{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,23]],"date-time":"2026-08-23T14:45:02Z","timestamp":1787496302633,"version":"build-2736575974"},"reference-count":67,"publisher":"American Medical Association (AMA)","issue":"8","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["JAMA Netw Open"],"abstract":"<jats:sec id=\"ab-zoi230904-4\">\n                    <jats:title>Importance<\/jats:title>\n                    <jats:p>High-deductible health plans with health savings accounts (HDHP-HSAs) incentivize patients to use less health care, including necessary care. Preventive drug lists (PDLs) exempt high-value medications from the deductible, reducing out-of-pocket cost sharing; the associations of PDLs with health outcomes among patients with asthma is unknown.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec id=\"ab-zoi230904-5\">\n                    <jats:title>Objective<\/jats:title>\n                    <jats:p>To evaluate the associations of a PDL for asthma medications on utilization, adverse outcomes, and patient spending for HDHP-HSA enrollees with asthma.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec id=\"ab-zoi230904-6\">\n                    <jats:title>Design, Setting, and Participants<\/jats:title>\n                    <jats:p>This case-control study used matched groups of patients with asthma before and after an insurance design change using a national commercial health insurance claims data set from 2004-2017. Participants included patients aged 4 to 64 years enrolled for 1 year in an HDHP-HSA without a PDL in which asthma medications were subject to the deductible who then transitioned to an HDHP-HSA with a PDL that included asthma medications; these patients were compared with a matched weighted sample of patients with 2 years of continuous enrollment in an HDHP-HSA without a PDL. Models controlled for patient demographics and asthma severity and were stratified by neighborhood income. Analyses were conducted from October 2020 to June 2023.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec id=\"ab-zoi230904-7\">\n                    <jats:title>Exposures<\/jats:title>\n                    <jats:p>Employer-mandated addition of a PDL that included asthma medications to an existing HDHP-HSA.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec id=\"ab-zoi230904-8\">\n                    <jats:title>Main Outcomes and Measures<\/jats:title>\n                    <jats:p>Outcomes of interest were utilization of asthma medications on the PDL (controllers and albuterol), asthma exacerbations (oral steroid bursts and asthma-related emergency department use), and out-of-pocket spending (all and asthma-specific).<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec id=\"ab-zoi230904-9\">\n                    <jats:title>Results<\/jats:title>\n                    <jats:p>A total of 12\u202f174 participants (mean [SD] age, 36.9 [16.9] years; 6848 [56.25%] female) were included in analyses. Compared with no PDL, PDLs were associated with increased rates of 30-day fills per enrollee for any controller medication (change, 0.10 [95% CI, 0.03 to 0.17] fills per enrollee; 12.9% increase) and for combination inhaled corticosteroid long-acting \u03b22-agonist (ICS-LABA) medications (change, 0.06 [95% CI, 0.01 to 0.10] fills per enrollee; 25.4% increase), and increased proportion of days covered with ICS-LABA (6.0% [0.7% to 11.3%] of days; 15.6% increase). Gaining a PDL was associated with decreased out-of-pocket spending on asthma care (change, \u2212$34 [95% CI, \u2212$47 to \u2212$21] per enrollee; 28.4% difference), but there was no significant change in asthma exacerbations and no difference in results by income.