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. 2022 May 3;5(5):CD011703.
doi: 10.1002/14651858.CD011703.pub2.

Pharmaceutical policies: effects of regulating drug insurance schemes

Affiliations

Pharmaceutical policies: effects of regulating drug insurance schemes

Tomas Pantoja et al. Cochrane Database Syst Rev. .

Abstract

Background: Drug insurance schemes are systems that provide access to medicines on a prepaid basis and could potentially improve access to essential medicines and reduce out-of-pocket payments for vulnerable populations.

Objectives: To assess the effects on drug use, drug expenditure, healthcare utilisation and healthcare outcomes of alternative policies for regulating drug insurance schemes.

Search methods: We searched CENTRAL, MEDLINE, Embase, nine other databases, and two trials registers between November 2014 and September 2020, including a citation search for included studies on 15 September 2021 using Web of Science. We screened reference lists of all the relevant reports that we retrieved and reports from the Background section. Authors of relevant papers, relevant organisations, and discussion lists were contacted to identify additional studies, including unpublished and ongoing studies.

Selection criteria: We planned to include randomised trials, non-randomised trials, interrupted time-series studies (including controlled ITS [CITS] and repeated measures [RM] studies), and controlled before-after (CBA) studies. Two review authors independently assessed the search results and reference lists of relevant reports, retrieved the full text of potentially relevant references and independently applied the inclusion criteria to those studies. We resolved disagreements by discussion, and when necessary by including a third review author. We excluded studies of the following pharmaceutical policies covered in other Cochrane Reviews: those that determined how decisions were made about which conditions or drugs were covered; those that placed restrictions on reimbursement for drugs that were covered; and those that regulated out-of-pocket payments for drugs.

Data collection and analysis: Two review authors independently extracted data from the included studies and assessed risk of bias for each study, with disagreements being resolved by consensus. We used the criteria suggested by Cochrane Effective Practice and Organisation of Care (EPOC) to assess the risk of bias of included studies. For randomised trials, non-randomised trials and controlled before-after studies, we planned to report relative effects. For dichotomous outcomes, we reported the risk ratio (RR) when possible and adjusted for baseline differences in the outcome measures. For interrupted time series and controlled interrupted time-series studies, we computed changes along two dimensions: change in level; and change in slope. We undertook a structured synthesis following the EPOC guidance on this topic, describing the range of effects found in the studies for each category of outcomes.

Main results: We identified 58 studies that met the inclusion criteria (25 interrupted time-series studies and 33 controlled before-after studies). Most of the studies (54) assessed a single policy implemented in the United States (US) healthcare system: Medicare Part D. The other four assessed other drug insurance schemes from Canada and the US, but only one of them provided analysable data for inclusion in the quantitative synthesis. The introduction of drug insurance schemes may increase prescription drug use (low-certainty evidence). On the other hand, Medicare Part D may decrease drug expenditure measured as both out-of-pocket spending and total drug spending (low-certainty evidence). Regarding healthcare utilisation, drug insurance policies (such as Medicare Part D) may lead to a small increase in visits to the emergency department. However, it is uncertain whether this type of policy increases or decreases hospital admissions or outpatient visits by beneficiaries of the scheme because the certainty of the evidence was very low. Likewise, it is uncertain if the policy increases or reduces health outcomes such as mortality because the certainty of the evidence was very low.

Authors' conclusions: The introduction of drug insurance schemes such as Medicare Part D in the US health system may increase prescription drug use and may decrease out-of-pocket payments by the beneficiaries of the scheme and total drug expenditures. It may also lead to a small increase in visits to the emergency department by the beneficiaries of the policy. Its effects on other healthcare utilisation outcomes and on health outcomes are uncertain because of the very low certainty of the evidence. The applicability of this evidence to settings outside US healthcare is limited.

PubMed Disclaimer

Conflict of interest statement

Tomas Pantoja: no conflict of interest declared Blanca Peñaloza: no conflict of interest declared Camilo Cid: no conflict of interest declared Cristian A Herrera: no conflict of interest declared

Tomas Pantoja and Cristian A Herrera are editors with Cochrane Effective Practice & Organisation of Care but had no role in the editorial process for this review.

Figures

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1
PRISMA flow diagram
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Included studies by design type
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3
Risk of bias graph for CBA studies: review authors' judgements about each risk of bias item presented as percentages across all included CBA studies
4
4
Risk of bias summary for CBA studies: review authors' judgements about each risk of bias item for each included CBA study
5
5
Risk of bias graph for ITS/CITS studies: review authors' judgements about each risk of bias item presented as percentages across all included ITS/CITS studies
6
6
Risk of bias summary for ITS/CITS studies: review authors' judgements about each risk of bias item for each included ITS and CITS study

