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Guindon GE, Stone E, Trivedi R, Garasia S, Khoee K, Olaizola A. The Associations of Prescription Drug Insurance and Cost-Sharing With Drug Use, Health Services Use, and Health: A Systematic Review of Canadian Studies. VALUE IN HEALTH : THE JOURNAL OF THE INTERNATIONAL SOCIETY FOR PHARMACOECONOMICS AND OUTCOMES RESEARCH 2023; 26:1107-1129. [PMID: 36842717 DOI: 10.1016/j.jval.2023.02.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/14/2022] [Revised: 12/12/2022] [Accepted: 02/17/2023] [Indexed: 06/18/2023]
Abstract
OBJECTIVES In Canada, public insurance for physician and hospital services, without cost-sharing, is provided to all residents. Outpatient prescription drug coverage, however, is provided through a patchwork system of public and private plans, often with substantial cost-sharing, which leaves many underinsured or uninsured. METHODS We conducted a systematic review to examine the association of drug insurance and cost-sharing with drug use, health services use, and health in Canada. We searched 4 electronic databases, 2 grey literature databases, 5 specialty journals, and 2 working paper repositories. At least 2 reviewers independently screened articles for inclusion, extracted characteristics, and assessed risk of bias. RESULTS The expansion of drug insurance was associated with increases in drug use, individuals who reported drug insurance generally reported higher drug use, and increases in and higher levels of drug cost-sharing were associated with lower drug use. Although a number of studies found statistically significant associations between drug insurance or cost-sharing and health services use, the magnitudes of these associations were generally fairly small. Among 5 studies that examined the association of drug insurance and cost-sharing with health outcomes, 1 found a statistically significant and clinically meaningful association. We did not find that socioeconomic status or sex were effect modifiers; there was some evidence that health modified the association between drug insurance and cost-sharing and drug use. CONCLUSIONS Increased cost-sharing is likely to reduce drug use. Universal pharmacare without cost-sharing may reduce inequities because it would likely increase drug use among lower-income populations relative to higher-income populations.
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Affiliation(s)
- G Emmanuel Guindon
- Centre for Health Economics and Policy Analysis, McMaster University, Hamilton, Ontario, Canada.
| | - Erica Stone
- Centre for Health Economics and Policy Analysis, McMaster University, Hamilton, Ontario, Canada
| | - Riya Trivedi
- Centre for Health Economics and Policy Analysis, McMaster University, Hamilton, Ontario, Canada
| | - Sophiya Garasia
- Centre for Health Economics and Policy Analysis, McMaster University, Hamilton, Ontario, Canada
| | - Kimia Khoee
- Centre for Health Economics and Policy Analysis, McMaster University, Hamilton, Ontario, Canada
| | - Alexia Olaizola
- Department of Economics, Stanford University, Stanford, CA, USA
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Pantoja T, Peñaloza B, Cid C, Herrera CA, Ramsay CR, Hudson J. Pharmaceutical policies: effects of regulating drug insurance schemes. Cochrane Database Syst Rev 2022; 5:CD011703. [PMID: 35502614 PMCID: PMC9062704 DOI: 10.1002/14651858.cd011703.pub2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
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.
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Affiliation(s)
- Tomas Pantoja
- Department of Family Medicine, Faculty of Medicine, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Blanca Peñaloza
- Department of Family Medicine, Faculty of Medicine, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Camilo Cid
- Department of Public Health, School of Medicine, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Cristian A Herrera
- Department of Public Health, Faculty of Medicine, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Craig R Ramsay
- Health Services Research Unit, University of Aberdeen, Aberdeen, UK
| | - Jemma Hudson
- Health Services Research Unit, University of Aberdeen, Aberdeen, UK
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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. J Manag Care Spec Pharm 2017; 23:5-12. [PMID: 28025927 PMCID: PMC10398226 DOI: 10.18553/jmcp.2017.23.1.5] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
BACKGROUND Previous studies have shown that Medicare Part D was associated with a reduction in out-of-pocket expenditures for Medicare beneficiaries during the early years of its implementation (2006 and 2007). However, a question remains regarding the effect of Part D on out-of-pocket expenditures in the longer term. OBJECTIVE To evaluate the effects of Part D on prescription drug expenditures and certain health care use for a longer time period using a large, nationally representative sample of Medicare beneficiaries. METHODS Using Medical Expenditure Panel Survey (MEPS) data from 2000 through 2005 (pre-Part D period) and from 2007 through 2012 (Part D era), this study identified a cohort of elderly Medicare beneficiaries (treatment group) and a near-elderly non-Medicare population (control group). A difference-in-differences analysis was conducted to estimate the effect of Part D on prescription medication use and expenditures and outpatient visits. Propensity score weights and sampling weights were applied to obtain unbiased effect estimates accounting for complex survey designs. RESULTS A total of 26,585 elderly Medicare beneficiaries and 20,688 near-elderly non-Medicare beneficiaries were identified. The introduction of Part D was associated with an adjusted average reduction of $105 in annual out-of-pocket spending on prescription drugs during the post-Part D period (2007 through 2012). The reduction in annual out-of-pocket spending ranged from $49 to $152 during the post-Part D period. No significant increase was found in total prescription expenditures or prescription medication use following the introduction of Part D nor were there significant changes in outpatient visits. CONCLUSIONS A continued reduction of Part D out-of-pocket drug expenditures was found each year from 2007 to 2012. DISCLOSURES No funding has been received to conduct this study or prepare this manuscript. The authors have no conflicts of interest to declare. Study concept and design were primarily contributed by Park with assistance from Jung. Both authors contributed equally to data analysis and interpretation. The manuscript was written primarily by Park, with assistance from Jung, and revised primarily by Jung.