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec id=\"ab-zoi230904-10\">\n                    <jats:title>Conclusions and Relevance<\/jats:title>\n                    <jats:p>In this case-control study, reducing cost-sharing for asthma medications through a PDL was associated with increased adherence to controller medications, notably ICS-LABA medications used by patients with more severe asthma, but was not associated with improved clinical outcomes. These findings suggest that PDLs are a potential strategy to improve access and affordability of asthma care for patients in HDHP-HSAs.<\/jats:p>\n                  <\/jats:sec>","DOI":"10.1001\/jamanetworkopen.2023.31259","type":"journal-article","created":{"date-parts":[[2023,8,29]],"date-time":"2023-08-29T11:32:55Z","timestamp":1693308775000},"page":"e2331259","source":"Crossref","is-referenced-by-count":6,"title":["Utilization and Spending With Preventive Drug Lists for Asthma Medications in High-Deductible Health Plans"],"prefix":"10.1001","volume":"6","author":[{"given":"Anna D.","family":"Sinaiko","sequence":"first","affiliation":[{"name":"Department of Health Policy & Management, Harvard T.H. Chan School of Public Health, Boston, Massachusetts"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Dennis","family":"Ross-Degnan","sequence":"additional","affiliation":[{"name":"Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, Massachusetts"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"J. Frank","family":"Wharam","sequence":"additional","affiliation":[{"name":"Department of Medicine, Duke University, Durham, North Carolina"},{"name":"Duke-Margolis Center for Health Policy, Durham, North Carolina"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Robert F.","family":"LeCates","sequence":"additional","affiliation":[{"name":"Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, Massachusetts"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ann Chen","family":"Wu","sequence":"additional","affiliation":[{"name":"Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, Massachusetts"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Fang","family":"Zhang","sequence":"additional","affiliation":[{"name":"Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, Massachusetts"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Alison A.","family":"Galbraith","sequence":"additional","affiliation":[{"name":"Department of Pediatrics, Boston Medical Center and Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"10","published-online":{"date-parts":[[2023,8,29]]},"reference":[{"issue":"32","key":"zoi230904r1","first-page":"1","article-title":"Asthma prevalence, health care use, and mortality: United States, 2005-2009.","author":"Akinbami","year":"2011","journal-title":"Natl Health Stat Report"},{"issue":"1","key":"zoi230904r2","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1542\/peds.2015-2354","article-title":"Changing trends in asthma prevalence among children.","volume":"137","author":"Akinbami","year":"2016","journal-title":"Pediatrics"},{"issue":"2","key":"zoi230904r3","doi-asserted-by":"publisher","first-page":"351","DOI":"10.1016\/j.jaci.2005.11.047","article-title":"The widening Black\/White gap in asthma hospitalizations and mortality.","volume":"117","author":"Gupta","year":"2006","journal-title":"J Allergy Clin Immunol"},{"issue":"6","key":"zoi230904r6","doi-asserted-by":"publisher","first-page":"1288","DOI":"10.1016\/j.jaci.2004.09.028","article-title":"Relationship between adherence to inhaled corticosteroids and poor outcomes among adults with asthma.","volume":"114","author":"Williams","year":"2004","journal-title":"J Allergy Clin Immunol"},{"issue":"1 Pt 1","key":"zoi230904r7","doi-asserted-by":"publisher","DOI":"10.1542\/peds.110.1.e6","article-title":"Relationship of adherence to pediatric asthma morbidity among