Update of

  • doi: 10.1002/14651858.CD011703

References

References to studies included in this review

Adams 2014 {published data only}
    1. Adams AS, Madden JM, Zhang F, Soumerai SB, Gilden D, Griggs J, et al.Changes in use of lipid-lowering medications among black and white dual enrollees with diabetes transitioning from Medicaid to Medicare Part D drug coverage. Medical Care 2014;52(8):695-703. - PMC - PubMed
Afendilus 2011 {published data only}
    1. Afendilus CC, He Y, Zaslavsky AM, Chernew ME.The impact of Medicare Part D on hospitalization rates. Health Services Research 2011;46(4):1022-38. - PMC - PubMed
Asfaw 2019 {published data only}
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Ayyagari 2015 {published data only}
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Ayyagari 2017 {published data only}
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Basu 2010 {published data only}
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Belenky 2019 {published data only}
    1. Belenky N, Pence BW, Cole SR, Dusetzina SB, Edmonds A, Oberlander J, et al.Impact of Medicare Part D on mental health treatment and outcomes for dual eligible beneficiaries with HIV. AIDS Care 2019;31(4):505-12. - PMC - PubMed
Briesacher 2009 {published data only}
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Briesacher 2010 {published data only}
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Briesacher 2015 {published data only}
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Burns 2014 {published data only}
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Carvalho 2019 {published data only}
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Chen 2008 {published data only}
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Chen 2018 {published data only}
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Choi 2017 {published data only}
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Diebold 2018 {published data only}
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Do 2020 {published data only}
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Donohue 2010 {published data only}
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Donohue 2011 {published data only}
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Dranove 2017 {published data only}
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Engelhardt 2011 {published data only}
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Ettner 2011 {published data only}
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Farley 2010 {published data only}
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Fowler 2013 {published data only}
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Huh 2017 {published data only}
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Jung 2019 {published data only}
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Kaestner 2012 {published data only}
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Kaestner 2014 {published data only}
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    1. Kaestner R, Long C, Alexander CG.Effect of prescription drug insurance on hospitalization and mortality: evidence from Medicare Part D. National Bureau of Economic Research Working Paper 19948, February 2014 (www.nber.org/papers/w19948) (accessed 28 January 2022).
Ketcham 2008 {published data only}
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Kircher 2014 {published data only}
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Li 2013 {published data only}
    1. Li R, Gregg EW, Barker LE, Zhang P, Zhang F, Zhuo X, et al.Medicare Part D is associated with reducing the financial burden of health care services in Medicare beneficiaries with diagnosed diabetes. Medical Care 2013;51(10):888-93. - PubMed
Lichtenberg 2007 {published data only}
    1. Lichtenberg FR, Sun SX.The Impact of Medicare Part D on Prescription Drug Use by the Elderly. Cheltenham (UK) and Northampton (Mass): Elgar Research Collection. International Library of Critical Writings in Economics, vol. 284, 2013.
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Lim 2013 {published data only}
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Liu 2011 {published data only}
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Maclean 2020 {published data only}
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Madden 2015 {published data only}
    1. Madden JM, Adams AS, LeCates RF, Ross-Degnan D, Zhang F, Huskamp HA, et al.Changes in drug coverage generosity and untreated serious mental illness transitioning from Medicaid to Medicare Part D. JAMA Psychiatry 2015;72(2):179-88. - PMC - PubMed
McWilliams 2011 {published data only}
    1. McWilliams JM, Zaslavsky AM, Huskamp HA.Effects of medicare prescription drug coverage on non-drug medical spending. Journal of General Internal Medicine 2011;26(1 Suppl):S157.
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Mott 2010 {published data only}
    1. Mott DA, Thorpe JM, Thorpe CT, Kreling DH, Gadkari AS.Effects of Medicare PartD on drug affordability and use: are seniors with prior high out-of-pocket drug spending affected more? Research in Social & Administrative Pharmacy 2010;6(2):90-9. - PMC - PubMed
Nelson 2014 {published data only}
    1. Nelson RE, Nelson SL, Huttner B, Gundlapalli A.The effect of Medicare Part D on health care utilization for non-elderly Medicare recipients with disabilities. Disability and Health Journal 2014;7:64-9. - PubMed
Ong 2012 {published data only}
    1. Ong MK, Xu H, Zhang L, Azocar F, Ettner SL.Effect of medicare part D benzodiazepine exclusion on psychotropic use in benzodiazepine users. Journal of the American Geriatrics Society 2012;60(7):1292-7. - PMC - PubMed
    1. Ong MK, Zhang L, Xu H, Azocar F, Ettner SL.Effect of medicare part D benzodiazepine exclusion on psychotropic use among patients with new anxiety disorders. Journal of General Internal Medicine 2011;26(1 Suppl):S137.
    1. Ong MK, Zhang L, Xu H, Azocar F, Ettner SL.Medicare Part D benzodiazepine exclusion and use of psychotropic medication by patients with new anxiety disorders. Psychiatric Services 2012;63:637-42. - PMC - PubMed
Pak 2017 {published data only}
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Park 2017 {published data only}
    1. Park T, Jung J.The effect of Medicare Part D on prescription drug spending and health care use: 6 years of follow-up, 2007-2012. Journal of Managed Care & Specialty Pharmacy 2017;23(1):5-12. - PMC - PubMed
Pimentel 2015 {published data only}
    1. Pimentel CB, Lapane KL, Rosen AB, Gurwitz GH, Briesacher BA.Medicare Part D’s impact on pain management in dual-eligible nursing home residents with cancer: an interrupted time-series study. Pharmacoepidemiology and Drug Safety 2015;24:131.
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Polinski 2012 {published data only}
    1. Polinski JM, Brookhart MA, Glynn RJ, Schneeweiss S.Comparison between aggregate- and individual-level time-trend analyses to evaluate overall effects of Medicare Part D on use of antipsychotic medications. Pharmacoepidemiology and Drug Safety 2011;20:S107.
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Saverno 2011 {published data only}
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Schneeweiss 2009 {published data only}
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Shrank 2008 {published data only}
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Tan 2021 {published data only}
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Tang 2019 {published data only}
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Yin 2008 {published data only}
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Zhang 2008 {published data only}
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Zhang 2009 {published data only}
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Zhang 2010a {published data only}
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Zhang 2010b {published data only}
    1. Zhang Y, Lave JR, Newhouse JP, Donohue JM.How the Medicare Part D drug benefit changed the distribution of out-of-pocket pharmacy spending among older beneficiaries. Journals of Gerontology. Series B, Psychological Sciences and Social Sciences 2010;65(4):502-7. - PMC - PubMed
Zhang 2011 {published data only}
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Zimmer 2015 {published data only}
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References to studies excluded from this review

