TY - JOUR
T1 - Lifetime healthcare expenses across demographic and cardiovascular risk groups
T2 - The application of a novel modeling strategy in a large multiethnic cohort study
AU - Khera, Rohan
AU - Kondamudi, Nitin
AU - Liu, Mengni
AU - Ayers, Colby
AU - Spatz, Erica S.
AU - Rao, Shreya
AU - Essien, Utibe R.
AU - Powell-Wiley, Tiffany M.
AU - Nasir, Khurram
AU - Das, Sandeep R.
AU - Capers, Quinn
AU - Pandey, Ambarish
N1 - © 2023 The Author(s).
PY - 2023/6
Y1 - 2023/6
N2 - OBJECTIVE: To understand the burden of healthcare expenses over the lifetime of individuals and evaluate differences among those with cardiovascular risk factors and among disadvantaged groups based on race/ethnicity and sex.METHODS: We linked data from the longitudinal multiethnic Dallas Heart Study, which recruited participants between 2000 and 2002, with inpatient and outpatient claims from all hospitals in the Dallas-Fort Worth metroplex through December 2018, capturing encounter expenses. Race/ethnicity and sex, as well as five risk factors, hypertension, diabetes, hyperlipidemia, smoking, and overweight/obesity, were defined at cohort enrollment. For each individual, expenses were indexed to age and cumulated between 40 and 80 years of age. Lifetime expenses across exposures were evaluated as interactions in generalized additive models.RESULTS: A total of 2184 individuals (mean age, 45±10 years; 61% women, 53% Black) were followed between 2000 and 2018. The mean modeled lifetime cumulative healthcare expenses were $442,629 (IQR, $423,850 to $461,408). In models that included 5 risk factors, Black individuals had $21,306 higher lifetime healthcare spending compared with non-Black individuals (
P < .001), and men had modestly higher expenses than women ($5987,
P < .001). Across demographic groups, the presence of risk factors was associated with progressively higher lifetime expenses, with significant independent association of diabetes ($28,075,
P < .001), overweight/obesity ($8816,
P < .001), smoking ($3980,
P = .009), and hypertension ($528,
P = .02) with excess spending.
CONCLUSION: Our study suggests Black individuals have higher lifetime healthcare expenses, exaggerated by the substantially higher prevalence of risk factors, with differences emerging in older age.
AB - OBJECTIVE: To understand the burden of healthcare expenses over the lifetime of individuals and evaluate differences among those with cardiovascular risk factors and among disadvantaged groups based on race/ethnicity and sex.METHODS: We linked data from the longitudinal multiethnic Dallas Heart Study, which recruited participants between 2000 and 2002, with inpatient and outpatient claims from all hospitals in the Dallas-Fort Worth metroplex through December 2018, capturing encounter expenses. Race/ethnicity and sex, as well as five risk factors, hypertension, diabetes, hyperlipidemia, smoking, and overweight/obesity, were defined at cohort enrollment. For each individual, expenses were indexed to age and cumulated between 40 and 80 years of age. Lifetime expenses across exposures were evaluated as interactions in generalized additive models.RESULTS: A total of 2184 individuals (mean age, 45±10 years; 61% women, 53% Black) were followed between 2000 and 2018. The mean modeled lifetime cumulative healthcare expenses were $442,629 (IQR, $423,850 to $461,408). In models that included 5 risk factors, Black individuals had $21,306 higher lifetime healthcare spending compared with non-Black individuals (
P < .001), and men had modestly higher expenses than women ($5987,
P < .001). Across demographic groups, the presence of risk factors was associated with progressively higher lifetime expenses, with significant independent association of diabetes ($28,075,
P < .001), overweight/obesity ($8816,
P < .001), smoking ($3980,
P = .009), and hypertension ($528,
P = .02) with excess spending.
CONCLUSION: Our study suggests Black individuals have higher lifetime healthcare expenses, exaggerated by the substantially higher prevalence of risk factors, with differences emerging in older age.
KW - Healthcare expenses
KW - Social determinants of health
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U2 - 10.1016/j.ajpc.2023.100493
DO - 10.1016/j.ajpc.2023.100493
M3 - Article
C2 - 37397263
AN - SCOPUS:85162556432
SN - 2666-6677
VL - 14
SP - 100493
JO - American Journal of Preventive Cardiology
JF - American Journal of Preventive Cardiology
M1 - 100493
ER -