inner-city children.","volume":"110","author":"Bauman","year":"2002","journal-title":"Pediatrics"},{"issue":"5","key":"zoi230904r8","doi-asserted-by":"publisher","first-page":"520","DOI":"10.1136\/thx.50.5.520","article-title":"Risk factors for recurrent emergency department visits for asthma.","volume":"50","author":"Dales","year":"1995","journal-title":"Thorax"},{"issue":"2","key":"zoi230904r9","doi-asserted-by":"publisher","first-page":"161","DOI":"10.1513\/AnnalsATS.201410-459OC","article-title":"Primary adherence to controller medications for asthma is poor.","volume":"12","author":"Wu","year":"2015","journal-title":"Ann Am Thorac Soc"},{"issue":"1","key":"zoi230904r11","doi-asserted-by":"publisher","first-page":"64","DOI":"10.1016\/j.jaci.2006.09.042","article-title":"Long-term comparison of 3 controller regimens for mild-moderate persistent childhood asthma: the Pediatric Asthma Controller Trial.","volume":"119","author":"Sorkness","year":"2007","journal-title":"J Allergy Clin Immunol"},{"issue":"5","key":"zoi230904r12","doi-asserted-by":"publisher","DOI":"10.1002\/14651858.CD002314.pub3","article-title":"Anti-leukotriene agents compared to inhaled corticosteroids in the management of recurrent and\/or chronic asthma in adults and children.","volume":"2012","author":"Chauhan","year":"2012","journal-title":"Cochrane Database Syst Rev"},{"issue":"20","key":"zoi230904r13","doi-asserted-by":"publisher","first-page":"1405","DOI":"10.1056\/NEJM199711133372001","article-title":"Effect of inhaled formoterol and budesonide on exacerbations of asthma.","volume":"337","author":"Pauwels","year":"1997","journal-title":"N Engl J Med"},{"issue":"1","key":"zoi230904r14","doi-asserted-by":"publisher","first-page":"17","DOI":"10.1016\/j.anai.2010.10.006","article-title":"Relationship of asthma management, socioeconomic status, and medication insurance characteristics to exacerbation frequency in children with asthma.","volume":"106","author":"Ungar","year":"2011","journal-title":"Ann Allergy Asthma Immunol"},{"issue":"10","key":"zoi230904r15","first-page":"703","article-title":"Increasing pharmaceutical copayments: impact on asthma medication utilization and outcomes.","volume":"17","author":"Campbell","year":"2011","journal-title":"Am J Manag Care"},{"issue":"1","key":"zoi230904r16","doi-asserted-by":"publisher","first-page":"61","DOI":"10.1001\/jama.298.1.61","article-title":"Prescription drug cost sharing: associations with medication and medical utilization and spending and health.","volume":"298","author":"Goldman","year":"2007","journal-title":"JAMA"},{"issue":"2","key":"zoi230904r17","doi-asserted-by":"publisher","first-page":"163","DOI":"10.1016\/S0168-8510(02)00158-6","article-title":"Impact of a cost sharing drug insurance plan on drug utilization among individuals receiving social assistance.","volume":"64","author":"Blais","year":"2003","journal-title":"Health Policy"},{"issue":"12","key":"zoi230904r18","doi-asserted-by":"publisher","first-page":"1284","DOI":"10.1001\/jama.2012.340","article-title":"Out-of-pocket medication costs and use of medications and health care services among children with asthma.","volume":"307","author":"Karaca-Mandic","year":"2012","journal-title":"JAMA"},{"issue":"8","key":"zoi230904r20","doi-asserted-by":"publisher","first-page":"807","DOI":"10.1001\/jamapediatrics.2021.0747","article-title":"Controller medication use and exacerbations for children and adults with asthma in high-deductible health plans.","volume":"175","author":"Galbraith","year":"2021","journal-title":"JAMA Pediatr"},{"issue":"5","key":"zoi230904r22","doi-asserted-by":"publisher","first-page":"1229","DOI":"10.1016\/j.jaci.2012.01.039","article-title":"Effect of asthma exacerbations on health care costs among asthmatic patients with