| Literature DB >> 34656739 |
Gregory A Metzger1, Lindsey Asti2, John P Quinn3, Deena J Chisolm4, Henry Xiang5, Katherine J Deans6, Jennifer N Cooper7.
Abstract
BACKGROUND: Low-income young adults disproportionately experience traumatic injury and poor trauma outcomes. This study aimed to evaluate the effects of the Affordable Care Act's Medicaid expansion, in its first 4 years, on trauma care and outcomes in young adults, overall and by race, ethnicity, and ZIP code-level median income. STUDYEntities:
Mesh:
Year: 2021 PMID: 34656739 PMCID: PMC8627499 DOI: 10.1016/j.jamcollsurg.2021.08.694
Source DB: PubMed Journal: J Am Coll Surg ISSN: 1072-7515 Impact factor: 6.113
Characteristics of Young Adult Trauma Patients in the Selected Medicaid Expansion and Non-Expansion States
| Characteristic | Medicaid expansion (n = 119,090) | Non-Medicaid expansion (n = 247,976) | Total (n = 367,066) |
|---|---|---|---|
| Age, y, mean (SD) | 30.7 (7.6) | 30.8 (7.5) | 30.8 (7.6) |
| Sex, n (%) | |||
| Male | 87,588 (73.5) | 181,539 (73.2) | 269,127 (73.3) |
| Female | 31,502 (26.5) | 66,437 (26.8) | 97,939 (26.7) |
| Race and ethnicity, n (%) | |||
| Non-Hispanic White | 66,928 (56.2) | 135,086 (54.5) | 202,014 (55.0) |
| Non-Hispanic Black | 32,502 (27.3) | 66,457 (26.8) | 98,959 (27.0) |
| Hispanic (any race) | 13,201 (11.1) | 36,898 (14.9) | 50,099 (13.6) |
| Other | 6,459 (5.4) | 9,535 (3.8) | 15,994 (4.4) |
| ZIP code-level median household income quartile, n (%) | |||
| Quartile 1 (lowest) | 41,575 (34.9) | 106,347 (42.9) | 147,922 (40.3) |
| Quartile 2 | 23,958 (20.1) | 75,896 (30.6) | 99,854 (27.2) |
| Quartile 3 | 28,136 (23.6) | 46,625 (18.8) | 74,761 (20.4) |
| Quartile 4 (highest) | 25,421 (21.3) | 19,108 (7.7) | 44,529 (12.1) |
| Primary payer, n (%) (n = 365,837) | |||
| Medicare | 4,450 (3.8) | 8,212 (3.3) | 12,662 (3.5) |
| Medicaid | 33,420 (28.2) | 33,841 (13.7) | 67,261 (18.4) |
| Private insurance | 48,759 (41.1) | 92,130 (37.3) | 140,889 (38.5) |
| Self-pay | 19,852 (16.7) | 70,072 (28.3) | 89,924 (24.6) |
| No charge | 1,398 (1.2) | 9,451 (3.8) | 10,849 (3.0) |
| Other | 10,670 (9.0) | 33,582 (13.6) | 44,252 (12.1) |
| Urban or rural residence, n (%) | |||
| Large central metropolitan (>1 million population) | 36,916 (31.0) | 69,577 (28.1) | 106,493 (29.0) |
| Large fringe metropolitan (>1 million population) | 29,473 (24.7) | 70,162 (28.3) | 99,635 (27.1) |
| Medium metropolitan (250,000–999,999 population) | 17,797 (14.9) | 53,378 (21.5) | 71,175 (19.4) |
| Small metropolitan (50,000–249,999 population) | 11,258 (9.5) | 19,676 (7.9) | 30,934 (8.4) |
| Micropolitan | 12,064 (10.1) | 20,984 (8.5) | 33,048 (9.0) |
| Noncore | 11,582 (9.7) | 14,199 (5.7) | 25,781 (7.0) |
| No. of chronic conditions, n (%) | |||
| 0 | 32,476 (27.3) | 76,344 (30.8) | 108,820 (29.6) |
