| Literature DB >> 27618079 |
Michael T Schmeltz1, Elisaveta P Petkova2, Janet L Gamble3.
Abstract
Understanding how heat waves affect morbidity and mortality, as well as the associated economic costs, is essential for characterizing the human health impacts of extreme heat under a changing climate. Only a handful of studies have examined healthcare costs associated with exposures to high temperatures. This research explores costs associated with hospitalizations for heat-related illness (HRI) in the United States using the 2001 to 2010 Nationwide Inpatient Sample (NIS). Descriptive statistics of patient data for HRI hospitalizations were examined and costs of hospitalizations were reported using the all-payer inpatient cost-to-charge ratio. Costs were examined using a log-gamma model with patient and hospital characteristics included as fixed effects. Adjusted mean costs were then compared across racial groups. The mean costs of HRI hospitalizations were higher among racial/ethnic minorities compared to Whites, who accounted for almost 65% of all HRI hospitalizations. Observed differences in costs based on income, insurance, and gender were also significant. These results suggest that these populations are suffering disproportionately from health inequity, thus, they could shoulder greater disease and financial burdens due to climate change. These findings may have important implications in understanding the economic impact public health planning and interventions will have on preventing hospitalizations related to extreme heat.Entities:
Keywords: climate change; economic cost; health equity; heat-related illness; hospitalizations; racial disparities
Mesh:
Year: 2016 PMID: 27618079 PMCID: PMC5036727 DOI: 10.3390/ijerph13090894
Source DB: PubMed Journal: Int J Environ Res Public Health ISSN: 1660-4601 Impact factor: 3.390
Sociodemographic characteristics of patients hospitalized with and without a heat-related illness (HRI), United States 2001–2010 (May–September).
| Characteristics | All Hospitalizations | HRI Hospitalizations |
|---|---|---|
| N (total, weighted) | 181,094,795 | 73,180 |
| Age, Mean (±SD), y | 47.7 (27.9) | 55.0 (21.6) |
| Length of Stay, Median (IQR), d | 3 (2–5) | 2 (1–3) |
| Total Charges, Median (IQR), $ | $12,480 ($5,956, $26,313) | $8,965 ($5,017, $17,047) |
| Death, n (%) | 3,554,407 (2.0%) | 1353 (1.9%) |
| Age Categories, % | ||
| 0–17 | 16.6% | 4.4% |
| 18–39 | 21.6% | 20.5% |
| 40–64 | 27.6% | 38.2% |
| 65–74 | 13.0% | 13.4% |
| 75+ | 21.3% | 23.4% |
| Gender, % | ||
| Male | 41.2% | 73.6% |
| Female | 58.5% | 26.4% |
| Missing | 0.3% | - |
| Race/Ethnicity, % | ||
| White | 52.3% | 64.8% |
| Black | 11.2% | 16.4% |
| Hispanic | 10.4% | 11.0% |
| Asian/Pacific Islander | 1.8% | 0.1% |
| Native American | 0.4% | 0.7% |
| Other | 2.6% | 2.6% |
| Missing | 21.3% | 4.3% |
| Zip-Code Income Quartile, % | ||
| 0 to 25th percentile | 22.9% | 36.1% |
| 26th to 50th percentile | 20.9% | 25.9% |
| 51st to 75th percentile | 18.7% | 18.8% |
| 76th to 100th percentile | 16.1% | 13.8% |
| Missing | 21.4% | 5.3% |
| Payer–Primary, % | ||
| Medicare/Medicaid | 56.0% | 48.9% |
| Private/HMO | 34.8% | 27.9% |
| None/Self-Pay | 5.8% | 15.1% |
| Other | 3.2% | 8.1% |
| Missing | 0.2% | 0.1% |
IQR, interquartile range; SD, standard deviation.
Hospital characteristics of patients hospitalized with and without a heat-related illness (HRI), United States 2001–2010 (May–September).
| Characteristics | All Hospitalizations | HRI Hospitalizations |
|---|---|---|
| N (total, weighted) | 181,094,795 | 73,180 |
| Hospital Region, % | ||
| Northeast | 17.1% | 11.6% |
| Mid-West | 20.0% | 18.8% |
| South | 45.6% | 54.4% |
| West | 17.3% | 15.2% |
| Hospital Size (# of beds), % | ||
| Small | 11.9% | 17.1% |
| Medium | 24.5% | 26.6% |
| Large | 63.3% | 55.8% |
| Missing | 0.3% | 0.5% |
| Hospital Location, % | ||
| Rural | 12.1% | 23.8% |
| Urban | 87.6% | 75.8% |
| Missing | 0.3% | 0.4% |
Comparisons of nationally adjusted mean costs per hospitalization by race, zip-code income quartile, insurance type, age 65 and older, and gender, 2001–2010 (May–September).