moderate and severe persistent asthma.","volume":"129","author":"Ivanova","year":"2012","journal-title":"J Allergy Clin Immunol"},{"issue":"Spec no","key":"zoi230904r24","first-page":"SP5","article-title":"Value-based insurance design: aligning incentives to bridge the divide between quality improvement and cost containment.","volume":"12","author":"Fendrick","year":"2006","journal-title":"Am J Manag Care"},{"issue":"2","key":"zoi230904r25","doi-asserted-by":"publisher","first-page":"w195","DOI":"10.1377\/hlthaff.26.2.w195","article-title":"Value-based insurance design.","volume":"26","author":"Chernew","year":"2007","journal-title":"Health Aff (Millwood)"},{"issue":"1","key":"zoi230904r26","doi-asserted-by":"publisher","first-page":"103","DOI":"10.1377\/hlthaff.27.1.103","article-title":"Impact of decreasing copayments on medication adherence within a disease management environment.","volume":"27","author":"Chernew","year":"2008","journal-title":"Health Aff (Millwood)"},{"issue":"6","key":"zoi230904r27","doi-asserted-by":"publisher","first-page":"797","DOI":"10.1215\/03616878-10041191","article-title":"Value-based insurance design: clinically nuanced consumer cost sharing to increase the use of high-value medications.","volume":"47","author":"Smith","year":"2022","journal-title":"J Health Polit Policy Law"},{"key":"zoi230904r30","article-title":"Employer uptake of pre-deductible coverage for preventive services in HSA-eligible health plans.","author":"Fronstin","year":"2021","journal-title":"EBRI Issue Brief"},{"issue":"3","key":"zoi230904r31","doi-asserted-by":"publisher","first-page":"493","DOI":"10.1377\/hlthaff.2013.0060","article-title":"Five features of value-based insurance design plans were associated with higher rates of medication adherence.","volume":"33","author":"Choudhry","year":"2014","journal-title":"Health Aff (Millwood)"},{"issue":"5","key":"zoi230904r32","doi-asserted-by":"publisher","first-page":"863","DOI":"10.1377\/hlthaff.2013.0654","article-title":"Eliminating medication copayments reduces disparities in cardiovascular care.","volume":"33","author":"Choudhry","year":"2014","journal-title":"Health Aff (Millwood)"},{"issue":"11","key":"zoi230904r33","doi-asserted-by":"publisher","first-page":"1988","DOI":"10.1377\/hlthaff.2009.0324","article-title":"Assessing the evidence for value-based insurance design.","volume":"29","author":"Choudhry","year":"2010","journal-title":"Health Aff (Millwood)"},{"issue":"22","key":"zoi230904r34","doi-asserted-by":"publisher","first-page":"2088","DOI":"10.1056\/NEJMsa1107913","article-title":"Full coverage for preventive medications after myocardial infarction.","volume":"365","author":"Choudhry","year":"2011","journal-title":"N Engl J Med"},{"issue":"7","key":"zoi230904r35","doi-asserted-by":"publisher","first-page":"1251","DOI":"10.1377\/hlthaff.2012.0902","article-title":"Value-based insurance design: quality improvement but no cost savings.","volume":"32","author":"Lee","year":"2013","journal-title":"Health Aff (Millwood)"},{"issue":"1","key":"zoi230904r36","doi-asserted-by":"publisher","first-page":"109","DOI":"10.1377\/hlthaff.2010.0510","article-title":"A value-based insurance design program at a large company boosted medication adherence for employees with chronic illnesses.","volume":"30","author":"Gibson","year":"2011","journal-title":"Health Aff (Millwood)"},{"issue":"1","key":"zoi230904r37","doi-asserted-by":"publisher","first-page":"156","DOI":"10.1111\/1475-6773.12615","article-title":"Impact of copayment changes on children\u2019s albuterol inhaler use and costs after the Clean Air Act chlorofluorocarbon ban.","volume":"53","author":"Galbraith","year":"2018","journal-title":"Health Serv