| 1 | 30,829 (25.9) | 66,015 (26.6) | 96,844 (26.4) |
| 2 | 21,751 (18.3) | 43,270 (17.4) | 65,021 (17.7) |
| 3 | 13,675 (11.5) | 26,401 (10.6) | 40,076 (10.9) |
| > 3 | 20,359 (17.1) | 35,946 (14.5) | 56,305 (15.3) |
| Operative procedure, n (%) | 67,239 (56.5) | 149,410 (60.3) | 216,649 (59.0) |
| Traumatic shock, n (%) | 2,974 (2.5) | 6,733 (2.7) | 9,707 (2.6) |
| Injury Severity Score, n (%) (n = 367,039) | |||
| Mild or moderate (0–15) | 96,014 (80.6) | 199,695 (80.5) | 295,709 (80.6) |
| Severe (16–24) | 16,226 (13.6) | 34,144 (13.8) | 50,370 (13.7) |
| Extremely severe (25–75) | 6,839 (5.7) | 14,121 (5.7) | 20,960 (5.7) |
| Severe head or neck injury, n (%) | 20,890 (17.5) | 41,266 (16.6) | 62,156 (16.9) |
| Injury mechanism, n (%) | |||
| Cut or pierce | 8,939 (7.5) | 16,996 (6.9) | 25,935 (7.1) |
| Fall | 24,204 (20.3) | 45,523 (18.4) | 69,727 (19.0) |
| Firearm | 12,367 (10.4) | 22,579 (9.1) | 34,946 (9.5) |
| Motor vehicle traffic | 37,256 (31.3) | 92,183 (37.2) | 129,439 (35.3) |
| Struck by or against | 10,439 (8.8) | 19,413 (7.8) | 29,852 (8.1) |
| Injury intent, n (%) | |||
| Undetermined or unintentional | 85,545 (71.8) | 194,999 (78.6) | 280,544 (76.4) |
| Self-harm | 2,488 (2.1) | 5,385 (2.2) | 7,873 (2.1) |
| Assault | 23,586 (19.8) | 38,542 (15.5) | 62,128 (16.9) |
Insurance Coverage and Risk-Adjusted Outcomes among Young Adult Trauma Patients in the Selected Medicaid Expansion and Non-Expansion States
| Expansion state | Non-expansion state | |||||
|---|---|---|---|---|---|---|
| 2011–2013 (n = 56,196) | 2014–2017 (n = 62,894) | 2011–2013 (n = 104,348) | 2014–2017 (n = 143,628) | |||
| Uninsured | 27.1 | 9.7 | 32.7 | 31.8 | −16.50 (−17.08 to −15.93) | < 0.001 |
| Medicaid | 17.1 | 38.1[ | 13.5 | 13.8 | 20.69 (20.13 to 21.25) | < 0.001 |
| Private insurance | 42.2 | 40.2[ | 36.4 | 37.9[ | −3.48 (−4.16 to −2.80) | < 0.001 |
| In-hospital mortality | 2.2 | 1.9[ | 2.0 | 1.9[ | −0.12 (−0.30 to 0.05) | 0.17 |
| Length of stay, d, mean | 4.7 | 5.1[ | 5.5 | 5.6[ | 0.32 (0.25 to 0.39) | < 0.001 |
| Discharged to any rehabilitation | 15.8 | 17.4[ | 15.4 | 16.1[ | 0.95 (0.40 to 1.50) | 0.001 |
| Discharged to inpatient rehabilitation | 6.1 | 7.4[ | 5.9 | 6.7[ | 0.55 (0.19 to 0.91) | 0.003 |
| Discharged to a skilled nursing facility | 1.9 | 2.3[ | 1.7 | 1.6 | 0.50 (0.29 to 0.72) | < 0.001 |
| Discharged to home healthcare | 7.8 | 7.6 | 7.8 | 7.7 | −0.16 (−0.58 to 0.25) | 0.43 |
| 30-d unplanned readmission | 7.5 | 8.0 | 7.9 | 8.1 | 0.34 (−0.32 to 1.00) | 0.31 |
| 30-d return ED visit | 17.6 | 18.3 | 18.4 | 19.2 | −0.19 (−1.14 to 0.76) | 0.69 |
| 90-d unplanned readmission | 10.4 | 10.9 | 11.0 | 11.1 | 0.44 (−0.32 to 1.21) | 0.25 |
| 90-d return ED visit | 25.3 | 27.0[ | 25.8 | 27.2[ | 0.37 (−0.71 to 1.44) | 0.50 |
Values are risk-adjusted marginal percentages unless otherwise indicated.