Alexander 2018 {published data only}
    1. Alexander GC, Schiman C, Kaestner R.Association between prescription drug insurance and health care utilization among Medicare beneficiaries. Medical Care Research and Review 2018;75(2):153-74. - PubMed
Allin 2009 {published data only}
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Alpert 2016 {published data only}
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Anonymous 2008 {published data only}
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Assayag 2011 {published data only}
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Baik 2012 {published data only}
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Bakk 2015 {published data only}
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Battacharya 2003 {published data only}
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Blais 2003 {published data only}
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Blais 2012 {published data only}
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Blais 2016 {published data only}
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Blumberg 2015 {published data only}
    1. Blumberg DM, Prager AJ, Liebmann JM, Cioffi GA, De Moraes CG.Cost-related medication nonadherence and cost-saving behaviors among patients with glaucoma before and after the implementation of Medicare Part D. JAMA Ophtalmology 2015;133(9):985-96. - PubMed
Bonakdar 2014 {published data only}
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Briesacher 2011 {published data only}
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Brill 2007 {published data only}
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Chakravarty 2015 {published data only}
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Chakravarty 2020 {published data only}
    1. Chakravarty S.Did the Medicare prescription drug program lead to new racial and ethnic disparities? Examining long-term changes in prescription drug access among minority populations. Social Work in Public Health 2020;35(5):248-60. - PubMed
Chen 2009 {published data only}
    1. Chen H, Chaudhari S, Aparasu R, Johnson M.Out of pocket psychotropic prescription burden on elderly Medicare beneficiaries before and after the implementation of Medicare Part D. Value in Health 2009;12(3):A16.
Chen 2009a {published data only}
    1. Chen H, Obajuluwa T, Johnson M, Aparasu R.The effect of medicare part D on inappropriate psychotropic medication use in the elderly. Value in Health 2009;12 (3):A12.
Chen 2011 {published data only}
    1. Chen J, Rizzo JA, Ortega AN.Racial and ethnic differences in drug expenditures and access under Medicare Part D. Journal of Health Care for the Poor and Underserved 2011;22(3):1059-74. - PubMed
    1. Chen J.Racial and ethnic disparities in the pharmaceutical cost under Medicare Part D. Value in Health 2010;13(3):A87.
Chen 2014 {published data only}
    1. Chen Y, Kreling D.Following Medicare beneficiaries' benzodiazepine use patterns: exploring the impact of the Medicare Part D exclusion policy. Journal of the American Pharmacists Association 2012;52(2):266.
    1. Chen YC, Kreling DH.The effect of the Medicare Part D benzodiazepine exclusion on the utilization patterns of benzodiazepines and substitute medications. Research in Social & Administrative Pharmacy 2014;10(2):438-47. - PubMed
Cheng 2012b {published data only}
    1. Cheng L, Rascati K.Impact of Medicare Part D for patients with diabetes: trends in out-of-pocket drug expenditures, total drug expenditures, total medical expenditures, and health-related quality of life from 2003 to 2008. Journal of the American Pharmacists Association 2012;52(2):212.
Cheng 2012c {published data only}
    1. Cheng LI, Rascati KL.Effect of Medicare Part D on drug utilization, drug expenditures, and health care spending in patients with chronic pulmonary obstructive disease. Value in Health 2012;15(4):A2.
Cheng 2012d {published data only}
    1. Cheng L, Rascati K.Assessing the impact of Medicare Part D three years after its implementation: trends in prescription and medical expenditures for medicare-age adults with arthritis. Journal of Managed Care Pharmacy 2012;18(2):160-1.
    1. Cheng LI, Rascati KL.Impact of Medicare Part D for medicare-age adults with arthritis: prescription use, prescription expenditures, and medical spending from 2005 to 2008. Arthritis Care & Research 2012;64(9):1423-9. - PubMed
Clayton 2015 {published data only}
    1. Clayton D.Essays in Health Economics (PhD dissertation). San Diego: University of California, 2015.
Cohen 2012 {published data only}
    1. Cohen JP.Evaluating the impact of Medicare Part D on quality metrics. Expert Review of Pharmacoeconomics & Outcomes Research 2012;12(3):271-3. - PubMed
Crossley 2000 {published data only}