Res"},{"issue":"9","key":"zoi230904r38","doi-asserted-by":"publisher","first-page":"1076","DOI":"10.1164\/rccm.201306-1017OC","article-title":"Statin exposure is associated with decreased asthma-related emergency department visits and oral corticosteroid use.","volume":"188","author":"Tse","year":"2013","journal-title":"Am J Respir Crit Care Med"},{"key":"zoi230904r39","doi-asserted-by":"publisher","first-page":"S4","DOI":"10.1097\/MLR.0000000000001295","article-title":"Reduced cost-sharing for preventive drugs preferentially benefits low-income patients with diabetes in high deductible health plans with health savings accounts.","volume":"58","author":"Ross-Degnan","year":"2020","journal-title":"Med Care"},{"issue":"1","key":"zoi230904r40","doi-asserted-by":"publisher","first-page":"25","DOI":"10.1093\/pan\/mpr025","article-title":"Entropy balancing for causal effects: a multivariate reweighting method to produce balanced samples in observational studies.","volume":"20","author":"Hainmueller","year":"2012","journal-title":"Polit Anal"},{"issue":"7","key":"zoi230904r41","doi-asserted-by":"publisher","first-page":"1","DOI":"10.18637\/jss.v054.i07","article-title":"ebalance: a Stata package for entropy balancing.","volume":"54","author":"Hainmueller","year":"2013","journal-title":"J Stat Softw"},{"issue":"5","key":"zoi230904r44","doi-asserted-by":"publisher","first-page":"465","DOI":"10.1097\/01.mlr.0000124249.84045.d7","article-title":"Evaluation of asthma prescription measures and health system performance based on emergency department utilization.","volume":"42","author":"Fuhlbrigge","year":"2004","journal-title":"Med Care"},{"issue":"6","key":"zoi230904r45","doi-asserted-by":"publisher","first-page":"713","DOI":"10.1177\/1077558708319683","article-title":"Cost sharing and HEDIS performance.","volume":"65","author":"Chernew","year":"2008","journal-title":"Med Care Res Rev"},{"issue":"6","key":"zoi230904r46","doi-asserted-by":"publisher","first-page":"538","DOI":"10.1016\/S1081-1206(10)61260-4","article-title":"The utility of the Health Plan Employer Data and Information Set (HEDIS) asthma measure to predict asthma-related outcomes.","volume":"93","author":"Berger","year":"2004","journal-title":"Ann Allergy Asthma Immunol"},{"issue":"6","key":"zoi230904r47","doi-asserted-by":"publisher","first-page":"627","DOI":"10.1080\/02770903.2019.1590593","article-title":"Weight status and nonadherence to asthma maintenance therapy among children enrolled in a public drug insurance plan.","volume":"57","author":"Longo","year":"2020","journal-title":"J Asthma"},{"issue":"2","key":"zoi230904r49","doi-asserted-by":"publisher","first-page":"256","DOI":"10.2105\/AJPH.2015.302955","article-title":"Public health monitoring of privilege and deprivation with the index of concentration at the extremes.","volume":"106","author":"Krieger","year":"2016","journal-title":"Am J Public Health"},{"issue":"3","key":"zoi230904r51","doi-asserted-by":"publisher","first-page":"408","DOI":"10.1377\/hlthaff.2018.05026","article-title":"Vulnerable And less vulnerable women in high-deductible health plans experienced delayed breast cancer care.","volume":"38","author":"Wharam","year":"2019","journal-title":"Health Aff (Millwood)"},{"issue":"3","key":"zoi230904r52","doi-asserted-by":"publisher","first-page":"358","DOI":"10.1001\/jamainternmed.2016.8411","article-title":"Diabetes outpatient care and acute complications before and after high-deductible insurance enrollment: a Natural Experiment for Translation in Diabetes (NEXT-D) Study.","volume":"177","author":"Wharam","year":"2017","journal-title":"JAMA Intern Med"},{"issue":"8","key":"zoi230904r53","doi-asserted-by":"publisher","first-page":"747","DOI":"10.1001\/jamapediatrics.2017.0745","article-title":"Trends in receipt of buprenorphine and naltrexone for opioid use disorder among