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Affiliation(s)
- Taehwan Park
- 1 St. Louis College of Pharmacy, St. Louis, Missouri
| | - Jeah Jung
- 2 College of Health and Human Development, The Pennsylvania State University, University Park, Pennsylvania
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Lexchin J, Grootendorst P. Effects of Prescription Drug User Fees on Drug and Health Services Use and on Health Status in Vulnerable Populations: A Systematic Review of the Evidence. INTERNATIONAL JOURNAL OF HEALTH SERVICES 2016; 34:101-22. [PMID: 15088676 DOI: 10.2190/4m3e-l0yf-w1td-ekg0] [Citation(s) in RCA: 110] [Impact Index Per Article: 13.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Rising pharmaceutical expenditures have led to the use of cost-sharing measures. The authors undertook a systematic review of the effects of cost sharing on vulnerable populations (the poor and those with chronic illnesses). Virtually every article reviewed supports the view that cost sharing decreases the use of prescription drugs in these populations. Copayments or a cap on the monthly number of subsidized prescriptions lower drug costs for the payer, but any savings may be offset by increases in other health care areas. Cost sharing also leads to patients foregoing essential medications and to a decline in health care status.
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Affiliation(s)
- Joel Lexchin
- School of Health Policy and Management at York University, Toronto, Canada.
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Kircher SM, Johansen ME, Nimeiri HS, Richardson CR, Davis MM. Impact of Medicare Part D on out-of-pocket drug costs and medical use for patients with cancer. Cancer 2014; 120:3378-84. [PMID: 24962682 DOI: 10.1002/cncr.28898] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2014] [Revised: 05/30/2014] [Accepted: 06/12/2014] [Indexed: 11/10/2022]
Abstract
BACKGROUND Medicare Part D was designed to reduce out-of-pocket (OOP) costs for Medicare beneficiaries, but to the authors' knowledge the extent to which this occurred for patients with cancer has not been measured to date. The objective of the current study was to examine the impact of Medicare Part D eligibility on OOP cost for prescription drugs and use of medical services among patients with cancer. METHODS Using the Medical Expenditure Panel Survey (MEPS) for the years 2002 through 2010, a differences-in-differences analysis estimated the effects of Medicare Part D eligibility on OOP pharmaceutical costs and medical use. The authors compared per capita OOP cost and use between Medicare beneficiaries (aged ≥65 years) with cancer to near-elderly patients aged 55 years to 64 years with cancer. Statistical weights were used to generate nationally representative estimates. RESULTS A total of 1878 near-elderly and 4729 individuals with Medicare were included (total of 6607 individuals). The mean OOP pharmaceutical cost for Medicare beneficiaries before the enactment of Part D was $1158 (standard error, ±$52) and decreased to $501 (standard error, ±$30), a decline of 43%. Compared with changes in OOP pharmaceutical costs for nonelderly patients with cancer over the same period, the implementation of Medicare Part D was associated with a further reduction of $356 per person. Medicare Part D appeared to have no significant impact on the use of medications, hospitalizations, or emergency department visits, but was associated with a reduction of 1.55 in outpatient visits. CONCLUSIONS Medicare D has reduced OOP prescription drug costs and outpatient visits for seniors with cancer beyond trends observed for younger patients, with no major impact on the use of other medical services noted.
