| Literature DB >> 28683219 |
Laura J Samuel1, Sarah L Szanton2, Rachel Cahill3, Jennifer L Wolff4, Pinchuan Ong5, Ginger Zielinskie6, Charles Betley7.
Abstract
This study sought to examine whether Supplemental Nutrition Assistance Program (SNAP) participation and benefit levels are associated with reduced subsequent hospital and emergency department utilization in low-income older adults. Study participants were 68,956 Maryland residents aged ≥65 years who were dually enrolled in Medicare and Medicaid (2009-2012). Annual inpatient hospital days and costs and emergency department visits were modeled as a function of either 1-year lagged SNAP participation or lagged SNAP benefit amounts, controlling for sociodemographic characteristics, autoregressive effects, year, health status, and Medicaid participation. SNAP participation (adjusted odds ratio [aOR] = 0.96, 95% confidence interval [CI]: 0.93, 0.99), and, among participants, each $10 increase in monthly benefits (aOR = 0.99, 95% CI: 0.99-0.99) are associated with a reduced likelihood of hospitalization, but not emergency department use. The authors estimate that enrolling the 47% of the 2012 population who were eligible nonparticipants in SNAP could have been associated with $19 million in hospital cost savings. Accounting for the strong effects of health care access, this study finds that SNAP is associated with reduced hospitalization in dually eligible older adults. Policies to increase SNAP participation and benefit amounts in eligible older adults may reduce hospitalizations and health care costs for older dual eligible adults living in the community.Entities:
Keywords: food assistance; health care utilization; hospitalization; older adults; socioeconomic status
Mesh:
Year: 2017 PMID: 28683219 PMCID: PMC5906726 DOI: 10.1089/pop.2017.0055
Source DB: PubMed Journal: Popul Health Manag ISSN: 1942-7891 Impact factor: 2.459
Characteristics of Maryland Adults Aged ≥65 Dually Enrolled in Both Medicare and Medicaid, by Supplemental Nutrition Assistance Program Participation in 2012 (n = 53,646)
| P[ | ||||
|---|---|---|---|---|
| Age | ||||
| 65–69 years | 14,672 (27) | 7305 (29) | 7367 (26) | <0.01 |
| 70–74 years | 11,621 (22) | 4406 (18) | 7215 (25) | |
| 75–79 years | 9976 (19) | 4164 (17) | 5812 (20) | |
| 80–84 years | 8098 (15) | 3693 (15) | 4405 (15) | |
| ≥85 years | 9279 (17) | 5450 (22) | 3829 (13) | |
| Sex | ||||
| Female | 37,138 (69) | 19,955 (70) | 17,183 (69) | 0.01 |
| Male | 16,508 (31) | 8673 (30) | 7835 (31) | |
| Race/Ethnicity | ||||
| Black | 17,704 (33) | 10,191 (36) | 7513 (30) | <0.01 |
| White | 21,034 (39) | 10,560 (37) | 10,474 (42) | |
| Hispanic | 2869 (5) | 1694 (6) | 1175 (5) | |
| Other | 6835 (13) | 4281 (15) | 2554 (10) | |
| Unknown | 5204 (10) | 1902 (7) | 3302 (13) | |
| Medicaid community waiver | ||||
| No | 46,732 (87) | 24,903 (87) | 21,829 (87) | 0.36 |
| Yes | 6914 (13) | 3725 (13) | 3189 (13) | |
| Partially Medicaid eligibile | ||||
| No | 31,347 (58) | 16,984 (59) | 14,363 (57) | <0.01 |
| Yes | 22,299 (42) | 11,644 (41) | 10,655 (43) | |
| Medicaid eligible by spend down | ||||
| No | 52,723 (98) | 28,207 (99) | 24,516 (98) | <0.01 |
| Yes | 923 (2) | 421 (1) | 502 (2) | |
| Mean number of chronic conditions | 2.8 | 2.6 | 2.9 | <0.01 |
| Admitted to hospital | ||||
| No | 40,031 (74) | 21,238 (76) | 18,793 (73) | <0.01 |
| Yes | 13,775 (26) | 6734 (24) | 7041 (27) | |
| Had emergency department visit | ||||
| No | 31,674 (59) | 16,634 (59) | 15,040 (58) | 0.03 |
| Yes | 22,132 (41) | 11,338 (41) | 10,794 (42) | |
Limited to individuals who were enrolled in fee-for-service Medicare for ≥6 months of the year and who were not residing in a nursing home for more than 9 months of 2011.