    1. Crossley TF, Grootendorst P, Kokkmaz S, Veall MR.The effects of drug subsidies on out-of-pocket prescription drug expenditures by seniors: regional evidence from Canada. The Australian National University, Centre for Economic Policy Research, Discusion paper N° 422. November 2000 (openresearch-repository.anu.edu.au/bitstream/1885/40212/2/DP422.pdf) (accessed 28 January 2022).
Crutchfield 2006 {published data only}
    1. Crutchfield D.Impact of Medicare Part D on long-term care. Managed Care 2006;15(7 Suppl 3):28-30. - PubMed
Curtis 2004 {published data only}
    1. Curtis LH, Law AW, Anstrom KJ, Schulman KA.The insurance effect on prescription drug expenditures among the elderly: findings from the 1997 Medical Expenditure Panel Survey. Medical Care 2004;42(5):439-46. - PubMed
Dall 2013 {published data only}
    1. Dall TM, Blanchard TD, Gallo PD, Semilla AP.The economic impact of Medicare Part D on congestive heart failure. American Journal of Managed Care 2013;19(6):S97-S100. - PubMed
Després 2014 {published data only}
    1. Després F, Forget A, Kettani F-Z, Perreault S.Impact of the type of drug insurance plan on adherence and cost of antihypertensive agents. Pharmacoepidemiology and Drug Safety 2013;22(Suppl 1):172.
    1. Després F, Perreault S, Lalonde L, Forget A, Kettani FZ, Blais L.Impact of drug plans on adherence to and acquisition cost of antihypertensive medications among patients covered by a Universal Drug Insurance Program. Journal of Population Therapeutics and Clinical Pharmacology [Journal de la Therapeutique des Populations et de la Pharamcologie Clinique] 2013;20(3):e267.
    1. Després F, Perreault S, Lalonde L, Forget A, Kettani FZ, Blais L.Impact of drug plans on adherence to and the cost of antihypertensive medications among patients covered by a universal drug insurance program. Canadian Journal of Cardiology 2014;30(5):560-7. - PubMed
Diao 2019 {published data only}
    1. Diao Y, Qian J, Liu Y, Zhou Y, Wang Y, Ma H, et al.How government insurance coverage changed the utilization and affordability of expensive targeted anti-cancer medicines in China: an interrupted time-series study. Journal of Global Health 2019;9(2):020702. - PMC - PubMed
Dismuke 2013 {published data only}
    1. Dismuke CE, Egede LE.Medicare Part D prescription drug program: benefits, unintended consequences and impact on health disparities. Journal of General Internal Medicine 2013;28(7):860-1. - PMC - PubMed
Domino 2010 {published data only}
    1. Domino ME, Farley JF.Economic Grand Rounds: did Medicare Part D improve access to medications? Psychiatric Services (Washington, D.C.) 2010;61(2):118-20. - PubMed
Donohue 2012 {published data only}
    1. Donohue JM, Marcum Z, Zhang Y, Men A, Gellad W, Lave J, et al.Medicare Part D's impact on high risk medication use among older adults. Clinical and Translational Science 2010;3(2):S25.
    1. Donohue JM, Marcum ZA, Gellad WF, Lave JR, Men A, Hanlon JT.Medicare Part D and potentially inappropriate medication use in the elderly. American Journal of Managed Care 2012;18(9):e315-e322. - PMC - PubMed
Donohue 2014 {published data only}
    1. Donohue JM.The impact and evolution of Medicare Part D. New England Journal of Medicine 2014;371(8):693-5. - PubMed
Dormuth 2011 {published data only}
    1. Dormuth CR, Morrow RL, Carney G.Trends in health care utilization in British Columbia following public coverage for tiotropium. Value in Health 2011;14:600-6. - PubMed
Doshi 2004 {published data only}
    1. Doshi JA, Brandt N, Stuart B.The impact of drug coverage on COX-2 inhibitor use in Medicare. Health Affairs 2004;Suppl W4:95-104. - PubMed
Duggan 2008a {published data only}
    1. Duggan M, Healy P, Morton FS.Providing prescription drug coverage to the elderly: America's experiment with Medicare Part D. Journal of Economic Perspectives 2008;22(4):69-92. - PubMed
Duggan 2010 {published data only}
    1. Duggan M, Morton FS.The effect of Medicare Part D on pharmaceutical prices and utilization. American Economic Review 2010;100(1):590-607. - PubMed
    1. Duggan M, Morton FS.The effect of Medicare Part D on pharmaceutical prices and utilization. National Bureau of Economic Research Working Paper 13917, April 2008 (www.nber.org/papers/w13917) (accessed 28 January 2022).
    1. Duggan M, Morton FS.The Effect of Medicare Part D on Pharmaceutical Prices and Utilization. Vol. 284. Cheltenham (U.K) and Northampton (Mass): Elgar Research Collection. International Library of Critical Writings in Economics, 2013.
Duggan 2011 {published data only}
    1. Duggan MG, Scott MF.The medium-term impact of Medicare Part D on pharmaceutical prices. American Economic Review 2011;101(3):387-92.
Duru 2010 {published data only}
    1. Duru OK, Mangione CM, Hsu J, Steers WN, Quiter E, Turk N, et al.Generic-only drug coverage in the Medicare Part D gap and effect on medication cost-cutting behaviors for patients with diabetes mellitus: the Translating Research into Action for Diabetes study. Journal of the American Geriatrics Society 2010;58(5):822-8. - PMC - PubMed
