www.sciencedirect.com
Open in
urlscan Pro
162.159.137.70
Public Scan
URL:
https://www.sciencedirect.com/science/article/abs/pii/S0955395923001901?via%3Dihub
Submission: On August 17 via manual from US — Scanned from US
Submission: On August 17 via manual from US — Scanned from US
Form analysis
1 forms found in the DOMGET /search#submit
<form class="QuickSearch" action="/search#submit" method="get" aria-label="form">
<div class="search-input">
<div class="search-input-container search-input-container-no-label"><label class="search-input-label u-hide-visually" for="article-quick-search">Search ScienceDirect</label><input type="search" id="article-quick-search" name="qs" value=""
class="search-input-field" aria-label="Search ScienceDirect" aria-describedby="article-quick-search-description-message" placeholder="Search ScienceDirect"></div>
<div class="search-input-message-container">
<div aria-live="polite" class="search-input-validation-error"></div>
<div id="article-quick-search-description-message"></div>
</div>
</div><button type="submit" class="button small u-margin-xs-left button-primary" aria-disabled="false" aria-label="Submit search"><span class="button-text"><svg focusable="false" viewBox="0 0 100 128" height="20" width="18.75"
class="icon icon-search">
<path
d="m19.22 76.91c-5.84-5.84-9.05-13.6-9.05-21.85s3.21-16.01 9.05-21.85c5.84-5.83 13.59-9.05 21.85-9.05 8.25 0 16.01 3.22 21.84 9.05 5.84 5.84 9.05 13.6 9.05 21.85s-3.21 16.01-9.05 21.85c-5.83 5.83-13.59 9.05-21.84 9.05-8.26 0-16.01-3.22-21.85-9.05zm80.33 29.6l-26.32-26.32c5.61-7.15 8.68-15.9 8.68-25.13 0-10.91-4.25-21.17-11.96-28.88-7.72-7.71-17.97-11.96-28.88-11.96s-21.17 4.25-28.88 11.96c-7.72 7.71-11.97 17.97-11.97 28.88s4.25 21.17 11.97 28.88c7.71 7.71 17.97 11.96 28.88 11.96 9.23 0 17.98-3.07 25.13-8.68l26.32 26.32 7.03-7.03">
</path>
</svg></span></button><input type="hidden" name="origin" value="article"><input type="hidden" name="zone" value="qSearch">
</form>
Text Content
JavaScript is disabled on your browser. Please enable JavaScript to use all the features on this page. Skip to main contentSkip to article ScienceDirect * Journals & Books * * Search RegisterSign in * Access through your institution * Purchase PDF Search ScienceDirect ARTICLE PREVIEW * Abstract * Introduction * Section snippets * References (50) INTERNATIONAL JOURNAL OF DRUG POLICY Volume 119, September 2023, 104143 RESEARCH PAPER MEDICAL CANNABIS LAWS LOWER INDIVIDUAL MARKET HEALTH INSURANCE PREMIUMS Author links open overlay panelAmanda C. Cook a, E. Tice Sirmans b, Amanda Stype c Show more Add to Mendeley Share Cite https://doi.org/10.1016/j.drugpo.2023.104143Get rights and content ABSTRACT BACKGROUND To evaluate the impact of medical cannabis laws (MCLs) on health insurance premiums. We study whether cannabis legalization significantly impacts aggregate health insurer premiums in the individual market. Increases in utilization could have spillover effects to patients in the form of higher health insurance premiums. METHODS We use 2010–2021 state-level U.S. private health insurer financial data from the National Association of Insurance Commissioners. We examined changes to individual market health insurance premiums after the implementation of medical cannabis laws. We employed a robust difference-in-differences estimator that accounted for variation in policy timing to exploit temporal and geographic variation in state-level medical cannabis legalization. RESULTS Seven years after the implementation of Medical Cannabis laws, we observe lower health insurer premiums in the individual market. Starting seven years post-MCL implementation, we find a reduction of $-1662.7 (95% confidence interval [CI −2650.1, −605.7]) for states which implemented MCLs compared to the control group, a reduction of -$1541.8 (95% confidence interval [CI 2602.1, −481.4]) in year 8, and a reduction of $-1625.8, (95% confidence interval [CI −2694.2, −557.5]) in year 9. Due to the nature of insurance pooling and community rating, these savings are appreciated by cannabis users and non-users alike in states that have implemented MCLs. CONCLUSIONS The implementation of MCLs lowers individual-market health insurance premiums. Health insurance spending, including premiums, comprises between 16% and 34% of household budgets in the United States. As healthcare costs continue to rise, our findings