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Affiliation(s)
- Sheetal M Kircher
- Robert H. Lurie Comprehensive Cancer Center, Northwestern University Feinberg School of Medicine, Chicago, Illinois
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Briesacher BA, Soumerai SB, Zhang F, Toh S, Andrade SE, Wagner JL, Shoaibi A, Gurwitz JH. A critical review of methods to evaluate the impact of FDA regulatory actions. Pharmacoepidemiol Drug Saf 2013; 22:986-94. [PMID: 23847020 PMCID: PMC3825208 DOI: 10.1002/pds.3480] [Citation(s) in RCA: 58] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2013] [Revised: 06/05/2013] [Accepted: 06/13/2013] [Indexed: 11/11/2022]
Abstract
PURPOSE To conduct a synthesis of the literature on methods to evaluate the impacts of FDA regulatory actions and identify best practices for future evaluations. METHODS We searched MEDLINE for manuscripts published between January 1948 and August 2011 that included terms related to FDA, regulatory actions, and empirical evaluation; the review additionally included FDA-identified literature. We used a modified Delphi method to identify preferred methodologies. We included studies with explicit methods to address threats to validity and identified designs and analytic methods with strong internal validity that have been applied to other policy evaluations. RESULTS We included 18 studies out of 243 abstracts and papers screened. Overall, analytic rigor in prior evaluations of FDA regulatory actions varied considerably; less than a quarter of studies (22%) included control groups. Only 56% assessed changes in the use of substitute products/services, and 11% examined patient health outcomes. Among studies meeting minimal criteria of rigor, 50% found no impact or weak/modest impacts of FDA actions and 33% detected unintended consequences. Among those studies finding significant intended effects of FDA actions, all cited the importance of intensive communication efforts. There are preferred methods with strong internal validity that have yet to be applied to evaluations of FDA regulatory actions. CONCLUSIONS Rigorous evaluations of the impact of FDA regulatory actions have been limited and infrequent. Several methods with strong internal validity are available to improve trustworthiness of future evaluations of FDA policies.
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Affiliation(s)
- Becky A Briesacher
- Division of Geriatric Medicine, University of Massachusetts Medical School, Worcester, MA 01605, USA.
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Liu FX, Alexander GC, Crawford SY, Pickard AS, Hedeker D, Walton SM. The impact of Medicare Part D on out-of-pocket costs for prescription drugs, medication utilization, health resource utilization, and preference-based health utility. Health Serv Res 2011; 46:1104-23. [PMID: 21609328 DOI: 10.1111/j.1475-6773.2011.01273.x] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022] Open
Abstract
OBJECTIVES To quantify the impact of Medicare Part D eligibility on medication utilization, emergency department use, hospitalization, and preference-based health utility among civilian noninstitutionalized Medicare beneficiaries. STUDY DESIGN Difference-in-differences analyses were used to estimate the effects of Part D eligibility on health outcomes by comparing a 12-month period before and after Part D implementation using the Medical Expenditure Panel Survey. Models adjusted for sociodemographic characteristics and health status and compared Medicare beneficiaries aged 65 and older with near elderly aged 55-63 years old. PRINCIPAL FINDINGS Five hundred and fifty-six elderly and 549 near elderly were included. After adjustment, Part D was associated with a U.S.$179.86 (p=.034) reduction in out-of-pocket costs and an increase of 2.05 prescriptions (p=.081) per patient year. The associations between Part D and emergency department use, hospitalizations, and preference-based health utility did not suggest cost offsets and were not statistically significant. CONCLUSIONS Although there was a substantial reduction in out-of-pocket costs and a moderate increase in medication utilization among Medicare beneficiaries during the first year after Part D, there was no evidence of improvement in emergency department use, hospitalizations, or preference-based health utility for those eligible for Part D during its first year of implementation.
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Affiliation(s)
- Frank Xiaoqing Liu
- Global Health Economics, Baxter Healthcare Corporation, One Baxter Parkway, Deerfield, IL 60015, USA.
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8
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Ballantyne PJ, Victor JC, Fisher JE, Marshman JA. Factors Associated with Medicine Use and Non-use by Ontario Seniors. Can J Aging 2010. [DOI: 10.1353/cja.2006.0001] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022] Open
Abstract
ABSTRACTWhile there is growing evidence of the increasing use of medicines by the elderly, research undertaken to critically examine differences among types of medicine users in this population is limited. Using population data, we examine the influence of social, demographic, and health-related factors on likelihood of being a non-user, a user of non-prescribed medicines only, or a user of prescription medicines only. We find some evidence of the rational use of drugs (i.e., those who are in better health are more likely to be non-users or to use non-prescribed medicines than those who are in poor health) and of rational explanations for reported use (i.e., being female is associated with less likelihood of non-use or exclusive use of non-prescription medicines than being male). Further analysis of the medicine-use patterns and decisions of elderly men and of those of elderly persons who are widowed or separated/divorced is warranted.