adolescents and young adults, 2001-2014.","volume":"171","author":"Hadland","year":"2017","journal-title":"JAMA Pediatr"},{"issue":"4 Pt 1","key":"zoi230904r54","doi-asserted-by":"publisher","first-page":"1482","DOI":"10.1111\/hesr.0.0.issue-0","article-title":"Use of geocoding and surname analysis to estimate race and ethnicity.","volume":"41","author":"Fiscella","year":"2006","journal-title":"Health Serv Res"},{"issue":"6","key":"zoi230904r55","doi-asserted-by":"publisher","first-page":"4138","DOI":"10.1111\/hesr.2018.53.issue-6","article-title":"Matching and regression to the mean in difference-in-differences analysis.","volume":"53","author":"Daw","year":"2018","journal-title":"Health Serv Res"},{"key":"zoi230904r57","doi-asserted-by":"publisher","first-page":"308","DOI":"10.1177\/1536867X1201200209","article-title":"Using the margins command to estimate and interpret adjusted predictions and marginal effects.","volume":"12","author":"Williams","year":"2012","journal-title":"Stata J"},{"issue":"2","key":"zoi230904r58","first-page":"65","article-title":"A simple sequentially rejective multiple test procedure.","volume":"6","author":"Holm","year":"1979","journal-title":"Scand J Stat"},{"issue":"25","key":"zoi230904r59","doi-asserted-by":"publisher","first-page":"3083","DOI":"10.1002\/sim.3697","article-title":"Balance diagnostics for comparing the distribution of baseline covariates between treatment groups in propensity-score matched samples.","volume":"28","author":"Austin","year":"2009","journal-title":"Stat Med"},{"issue":"3","key":"zoi230904r60","doi-asserted-by":"publisher","first-page":"191","DOI":"10.1080\/17476348.2018.1429921","article-title":"Symbicort Maintenance and Reliever Therapy (SMART) and the evolution of asthma management within the GINA guidelines.","volume":"12","author":"Lin","year":"2018","journal-title":"Expert Rev Respir Med"},{"issue":"4","key":"zoi230904r61","doi-asserted-by":"publisher","first-page":"885","DOI":"10.1016\/j.jaci.2007.12.1178","article-title":"Asthma costs and utilization in a managed care organization.","volume":"121","author":"Zeiger","year":"2008","journal-title":"J Allergy Clin Immunol"},{"issue":"1","key":"zoi230904r62","doi-asserted-by":"publisher","first-page":"49","DOI":"10.1097\/MCP.0b013e32835b117a","article-title":"Medication adherence in asthma patients.","volume":"19","author":"Sumino","year":"2013","journal-title":"Curr Opin Pulm Med"},{"issue":"11","key":"zoi230904r63","first-page":"925","article-title":"Medical cost burdens among nonelderly adults with asthma.","volume":"20","author":"Carrier","year":"2014","journal-title":"Am J Manag Care"},{"issue":"12","key":"zoi230904r64","doi-asserted-by":"publisher","first-page":"4324","DOI":"10.1016\/j.jaip.2021.07.054","article-title":"Out-of-pocket spending for asthma-related care among commercially insured patients, 2004-2016.","volume":"9","author":"Sinaiko","year":"2021","journal-title":"J Allergy Clin Immunol Pract"},{"key":"zoi230904r65","doi-asserted-by":"publisher","DOI":"10.1007\/s11606-021-06773-x","article-title":"Out-of-pocket spending inequity among high-deductible health plan members with bipolar disorder.","author":"Wharam","journal-title":"J Gen Intern Med"},{"key":"zoi230904r66","doi-asserted-by":"publisher","first-page":"61","DOI":"10.1016\/j.jhealeco.2017.06.008","article-title":"The long term effects of \u201cconsumer-directed\u201d health plans on preventive care use.","volume":"55","author":"Eisenberg","year":"2017","journal-title":"J Health Econ"},{"issue":"2","key":"zoi230904r67","doi-asserted-by":"publisher","first-page":"75","DOI":"10.37765\/ajmc","article-title":"Preventive drug lists as tools for managing asthma medication costs.","volume":"26","author":"Gilkey","year":"2020","journal-title":"Am