Statistically significant.
p < 0.05 vs 2011–2013 in the same states. For all trauma outcomes models, C statistics were > 0.65 and Hosmer-Lemeshow goodness-of-fit tests yielded p values > 0.05.
ED, emergency department.
Figure 1.Proportion of young adult trauma patients uninsured over time, by state Medicaid expansion status.
Figure 2.Proportion of young adult trauma patients covered by Medicaid over time, by state Medicaid expansion status.
Figure 3.Proportion of young adult trauma patients covered by private insurance over time, by state Medicaid expansion status.
Insurance Coverage and Risk-Adjusted Outcomes among Young Adult Trauma Patients in the Selected Medicaid Expansion and Non-Expansion States: Results by Race or Ethnicity
| Expansion state | Non-Expansion state | ||||
|---|---|---|---|---|---|
| 2011–2013 (n = 56,196) | 2014–2017 (n = 62,894 | 2011–2013 (n = 104,348 | 2014–2017 (n = 143,628) | ||
| Uninsured | |||||
| White | 22.4 | 7.1 | 28.0 | 26.7 | −13.91 (−14.62 to −13.19) |
| Black or African American | 33.7 | 9.4 | 40.1 | 39.0 | −23.13 (−24.29 to −21.97) |
| Hispanic | 35.9 | 21.4 | 38.9 | 36.0 | −11.59 (−13.43 to −9.74) |
| Medicaid | |||||
| White | 13.7 | 32.1 | 12.3 | 12.1 | 18.57 (17.86–19.28) |
| Black or African American | 26.4 | 55.2 | 16.6 | 16.9 | 28.50 (27.32–29.67) |
| Hispanic | 13.4 | 29.0 | 13.5 | 14.6 | 14.44 (12.89–15.98) |
| Private insurance | |||||
| White | 50.0 | 47.4 | 42.9 | 45.3 | −4.99 (−5.91 to −4.06) |
| Black or African American | 27.2 | 26.7 | 24.7 | 26.9 | −2.74 (−3.92 to −1.56) |
| Hispanic | 35.8 | 36.5 | 30.0 | 32.1 | −1.42 (−3.33 to 0.49) |
| In-hospital mortality | |||||
| White | 1.9 | 1.8 | 1.9 | 1.8 | −0.02 (−0.24 to 0.20) |
| Black or African American | 3.1 | 2.4 | 2.3 | 2.0 | −0.43 (−0.81 to −0.05) |
| Hispanic | 1.5 | 1.2 | 1.8 | 1.5 | −0.09 (−0.52 to 0.34) |
| Length of stay | |||||
| White | 4.6 | 4.9 | 5.3 | 5.4 | 0.27 (0.18 to 0.36) |
| Black or African American | 4.9 | 5.5 | 5.9 | 6.0 | 0.42 (0.28 to 0.55) |
| Hispanic | 4.6 | 4.9 | 5.4 | 5.3 | 0.41 (0.22 to 0.59) |
| Discharged to any rehabilitation | |||||
