TY - JOUR
T1 - Geographic and population-level disparities in colorectal cancer testing
T2 - A multilevel analysis of Medicaid and commercial claims data
AU - Davis, Melinda M.
AU - Renfro, Stephanie
AU - Pham, Robyn
AU - Hassmiller Lich, Kristen
AU - Shannon, Jackilen
AU - Coronado, Gloria D.
AU - Wheeler, Stephanie B.
N1 - Funding Information:
This study was supported, in part, by Cooperative Agreement Number U48-DP005017 from the Centers for Disease Control and Prevention (CDC) Prevention Research Centers (PRC) Program and the National Cancer Institute (NCI), as part of the Cancer Prevention and Control Research Network (CPCRN, PI: Wheeler). Melinda Davis is partially supported by an Agency for Healthcare Research & Quality (AHRQ) funded patient centered outcomes research (PCOR) K12 award [Award # K12 HS022981 01]. The findings and conclusions in this study are those of the authors and do not necessarily represent the official position of the funders.
Publisher Copyright:
© 2017 Elsevier Inc.
PY - 2017/8
Y1 - 2017/8
N2 - Morbidity and mortality from colorectal cancer (CRC) can be attenuated through guideline concordant screening and intervention. This study used Medicaid and commercial claims data to examine individual and geographic factors associated with CRC testing rates in one state (Oregon). A total of 64,711 beneficiaries (4516 Medicaid; 60,195 Commercial) became newly age-eligible for CRC screening and met inclusion criteria (e.g., continuously enrolled, no prior history) during the study period (January 2010–December 2013). We estimated multilevel models to examine predictors for CRC testing, including individual (e.g., gender, insurance, rurality, access to care, distance to endoscopy facility) and geographic factors at the county level (e.g., poverty, uninsurance). Despite insurance coverage, only two out of five (42%) beneficiaries had evidence of CRC testing during the four year study window. CRC testing varied from 22.4% to 46.8% across Oregon's 36 counties; counties with higher levels of socioeconomic deprivation had lower levels of testing. After controlling for age, beneficiaries had greater odds of receiving CRC testing if they were female (OR 1.04, 95% CI 1.01–1.08), commercially insured, or urban residents (OR 1.14, 95% CI 1.07–1.21). Accessing primary care (OR 2.47, 95% CI 2.37–2.57), but not distance to endoscopy (OR 0.98, 95% CI 0.92–1.03) was associated with testing. CRC testing in newly age-eligible Medicaid and commercial members remains markedly low. Disparities exist by gender, geographic residence, insurance coverage, and access to primary care. Work remains to increase CRC testing to acceptable levels, and to select and implement interventions targeting the counties and populations in greatest need.
AB - Morbidity and mortality from colorectal cancer (CRC) can be attenuated through guideline concordant screening and intervention. This study used Medicaid and commercial claims data to examine individual and geographic factors associated with CRC testing rates in one state (Oregon). A total of 64,711 beneficiaries (4516 Medicaid; 60,195 Commercial) became newly age-eligible for CRC screening and met inclusion criteria (e.g., continuously enrolled, no prior history) during the study period (January 2010–December 2013). We estimated multilevel models to examine predictors for CRC testing, including individual (e.g., gender, insurance, rurality, access to care, distance to endoscopy facility) and geographic factors at the county level (e.g., poverty, uninsurance). Despite insurance coverage, only two out of five (42%) beneficiaries had evidence of CRC testing during the four year study window. CRC testing varied from 22.4% to 46.8% across Oregon's 36 counties; counties with higher levels of socioeconomic deprivation had lower levels of testing. After controlling for age, beneficiaries had greater odds of receiving CRC testing if they were female (OR 1.04, 95% CI 1.01–1.08), commercially insured, or urban residents (OR 1.14, 95% CI 1.07–1.21). Accessing primary care (OR 2.47, 95% CI 2.37–2.57), but not distance to endoscopy (OR 0.98, 95% CI 0.92–1.03) was associated with testing. CRC testing in newly age-eligible Medicaid and commercial members remains markedly low. Disparities exist by gender, geographic residence, insurance coverage, and access to primary care. Work remains to increase CRC testing to acceptable levels, and to select and implement interventions targeting the counties and populations in greatest need.
KW - Cancer screening
KW - Colorectal cancer
KW - Geographic information systems
KW - Health disparity
KW - Multilevel analysis
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U2 - 10.1016/j.ypmed.2017.05.001
DO - 10.1016/j.ypmed.2017.05.001
M3 - Article
C2 - 28506715
AN - SCOPUS:85020023722
SN - 0091-7435
VL - 101
SP - 44
EP - 52
JO - Preventive Medicine
JF - Preventive Medicine
ER -