Engelhardt 2016 {published data only}
    1. Engelhardt G.Prescription drug insurance coverage, drug utilization, and cost-related non-adherence: evidence from the Medicare Part D expansion. Center for Retirement Research at Boston College, Working paper 2011-19, November 2011 (crr.bc.edu/working-papers/prescription-drug-insurance-coverage-drug-util...) (accessed 28 January 2022):31.
    1. Engelhardt GV.Prescription drug coverage and drug utilization: new evidence from the HRS Prescription Drug study. Journal of Economic and Social Measurement 2016;41(1):49-65.
Evans‐Molina 2007 {published data only}
    1. Evans-Molina C, Regan S, Henault LE, Hylek EM, Schwartz GR.The new Medicare Part D prescription drug benefit: an estimation of its effect on prescription drug costs in a Medicare population with atrial fibrillation. Journal of the American Geriatric Society 2007;55(7):1038-43. - PMC - PubMed
Fryatt 1994 {published data only}
    1. Fryatt RJ, Rai P, Crowley SP, Gurung YB.Community financing of drug supplies in rural Nepal: evaluating a 'fee per item' drug scheme. Health Policy and Planning 1994;9(2):193-203. - PubMed
Fu 2010 {published data only}
    1. Fu AZ, Tang AS, Wang N, Du D, Jiang JZ.Effect of Medicare Part D on potentially inappropriate medication use by older adults. Journal of the American Geriatrics Society 2010;58(5):944-9. - PubMed
Gianfrancesco 1994 {published data only}
    1. Gianfrancesco FD, Baines AP, Richards D.Utilization effects of prescription drug benefits in an aging population. Health Care Financing Review 1994;15(3):113-26. - PMC - PubMed
Golden 2010 {published data only}
    1. Golden AG, Fass J, Tewary S, Stefanacci RG, Roos BA.Cost consideration by Medicare Part D plans may promote the use of potentially inappropriate medications . Journal of the American Geriatrics Society 2010;58(5):979-81. - PubMed
Grootendorst 1997 {published data only}
    1. Grootendorst PV, O'Brien BJ, Anderson GM.On becoming 65 in Ontario. Effects of drug plan eligibility on use of prescription medicines. Medical Care 1997;35:386-98. - PubMed
Grootendorst 2015 {published data only}
    1. Grootendorst P.How Effective Is the Medicare Part D Drug plan? Annals of Internal Medicine 2015;162(12):869-70. - PubMed
Hanley 2008 {published data only}
    1. Hanley GE, Morgan S, Hurley J, Van Doorslaer E.Distributional consequences of the transition from age-based to income-based prescription drug coverage in British Columbia, Canada. Health Economics 2008;17(12):1379-92. - PubMed
Hanley 2011 {published data only}
    1. Hanley GE, Morgan S, Barer M, Reid RJ.The redistributive effect of the move from age-based to income-based prescription drug coverage in British Columbia, Canada. Health Policy (Amsterdam, Netherlands) 2011;101(2):185-94. - PubMed
Hanlon 2013 {published data only}
    1. Hanlon JT, Boudreau RM, Perera S, Stromeyer ES, Newman AB, Simonsick EM, et al.Racial differences in antilipemic use and lipid control in high-risk older adults: post–Medicare Part D. American Heart Journal 2013;166(4):792-7. - PMC - PubMed
    1. Hanlon JT, Zheng Y, Boudreau RM, Strotmeyer ES, Newman AB, Simonsick EM, et al.Antilipemic use and lipid control in older black and white adults with coronary heart disease and/or diabetes mellitus pre-and post-medicare Part D. Journal of the American Geriatrics Society 2012;60:S110.
Havrda 2005 {published data only}
    1. Havrda DE, Omundsen BA, Bender W, Kirkpatrick MA.Impact of the Medicare Modernization Act on low-income persons. Annals of Internal Medicine 2005;143(8):600-8. - PubMed
Hoadley 2012 {published data only}
    1. Hoadley JF, Merrell K, Hargrave E, Summer L.In Medicare Part D plans, low or zero copays and other features to encourage the use of generic statins work, could save billions. Health Affairs 2012;31(10):2266-75. - PubMed
Hu 2017 {published data only}
    1. Hu T, Decker SL, Chou SY.The impact of health insurance expansion on physician treatment choice: Medicare Part D and physician prescribing. International Journal of Health Economic & Management 2017;06:1. - PMC - PubMed
    1. Hu T, Decker SL, Chou S-Y.The impact of health insurance expansion on physician treatment choice: Medicare Part D and physician prescribing. National Bureau of Economic Research Working Paper 20708, November 2014 (www.nber.org/papers/w20708) (accessed 28 January 2022). - PMC - PubMed
Hudson 2009 {published data only}
    1. Hudson N.Changes in drug utilization for seniors without prior prescription drug insurance. Find Brief 2009;12(2):1-3. - PubMed
Hudson 2010 {published data only}
    1. Hudson N.Examining the impact of Part D on nursing home residents. Findings Brief 2010;13(4):1-3. - PubMed