| White | 16.5 | 18.0 | 16.8 | 17.8 | 0.46 (−0.27 to 1.19) |
| Black or African American | 15.3 | 17.4 | 14.0 | 14.4 | 1.77 (0.61 to 2.94) |
| Hispanic | 15.0 | 16.1 | 12.3 | 12.8 | 0.61 (−0.87 to 2.09) |
| Discharged to inpatient rehabilitation | |||||
| White | 6.8 | 8.2 | 6.6 | 7.5 | 0.49 (−0.003 to 0.98) |
| Black or African American | 5.2 | 6.8 | 5.1 | 5.9 | 0.80 (0.06 to 1.55) |
| Hispanic | 4.4 | 5.5 | 4.7 | 5.2 | 0.50 (−0.39 to 1.38) |
| Discharged to a skilled nursing facility | |||||
| White | 2.0 | 2.4 | 1.9 | 1.9 | 0.41 (0.12 to 0.70) |
| Black or African American | 1.9 | 2.4 | 1.7 | 1.5 | 0.61 (0.16 to 1.07) |
| Hispanic | 1.6 | 2.0 | 1.0 | 0.9 | 0.44 (−0.10 to 0.98) |
| Discharged to home healthcare | |||||
| White | 7.7 | 7.3 | 8.3 | 8.4 | −0.51 (−1.05 to 0.02) |
| Black or African American | 8.1 | 8.2 | 7.3 | 7.0 | 0.39 (−0.51 to 1.28) |
| Hispanic | 9.0 | 8.7 | 6.6 | 6.6 | −0.33 (−1.53 to 0.87) |
| 30-d unplanned readmission | |||||
| White | 7.6 | 7.9 | 8.4 | 8.4 | 0.23 (−0.69 to 1.16) |
| Black or African American | 8.2 | 9.3 | 7.4 | 8.2 | 0.29 (−0.95 to 1.52) |
| Hispanic | 5.2 | 6.1 | 7.3 | 7.3 | 0.89 (−0.73 to 2.50) |
| 30-d return ED visit | |||||
| White | 16.7 | 17.0 | 17.8 | 18.9 | −0.74 (−2.02 to 0.55) |
| Black or African American | 20.9 | 22.2 | 21.5 | 22.0 | 0.62 (−1.23 to 2.47) |
| Hispanic | 14.8 | 15.1 | 15.6 | 16.3 | −0.32 (−2.77 to 2.13) |
| 90-d unplanned readmission | |||||
| White | 10.8 | 11.1 | 11.9 | 11.5 | 0.61 (−0.47 to 1.69) |
| Black or African American | 11.4 | 12.0 | 10.6 | 11.0 | 0.23 (−1.19 to 1.65) |
| Hispanic | 7.4 | 8.4 | 9.3 | 9.8 | 0.58 (−1.29 to 2.45) |
| 90-d return ED visit | |||||
| White | 24.6 | 25.6 | 25.6 | 26.9 | −0.34 (−1.81 to 1.14) |
| Black or African American | 30.2 | 32.5 | 29.0 | 30.8 | 0.50 (−1.57 to 2.56) |
| Hispanic | 18.9 | 21.6 | 22.1 | 23.0 | 1.84 (−0.90 to 4.59) |
Values are risk-adjusted marginal percentages.
p < 0.05 vs difference-in-difference in non-Hispanic White patients. For all trauma outcomes models, C statistics were > 0.65 and Hosmer-Lemeshow goodness-of-fit tests yielded p values > 0.05.
ED, emergency department.
