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Cited by 400Obesity, Physical Activity, DietObesity and Health PracticesHealthcare Policy and Management

The DOI matches its Crossref record; 43 of the 43 references it cites were found in a registry or an index.

Direct medical costs of obesity in the United States and the most populous states

Open access
Cawley, John, Biener, Adam, Meyerhoefer, Chad, Ding, Yuchen, Zvenyach, Tracy, Smolarz, B Gabriel, Ramasamy, Abhilasha·2021·Journal of Managed Care & Specialty Pharmacy
DOI 10.18553/jmcp.2021.20410PMC PMC10394178
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Abstract

BACKGROUND: After a dramatic increase in prevalence over several decades, obesity has become a major public health crisis in the United States. Research to date has consistently demonstrated a correlation between obesity and higher medical costs for a variety of U.S. subpopulations and specific categories of care. However, by examining associations rather than causal effects, previous studies likely underestimated the effect of obesity on medical expenditures. OBJECTIVE: To estimate the causal effect of obesity on direct medical care costs at the national and state levels. METHODS: This study is a pooled cross-sectional analysis of retrospective data from the 2001-2016 Medical Expenditure Panel Surveys. Adults aged 20-65 years with a biological child living in the household were included in the study sample. Primary outcomes were individual-level medical expenditures due to obesity, overall, as well as separately by type of payer and category of medical care. Results were reported at the national level and separately for the 20 most populous states. The expenditure estimates were obtained from 2-part models of instrumental variables in which the respondent’s body mass index (BMI) was instrumented using the BMI of their biological child. RESULTS: Adults with obesity in the United States compared with those with normal weight experienced higher annual medical care costs by $2,505 or 100%, with costs increasing significantly with class of obesity, from 68.4% for class 1 to 233.6% for class 3. The effects of obesity raised costs in every category of care: inpatient, outpatient, and prescription drugs. Increases in medical expenditures due to obesity were higher for adults covered by public health insurance programs ($2,868) than for those having private health insurance ($2,058). In 2016, the aggregate medical cost due to obesity among adults in the United States was $260.6 billion. The increase in individual-level expenditures due to obesity varied considerably by state (e.g., 24.0% in Florida, 66.4% in New York, and 104.9% in Texas). CONCLUSIONS: The 2-part models of instrumental variables, which estimate the causal effects of obesity on direct medical costs, showed that the effect of obesity is greater than suggested by previous studies, which estimated only correlations. Much of the aggregate national cost of obesity—$260.6 billion—represents external costs, providing a rationale for interventions to prevent and reduce obesity. DISCLOSURES: Novo Nordisk financed the development of the study design, analysis, and interpretation of data, as well as writing support of the manuscript. Cawley, Biener, and Meyerhoefer received financial support from Novo Nordisk to conduct the research study on which this manuscript is based. Smolarz and Ramasamy are employees of Novo Nordisk. Ding and Zvenyach have no conflicts to declare. Our research has been presented as a poster at the 2020 Academy Health Annual Research Meeting (Virtual), July 28-August 6, 2020.

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Research works printed but not linked: 3

  1. Hales CM, 2020, NCHS Data Brief, 1
  2. Judkins DR, 1990, J Off Stat, 6, 223
  3. Hayes S, 2016, Issue Brief (Commonw Fund), 26, 1

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Metadata

Authors
Cawley, J., Biener, A., Meyerhoefer, C., Ding, Y., Zvenyach, T., Smolarz, B. G., & Ramasamy, A.
Affiliations
  • Cornell University (US)
  • Lafayette College (US)
  • Lehigh University (US)
  • Bluebird Bio (United States) (US)
  • Independent Advisor, Healthcare and Obesity Public Policy, Madison, WI.
  • Novo Nordisk, Plainsboro, NJ.
ORCID
Venue
Journal of Managed Care & Specialty Pharmacy
Publisher
Academy of Managed Care Pharmacy
Published
2021-03
Volume
27
Issue
3
Pages
354-366
ISSN
  • 2376-0540 (ISSN-L)
  • 2376-1032
DOI
10.18553/jmcp.2021.20410
PMC
PMC10394178
OpenAlex
W3125193263
Cited by
400
References
43
Citations by year
2026: 46 · 2025: 103 · 2024: 101 · 2023: 91 · 2022: 49 · 2021: 9
FWCI
54.17
Type
journal article
Language
en
Open access
Locations
  • Journal of Managed Care & Specialty Pharmacy (publishedVersion)
  • PubMed Central (publishedVersion)
  • PubMed (publishedVersion)
Topics
  • Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Obesity, Physical Activity, Diet
  • Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Obesity and Health Practices
  • Social Sciences › Economics, Econometrics and Finance › Economics and Econometrics › Healthcare Policy and Management
Keywords
obesity, direct medical costs, health care expenditure, body mass index, public health insurance, private health insurance, inpatient care, outpatient care, prescription drug costs, state-level variation, obesity prevention, United States, Medical Expenditure Panel Survey
MeSH terms
Adult, Aged, Cross-Sectional Studies, Female, Florida, Humans, Male, Middle Aged, New York, Obesity, Population Density, Texas, United States, Health Care Costs, Young Adult

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