suggest that households that obtain their health insurance on the individual (i.e., not employer sponsored) market in states with MCLs appreciate significantly lower premiums. INTRODUCTION In 2009, United States Deputy Attorney General David Ogden issued a memorandum which advised that states attorneys general “should not focus federal resources in your States on individuals whose actions are in clear and unambiguous compliance with existing state laws providing for the medical use of marijuana” (Ogden, 2009). While thirteen states had medical cannabis laws prior to 2009, this memorandum demonstrated that there was judicial freedom to implement state level medical cannabis laws (MCLs) without the logistic entanglement of having state laws in opposition with federal laws. This edict reduced barriers for states to legalize medical cannabis and, in turn, many states did implement MCLs following this memorandum. Proponents of MCLs suggest that legalized medicinal cannabis could broaden treatment options for common ailments such as mental health disorders, chronic pain, and nausea (see e.g., Walsh et al., 2013; Boehnke et al., 2019). Medical cannabis consumption may have a positive societal impact by potentially reducing crime (see e.g., Grucza et al., 2018; Morris et al., 2014; Huber III et al., 2016), reducing the need for rehabilitative services to treat substance use disorders (Chu, 2015), decreasing hospital admission rates (Pacula et al., 2014; Shi, 2017), and/or reducing prescription drug expenditures since cannabis is a substitute for other, often more addictive, prescription drugs (see e.g., Flexon et al., 2019; Lucas and Walsh, 2017). Conversely, some research indicates that MCLs could have detrimental societal effects. The National Academies of Sciences, Engineering and Medicine (2017) review the potential negative health effects associated with cannabis use, including cancer, cardiac issues, respiratory problems, mental health, substance abuse, cognition, and pregnancy complications. Cannabis may exacerbate drug use (Gorfinkel et al., 2021), increase chronic medical conditions and higher rate of mental health disorders (Choi et al., 2021), worsen opioid-related mortality (Shover et al., 2019), increase traffic fatalities (Hansen et al., 2020; Santaella-Tenorio et al., 2017, 2020), or increase binge alcohol drinking (Wen et al., 2015). All direct-purchase, individual market health insurance plans sold in the U.S., per The Patient Protection and Affordable Care Act (ACA) are subject to mandated essential health benefits, including coverage for inpatient (and outpatient) rehabilitative services for drug addiction. If cannabis serves as substitute for drugs that are more likely to require expensive inpatient treatment, then MCLs could effectively reduce healthcare costs, including health insurance premiums. Health insurance companies do not cover medical expenses associated with the direct use of medicinal cannabis (e.g., they do not cover the cost of purchasing medicinal cannabis), since medical cannabis is federally prohibited. Individuals pay out of pocket for medical cannabis. Health insurance, which is the primary mechanism used to pay for healthcare expenditures in the U.S., operates by collecting premiums from all enrollees and paying expenses for the subset of enrollees who need medical treatment. So, by design, within the insurance pool, few individuals pay the full cost of their own health care. If health care usage decreases, then health care expenses, paid for largely by health insurance, will decrease. Insurance companies subsequently adjust premiums to reflect higher (lower) expenses. If medical cannabis reduced aggregate medical expenditures, we would expect to see lower premiums in states which had enacted MCLs, all else equal. American households with health insurance in the individual market, where the average monthly premium was $580/month in recent years (Fehr et al., 2020) pay approximately 20% of their household budget to finance health care, including insurance premiums (Carman, Liu, & White, 2020). According to the U.S. Bureau of Labor statistics, health insurance premium payments comprise over 60% of all household healthcare expenses (Chalise, 2020). In this paper, we exploit variation in state MCLs to compare individual market health insurance premium changes between states with