Insurance Coverage and Risk-Adjusted Outcomes among Young Adult Trauma Patients in the Selected Medicaid Expansion and Non-Expansion States: Results by ZIP Code-Level Median Household Income Quartile
| Expansion state | Non-Expansion state | ||||
|---|---|---|---|---|---|
| 2011–2013 (n = 56,196) | 2014–2017 (n = 62,894 | 2011–2013 (n = 104,348 | 2014–2017 (n = 143,628) | ||
| Uninsured | |||||
| Quartile 1 (lowest) | 34.2 | 10.1 | 37.6 | 36.1 | −22.57 (−23.55 to −21.59) |
| Quartile 2 | 27.7 | 10.5 | 32.3 | 30.7 | −15.59 (−16.79 to −14.40) |
| Quartile 3 | 25.2 | 9.8 | 28.4 | 26.5 | −13.50 (−14.70 to −12.30) |
| Quartile 4 (highest) | 18.1 | 7.9 | 22.6 | 20.6 | −8.18 (−9.61 to −6.75) |
| Medicaid | |||||
| Quartile 1 (lowest) | 21.1 | 48.3 | 16.3 | 16.2 | 27.31 (26.32 to 28.29) |
| Quartile 2 | 17.3 | 37.3 | 13.8 | 13.4 | 20.35 (19.15 to 21.56) |
| Quartile 3 | 16.2 | 34.2 | 10.5 | 10.5 | 18.05 (16.91 to 19.18) |
| Quartile 4 (highest) | 12.1 | 25.6 | 7.5 | 7.6 | 13.42 (12.21 to 14.62) |
| Private insurance | |||||
| Quartile 1 (lowest) | 29.4 | 29.7 | 28.2 | 30.6 | −2.21 (−3.25 to −1.16) |
| Quartile 2 | 40.0 | 39.1 | 36.5 | 39.6 | −4.08 (−5.51 to −2.65) |
| Quartile 3 | 46.1 | 43.8 | 44.1 | 46.5 | −4.67 (−6.14 to −3.19) |
| Quartile 4 (highest) | 59.0 | 55.5 | 54.2 | 56.8 | −6.13 (−7.99 to −4.26) |
| In-hospital mortality | |||||
| Quartile 1 (lowest) | 2.36 | 2.17 | 2.14 | 1.96 | −0.02 (−0.32 to 0.28) |
| Quartile 2 | 2.39 | 1.86 | 1.99 | 1.83 | −0.36 (−0.75 to 0.01) |
| Quartile 3 | 1.94 | 1.82 | 1.99 | 1.85 | 0.02 (−0.35 to 0.39) |
| Quartile 4 (highest) | 1.83 | 1.42 | 1.75 | 1.55 | −0.21 (−0.64 to 0.23) |
| Length of stay | |||||
| Quartile 1 (lowest) | 4.9 | 5.2 | 5.6 | 5.7 | 0.16 (0.05 to 0.27) |
| Quartile 2 | 4.8 | 5.1 | 5.4 | 5.5 | 0.11 (−0.03 to 0.25) |
| Quartile 3 | 4.6 | 5.1 | 5.4 | 5.4 | 0.50 (0.36 to 0.64) |
| Quartile 4 (highest) | 4.2 | 4.9 | 5.4 | 5.4 | 0.56 (0.38 to 0.73) |
| Discharged to any rehabilitation | |||||
| Quartile 1 (lowest) | 14.0 | 16.0 | 14.2 | 14.7 | 1.45 (0.61 to 2.30) |
| Quartile 2 | 16.2 | 17.2 | 16.0 | 16.5 | 0.50 (−0.62 to 1.62) |
| Quartile 3 | 17.0 | 19.0 | 16.0 | 17.2 | 0.69 (−0.53 to 1.91) |
| Quartile 4 (highest) | 19.1 | 20.5 | 17.8 | 18.5 | 0.68 (−0.99 to 2.34) |
| Discharged to inpatient rehabilitation | |||||
| Quartile 1 (lowest) | 5.2 | 7.2 | 5.2 | 6.0 | 1.19 (0.64 to 1.74) |
| Quartile 2 | 6.7 | 7.4 | 6.2 | 6.9 | −0.08 (−0.83 to 0.66) |
| Quartile 3 | 6.5 | 7.8 | 6.4 | 7.2 | 0.56 (−0.25 to 1.36) |