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Gemmill MC, Thomson S, Mossialos E. What impact do prescription drug charges have on efficiency and equity? Evidence from high-income countries. Int J Equity Health 2008; 7:12. [PMID: 18454849 PMCID: PMC2412871 DOI: 10.1186/1475-9276-7-12] [Citation(s) in RCA: 69] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2006] [Accepted: 05/02/2008] [Indexed: 11/28/2022] Open
Abstract
As pharmaceutical expenditure continues to rise, third-party payers in most high-income countries have increasingly shifted the burden of payment for prescription drugs to patients. A large body of literature has examined the relationship between prescription charges and outcomes such as expenditure, use, and health, but few reviews explicitly link cost sharing for prescription drugs to efficiency and equity. This article reviews 173 studies from 15 high-income countries and discusses their implications for important issues sometimes ignored in the literature; in particular, the extent to which prescription charges contain health care costs and enhance efficiency without lowering equity of access to care.
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Affiliation(s)
- Marin C Gemmill
- LSE Health, London School of Economics and Political Science, Houghton Street, London, WC2A 2AE, UK
| | - Sarah Thomson
- LSE Health, London School of Economics and Political Science, Houghton Street, London, WC2A 2AE, UK
| | - Elias Mossialos
- LSE Health, London School of Economics and Political Science, Houghton Street, London, WC2A 2AE, UK
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10
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Sarma S, Basu K, Gupta A. The influence of prescription drug insurance on psychotropic and non-psychotropic drug utilization in Canada. Soc Sci Med 2007; 65:2553-65. [PMID: 17761377 DOI: 10.1016/j.socscimed.2007.07.015] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2006] [Indexed: 11/22/2022]
Abstract
Using 2002 Canadian Community Health Survey data, this paper examines the effect of public and private prescription drug insurance on the utilization of psychotropic and non-psychotropic drugs. It is found that prescription drug utilization is characterized by two stochastic regimes requiring use of latent class modelling framework. In many instances, results differ for the classes of high and low users of prescription drugs. After accounting for the unobserved individual heterogeneity and a number of socio-demographic factors, health status, and province fixed effects, we find that having prescription drug insurance (public or private) increases the expected number of non-psychotropic medications for both low and high users. Public insurance affects psychotropic drug utilization positively for the low-user group only. The statistical insignificance of insurance for the high-user psychotropic drugs or lower magnitude of insurance coefficients on high-user non-psychotropic drugs seems to stem from high inelastic demand for prescription drugs in the concerned groups. In addition, we find that age, self-reported health status, and long-term mental and physical health problem diagnosed by a health professional are important determinants of prescription drug utilization for both classes of users.
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Affiliation(s)
- Sisira Sarma
- Microsimulation Modelling and Data Analysis Division, Applied Research and Analysis Directorate, Health Policy Branch, Health Canada, Ottawa, Ontario, Canada.
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11
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Goldman DP, Joyce GF, Zheng Y. Prescription drug cost sharing: associations with medication and medical utilization and spending and health. JAMA 2007; 298:61-9. [PMID: 17609491 PMCID: PMC6375697 DOI: 10.1001/jama.298.1.61] [Citation(s) in RCA: 534] [Impact Index Per Article: 31.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
CONTEXT Prescription drugs are instrumental to managing and preventing chronic disease. Recent changes in US prescription drug cost sharing could affect access to them. OBJECTIVE To synthesize published evidence on the associations among cost-sharing features of prescription drug benefits and use of prescription drugs, use of nonpharmaceutical services, and health outcomes. DATA SOURCES We searched PubMed for studies published in English between 1985 and 2006. STUDY SELECTION AND DATA EXTRACTION Among 923 articles found in the search, we identified 132 articles examining the associations between prescription drug plan cost-containment measures, including co-payments, tiering, or coinsurance (n = 65), pharmacy benefit caps or monthly prescription limits (n = 11), formulary restrictions (n = 41), and reference pricing (n = 16), and salient outcomes, including pharmacy utilization and spending, medical care utilization and spending, and health outcomes. RESULTS Increased cost sharing is associated with lower rates of drug treatment, worse adherence among existing users, and more frequent discontinuation of therapy. For each 10% increase in cost sharing, prescription drug spending decreases by 2% to 6%, depending on class of drug and condition of the patient. The reduction in use associated with a benefit cap, which limits either the coverage amount or the number of covered prescriptions, is consistent with other cost-sharing features. For some chronic conditions, higher cost sharing is associated with increased use of medical services, at least for patients with congestive heart failure, lipid disorders, diabetes, and schizophrenia. While low-income groups may be more sensitive to increased cost sharing, there is little evidence to support this contention. CONCLUSIONS Pharmacy benefit design represents an important public health tool for improving patient treatment and adherence. While increased cost sharing is highly correlated with reductions in pharmacy use, the long-term consequences of benefit changes on health are still uncertain.