J Manag Care"},{"key":"zoi230904r4","volume-title":"Morbidity & Mortality: 2012 Chart Book on Cardiovascular, Lung, and Blood Diseases","year":"2012"},{"key":"zoi230904r10","volume-title":"Expert Panel Report 3: Guidelines for the Diagnosis and Management of Asthma","author":"National Heart Lung and Blood Institute National Asthma Education and Prevention Program","year":"2007"},{"key":"zoi230904r19","doi-asserted-by":"crossref","DOI":"10.3386\/w20927","volume-title":"Patient Responses to Incentives in Consumer-directed Health Plans: Evidence from Pharmaceuticals","author":"Huckfeldt","year":"2015"},{"key":"zoi230904r56","volume-title":"Analysis of Longitudinal Data","author":"Diggle","year":"2013"},{"key":"zoi230904r5","unstructured":"Centers for Disease Control and Prevention. 2019 National Health Interview Survey (NHIS) data\u2014current asthma prevalence percents by age, United States. Accessed July 31, 2023. https:\/\/www.cdc.gov\/asthma\/nhis\/2019\/table2-1.htm"},{"key":"zoi230904r21","unstructured":"The Kaiser Family Foundation and Health Research Educational Trust. 2020 Employer health benefits survey. Accessed July 31, 2023. https:\/\/www.kff.org\/health-costs\/report\/2020-employer-health-benefits-survey\/"},{"key":"zoi230904r23","unstructured":"Consumer Reports. Treating asthma with inhaled steroids: comparing effectiveness, safety, and price. Accessed August 2, 2023. https:\/\/www.consumerreports.org\/cro\/2013\/11\/treating-asthma-with-inhaled-steroids\/index.htm"},{"key":"zoi230904r28","unstructured":"Aetna. Preventive medicine: reducing your out-of-pocket costs for the medicine you need: 2023 advanced control plan. Accessed January 25, 2016. https:\/\/www.aetna.com\/content\/dam\/aetna\/pdfs\/aetnacom\/individuals-families-health-insurance\/document-library\/pharmacy\/2023-Preventive-Medicine-List-Advanced-Control.pdf"},{"key":"zoi230904r29","unstructured":"BlueCross BlueShield of Illinois. Preventive Drug Benefit Program, Member Guide. Accessed August 3, 2023. https:\/\/www.bcbsil.com\/PDF\/rx\/qhp-hdhp-hsa-prev-list-il.pdf"},{"key":"zoi230904r42","unstructured":"Jann? B. KMATCH: Stata module for multivariate-distance and propensity-score matching, including entropy balancing, inverse probability weighting, (coarsened) exact matching, and regression adjustment. Accessed July 31, 2023. https:\/\/ideas.repec.org\/c\/boc\/bocode\/s458346.html"},{"key":"zoi230904r43","unstructured":"Johns Hopkins University. ACG System Version 11.1: Technical Reference Guide. Accessed July 31, 2023. https:\/\/www.hopkinsacg.org\/document\/acg-system-version-11-1-technical-reference-guide\/"},{"key":"zoi230904r48","unstructured":"US Bureau of Labor Statistics. Measuring price change in the CPI: medical care. Accessed August 3, 2023. https:\/\/www.bls.gov\/cpi\/factsheets\/medical-care.htm"},{"key":"zoi230904r50","unstructured":"US Census Bureau. American Community Survey (ACS). Accessed February 26, 2021. https:\/\/www.census.gov\/programs-surveys\/acs"}],"container-title":["JAMA Network Open"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/jamanetwork.com\/journals\/jamanetworkopen\/articlepdf\/2808869\/sinaiko_2023_oi_230904_1692735438.19078.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,8,29]],"date-time":"2023-08-29T11:33:06Z","timestamp":1693308786000},"score":1,"resource":{"primary":{"URL":"https:\/\/jamanetwork.com\/journals\/jamanetworkopen\/fullarticle\/2808869"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,8,29]]},"references-count":67,"journal-issue":{"issue":"8","published-print":{"date-parts":[[2023,8,1]]}},"URL":"https:\/\/doi.org\/10.1001\/jamanetworkopen.2023.31259","relation":{},"ISSN":["2574-3805"],"issn-type":[{"value":"2574-3805","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,8,29]]}}}