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BMI Trends for Veterans Up to 10 Years After VA Enrollment Following Military Discharge
BACKGROUND: Obesity (body mass index [BMI]≥30kg/m(2)) among US adults has tripled over the past 45 years, but it is unclear how this population-level weight change has occurred. OBJECTIVE: We sought to identify distinct long-term BMI trajectories and examined associations with demographic and clinic...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer International Publishing
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9552734/ https://www.ncbi.nlm.nih.gov/pubmed/36219304 http://dx.doi.org/10.1007/s11606-022-07818-5 |
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author | Blalock, Dan V. Pura, John A. Stechuchak, Karen M. Dennis, Paul A. Maciejewski, Matthew L. Smith, Valerie A. Hung, Anna Hoerster, Katherine D. Wong, Edwin S. |
author_facet | Blalock, Dan V. Pura, John A. Stechuchak, Karen M. Dennis, Paul A. Maciejewski, Matthew L. Smith, Valerie A. Hung, Anna Hoerster, Katherine D. Wong, Edwin S. |
author_sort | Blalock, Dan V. |
collection | PubMed |
description | BACKGROUND: Obesity (body mass index [BMI]≥30kg/m(2)) among US adults has tripled over the past 45 years, but it is unclear how this population-level weight change has occurred. OBJECTIVE: We sought to identify distinct long-term BMI trajectories and examined associations with demographic and clinical characteristics. DESIGN: The design was latent trajectory modeling over 10 years of a retrospective cohort. Subgroups were identified via latent class growth mixture models, separately by sex. Weighted multinomial logistic regressions identified factors associated with subgroup membership. PARTICIPANTS: Participants were a retrospective cohort of 292,331 males and 62,898 females enrolled in VA. MAIN MEASURES: The main outcome measure was 6-month average VA-measured BMI over the course of 10 years. Additional electronic health record measures on demographic, clinical, and services utilization characteristics were also used to characterize latent trajectories. KEY RESULTS: Four trajectories were identified for men and for women, corresponding to standard BMI categories “normal weight” (BMI <25), “overweight” (BMI 25-29.99), and “with obesity” (BMI ≥30): “normal weight” and increasing (males: 28.4%; females: 22.8%), “overweight” and increasing (36.4%; 35.6%), “with obesity” and increasing (33.6%; 40.0%), and “with obesity” and stable (males: 1.6%) or decreasing (females: 1.6%). Race, ethnicity, comorbidities, mental health diagnoses, and mental health service utilization discriminated among classes. CONCLUSIONS: BMI in the 10 years following VA enrollment increased modestly. VA should continue prioritizing weight management interventions to the large number of veterans with obesity upon VA enrollment, because the majority remain with obesity. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s11606-022-07818-5. |
format | Online Article Text |
id | pubmed-9552734 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Springer International Publishing |
record_format | MEDLINE/PubMed |
spelling | pubmed-95527342022-10-11 BMI Trends for Veterans Up to 10 Years After VA Enrollment Following Military Discharge Blalock, Dan V. Pura, John A. Stechuchak, Karen M. Dennis, Paul A. Maciejewski, Matthew L. Smith, Valerie A. Hung, Anna Hoerster, Katherine D. Wong, Edwin S. J Gen Intern Med Original Research BACKGROUND: Obesity (body mass index [BMI]≥30kg/m(2)) among US adults has tripled over the past 45 years, but it is unclear how this population-level weight change has occurred. OBJECTIVE: We sought to identify distinct long-term BMI trajectories and examined associations with demographic and clinical characteristics. DESIGN: The design was latent trajectory modeling over 10 years of a retrospective cohort. Subgroups were identified via latent class growth mixture models, separately by sex. Weighted multinomial logistic regressions identified factors associated with subgroup membership. PARTICIPANTS: Participants were a retrospective cohort of 292,331 males and 62,898 females enrolled in VA. MAIN MEASURES: The main outcome measure was 6-month average VA-measured BMI over the course of 10 years. Additional electronic health record measures on demographic, clinical, and services utilization characteristics were also used to characterize latent trajectories. KEY RESULTS: Four trajectories were identified for men and for women, corresponding to standard BMI categories “normal weight” (BMI <25), “overweight” (BMI 25-29.99), and “with obesity” (BMI ≥30): “normal weight” and increasing (males: 28.4%; females: 22.8%), “overweight” and increasing (36.4%; 35.6%), “with obesity” and increasing (33.6%; 40.0%), and “with obesity” and stable (males: 1.6%) or decreasing (females: 1.6%). Race, ethnicity, comorbidities, mental health diagnoses, and mental health service utilization discriminated among classes. CONCLUSIONS: BMI in the 10 years following VA enrollment increased modestly. VA should continue prioritizing weight management interventions to the large number of veterans with obesity upon VA enrollment, because the majority remain with obesity. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s11606-022-07818-5. Springer International Publishing 2022-10-11 2023-05 /pmc/articles/PMC9552734/ /pubmed/36219304 http://dx.doi.org/10.1007/s11606-022-07818-5 Text en © This is a U.S. Government work and not under copyright protection in the US; foreign copyright protection may apply 2022 |
spellingShingle | Original Research Blalock, Dan V. Pura, John A. Stechuchak, Karen M. Dennis, Paul A. Maciejewski, Matthew L. Smith, Valerie A. Hung, Anna Hoerster, Katherine D. Wong, Edwin S. BMI Trends for Veterans Up to 10 Years After VA Enrollment Following Military Discharge |
title | BMI Trends for Veterans Up to 10 Years After VA Enrollment Following Military Discharge |
title_full | BMI Trends for Veterans Up to 10 Years After VA Enrollment Following Military Discharge |
title_fullStr | BMI Trends for Veterans Up to 10 Years After VA Enrollment Following Military Discharge |
title_full_unstemmed | BMI Trends for Veterans Up to 10 Years After VA Enrollment Following Military Discharge |
title_short | BMI Trends for Veterans Up to 10 Years After VA Enrollment Following Military Discharge |
title_sort | bmi trends for veterans up to 10 years after va enrollment following military discharge |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9552734/ https://www.ncbi.nlm.nih.gov/pubmed/36219304 http://dx.doi.org/10.1007/s11606-022-07818-5 |
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