| Characteristic | All Hospitalizations | HRI Hospitalizations |
|---|---|---|
| Adjusted Mean Cost, 95% CI (U.S. Dollars) | Adjusted Mean Cost, 95% CI (U.S. Dollars) | |
| Overall Costs | $8,836 ($8,831, $8,840) | $5,359 ($5,327, $5,390) |
| Race | ||
| White | ref. 1 | ref. 2 |
| Black | $147 ($128, $166) | $319 ($197, $440) |
| Hispanic | −$1,377 (−$1,396, −$1,358) | $243 ($98, $387) |
| API | −$747 (−$790, −$704) | $1,208 ($793, $1,624) |
| Native American | −$634 (−$723, −$544) | −$596 (−$1,130, −$62) |
| Other | −$618 (−$655, −$581) | −$467 (−$755, −$178) |
| Zip-Code Income Quartile | ||
| 0 to 25th percentile | −$809 (−$826, −$793) | −$814 (−$935, −$692) |
| 26th to 50th percentile | −$764 (−$782, −$747) | −$531 (−$660, −$402) |
| 51st to 75th percentile | −$484 (−$501, −$466) | −$475 (−$612, −$338) |
| 76th to 100th percentile | ref. 1 | ref. 2 |
| Insurance Type | ||
| Private/HMO | ref. 1 | ref. 2 |
| None/Self-Pay | −$571 (−$597, −$546) | −$206 (−$319, −$93) |
| Other | $1,901 ($1,868, $1,935) | $460 ($315, $606) |
| Age Group | ||
| 0–17 | −$1,356 (−$1,368, −$1,344) | −$411 (−$621, −$201) |
| 18–39 | ref. 1 | ref. 2 |
| 40–64 | $4,867 ($4,856, $4,877) | $1,128 ($1,020, $1,236) |
| 65–74 | $6,090 ($6,077, $6,103) | $1,547 ($1,409, $1,687) |
| 75+ | $4,554 ($4,543, $4,566) | $1,586 ($1,466, $1,707) |
| Gender | ||
| Male | $10,225 ($10,419, $10,233) | $5,168 ($5,133, $5,203) |
| Female | $7,855 ($7,850, $7,860) | $5,922 ($5,858, $5,985) |
ANOVA comparisons were significant at p < 0.05 using Tukey’s HSD and TTest for Gender was significant at p < 0.01. 1 Adjusted mean costs for All Hospitalization referent groups (95% CI): White, $9,040 ($9,034, $9,045); 76th to 100th percentile, $9,385 ($9,375, $9,395); Private/HMO, $7,855 ($7,848, $7,862); 18–39 year olds, $5,926 ($5,920, $5,931). 2 Adjusted mean costs for HRI Hospitalization referent groups (95% CI): White, $5,279 ($5,242, $5,316); 76th to 100th percentile, $5,904 ($5,826, $5,983); Private/HMO, $4,460 ($4,587, $4,692); 18–39 year olds, $4,369 ($4,306, $4,432).
Comparison of nationally adjusted mean costs per hospitalization for patients with no insurance and patients in the lowest zip-code income quartile, stratified by race 2001–2010 (May–September).
| Characteristic | All Hospitalizations | HRI Hospitalizations |
|---|---|---|
| Adjusted Mean Cost, 95% CI (U.S. Dollars) | Adjusted Mean Cost, 95% CI (U.S. Dollars) | |
| No Insurance, by Race | ||
| White | ref. 1 | ref. 2 |
| Black | $747 ($688, $797) 3 | $432 ($245, $620) 3 |
| Hispanic | −$670 (−$723, −$617) 3 | $262 ($71, $453) 3 |
| API | −$305 (−$458, −$153) 3 | $367 (−$607, $1,341) |
| Native American | −$97 (−$371, $176) | −$990 (−$1,859, −$120) 3 |
| Other | $187 ($87, $284) 3 | −$309 (−$736, $117) |
| Lowest Zip-Code Income Quartile, by Race | ||
| White | ref. 1 | ref. 2 |
| Black | $658 ($628, $687) 3 | $733 ($548, $918) 3 |
| Hispanic | −$871 (−$903, −$839) 3 | $703 ($472, $934) 3 |
| API | −$41 (−$155, $76) | $1,238 ($341, $2,136) 3 |
| Native American | −$470 (−$600, −$339) 3 | −$68 (−$752, $615) |
| Other | −$361 (−$434, −$289) 3 | −$335 (−$817, $147) |
1 Adjusted mean costs for All Hospitalization referent groups (95% CI): No Insurance by Race–White, $7,279 ($7,259, $7,299); Lowest Zip-Code Income Quartile by Race White, $8,589 ($8,578, $8,601); 2 Adjusted mean costs for HRI Hospitalization referent groups (95% CI): No Insurance by Race–White, $4,304 ($4,236, $4,327); Lowest Zip-Code Income Quartile by Race White, $4,812 ($4,741, $4,882); 3 Comparisons significant at the p < 0.05 level using Tukey’s HSD.