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Affiliation(s)
- Dana P. Goldman
- Ph.D., RAND Chair and Director, Health Economics, Finance, and Organization, RAND, 1776 Main Street, Santa Monica, CA 90407-2138. Tel: 310-451-7017; Fax: 310-451-7007
| | - Geoffrey F. Joyce
- Ph.D., Senior Economist, RAND, 1776 Main Street, Santa Monica, CA 90407-2138. Tel: 310-393-0411 x6779; Fax: 310-451-7007;
| | - Yuhui Zheng
- M.Phil, Fellow, Pardee RAND Graduate School, 1776 Main Street, Santa Monica, CA 90407-2138. Tel: 310-393-0411 x6846; Fax: 310-451-6978;
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12
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Gemmill MC, Costa-Font J, McGuire A. In search of a corrected prescription drug elasticity estimate: a meta-regression approach. HEALTH ECONOMICS 2007; 16:627-43. [PMID: 17238227 DOI: 10.1002/hec.1190] [Citation(s) in RCA: 16] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/12/2023]
Abstract
An understanding of the relationship between cost sharing and drug consumption depends on consistent and unbiased price elasticity estimates. However, there is wide heterogeneity among studies, which constrains the applicability of elasticity estimates for empirical purposes and policy simulation. This paper attempts to provide a corrected measure of the drug price elasticity by employing meta-regression analysis (MRA). The results indicate that the elasticity estimates are significantly different from zero, and the corrected elasticity is -0.209 when the results are made robust to heteroskedasticity and clustering of observations. Elasticity values are higher when the study was published in an economic journal, when the study employed a greater number of observations, and when the study used aggregate data. Elasticity estimates are lower when the institutional setting was a tax-based health insurance system.
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Affiliation(s)
- Marin C Gemmill
- LSE Health, London School of Economics and Political Science, London, UK.
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13
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Wasserfallen JB, Bourgeois R, Büla C, Yersin B, Buclin T. Composition and cost of drugs stored at home by elderly patients. Ann Pharmacother 2003; 37:731-7. [PMID: 12708953 DOI: 10.1345/aph.1c310] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022] Open
Abstract
BACKGROUND Elderly people often have multiple chronic diseases, are frequently treated by several physicians, and also use over-the-counter medications. Excessive prescribing, imperfect therapeutic adherence, treatment modifications after hospitalization, and oversized drug packages result in home storage of leftover drugs, resulting in a waste of healthcare resources. PATIENTS AND METHODS All patients aged >/=75 years hospitalized for >24 hours during a 6-month period in an urban teaching hospital in Switzerland were eligible for inclusion in a study collecting sociodemographics, medical, functional, and psychosocial characteristics. Six months later, a research nurse visited the patients at home and recorded the names, number of tablets, and expiration dates of all open or intact drug packages, and the doses actually taken. Acquisition costs of these drugs were computed. RESULTS One hundred ninety-five patients were included (127 women; mean age 82.2 +/- 4.8 y, range 75-96). They had a total of 2059 drugs (mean per patient 10.3 +/- 6.7, range per patient 1-42), corresponding to a total cost of (US) $62 826 (mean per patient 322 +/- 275, range per patient 10-1571). Self-reported drug intake was regular for 36% of the drugs (46.5% of total costs) and occasional for 11% (6.1%), whereas 35.7% (30.1%) had been stopped during the last month. Cardiovascular drugs amounted to 36.6% of the drugs and 55.5% of the costs. None of the patients' characteristics was significantly associated with a greater number of drugs and higher costs. CONCLUSIONS Drugs stored at home by elderly patients were worth about $320 per patient. Only about one-third of these drugs were regularly taken. In the context of resources shortage, innovative solutions should be found to reduce the waste linked with drugs stopped in previous months.