Huh 2008 {published data only}
    1. Huh S, Rice T, Ettner SL.Prescription drug coverage and effects on drug expenditures among elderly Medicare beneficiaries. Health Services Research 2008;43(3):810-32. - PMC - PubMed
Huntington 2016 {published data only}
    1. Huntington SF, Davidoff AJ.High-cost, high-value oral specialty drugs: more evidence on the impact of cost sharing in Medicare Part D. Journal of Clinical Oncology 2016;34(36):4307-9. - PubMed
Huskamp 2009 {published data only}
    1. Huskamp HA, West JC, Rae DS, Rubio-Stipec M, Regier DA, Frank RG.Part D and dually eligible patients with mental illness: medication access problems and use of intensive services. Psychiatric Services 2009;60(9):1169-74. - PMC - PubMed
Huskamp 2013 {published data only}
    1. Huskamp HA, Stevenson DG, O'Malley J, Dusetzina SB, Mitchell SL, Zarowitz BJ, et al.Medicare part D plan generosity and medication use among dual-eligible nursing home residents. Medical Care 2013;51(10):894-900. - PMC - PubMed
Hussein 2016 {published data only}
    1. Hussein M, Waters T.The impact of Medicare Part D on racial/ethnic disparities in the use of cardioprotective medications among medicare seniors. Journal of the American Pharmacists Association 2014;54(2):e110.
    1. Hussein M, Waters TM, Chang CF, Bailey JE, Brown LM, Solomon DK.Impact of Medicare part D on racial disparities in adherence to cardiovascular medications among the elderly. Medical Care Research and Review 2016;73(4):410-36. - PubMed
Joyce 2009 {published data only}
    1. Joyce GF, Goldman DP, Vogt WB, Sun E, Jena AB.Medicare Part D after 2 years. American Journal of Managed Care 2009;15(8):536-44. - PMC - PubMed
Kanters 2012 {published data only}
    1. Kanters T, Redekop W, Hakkaart L.Factors predicting reimbursement decisions on orphan drugs in eight countries. Value in Health 2012;15(7):A308.
Kennedy 2011 {published data only}
    1. Kennedy JJ, Maciejewski M, Liu D, Blodgett E.Cost-related nonadherence in the Medicare program: the impact of Part D. Medical Care 2011;49(5):522-6. - PubMed
Ketcham 2008b {published data only}
    1. Ketcham JD, Epstein AJ.Medicaid preferred drug lists' costs to physicians. Medical Care 2008;46(1):9-16. - PubMed
Khan 2007 {published data only}
    1. Khan N, Kaestner R, Lin S-J.Effect of prescription drug coverage on health of the elderly. Health Services Research 2008;43(5 Pt 1):1576-97. - PMC - PubMed
    1. Khan N, Kaestner R, Lin SJ.Prescription drug insurance and its effect on utilization and health of elderly. National Bureau of Economic Research working paper 12848, January 2007. www.nber.org/papers/w12848 (accessed 28 January 2022).
Khan 2010 {published data only}
    1. Khan N, Kaestner R.Medicare part D and its impact on prescription drug use. Value in Health 2010;13(3):A83.
King 2009 {published data only}
    1. King G, Gakidou E, Imai K, Lakin J, Moore RT, Nall C, et al.Public policy for the poor? A randomised assessment of the Mexican universal health insurance programme. Lancet 2009;373(9673):1447-54. - PubMed
Lai 2014 {published data only}
    1. Lai L, Ting A.The effect of Medicare Part D on medication prescribing patterns and drug utilization: the case of non-benzodiazepine sedative hypnotics. Value in Health 2014;17(3):A67.
Lakdawalla 2007 {published data only}
    1. Lakdawalla D, Sood N.The welfare effect of public drug insurance. National Bureau of Economic Research working paper 13501, October 2007. www.nber.org/papers/w13501 (accessed 28 January 2022).
Lee 2014 {published data only}
    1. Lee KS, Hendrie D, Sunderland VB, Moorin R.The impact of cost containment reforms to the pharmaceutical benefits scheme (PBS) on prescribing volumes and expenditure in Australia: 1992 to 2011. Value in Health 2014;17(7):A408. - PubMed
Levine 2013 {published data only}
    1. Levine DA, Morgenstern LB, Langa KM, Piette JD, Rogers MAM, Karve SJ.Recent trends in cost-related medication nonadherence among stroke survivors in the United States. Annals of Neurology 2013;73(2):180-8. - PMC - PubMed
Li 2012 {published data only}
    1. Li P, McElligott S, Bergquist H, Schartz H, Doshi JA.Effect of the Medicare Part D coverage gap on medication use among patients with hypertension and hyperlipidemia. Annals of Internal Medicine 2012;156(11):776-84. - PubMed
Lind 2018 {published data only}
    1. Lind KE, Hildreth K, Lindrooth R, Morrato E, Crane LA, Coca Peraillon M.Effect of Medicare Part D on ethnoracial disparities in antidementia medication use. Journal of the American Geriatriatric Society 2018;66:1760-7. - PubMed
Liu 2004 {published data only}
    1. Liu S, Romeis JC.Changes in drug utilization following the outpatient prescription drug cost-sharing program - evidence from Taiwan’s elderly. Health Policy 2004;68(3):277-87. - PubMed
Ma 2019 {published data only}