| Quartile 4 (highest) | 7.2 | 8.1 | 7.1 | 8.2 | −0.28 (−1.38 to 0.83) |
| Discharged to a skilled nursing facility | |||||
| Quartile 1 (lowest) | 1.5 | 1.7 | 1.7 | 1.6 | 0.26 (−0.05 to 0.57) |
| Quartile 2 | 2.0 | 2.5 | 1.8 | 1.6 | 0.60 (0.14 to 1.05) |
| Quartile 3 | 2.2 | 2.8 | 1.7 | 1.8 | 0.56 (0.07 to 1.04) |
| Quartile 4 (highest) | 2.4 | 3.2 | 1.6 | 1.5 | 0.96 (0.31 to 1.60) |
| Discharged to home healthcare | |||||
| Quartile 1 (lowest) | 7.3 | 7.0 | 7.3 | 7.1 | −0.03 (−0.66 to 0.61) |
| Quartile 2 | 7.5 | 7.3 | 8.1 | 8.0 | −0.14 (−0.97 to 0.69) |
| Quartile 3 | 8.3 | 8.3 | 7.8 | 8.3 | −0.45 (−1.36 to 0.46) |
| Quartile 4 (highest) | 9.6 | 9.2 | 9.1 | 8.7 | −0.09 (−1.35 to 1.17) |
| 30-d unplanned readmission | |||||
| Quartile 1 (lowest) | 7.6 | 7.8 | 7.7 | 8.3 | −0.36 (−1.50 to 0.78) |
| Quartile 2 | 6.7 | 7.8 | 8.0 | 7.3 | 1.69 (0.31 to 3.06) |
| Quartile 3 | 6.8 | 7.9 | 7.4 | 8.4 | 0.12 (−1.23 to 1.47) |
| Quartile 4 (highest) | 9.2 | 9.3 | 9.3 | 8.9 | 0.58 (−1.49 to 2.66) |
| 30-d return ED visit | |||||
| Quartile 1 (lowest) | 20.2 | 21.1 | 20.5 | 21.7 | −0.35 (−2.05 to 1.34) |
| Quartile 2 | 17.5 | 18.1 | 19.0 | 19.4 | 0.11 (−1.88 to 2.10) |
| Quartile 3 | 15.7 | 16.3 | 16.6 | 17.3 | −0.06 (−1.96 to 1.84) |
| Quartile 4 (highest) | 13.0 | 13.5 | 13.7 | 14.7 | −0.60 (−3.04 to 1.85) |
| 90-d unplanned readmission | |||||
| Quartile 1 (lowest) | 11.0 | 10.7 | 10.8 | 11.3 | −0.82 (−2.15 to 0.51) |
| Quartile 2 | 9.6 | 11.0 | 11.2 | 10.3 | 2.32 (0.71 to 3.92) |
| Quartile 3 | 9.8 | 10.8 | 10.5 | 11.1 | 0.34 (−1.24 to 1.91) |
| Quartile 4 (highest) | 11.4 | 11.6 | 12.3 | 11.7 | 0.78 (−1.54 to 3.10) |
| 90-d return ED visit | |||||
| Quartile 1 (lowest) | 28.5 | 30.7 | 28.5 | 30.7 | −0.001 (−1.92 to 1.90) |
| Quartile 2 | 24.3 | 26.8 | 27.0 | 27.5 | 2.05 (−0.21 to 4.30) |
| Quartile 3 | 23.8 | 24.7 | 23.1 | 24.4 | −0.51 (−2.69 to 1.68) |
| Quartile 4 (highest) | 19.0 | 20.4 | 20.1 | 21.1 | 0.46 (−2.37 to 3.30) |
Values are risk-adjusted marginal percentages.
p < 0.05 vs difference-in-difference in highest income quartile. For all trauma outcome models, C statistics were > 0.65 and Hosmer-Lemeshow goodness-of-fit tests yielded p values > 0.05.
ED, emergency department.
Figure 4.Proportion of young adult trauma patients discharged to inpatient rehabilitation facilities (IRFs) over time, by state Medicaid expansion status.
Figure 5.Proportion of young adult trauma patients discharged to skilled nursing facilities (SNFs) over time, by state Medicaid expansion status.