and without MCLs which allows us to estimate the impact of MCLs on health insurance premiums. Any reduction in premiums is welcome as healthcare expenses, including premiums, continue to rise faster than inflation and take up an increasingly sizeable portion of household budgets. By comparing premiums in and out of MCL states, we measure the financial impact of medical cannabis on the pocketbook of the average individual market enrollee. We find a statistically significant decrease in health insurance premiums starting in year seven post-MCLs and this downward trend is persistent for following years. We provide evidence that medical cannabis laws lower individual market health insurance premiums. Due to the nature of insurance pooling, in states where medical cannabis is legal, lower premiums are beneficial both to medicinal cannabis users and non-users alike. SECTION SNIPPETS BACKGROUND From the literature, we describe three broad mechanisms through which MCLs could impact health insurance claims which could, in turn, change premiums in subsequent periods. We highlight some of the literature related to potential mechanisms through which average utilization and, thus, premiums may decline. Anderson and Rees (2023) provide an in-depth review of the literature on medical cannabis laws and public health. The first mechanism is a substitution from prescription medications to DATA AND METHODS Data on individual market health insurance premiums were drawn from the Supplemental Health Care Exhibit – Part 1 (SHCE) using the S&P Capital IQ Pro-database for insurers with individual market business from 2010 to 2021. The SHCE is an exhibit on the annual statutory insurance company filing required by state insurance regulators and compiled by the National Association of Insurance Commissioners (NAIC). The SHCE is used to track annual financial and enrollment data for all insurers that have RESULTS We consider that the impacts of MCLs may not be consistent across time and may take time to manifest. To investigate if there are short- or long-term effects of MCLs on health insurance premiums, we conduct an event study utilizing a traditional OLS DiD estimator (represented on the figure as OLS), the SA ‘never treated’ estimator (represented on the figure by Sun-Abraham_never) and the SA ‘not yet treated’ estimator (represented on the figure by Sun-Abraham_last) by estimating Eq. (1). In DISCUSSION In this study, we provide evidence of a statistically significant reduction in individual market premiums starting seven years after the implementation of medicinal cannabis laws. Because of the pooled nature of insurance, the lower premiums benefit cannabis users and non-users alike in medical cannabis states. Our results are important as health care expenses, including health insurance premiums, have been growing faster than inflation and comprise an increasing share of a household's budget. CONCLUSION In this paper, we evaluate changes to U.S. individual market health insurance premiums following the legalization of cannabis for medicinal purposes. Since states have legalized cannabis over time (i.e., not uniformly) in the last few decades, we employ a difference-in-differences approach designed for variation in treatment timing. We provide evidence that although the effect does not begin until seven years post-medical cannabis law implementation, there is a significant and sizeable AUTHOR CONTRIBUTIONS The authors certify that we did not use AI in writing this paper. ETHICS APPROVAL The authors declare that they have obtained ethics approval from an appropriately constituted ethics committee/institutional review board where the research entailed animal or human participation. CREDIT AUTHORSHIP CONTRIBUTION STATEMENT Amanda C. Cook: Conceptualization, Methodology, Validation, Formal analysis, Data curation, Writing – original draft, Writing – review & editing, Visualization. E. Tice Sirmans: Visualization, Resources, Project administration, Methodology, Investigation, Funding acquisition, Formal analysis, Data curation, Conceptualization, Writing – original draft, Writing – review & editing. Amanda Stype: Writing – original draft, Writing – review & editing. DECLARATION OF COMPETING INTEREST The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper. FUNDING SOURCES This research received funding from the following sources: The