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Alan S, Crossley TF, Grootendorst P, Veall MR. The effects of drug subsidies on out-of-pocket prescription drug expenditures by seniors: regional evidence from Canada. JOURNAL OF HEALTH ECONOMICS 2002; 21:805-826. [PMID: 12349883 DOI: 10.1016/s0167-6296(02)00012-7] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/23/2023]
Abstract
Between 1970 and 1986, all Canadian provinces introduced some version of a prescription drug subsidy for those aged 65 years or over and since 1986, all the provinces have increased copayments or deductibles to some degree. Employing a first-order approximation to the welfare gains from a subsidy, we find evidence that these subsidies have been less redistributive than an absolute per household cash transfer but slightly more redistributive than a transfer that would increase each household's income by the same percentage. Such evidence may have relevance for predicting the redistributive effects of a potential national prescription drug plan for seniors in the US.
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Affiliation(s)
- Sule Alan
- Department of Economics, York University, Toronto, Canada
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15
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Hazlet TK, Blough DK. Health services utilization with reference drug pricing of histamine(2) receptor antagonists in British Columbia elderly. Med Care 2002; 40:640-9. [PMID: 12187178 DOI: 10.1097/00005650-200208000-00003] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
BACKGROUND In October 1995, British Columbia introduced a reference pricing policy for five therapeutic classes of drugs, including histamine(2) receptor antagonists (H(2)RAs), for beneficiaries of its prescription drug program, Pharmacare. OBJECTIVES To evaluate utilization trends in consumption of health services in a cohort of Pharmacare beneficiaries to determine if a worsening of health outcomes could be detected after implementation of the reference pricing policy. RESEARCH DESIGN Two cohorts, "control" (21 months before the reference pricing policy) and "exposed" (at risk for policy effects), were followed for 21 months. Using a longitudinal generalized linear model (Poisson), and controlling for age, sex, and prescriptions in unique drug classes, trend lines in each of these time series were compared for 3 periods: 9 months before policy implementation (or corresponding index date in the control cohort), 6 months after policy implementation, and a subsequent 6-month period. SUBJECTS Two cohorts, each of size 10,000, were constructed by randomly sampling the population of Pharmacare beneficiaries exposed to H(2)RAs and other antisecretory drugs for 1993 through 1996. MEASURES Prescriptions, physician office visits and associated transactions (ie, laboratory tests), emergency room visits, hospitalizations, hospital length of stay, and vital statistics. RESULTS Differences between periods and between cohorts for health services utilization were not significant or decreased after imposition of the reference pricing policy. CONCLUSION For these measures, there has been no worsening of health outcomes associated with implementing the reference pricing policy.
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Affiliation(s)
- Thomas K Hazlet
- Pharmaceutical Outcomes Research and Policy Program, School of Pharmacy, University of Washington, Seattle, WA 98195-7630, USA.
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Affiliation(s)
- T W Croghan
- Health Outcomes Evaluation Group, Eli Lilly and Company, Indianapolis, Indiana, USA
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Lundberg L, Johannesson M, Isacson DG, Borgquist L. Effects of user charges on the use of prescription medicines in different socio-economic groups. Health Policy 1998; 44:123-34. [PMID: 10180677 DOI: 10.1016/s0168-8510(98)00009-8] [Citation(s) in RCA: 40] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
This study examined the sensitivity towards increases in user charges for different types of drugs and among different socio-economic groups. It was based on responses by 2008 consumers of prescription drugs to a self-administered postal questionnaire sent to a random sample of 8000 inhabitants in Uppsala County in Sweden. The questionnaire included a question about whether the respondents would use fewer prescription drugs if the user charges increased by a specific amount. The increase in user charges was varied between 9 and 150% in five different subsamples. Logistic regression analysis was used to estimate the probability that a respondent would reduce consumption of prescription drugs as a function of the size of the user charges increase, socio-economic characteristics and the type of drug used. Results showed that the price sensitivity decreased with increasing age, income, education and self-rated health status. Price sensitivity was highest for antitussives and lowest for climacteric drugs. If the user charges doubled, 40% of antitussives users would reduce their consumption whereas only 11% of climacteric drugs users would reduce their consumption. It is concluded that sensitivity to increases in user charges varied greatly between different types of drugs and between socio-economic groups. The young, those with poor health status, low education and low income are most likely to decrease consumption of prescription drugs when user charges increase.
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