    1. Ma X, Zhang Y, Zhang M, Li X, Yin H, Li K, et al.Decomposing the effect of drug benefit program on antihypertensive medication adherence among the elderly in urban China. Patient Prefer Adherence 2019;13:1111-23. - PMC - PubMed
Maclean 2019 {published data only}
    1. Maclean JC, Cook B, Carson N, Pesko MF.Public health insurance and prescription medications for mental illness. Journal of Economic Analysis and Policy 2019;19(1):1-25.
    1. Maclean JC, Cook BL, Carson N, Pesko MF.Public insurance and psychotropic prescription medications for mental illness. National Bureau of Economic Research working paper 23760, March 2018. www.nber.org/papers/w23760 (accessed 28 January 2022).
Madden 2008 {published data only}
    1. Madden JM, Graves AJ, Zhang F, Adams AS, Briesacher BA, Ross-Degnan D, et al.Cost-related medication non adherence and spending on basic needs following implementation of Medicare Part D. JAMA 2008;299(16):1922-8. - PMC - PubMed
Mahmoudi 2014 {published data only}
    1. Mahmoudi E.An Examination of the Effects of Medicare Part D on Racial/Ethnic Disparities (dissertation). Vol. Paper 549. Wayne State University, 2012.
    1. Mahmoudi E, Jensen GA.Has Medicare Part D reduced racial/ethnic disparities in prescription drug use and spending? Health Services Research 2014;49(2):502-25. - PMC - PubMed
Mahmoudi 2015 {published data only}
    1. Mahmoudi E, Jensen GA, Tarraf W.Effects of Medicare Part D on racial/ethnic disparities in hospital utilization among seniors. Journal of Aging and Health 2015;27(5):797-826. - PubMed
    1. Mahmoudi E.An Examination of the Effects of Medicare Part D on Racial/Ethnic Disparities (dissertation). Vol. Paper 549. Wayne State University, 2012.
Mahmoudi 2016 {published data only}
    1. Mahmoudi E, Levy H G.How did Medicare Part D affect racial and ethnic disparities in drug coverage? Journal of Gerontology 2016;71(3):581-9. - PMC - PubMed
Majercak 2013 {published data only}
    1. Majercak K, Li C.Impact of Medicare Part D: comparison of health care expenditures and utilization for medicare patients with diabetes. Value in Health 2013;16(3):A172.
Millett 2010 {published data only}
    1. Millet C, Everett CJ, Matheson EM, Bindman AB, Mainous AG 3rd.Impact of Medicare Part D on seniors’ out-of-pocket expenditures on medications. Archives of Internal Medicine 2010;170(15):1325-30. - PubMed
Morgan 2006 {published data only}
    1. Morgan S, Evans RG, Hanley GE, Caetano PA, Black C.Income-based drug coverage in British Columbia: lessons for BC and the rest of Canada. Health Policy 2006;2(2):115-27. - PMC - PubMed
Morgan 2017 {published data only}
    1. Morgan SG, Gagnon MA, Charbonneau M, Vadeboncoeur A.Evaluating the effects of Quebec's private-public drug insurance system. Canadian Medical Association Journal 2017;189(40):E1259-63. - PMC - PubMed
Moulton 2017 {published data only}
    1. Moulton JG, Diebold JC, Scott JC.The impact of Medicare Part D on self-employment. Research on Aging 2017;39(1):64-85. - PubMed
Nair 2010 {published data only}
    1. Nair KV, Jan SA, Wolfe P, Allen RR, Saseen JJ.Impact of Medicare Part D on utilization and expenditures. American Journal of Pharmacy Benefits 2010;2(3):209-20.
Nattinger 2017 {published data only}
    1. Nattinger AB, Wozniak EM, McGinley EL, Li J, Laud P, Pezzin LE.Socioeconomic disparities in mortality among women with incident breast cancer before and after implementation of Medicare Part D. Medical Care 2017;55:463-9. - PMC - PubMed
Neuman 2007 {published data only}
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Neuman 2009 {published data only}
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Pacula 2015 {published data only}
    1. Pacula RL, Powell D, Taylor E.Does prescription drug coverage increase opioid abuse? Evidence from Medicare Part D. National Bureau of Economic Research working paper 21072, April 2015. www.nber.org/papers/w21072 (accessed 28 January 2022).
Patel 2006 {published data only}
    1. Patel UD, Davis MM.Falling into the doughnut hole: drug spending among beneficiaries with end-stage renal disease under Medicare Part D plans. Journal of the American Society of Nephrology 2006;17(9):2546-53. - PubMed
Peron 2013 {published data only}
    1. Peron EP, Perera S, Boudreau R, Donohue GM, Gray SL, Ruby C, et al.Appropriateness of antihypertensive prescribing after Medicare Part D. Journal of the American Geriatrics Society 2013;61:S52.
Pezalla 2007 {published data only}
    1. Pezalla E.The effect of the Medicare Part D benefit on medication management. Managed Care Interface 2007;20(7):13-5. - PubMed
Pezzin 2015 {published data only}
    1. Pezzin LE, Laud P, McGinley E, Nattinger A.Did Medicare Part D reduce socioeconomic disparities in mortality? An analysis of breast cancer patients. Journal of Clinical Oncology 2015;33(15 Suppl 1): e17602 .
Polinski 2012b {published data only}
