IDEAS home Printed from https://ideas.repec.org/a/plo/pone00/0050428.html
   My bibliography  Save this article

Differences between Adiposity Indicators for Predicting All-Cause Mortality in a Representative Sample of United States Non-Elderly Adults

Author

Listed:
  • Henry S Kahn
  • Kai McKeever Bullard
  • Lawrence E Barker
  • Giuseppina Imperatore

Abstract

Background: Adiposity predicts health outcomes, but this relationship could depend on population characteristics and adiposity indicator employed. In a representative sample of 11,437 US adults (National Health and Nutrition Examination Survey, 1988–1994, ages 18–64) we estimated associations with all-cause mortality for body mass index (BMI) and four abdominal adiposity indicators (waist circumference [WC], waist-to-height ratio [WHtR], waist-to-hip ratio [WHR], and waist-to-thigh ratio [WTR]). In a fasting subsample we considered the lipid accumulation product (LAP; [WC enlargement*triglycerides]). Methods and Findings: For each adiposity indicator we estimated linear and categorical mortality risks using sex-specific, proportional-hazards models adjusted for age, black ancestry, tobacco exposure, and socioeconomic position. There were 1,081 deaths through 2006. Using linear models we found little difference among indicators (adjusted hazard ratios [aHRs] per SD increase 1.2–1.4 for men, 1.3–1.5 for women). Using categorical models, men in adiposity midrange (quartiles 2+3; compared to quartile 1) were not at significantly increased risk (aHRs 1.1), especially black men assessed by WTR (aHR 1.9 [1.4–2.6]) and black women by LAP (aHR 2.2 [1.4–3.5]). Quartile 4 of WC or WHtR carried no significant risk for diabetic persons (aHRs 0.7–1.1), but elevated risks for those without diabetes (aHRs>1.5). For both sexes, quartile 4 of LAP carried increased risks for tobacco-exposed persons (aHRs>1.6) but not for non-exposed (aHRs

Suggested Citation

  • Henry S Kahn & Kai McKeever Bullard & Lawrence E Barker & Giuseppina Imperatore, 2012. "Differences between Adiposity Indicators for Predicting All-Cause Mortality in a Representative Sample of United States Non-Elderly Adults," PLOS ONE, Public Library of Science, vol. 7(11), pages 1-12, November.
  • Handle: RePEc:plo:pone00:0050428
    DOI: 10.1371/journal.pone.0050428
    as

    Download full text from publisher

    File URL: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0050428
    Download Restriction: no

    File URL: https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0050428&type=printable
    Download Restriction: no

