficiaries 1989–2000. Medical Care, 43(4), 320–329.PubMed
Zurück zum Zitat Higuera, L., & Carlin, C. (2017). A comparison of retrospective attribution rules. The American Journal of Managed Care, 23(6), e180–e185.PubMed Higuera, L., & Carlin, C. (2017). A comparison of retrospective attribution rules. The American Journal of Managed Care, 23(6), e180–e185.PubMed
Zurück zum Zitat Howard, D. H., David, G., & Hockenberry, J. (2017). Selective hearing: Physician-ownership and physicians’ response to new evidence. Journal of Economics & Management Strategy, 26(1), 152–168. Howard, D. H., David, G., & Hockenberry, J. (2017). Selective hearing: Physician-ownership and physicians’ response to new evidence. Journal of Economics & Management Strategy, 26(1), 152–168.
Zurück zum Zitat Howard, D. H., & Hockenberry, J. (2019). Physician age and the abandonment of episiotomy. Health Services Research, 54(3), 650–657.PubMedPubMedCentral Howard, D. H., & Hockenberry, J. (2019). Physician age and the abandonment of episiotomy. Health Services Research, 54(3), 650–657.PubMedPubMedCentral
Zurück zum Zitat Howard, D. H., & Shen, Y.-C. (2014). Trends in PCI volume after negative results from the COURAGE trial. Health Services Research, 49(1), 153–170.PubMed Howard, D. H., & Shen, Y.-C. (2014). Trends in PCI volume after negative results from the COURAGE trial. Health Services Research, 49(1), 153–170.PubMed
Zurück zum Zitat Jena, A. B., Olenski, A. R., & Blumenthal, D. M. (2016). Sex differences in physician salary in US Public Medical Schools. JAMA Internal Medicine, 176(9), 1294.PubMedPubMedCentral Jena, A. B., Olenski, A. R., & Blumenthal, D. M. (2016). Sex differences in physician salary in US Public Medical Schools. JAMA Internal Medicine, 176(9), 1294.PubMedPubMedCentral
Zurück zum Zitat Karaca-Mandic, P., Town, R. J., & Wilcock, A. (2016). The effect of physician and hospital market structure on medical technology diffusion. Health Services Research, 52(2), 579–598.PubMedPubMedCentral Karaca-Mandic, P., Town, R. J., & Wilcock, A. (2016). The effect of physician and hospital market structure on medical technology diffusion. Health Services Research, 52(2), 579–598.PubMedPubMedCentral
Zurück zum Zitat Khera, R., Vaughan-Sarrazin, M., Rosenthal, G. E., & Girotra, S. (2015). Racial disparities in outcomes after cardiac surgery: The role of hospital quality. Current Cardiology Reports, 17(5), 29.PubMedPubMedCentral Khera, R., Vaughan-Sarrazin, M., Rosenthal, G. E., & Girotra, S. (2015). Racial disparities in outcomes after cardiac surgery: The role of hospital quality. Current Cardiology Reports, 17(5), 29.PubMedPubMedCentral
Zurück zum Zitat Kontopantelis, E., et al. (2015). Regression based quasi-experimental approach when randomisation is not an option: Interrupted time series analysis. BMJ (Clinical Research Ed.), 350, h2750. Kontopantelis, E., et al. (2015). Regression based quasi-experimental approach when randomisation is not an option: Interrupted time series analysis. BMJ (Clinical Research Ed.), 350, h2750.
Zurück zum Zitat Kozhimannil, K. B., et al. (2017). Uptake and utilization of practice guidelines in hospitals in the United States: The case of routine episiotomy. The Joint Commission Journal on Quality and Patient Safety, 43(1), 41–48.PubMed Kozhimannil, K. B., et al. (2017). Uptake and utilization of practice guidelines in hospitals in the United States: The case of routine episiotomy. The Joint Commission Journal on Quality and Patient Safety, 43(1), 41–48.PubMed
Zurück zum Zitat Mehrotra, A., Adams, J. L., William Thomas, J., & McGlynn, E. A. (2010). The effect of different attribution rules on individual physician cost profiles. Annals of Internal Medicine, 152(10), 649.PubMedPubMedCentral Mehrotra, A., Adams, J. L., William Thomas, J., & McGlynn, E. A. (2010). The effect of different attribution rules on individual physician cost profiles. Annals of Internal Medicine, 152(10), 649.PubMedPubMedCentral
Zurück zum Zitat Mohan, A. V., et al. (2014). Changes in geographic variation in the use of percutaneous coronary intervention for stable ischemic heart disease after publication of the Clinical Outcomes Utilizing Revascularization and Aggressive Drug Evaluation (COURAGE) trial. Circulation: Cardiovascular Quality and Outcomes, 7(1), 125–130. Mohan, A. V., et al. (2014). Changes in geographic variation in the use of percutaneous coronary intervention for stable ischemic heart disease after publication of the Clinical Outcomes Utilizing Revascularization and Aggressive Drug Evaluation (COURAGE) trial. Circulation: Cardiovascular Quality and Outcomes, 7(1), 125–130.
