Related Experiment Video
Updated: Feb 19, 2026

Inverse Probability of Treatment Weighting Propensity Score using the Military Health System Data Repository and National Death Index
Published on: January 8, 2020
Gender and geographic differences in Medicare service utilization during the last six months of life
Elizabeth Crouch1, Janice Probst1, Kevin Bennett2
1a South Carolina Rural Health Research Center , University of South Carolina Arnold School of Public Health , Columbia , South Carolina , USA.
End-of-life issues are important for senior women, particularly rural women, who are more likely than their urban counterparts to live alone. The role of residence as a factor for health-care utilization among Medicare beneficiaries during the last six months of life has yet to be investigated. The purpose of this study is to examine whether service utilization in the last six months of life differs across gender and rurality. The sample was restricted to fee-for-service Medicare beneficiaries who died between July 1, 2013, and December 31, 2013 (n = 39,508). The odds of rural beneficiaries using home health (aOR 0.87; 95% CI 0.81-0.93) and/or hospice (aOR 0.82; 95% CI 0.77-0.87) in the last six months of life were lower than urban beneficiaries. Female beneficiaries were more likely to use support services such as hospice (aOR 1.24; 95% CI 1.18-1.29) and/or home health services (aOR 1.07; 95% CI 1.02-1.13) than male beneficiaries. The odds of female beneficiaries using inpatient (aOR 1.14; 95% CI 1.08-1.20) and/or outpatient (aOR 1.06; 95% CI 1.01-1.12) were higher than male beneficiaries. This research is important as we examine the range of health services used during the last six months of life, by gender and rurality. Future research is needed to understand how access to health services, residential isolation, and age- and disease-related factors relate to women's observed greater use of inpatient, outpatient, hospice, and home health services in the last six months of life.
End-of-life issues are important for senior women, particularly rural women, who are more likely than their urban counterparts to live alone. The role of residence as a factor for health-care utilization among Medicare beneficiaries during the last six months of life has yet to be investigated. The purpose of this study is to examine whether service utilization in the last six months of life differs across gender and rurality. The sample was restricted to fee-for-service Medicare beneficiaries who died between July 1, 2013, and December 31, 2013 (n = 39,508). The odds of rural beneficiaries using home health (aOR 0.87; 95% CI 0.81-0.93) and/or hospice (aOR 0.82; 95% CI 0.77-0.87) in the last six months of life were lower than urban beneficiaries. Female beneficiaries were more likely to use support services such as hospice (aOR 1.24; 95% CI 1.18-1.29) and/or home health services (aOR 1.07; 95% CI 1.02-1.13) than male beneficiaries. The odds of female beneficiaries using inpatient (aOR 1.14; 95% CI 1.08-1.20) and/or outpatient (aOR 1.06; 95% CI 1.01-1.12) were higher than male beneficiaries. This research is important as we examine the range of health services used during the last six months of life, by gender and rurality. Future research is needed to understand how access to health services, residential isolation, and age- and disease-related factors relate to women's observed greater use of inpatient, outpatient, hospice, and home health services in the last six months of life.
Related Concept Videos
Drug Dosing: Geriatric Patients
Pharmacokinetics in Geriatric Patients: Effect of Age on Drug Excretion
Pharmacodynamics in Geriatric Patients: Effects of Age
Documentation in Long-Term and Home Healthcare Setting
Long-Term Care Facilities
Pharmacokinetics in Geriatric Patients: Effect of Age on Drug Distribution
Pharmacokinetics in Geriatric Patients: Effect of Age on Drug Absorption