Based on chi-square test statistic.
SNAP, Supplemental Nutrition Assistance Program.
Associations Between Supplemental Nutrition Assistance Program Participation (
| Previous year SNAP participation (n = 68,956) | 0.86 (0.84–0.89) | 0.96 (0.93–0.99) | 0.90 (0.83–0.97) | 0.98 (0.91–1.06) |
| Previous year mean monthly SNAP amount in participants ($10) (n = 26,874) | 0.98 (0.97–0.98) | 0.99 (0.99–0.99) | 0.98 (0.98–0.99) | 0.99 (0.99–1.00) |
Associations estimated from zero-inflated negative binomial regression estimated with robust standard errors. All models adjusted for autoregressive effects, study year, age, sex, race/ethnicity, annual income, partial Medicaid eligibility, Medicaid spend down eligibility, chronic condition count, and Medicaid community waiver status.
Model additionally adjusted for proportion of year participating in Medicaid.
CI, confidence interval; IRR, incident rate ratio; OR, odds ratio; SNAP, Supplemental Nutrition Assistance Program.
Associations Between Supplemental Nutrition Assistance Program Participation (n = 68,956) and Benefit Amount (n = 26,874) with Inpatient Hospital Expenditures, Maryland Adults Aged ≥65 Years Enrolled in Both Medicare and Medicaid (2010–2012)
| Previous year SNAP participation (n = 68,956) | −1.5% (−2.0% to −1.1%) |
| Previous year mean monthly SNAP amount in participants ($10) (n = 26,874) | −0.2% (−0.2% to −0.1%) |
Associations estimated from Heckman regression model, adjusted for autoregressive effects, study year, age, sex, race/ethnicity, annual income, partial Medicaid eligibility, Medicaid spend-down eligibility, chronic condition count, Medicaid community waiver status, and proportion of year participating in Medicaid.
Evaluated at means of all covariates.
CI, confidence interval; SNAP, Supplemental Nutrition Assistance Program.
Steps to Obtain Cost Savings of Expanding the Supplemental Nutrition Assistance Program to Nonparticipants in 2012 (n = 25,018), Based on Heckman Model Estimates
| Change in probability of any admission in the year (%)[ | 1.5 |
| Multiplied by: Number of nonparticipants[ | 25,018 |
| Gives: Estimated number of averted admissions | 375 |
| Multiplied by: Average annual cost of inpatient admissions ($)[ | 25,091 |
| Gives: Estimated cost savings from averted admissions ($) | 9,415,900 |
| Number of nonparticipants admitted to hospital[ | 7041 |
| Less: Estimated number of averted admissions | 375 |
| Gives: Estimated no. of nonparticipants still admitted to hospital | 6666 |
| Percentage change in cost for admitted persons (%)[ | 5.8 |
| Multiplied by: Average annual cost of inpatient admissions ($)[ | 25,091 |
| Gives: Reduction in average cost for admitted persons ($) | 1455 |
| Multiplied by: Estimated no. of nonparticipants still admitted to hospital | 6666 |
| Gives: Estimated cost savings from less costly hospital stays ($) | 9,700,490 |
| Total estimated cost savings ($) | 19,116,390 |
See Table 3.
See Table 1.
Estimated based on participants who were hospitalized in 2012.