    File URL: https://libkey.io/10.1371/journal.pone.0050428?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Halfdan Petursson & Johann A Sigurdsson & Calle Bengtsson & Tom I L Nilsen & Linn Getz, 2011. "Body Configuration as a Predictor of Mortality: Comparison of Five Anthropometric Measures in a 12 Year Follow-Up of the Norwegian HUNT 2 Study," PLOS ONE, Public Library of Science, vol. 6(10), pages 1-10, October.
    2. Muennig, P. & Fiscella, K. & Tancredl, D. & Franks, P., 2010. "The relative health burden of selected social and behavioral risk factors in the united states: Implications for policy," American Journal of Public Health, American Public Health Association, vol. 100(9), pages 1758-1764.
    3. Galea, S. & Tracy, M. & Hoggatt, K.J. & DiMaggio, C. & Karpati, A., 2011. "Estimated deaths attributable to social factors in the united states," American Journal of Public Health, American Public Health Association, vol. 101(8), pages 1456-1465.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Muennig, Peter, 2015. "Can universal pre-kindergarten programs improve population health and longevity? Mechanisms, evidence, and policy implications," Social Science & Medicine, Elsevier, vol. 127(C), pages 116-123.
    2. Steven Deller & Amber Canto & Laura Brown, 2015. "Rural poverty, health and food access," Regional Science Policy & Practice, Wiley Blackwell, vol. 7(2), pages 61-74, June.
    3. Kamila Kholmatova & Alexandra Krettek & David A. Leon & Sofia Malyutina & Sarah Cook & Laila A. Hopstock & Ola Løvsletten & Alexander V. Kudryavtsev, 2022. "Obesity Prevalence and Associated Socio-Demographic Characteristics and Health Behaviors in Russia and Norway," IJERPH, MDPI, vol. 19(15), pages 1-21, August.
    4. Jinjing Wu & Shelby Deaton & Boshen Jiao & Zohn Rosen & Peter A Muennig, 2018. "The cost-effectiveness analysis of the New Rural Cooperative Medical Scheme in China," PLOS ONE, Public Library of Science, vol. 13(12), pages 1-13, December.
    5. McCrea, Katherine Tyson & Richards, Maryse & Quimby, Dakari & Scott, Darrick & Davis, Lauren & Hart, Sotonye & Thomas, Andre & Hopson, Symora, 2019. "Understanding violence and developing resilience with African American youth in high-poverty, high-crime communities," Children and Youth Services Review, Elsevier, vol. 99(C), pages 296-307.
    6. Peter Muennig & Meghan Kuebler & Jaeseung Kim & Dusan Todorovic & Zohn Rosen, 2013. "Gender Differences in Material, Psychological, and Social Domains of the Income Gradient in Mortality: Implications for Policy," PLOS ONE, Public Library of Science, vol. 8(3), pages 1-8, March.
    7. Petri Böckerman & Edvard Johansson & Samuli Saarni & Suoma Saarni, 2014. "The Negative Association of Obesity with Subjective Well-Being: Is it All About Health?," Journal of Happiness Studies, Springer, vol. 15(4), pages 857-867, August.
    8. Benjamin D. Sommers, 2017. "State Medicaid Expansions and Mortality, Revisited: A Cost-Benefit Analysis," American Journal of Health Economics, MIT Press, vol. 3(3), pages 392-421, Summer.
    9. Sarah E. Dehry & Patrick M. Krueger, 2023. "Excess Deaths in the United States Compared to 18 Other High-Income Countries," Population Research and Policy Review, Springer;Southern Demographic Association (SDA), vol. 42(2), pages 1-14, April.
    10. Hatzenbuehler, Mark L. & Bellatorre, Anna & Lee, Yeonjin & Finch, Brian K. & Muennig, Peter & Fiscella, Kevin, 2014. "Structural stigma and all-cause mortality in sexual minority populations," Social Science & Medicine, Elsevier, vol. 103(C), pages 33-41.
    11. Francesca Gallè & Jesse C. Krakauer & Nir Y. Krakauer & Giuliana Valerio & Giorgio Liguori, 2019. "Can an Exercise-Based Educational and Motivational Intervention be Durably Effective in Changing Compliance to Physical Activity and Anthropometric Risk in People with Type 2 Diabetes? A Follow-Up Stu," IJERPH, MDPI, vol. 16(5), pages 1-9, February.
    12. Peter Congdon, 2014. "Estimating life expectancies for US small areas: a regression framework," Journal of Geographical Systems, Springer, vol. 16(1), pages 1-18, January.
    13. Salma M. Abdalla & Nason Maani & Catherine K. Ettman & Sandro Galea, 2020. "Claiming Health as a Public Good in the Post-COVID-19 Era," Development, Palgrave Macmillan;Society for International Deveopment, vol. 63(2), pages 200-204, December.
    14. Luciano de Andrade & Vanessa Zanini & Adelia Portero Batilana & Elias Cesar Araujo de Carvalho & Ricardo Pietrobon & Oscar Kenji Nihei & Maria Dalva de Barros Carvalho, 2013. "Regional Disparities in Mortality after Ischemic Heart Disease in a Brazilian State from 2006 to 2010," PLOS ONE, Public Library of Science, vol. 8(3), pages 1-10, March.
    15. Andrea Fleisch Marcus & Alex H Illescas & Bernadette C Hohl & Adana A M Llanos, 2017. "Relationships between social isolation, neighborhood poverty, and cancer mortality in a population-based study of US adults," PLOS ONE, Public Library of Science, vol. 12(3), pages 1-13, March.
    16. Zimmerman, Frederick J., 2013. "Habit, custom, and power: A multi-level theory of population health," Social Science & Medicine, Elsevier, vol. 80(C), pages 47-56.
    17. Sarah H. Gordon & Benjamin D. Sommers, 2016. "Recessions, Poverty, and Mortality in the United States: 1993–2012," American Journal of Health Economics, MIT Press, vol. 2(4), pages 489-510, Fall.
    18. Ammi, Mehdi & Arpin, Emmanuelle & Dedewanou, F. Antoine & Allin, Sara, 2024. "Do expenditures on public health reduce preventable mortality in the long run? Evidence from the Canadian provinces," Social Science & Medicine, Elsevier, vol. 345(C).
    19. Thompson, Tess & Rodebaugh, Thomas L. & Pérez, Maria & Struthers, James & Sefko, Julianne A. & Lian, Min & Schootman, Mario & Jeffe, Donna B., 2016. "Influence of neighborhood-level factors on social support in early-stage breast cancer patients and controls," Social Science & Medicine, Elsevier, vol. 156(C), pages 55-63.
    20. Eduardo Simoes & Sergio Mariotti & Alessandra Rossi & Alicia Heim & Felipe Lobello & Ali Mokdad & Emanuele Scafato, 2012. "The Italian health surveillance (SiVeAS) prioritization approach to reduce chronic disease risk factors," International Journal of Public Health, Springer;Swiss School of Public Health (SSPH+), vol. 57(4), pages 719-733, August.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:plo:pone00:0050428. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: plosone (email available below). General contact details of provider: https://journals.plos.org/plosone/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.