Abstract
Community resilience and its impact on chemotherapy availability: An ecological analysis.
Author
Abdul R Shour
Cancer Care & Research Center, Marshfield Clinic Research Institute, Marshfield, WI
info_outline
Abdul R Shour, Ronald Anguzu, Adedayo A. Onitilo
Full text
Authors
Abdul R Shour
Cancer Care & Research Center, Marshfield Clinic Research Institute, Marshfield, WI
info_outline
Abdul R Shour, Ronald Anguzu, Adedayo A. Onitilo
Organizations
Cancer Care & Research Center, Marshfield Clinic Research Institute, Marshfield, WI, Institute for Health and Equity, Medical College of Wisconsin, Milwaukee, WI, Wisconsin NCORP, Marshfield, WI
Abstract Disclosures
Research Funding
No funding received
None.
Background:
Cancer patients' resilience influences treatment outcomes, but how community resilience at the ecological level affects hospitals that provide chemotherapy is poorly understood.
Methods:
Agency for Health Care Research and Quality 2019 ecological data were analyzed (N=3,232 counties). The number of hospitals with chemotherapy services (continuous) was the outcome. The exposure was community resilience- individuals who live with various risk factors (income-poverty ratio, crowding, communication barrier, household unemployment, disability, age 65+; no health insurance, vehicle access, and broadband internet access). Covariates included residential racial segregation-dissimilarity index- degree to which non-white and white residents were distributed across counties, scored 0-100 (integration-segregation) and income inequality scored 0-1 (equality-inequality), recategorized as 10th (low-risk), 11th-89
th
(moderate-risk), and 90th (high-risk) percentiles and rural-urban and region. Using STATA/MPv.17, descriptive, chi-square; adjusted negative binomial regression were performed adjusting for population weight. P-values ≤0.05 were considered statistically significant.
Results:
Chemotherapy services were available in 38.4% of counties. The adjusted model reveals that chemotherapy availability decreased in high-risk than in low-risk resilient areas (Coef.: -1.10, 95% CI: -1.34 - -0.86), but increased in rural than in urban areas (Coef.: 0.36, 95% CI: 0.61- 0.49).
Conclusions:
Chemotherapy services rose in rural than urban areas and services were less likely to be provided when community resilience was low.
Impact of community resilience on chemotherapy availability in US hospitals.
Study Variables
Bivariate
Adjusted
Hospital offered chemotherapy
No: n=1989 (61.58%)
Yes: n=1241 (38.42%)
N=3,232
P-value
Coef.
95% CI
Sig
Community resilience: Low Risk
734 (36.9)
133 (10.72)
867 (26.8)
<0.001
Ref.
Moderate Risk
1227 (61.7)
769 (61.97)
1996 (61.8)
-0.70
-0.91
-0.49
***
High Risk
28 (1.4)
339 (27.3)
367 (11.4)
-1.10
-1.34
-0.86
***
Residential racial segregation: Low Risk
231 (14.4)
50 (4.1)
281 (10.0)
<0.001
Ref.
Moderate Risk
1247 (77.7)
992 (82.9)
2239 (79.9)
0.03
-0.25
0.31
High Risk
126 (7.9)
155 (13.0)
281 (10.1)
0.21
-0.09
0.51
Income inequality: Low Risk
269 (13.6)
112 (9.0)
381 (11.8)
<0.001
Ref.
Moderate Risk
1478 (74.6)
1029 (83.1)
2507 (77.9
0.08
-0.10
0.26
High Risk
234 (11.8)
98 (7.9)
332 (10.3)
0.14
-0.08
0.37
Rural-Urban: Urban
515 (27.0)
651 (52.8)
1166 (37.1)
<0.001
Ref.
Rural
1395 (73.0)
581 (47.2)
1976 (62.9)
0.49
0.36
0.61
***
Region: Midwest
578 (30.2)
477 (38.7)
1055 (33.6)
<0.001
Ref.
Northeast
57 (3.0)
160 (13.0)
217 (6.9)
-0.17
-0.30
-0.04
***
South
1038 (54.4)
384 (31.2)
1422 (45.2)
-0.54
-0.65
-0.43
***
West
237 (12.4)
211 (17.1)
448 (14.3)
-0.36
-0.49
-0.23
***
County Population weighted
1 (Exposure)
Significance: * p<0.05, ** p<0.01, *** p<0.001.
5 organizations
Organization
Cancer Care & Research CenterOrganization
Marshfield Clinic Research InstituteOrganization
Institute for Health and EquityOrganization
Medical College of WisconsinOrganization
Wisconsin NCORP