IDEAS home Printed from https://ideas.repec.org/a/eee/socmed/v391y2026ics0277953626000146.html

Low socioeconomic status as a major risk factor for early-onset type 2 diabetes with limited lifestyle mediation: Cross-Sectional evidence from US and South Korean populations

Author

Listed:
  • Liu, Siying
  • Liu, Tingting
  • Cao, Yanli
  • Lu, Cihang
  • Guo, Jiahui
  • Li, Jie
  • Guo, Qiqiang
  • Zhang, Jing
  • Li, Yongze

Abstract

This study aimed to examine the association between socioeconomic status (SES) and early- and late-onset type 2 diabetes (T2D), evaluate the mediating role of a healthy lifestyle in these associations, and further explore the contribution of various risk factors to different types of T2D. This study analyzed data from US NHANES, and Korean KNHANES, encompassing 20,655 US, and 26,575 Korean adults. SES was categorised as high, middle, or low based on income, education, employment, and insurance. A healthy lifestyle score included nonsmoking, no heavy drinking, regular physical activity, and a high-quality diet. Early-onset T2D was defined as diagnosis before age 40. In NHANES, early-onset T2D prevalence was 1.35 %, rising from 0.85 % (high SES) to 2.41 % (low SES); late-onset prevalence was 5.63 %, with similar SES gradients. Comparable patterns emerged in KNHANES. Low SES consistently increased the risk of early-onset T2D, with stronger associations observed compared to late-onset T2D. A healthy lifestyle only mediated the relationship between SES and late-onset T2D. In early-onset T2D, a healthy lifestyle did not have a significant protective effect. The strength of the associations between the risk factors for early-onset T2D was generally greater than that for late-onset T2D, especially for obesity and family history of diabetes. Low SES is a stronger risk factor for early-onset T2D, with lifestyle interventions proving insufficient to mitigate risk. Public health efforts should prioritize addressing social determinants, early screening, and targeted education for vulnerable youth, particularly those with low SES, obesity, or a family history of diabetes.

Suggested Citation

  • Liu, Siying & Liu, Tingting & Cao, Yanli & Lu, Cihang & Guo, Jiahui & Li, Jie & Guo, Qiqiang & Zhang, Jing & Li, Yongze, 2026. "Low socioeconomic status as a major risk factor for early-onset type 2 diabetes with limited lifestyle mediation: Cross-Sectional evidence from US and South Korean populations," Social Science & Medicine, Elsevier, vol. 391(C).
  • Handle: RePEc:eee:socmed:v:391:y:2026:i:c:s0277953626000146
    DOI: 10.1016/j.socscimed.2026.118939
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0277953626000146
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.socscimed.2026.118939?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
    ---><---

    As the access to this document is restricted, you may want to

    for a different version of it.