Zurück zum Zitat Niven, D. J., Mrklas, K. J., et al. (2015a). Towards understanding the de-adoption of low-value clinical practices: A scoping review. BMC Medicine, 13(1), 255.PubMedPubMedCentral Niven, D. J., Mrklas, K. J., et al. (2015a). Towards understanding the de-adoption of low-value clinical practices: A scoping review. BMC Medicine, 13(1), 255.PubMedPubMedCentral
Zurück zum Zitat Niven, D. J., Rubenfeld, G. D., Kramer, A. A., & Stelfox, H. T. (2015b). Effect of published scientific evidence on glycemic control in adult intensive care units. JAMA Internal Medicine, 175(5), 801.PubMed Niven, D. J., Rubenfeld, G. D., Kramer, A. A., & Stelfox, H. T. (2015b). Effect of published scientific evidence on glycemic control in adult intensive care units. JAMA Internal Medicine, 175(5), 801.PubMed
Zurück zum Zitat Penfold, R. B., & Zhang, F. (2013). Use of interrupted time series analysis in evaluating health care quality improvements—ClinicalKey. Academic Pediatrics, 13(6), S38–S44.PubMed Penfold, R. B., & Zhang, F. (2013). Use of interrupted time series analysis in evaluating health care quality improvements—ClinicalKey. Academic Pediatrics, 13(6), S38–S44.PubMed
Zurück zum Zitat Pham, H. H., et al. (2007). Care patterns in medicare and their implications for pay for performance. New England Journal of Medicine, 356(11), 1130–1139.PubMed Pham, H. H., et al. (2007). Care patterns in medicare and their implications for pay for performance. New England Journal of Medicine, 356(11), 1130–1139.PubMed
Zurück zum Zitat Prasad, V., et al. (2013). A decade of reversal: An analysis of 146 contradicted medical practices. Mayo Clinic Proceedings, 88(8), 790–798.PubMed Prasad, V., et al. (2013). A decade of reversal: An analysis of 146 contradicted medical practices. Mayo Clinic Proceedings, 88(8), 790–798.PubMed
Zurück zum Zitat Qato, D. M., Trivedi, A. N., Mor, V., & Dore, D. D. (2016). Disparities in discontinuing rosiglitazone following the 2007 FDA safety alert. Medical Care, 54(4), 406–413.PubMedPubMedCentral Qato, D. M., Trivedi, A. N., Mor, V., & Dore, D. D. (2016). Disparities in discontinuing rosiglitazone following the 2007 FDA safety alert. Medical Care, 54(4), 406–413.PubMedPubMedCentral
Zurück zum Zitat Reschovsky, J. D., & O’Malley, A. S. (2008). Do primary care physicians treating minority patients report problems delivering high-quality care? Health Affairs, 27(3), w222–w231.PubMed Reschovsky, J. D., & O’Malley, A. S. (2008). Do primary care physicians treating minority patients report problems delivering high-quality care? Health Affairs, 27(3), w222–w231.PubMed
Zurück zum Zitat Rhoads, K. F., Patel, M. I., Ma, Y., & Schmidt, L. A. (2015). How do integrated health care systems address racial and ethnic disparities in colon cancer? Journal of Clinical Oncology: Official Journal of the American Society of Clinical Oncology, 33(8), 854–860. Rhoads, K. F., Patel, M. I., Ma, Y., & Schmidt, L. A. (2015). How do integrated health care systems address racial and ethnic disparities in colon cancer? Journal of Clinical Oncology: Official Journal of the American Society of Clinical Oncology, 33(8), 854–860.
