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1.
Health Serv Res ; 53(5): 3898-3916, 2018 10.
Article in English | MEDLINE | ID: mdl-29862504

ABSTRACT

OBJECTIVES: To examine high-cost patients in VA and factors associated with persistence in high costs over time. DATA SOURCES: Secondary data for FY2008-2012. DATA EXTRACTION: We obtained VA and Medicare utilization and cost records for VA enrollees and drew a 20 percent random sample (N = 1,028,568). STUDY DESIGN: We identified high-cost patients, defined as those in the top 10 percent of combined VA and Medicare costs, and determined the number of years they remained high cost over 4 years. We compared sociodemographics, clinical characteristics, and baseline utilization by number of high-cost years and conducted a discrete time survival analysis to predict high-cost persistence. PRINCIPAL FINDINGS: Among 105,703 patients with the highest 10 percent of costs at baseline, 68 percent did not remain high cost in subsequent years, 32 percent had high costs after 1 year, and 7 percent had high costs in all four follow-up years. Mortality, which was 47 percent by end of follow-up, largely explained low persistence. The largest percentage of patients who persisted as high cost until end of follow-up was for spinal cord injury (16 percent). CONCLUSION: Most high-cost patients did not remain high cost in subsequent years, which poses challenges to providers and payers to manage utilization of these patients.


Subject(s)
Health Care Costs/statistics & numerical data , Medicare/economics , United States Department of Veterans Affairs/economics , Aged , Aged, 80 and over , Female , Humans , Male , Middle Aged , United States
3.
Econ Hum Biol ; 18: 153-9, 2015 Jul.
Article in English | MEDLINE | ID: mdl-26160600

ABSTRACT

The number eight is considered lucky in Chinese culture, e.g. the Beijing Olympics began at 8:08 pm on 8/8/2008. Given the potential for discretion in selecting particular dates of labor induction or scheduled Cesarean section (C-section), we consider whether Chinese-American births in California occur disproportionately on the 8th, 18th, or 28th day of the month. We find 2.3% "too many" Chinese births on these auspicious birth dates, whereas Whites show no corresponding increase. The increase in Chinese births is driven by higher parity C-sections: the number of repeat C-sections is 6% "too high" on auspicious birth dates. Sons born to Chinese parents account for the entire increase; daughter deliveries do not seem to be timed to achieve "lucky" birth dates. We also find avoidance of repeat C-section deliveries on the 4th, 14th, and 24th of the month, considered unlucky in Chinese culture. Finally, we replicate earlier work finding that Friday the 13th delivery dates are avoided and document a particularly large decrease among Chinese. For Whites and Chinese in California, mothers with higher levels of education are particularly likely to avoid delivering on the 13th.


Subject(s)
Asian , Cesarean Section/statistics & numerical data , Culture , Labor, Induced/statistics & numerical data , California/epidemiology , China/ethnology , Female , Humans , Male
4.
J Racial Ethn Health Disparities ; 2(2): 167-75, 2015 Jun.
Article in English | MEDLINE | ID: mdl-26863335

ABSTRACT

PURPOSE: African-Americans are disproportionally represented among high-risk, high-utilizing patients. To inform program development for this vulnerable population, the current study describes racial variation in chronic conditions and sociodemographic characteristics among high-utilizing patients in the Veterans Affairs Healthcare System (VA). METHODS: We identified the 5 % most costly Veterans who used inpatient or outpatient care at the VA during fiscal year 2010 (N = 237,691) based on costs of inpatient and outpatient care, pharmacy services, and VA-sponsored contract care. Patient costs and characteristics were abstracted from VA outpatient and inpatient data files. Racial differences in sociodemographic characteristics (age, sex, marital support, homelessness, and health insurance status) were assessed with chi-square tests. Racial differences in 32 chronic condition diagnoses were calculated as relative risk ratios. RESULTS: African-Americans represented 21 % of high-utilizing Veterans. African-Americans had higher rates of homelessness (26 vs. 10 %, p < 0.001) and lower rates of supplemental health insurance (44 vs. 58 %, p < 0.001). The mean number of chronic conditions was similar across race. However, there were racial differences in the prevalence of specific chronic conditions, including a higher prevalence of HIV/AIDS (95 % confidence interval (CI) 4.86, 5.50) and schizophrenia (95 % CI 1.94, 2.07) and a lower prevalence of ischemic heart disease (95 % CI 0.57, 0.59) and bipolar disorder (95 % CI 0.78, 0.85) among African-American high-utilizing Veterans. CONCLUSION: Racial disparities among high-utilizing Veterans may differ from those found in the general population. Interventions should devote attention to social, environmental, and mental health issues in order to reduce racial disparities in this vulnerable population.


Subject(s)
Black or African American/statistics & numerical data , Chronic Disease/ethnology , Health Status Disparities , United States Department of Veterans Affairs/statistics & numerical data , Veterans/statistics & numerical data , White People/statistics & numerical data , Adolescent , Adult , Aged , Aged, 80 and over , Female , Ill-Housed Persons/statistics & numerical data , Humans , Insurance, Health/statistics & numerical data , Male , Marital Status/ethnology , Middle Aged , United States/epidemiology , United States Department of Veterans Affairs/economics , Young Adult
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