    References listed on IDEAS

    as
    1. Justin S White & Sanjay Basu & Scott Kaplan & Kristine A Madsen & Sofia B Villas-Boas & Dean Schillinger, 2023. "Evaluation of the sugar-sweetened beverage tax in Oakland, United States, 2015–2019: A quasi-experimental and cost-effectiveness study," PLOS Medicine, Public Library of Science, vol. 20(4), pages 1-20, April.
    2. Lee, Sang-Yi & Chun, Chang-Bae & Lee, Yong-Gab & Seo, Nam Kyu, 2008. "The National Health Insurance system as one type of new typology: The case of South Korea and Taiwan," Health Policy, Elsevier, vol. 85(1), pages 105-113, January.
    3. Wen-Jui Han & Julia Shu-Huah Wang, 2022. "Changing Employment and Work Schedule Patterns over the 30 Working Years—A Sequential Cluster Analysis," IJERPH, MDPI, vol. 19(20), pages 1-20, October.
    4. Papanicolas, Irene & Woskie, Liana R. & Jha, Ashish K., 2018. "Health care spending in the United States and other high-income countries," LSE Research Online Documents on Economics 87362, London School of Economics and Political Science, LSE Library.
    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. Ortal Slobodin & Ilia Plochotnikov & Idan-Chaim Cohen & Aviad Elyashar & Odeya Cohen & Rami Puzis, 2022. "Global and Local Trends Affecting the Experience of US and UK Healthcare Professionals during COVID-19: Twitter Text Analysis," IJERPH, MDPI, vol. 19(11), pages 1-17, June.
    2. Maury R. Randall & David Y. Suk & Kristin McCarthy, 2021. "U.S. Health Care: Too Much Of A Good Thing?," International Journal of Management and Marketing Research, The Institute for Business and Finance Research, vol. 14(1), pages 19-33.
    3. Gundula Krack, 2019. "How to make value-based health insurance designs more effective? A systematic review and meta-analysis," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 20(6), pages 841-856, August.
    4. Arnold P M van der Lee & Lieuwe de Haan & Aartjan T F Beekman, 2019. "Rising co-payments coincide with unwanted effects on continuity of healthcare for patients with schizophrenia in the Netherlands," PLOS ONE, Public Library of Science, vol. 14(9), pages 1-13, September.
    5. Wijekulasuriya, Shalini & Lystad, Reidar & Zurynski, Yvonne & Harrison, Reema & Braithwaite, Jeffrey & Mitchell, Rebecca, 2025. "Associations between adverse childhood experiences and health service utilisation, prescription claims, and school performance during adolescence," Social Science & Medicine, Elsevier, vol. 368(C).
    6. Fadlon, Itzik & Van Parys, Jessica, 2020. "Primary care physician practice styles and patient care: Evidence from physician exits in Medicare," Journal of Health Economics, Elsevier, vol. 71(C).
    7. Böhm, Katharina & Schmid, Achim & Götze, Ralf & Landwehr, Claudia & Rothgang, Heinz, 2013. "Five types of OECD healthcare systems: Empirical results of a deductive classification," Health Policy, Elsevier, vol. 113(3), pages 258-269.
    8. Guangbo Ma & Kun Xu, 2022. "Value-Based Health Care: Long-Term Care Insurance for Out-of-Pocket Medical Expenses and Self-Rated Health," IJERPH, MDPI, vol. 20(1), pages 1-20, December.
    9. Valentina Nino & David Claudio & Leonardo Valladares & Sean Harris, 2020. "An Enhanced Kaizen Event in a Sterile Processing Department of a Rural Hospital: A Case Study," IJERPH, MDPI, vol. 17(23), pages 1-20, November.
    10. Lorenzoni, Luca & Marino, Alberto & Or, Zeynep & Blankart, Carl Rudolf & Shatrov, Kosta & Wodchis, Walter & Janlov, Nils & Figueroa, Jose F. & Bowden, Nicholas & Bernal-Delgado, Enrique & Papanicolas,, 2023. "Why the US spends more treating high-need high-cost patients: a comparative study of pricing and utilization of care in six high-income countries," Health Policy, Elsevier, vol. 128(C), pages 55-61.
    11. Milstein, Ricarda & Shatrov, Kosta & Schmutz, Lea Miranda & Blankart, Carl Rudolf, 2022. "How to pay primary care physicians for SARS-CoV-2 vaccinations: An analysis of 43 EU and OECD countries," Health Policy, Elsevier, vol. 126(6), pages 485-492.
    12. Agha, Leila & Frandsen, Brigham & Rebitzer, James B., 2019. "Fragmented division of labor and healthcare costs: Evidence from moves across regions," Journal of Public Economics, Elsevier, vol. 169(C), pages 144-159.
    13. Zeckhauser, Richard, 2021. "Strategic sorting: the role of ordeals in health care," Economics and Philosophy, Cambridge University Press, vol. 37(1), pages 64-81, March.
    14. Qi Chang & Zhennan Yan & Mu Zhou & Hui Qu & Xiaoxiao He & Han Zhang & Lohendran Baskaran & Subhi Al’Aref & Hongsheng Li & Shaoting Zhang & Dimitris N. Metaxas, 2023. "Mining multi-center heterogeneous medical data with distributed synthetic learning," Nature Communications, Nature, vol. 14(1), pages 1-16, December.
    15. Fielding-Singh, Priya & Dmowska, Amelia, 2022. "Obstetric gaslighting and the denial of mothers’ realities," Social Science & Medicine, Elsevier, vol. 301(C).
    16. Tuyet-Mai H. Hoang & Ainslee Wong, 2022. "Exploring the Application of Intersectionality as a Path toward Equity in Perinatal Health: A Scoping Review," IJERPH, MDPI, vol. 20(1), pages 1-25, December.
    17. Hemin Choi & Wonhyuk Cho & Min-Hyu Kim & Joon-Young Hur, 2020. "Public Health Emergency and Crisis Management: Case Study of SARS-CoV-2 Outbreak," IJERPH, MDPI, vol. 17(11), pages 1-14, June.
    18. Crego, Julio & Kárpáti, Daniel & Kværner, Jens & Renneboog, Luc, 2022. "The Economic Value of Eliminating Diseases," Other publications TiSEM 8b51764f-3ccd-4bb8-9da1-4, Tilburg University, School of Economics and Management.
    19. Tran, My & Gannon, Brenda & Rose, Christiern, 2023. "The effect of housing wealth on older adults’ health care utilization: Evidence from fluctuations in the U.S. housing market," Journal of Health Economics, Elsevier, vol. 88(C).
    20. Ari Bronsoler & Joseph J. Doyle Jr. & John Van Reenen, 2021. "The Impact of Healthcare IT on Clinical Quality, Productivity and Workers," NBER Working Papers 29218, National Bureau of Economic Research, Inc.

    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:eee:socmed:v:391:y:2026:i:c:s0277953626000146. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/wps/find/journaldescription.cws_home/315/description#description .

    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.