Zurück zum Zitat Rothenberg, B. M., Pearson, T., Zwanziger, J., & Mukamel, D. (2004). Explaining disparities in access to high-quality cardiac surgeons. The Annals of Thoracic Surgery, 78(1), 18–24.PubMed Rothenberg, B. M., Pearson, T., Zwanziger, J., & Mukamel, D. (2004). Explaining disparities in access to high-quality cardiac surgeons. The Annals of Thoracic Surgery, 78(1), 18–24.PubMed
Zurück zum Zitat Skinner, J., Weinstein, J. N., Sporer, S. M., & Wennberg, J. E. (2003). Racial, ethnic, and geographic disparities in rates of knee arthroplasty among medicare patients. New England Journal of Medicine, 349(14), 1350–1359.PubMed Skinner, J., Weinstein, J. N., Sporer, S. M., & Wennberg, J. E. (2003). Racial, ethnic, and geographic disparities in rates of knee arthroplasty among medicare patients. New England Journal of Medicine, 349(14), 1350–1359.PubMed
Zurück zum Zitat Tsai, T. C., John Orav, E., & Joynt, K. E. (2014). Disparities in surgical 30-day readmission rates for medicare beneficiaries by race and site of care. Annals of Surgery, 259(6), 1086–1090.PubMedPubMedCentral Tsai, T. C., John Orav, E., & Joynt, K. E. (2014). Disparities in surgical 30-day readmission rates for medicare beneficiaries by race and site of care. Annals of Surgery, 259(6), 1086–1090.PubMedPubMedCentral
Zurück zum Zitat Tsugawa, Y., et al. (2018). Association between physician US News & World Report Medical School Ranking and patient outcomes and costs of care: Observational study. BMJ, 362, 3640. Tsugawa, Y., et al. (2018). Association between physician US News & World Report Medical School Ranking and patient outcomes and costs of care: Observational study. BMJ, 362, 3640.
Zurück zum Zitat Ubel, P. A., & Asch, D. A. (2015). Creating value in health by understanding and overcoming resistance to de-innovation. Health Affairs (Project Hope), 34(2), 239–244. Ubel, P. A., & Asch, D. A. (2015). Creating value in health by understanding and overcoming resistance to de-innovation. Health Affairs (Project Hope), 34(2), 239–244.
Zurück zum Zitat van Bodegom-Vos, L., Davidoff, F., & Marang-van de Mheen, P. J. (2017). Implementation and de-implementation: Two sides of the same coin? BMJ Quality & Safety, 26(6), 495–501. van Bodegom-Vos, L., Davidoff, F., & Marang-van de Mheen, P. J. (2017). Implementation and de-implementation: Two sides of the same coin? BMJ Quality & Safety, 26(6), 495–501.
Zurück zum Zitat Wagner, A. K., Soumerai, S. B., Zhang, F., & Ross-Degnan, D. (2002). Segmented regression analysis of interrupted time series studies in medication use research. Journal of Clinical Pharmacy and Therapeutics, 27(4), 299–309.PubMed Wagner, A. K., Soumerai, S. B., Zhang, F., & Ross-Degnan, D. (2002). Segmented regression analysis of interrupted time series studies in medication use research. Journal of Clinical Pharmacy and Therapeutics, 27(4), 299–309.PubMed
Zurück zum Zitat Wallaert, J. B., et al. (2016). Physician specialty and variation in carotid revascularization technique selected for medicare patients. Journal of Vascular Surgery, 63(1), 89–97.PubMed Wallaert, J. B., et al. (2016). Physician specialty and variation in carotid revascularization technique selected for medicare patients. Journal of Vascular Surgery, 63(1), 89–97.PubMed
Zurück zum Zitat Weinstein, J. N., et al. (2006). United States’ trends and regional variations in lumbar spine surgery: 1992–2003. Spine, 31(23), 2707–2714.PubMedPubMedCentral Weinstein, J. N., et al. (2006). United States’ trends and regional variations in lumbar spine surgery: 1992–2003. Spine, 31(23), 2707–2714.PubMedPubMedCentral
Metadaten
Titel
Patient and provider-level factors associated with changes in utilization of treatments in response to evidence on ineffectiveness or harm
verfasst von
Laura Barrie Smith
Nihar R. Desai
Bryan Dowd
Alexander Everhart
Jeph Herrin
Lucas Higuera
Molly Moore Jeffery
Anupam B. Jena
Joseph S. Ross
Nilay D. Shah
Pinar Karaca-Mandic
Publikationsdatum
30.04.2020
Verlag
Springer US
Erschienen in
International Journal of Health Economics and Management / Ausgabe 3/2020
Print ISSN: 2199-9023
Elektronische ISSN: 2199-9031
DOI
https://doi.org/10.1007/s10754-020-09282-2

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