data are compiled by the National Association of Insurance Commissioners and sourced through S&P Global Capital IQ Pro. The authors thank the Katie School of Insurance and Risk Management at Illinois State University for access to the data and for partial support of this research. This research was supported in part by the Center for Family and Demographic Research, Bowling Green State University, which has core funding from the REFERENCES (50) * D.W. Bowles et al. THE INTERSECTION BETWEEN CANNABIS AND CANCER IN THE UNITED STATES CRITICAL REVIEWS IN ONCOLOGY/HEMATOLOGY (2012) * N.G. Choi et al. MENTAL HEALTH TREATMENT USE AMONG CANNABIS USERS AGED 50+: ASSOCIATIONS WITH CANNABIS USE CHARACTERISTICS DRUG AND ALCOHOL DEPENDENCE (2021) * J.L. Flexon et al. THE EFFECT OF CANNABIS LAWS ON OPIOID USE INTERNATIONAL JOURNAL OF DRUG POLICY (2019) * M. Frean et al. PREMIUM SUBSIDIES, THE MANDATE, AND MEDICAID EXPANSION: COVERAGE EFFECTS OF THE AFFORDABLE CARE ACT JOURNAL OF HEALTH ECONOMICS (2017) * A. Goodman-Bacon DIFFERENCE-IN-DIFFERENCES WITH VARIATION IN TREATMENT TIMING JOURNAL OF ECONOMETRICS (2021) * R.A. Grucza et al. CANNABIS DECRIMINALIZATION: A STUDY OF RECENT POLICY CHANGE IN FIVE US STATES INTERNATIONAL JOURNAL OF DRUG POLICY (2018) * P. Lucas et al. MEDICAL CANNABIS ACCESS, USE, AND SUBSTITUTION FOR PRESCRIPTION OPIOIDS AND OTHER SUBSTANCES: A SURVEY OF AUTHORIZED MEDICAL CANNABIS PATIENTS INTERNATIONAL JOURNAL OF DRUG POLICY (2017) * B.J. McMichael et al. THE IMPACT OF CANNABIS ACCESS LAWS ON OPIOID PRESCRIBING JOURNAL OF HEALTH ECONOMICS (2020) * D. Powell et al. DO MEDICAL MARIJUANA LAWS REDUCE ADDICTIONS AND DEATHS RELATED TO PAIN KILLERS? JOURNAL OF HEALTH ECONOMICS (2018) * R. Secades-Villa et al. PROBABILITY AND PREDICTORS OF THE CANNABIS GATEWAY EFFECT: A NATIONAL STUDY INTERNATIONAL JOURNAL OF DRUG POLICY (2015) Y. Shi MEDICAL MARIJUANA POLICIES AND HOSPITALIZATIONS RELATED TO MARIJUANA AND OPIOID PAIN RELIEVER DRUG AND ALCOHOL DEPENDENCE (2017) L. Sun et al. ESTIMATING DYNAMIC TREATMENT EFFECTS IN EVENT STUDIES WITH HETEROGENEOUS TREATMENT EFFECTS JOURNAL OF ECONOMETRICS (2021) Z. Walsh et al. CANNABIS FOR THERAPEUTIC PURPOSES: PATIENT CHARACTERISTICS, ACCESS, AND REASONS FOR USE INTERNATIONAL JOURNAL OF DRUG POLICY (2013) H. Wen et al. THE EFFECT OF MEDICAL MARIJUANA LAWS ON ADOLESCENT AND ADULT USE OF MARIJUANA, ALCOHOL, AND OTHER SUBSTANCES JOURNAL OF HEALTH ECONOMICS (2015) D.M. Anderson et al. THE PUBLIC HEALTH EFFECTS OF LEGALIZING MARIJUANA JOURNAL OF ECONOMIC LITERATURE (2023) D.M. Anderson et al. MEDICAL MARIJUANA LAWS, TRAFFIC FATALITIES, AND ALCOHOL CONSUMPTION THE JOURNAL OF LAW AND ECONOMICS (2013) B.J. Bartos et al. MEDICAL MARIJUANA LAWS AND SUICIDE ARCHIVES OF SUICIDE RESEARCH (2020) K.F. Boehnke et al. QUALIFYING CONDITIONS OF MEDICAL CANNABIS LICENSE HOLDERS IN THE UNITED STATES HEALTH AFFAIRS (2019) A.C. Bradford et al. MEDICAL MARIJUANA LAWS MAY BE ASSOCIATED WITH A DECLINE IN THE NUMBER OF PRESCRIPTIONS FOR MEDICAID ENROLLEES HEALTH AFFAIRS (2017) A.C. Bradford et al. THE IMPACT OF MEDICAL CANNABIS LEGALIZATION ON PRESCRIPTION MEDICATION USE AND COSTS UNDER MEDICARE PART D THE JOURNAL OF LAW AND ECONOMICS (2018) K.G. Carman et al. ACCOUNTING FOR THE BURDEN AND REDISTRIBUTION OF HEALTH CARE COSTS: WHO USES CARE AND WHO PAYS FOR IT HEALTH SERVICES RESEARCH (2020) L. Chalise HOW HAVE HEALTHCARE EXPENDITURES CHANGED? EVIDENCE FROM THE CONSUMER EXPENDITURE SURVEYS. BEYOND THE NUMBERS (2020) Cheon, H., Guo, T., Manchanda, P., & Sriram, S. (2021). The impact of medical marijuana legalization on opioid...A. Choi et al. SMOKE GETS IN YOUR EYES: MEDICAL MARIJUANA LAWS AND TOBACCO CIGARETTE USE AMERICAN JOURNAL OF HEALTH ECONOMICS (2019) Y.W.L. Chu DO MEDICAL MARIJUANA LAWS INCREASE HARD-DRUG USE? THE JOURNAL OF LAW AND ECONOMICS (2015) View more references CITED BY (0) RECOMMENDED ARTICLES (0) View full text © 2023 Elsevier B.V. All rights reserved. * About ScienceDirect * Remote access * Shopping cart * Advertise * Contact and support * Terms and conditions * Privacy policy We use cookies to help provide and enhance our service and tailor content and ads. By continuing you agree to the use of cookies. Copyright © 2023 Elsevier B.V. or its licensors or contributors. ScienceDirect® is a registered trademark of Elsevier B.V. ScienceDirect® is a registered trademark of Elsevier B.V. ×