Abstract
There has been little rigorous evidence to date comparing public vs private health insurance. With policy makers considering a range of policies to expand coverage, understanding the trade-offs between these coverage types is critical. To compare months of coverage, utilization, quality, and costs between low-income adults with Medicaid vs those with subsidized private (Marketplace) insurance. This cross-sectional study used a propensity score-matched sample of adults enrolled in either Medicaid or Marketplace plans at any point between January 1, 2014, and December 31, 2015. The sample was restricted to individuals with incomes narrowly above and below 138% of the federal poverty level (FPL), which represented the eligibility cutoff between the programs. Data were obtained from 3 state agencies merging comprehensive insurance claims with income eligibility data for Colorado Medicaid expansion and Marketplace enrollees. Income data were linked with an all-payer claims database, and generalized linear models were used to adjust for clinical and demographic confounders. Participants included 8182 low-income nonpregnant adults aged 19 to 64 years enrolled in Medicaid or Marketplace coverage during the 2014 to 2015 period, with incomes between 134% and 143% of the FPL. Health insurance through Colorado Medicaid or Colorado's state-based Marketplace. The primary analytical approach was a multivariate regression analysis of the propensity score-matched sample. Primary outcomes were months of coverage in Medicaid or Marketplace insurance, office and emergency department (ED) visits, ambulatory care-sensitive hospitalizations, and total costs. For secondary quality outcomes, the propensity score-matched sample was widened to 129% to 148% of the FPL to ensure adequate sample size. Secondary outcomes included prescription drug utilization, types of ED visits, hospitalizations, out-of-pocket costs, and clinical quality measures. Primary data analysis was between September 2018 to July 2019, with revisions finalized in November 2020. The propensity score-matched narrow-income sample included a total of 8182 participants (4091 Medicaid eligible [50%]: mean [SD] age, 42.8 [13.6] years; 2230 women [54.5%]; 4091 Marketplace eligible [50%]: mean [SD] age, 42.7 [13.9] years; 2229 women [54.5%]). Demographic differences across the 2 groups were well balanced, with all standardized mean differences less than 0.10. Marketplace coverage was associated with fewer ED visits (mean, 0.36 [95% CI, 0.32-0.40] visits vs 0.56 [95% CI, 0.50-0.62] visits; P < .001) and more office (outpatient) visits than Medicaid (mean, 2.22 [95% CI, 2.11-2.32] visits vs 1.73 [95% CI, 1.64-1.81] visits; P < .001). No differences in ambulatory care-sensitive hospitalizations were found (0.004 [95% CI, 0.001-0.006] vs 0.007 [95% CI, 0.002-0.011]; P = .15). Total costs were 83% higher in Marketplace coverage (mean, $4553 [95% CI, $3368-$5738] vs $2484 [95% CI, $1760-$3209]; P < .001) owing almost entirely to higher prices, and out-of-pocket costs were 10 times higher (mean, $569 [95% CI, $337-$801] vs $45 [95% CI, $26-$65]; P < .001). Five of 12 secondary quality measures favored private insurance, and 1 favored Medicaid. In this cross-sectional propensity score-matched study, Medicaid and Marketplace coverage differed in important ways. Public coverage through Medicaid was associated with more ED visits and fewer office visits than private Marketplace coverage, which may reflect barriers to outpatient care or lower cost-sharing barriers to ED care in Medicaid. Results suggest that Medicaid coverage was substantially less costly to beneficiaries and society than private coverage, with mixed results on health care quality.
Highlights
Numerous studies over the past decade have evaluated the effects of health insurance on utilization, costs, and quality, and most of this evidence comes from research on Medicaid.[1,2,3,4] Yet there has been little rigorous evidence on the comparative effects of public vs private coverage.The primary reason for this literature gap is that individuals with private insurance differ substantially from individuals with public insurance
Marketplace coverage was associated with fewer emergency department (ED) visits and more office visits than Medicaid
Meaning This study found that Medicaid and Marketplace coverage differ in important ways: more emergency department visits in Medicaid may reflect impaired access to outpatient care or lower copayments; Marketplace coverage was more costly owing to higher prices and had higher cost sharing for consumers
Summary
Numerous studies over the past decade have evaluated the effects of health insurance on utilization, costs, and quality, and most of this evidence comes from research on Medicaid.[1,2,3,4] Yet there has been little rigorous evidence on the comparative effects of public vs private coverage. The primary reason for this literature gap is that individuals with private insurance differ substantially from individuals with public insurance. Medicaid covers lower-income individuals, many of whom are disabled and unable to work, whereas most adults with private coverage obtain insurance through employment. Studies that have used administrative or claims data cannot account for income, one of the key drivers for differences between public and private insurance, and survey-based analyses lack detailed clinical information.[10,11] Our study overcomes these limitations through a novel data set combining all-payer claims data and income-based eligibility information
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