    1. Polinski JM, Schneeweiss S, Glynn RJ, Lii J, Rassen JA.Confronting “confounding by health system use” in Medicare Part D: comparative effectiveness of propensity score approaches to confounding adjustment. Pharmacoepidemiology and Drug Safety 2012;21(S2):90-8. - PMC - PubMed
Powell 2017 {published data only}
    1. Powell D, Pacula RL, Taylor EA.How increasing medical access to opioids contributes to the opioid epidemic: evidence from Medicare Part D. National Bureau of Economic Research working paper 21072, April 2015 (www.nber.org/papers/w21072) (accessed 28 January 2022). - PMC - PubMed
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Rubin 2000 {published data only}
    1. Rubin RJ.Evaluating Medicare pharmaceutical benefit proposals. Journal of Medical Practice Management 2000;15:279-80.
Rudholm 2005 {published data only}
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Safran 2010 {published data only}
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Sarma 2007 {published data only}
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Semilla 2015 {published data only}
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Sepulveda 2011 {published data only}
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Stefanacci 2004 {published data only}
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Stevenson 2014 {published data only}
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Stuart 2011 {published data only}
    1. Stuart B, Simoni-Wastila L, Yin X, Davidoff A, Zuckerman IH, Doshi J.Medication use and adherence among elderly Medicare beneficiaries with diabetes enrolled in Part D and retiree health plans. Medical Care 2011;49(5):511-5. - PubMed
Stuart 2013 {published data only}
    1. Stuart B, Davidoff A, Erten M, Gottlief SS, Dai M, Shaffer T, et al.How Medicare Part D Benefit phases affect adherence with evidence-based medications following acute myocardial infarction. Health Services Research 2013;48(6):1960-77. - PMC - PubMed
Sun 2007 {published data only}
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Tang 2014 {published data only}
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Tarrants 2010 {published data only}
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    1. Tarrants M, Shea T, Denarie M, Castelli-Haley J.The effect of Medicare Part D on patients with Parkinson's disease. Annals of Long-term Care 2010;18(4):9-13.
    1. Tarrants ML, Shea T, Denarie M, Castelli-Haley J.The effect of the Medicare Part D on Parkinson's disease patients. Movement Disorders 2010;25(Suppl 2):S430.
Urmie 2011 {published data only}
    1. Urmie JM, Farris KB, Doucette WR, Goedken AM.Effect of Medicare Part D and insurance type on Medicare beneficiary access to prescription medication and use of prescription cost-saving measures. Journal of the American Pharmaceutical Association 2011;51(1):72-81. - PubMed
Vaidya 2012 {published data only}
    1. Vaidya V, Blazejewski L, Partha G, Patel P, Pinto S.Impact on Medicare Part D on statin utilization in elderly population. Journal of the American Pharmacists Association 2011;51(2):219.
    1. Vaidya V, Blazejewski L, Pinto S.Implementation of Medicare Part D and statin use among the elderly population with diabetes. Journal of Pharmaceutical Health Services Research 2012;3:191-6.
Wang 2012 {published data only}
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Wang 2014 {published data only}
    1. Wang J, Qiao Y, Shih YT, Jamison JJ, Spivey CA, Li L, et al.Effects of Medicare Part D on disparity implications of medication therapy management eligibility criteria. American Health Drug Benefits 2014;7(6):346-58. - PMC - PubMed
Wang 2015 {published data only}
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Wang 2019 {published data only}
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Zeng 2013 {published data only}
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Zhang 2010c {published data only}
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Zhang 2013 {published data only}
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Zivin 2009 {published data only}
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References to studies awaiting assessment

Americo 2020 {published data only}
    1. Américo P, Rocha R.Subsidizing access to prescription drugs and health outcomes: the case of diabetes. Journal of Health Economics 2020;72:102347. [DOI: 10.1016/j.jhealeco.2020.102347] - DOI - PubMed
Sabety 2021 {published data only}
    1. Sabety AH, Sherry TB, Maestas N.Opioid use in older adults and Medicare Part D. Health Services Research 2021;56(2):289-98. [DOI: 10.1111/1475-6773.13623] - DOI - PMC - PubMed

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References to other published versions of this review

Pantoja 2015
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