IDEAS home Printed from https://ideas.repec.org/a/eee/socmed/v372y2025ics0277953625002862.html
   My bibliography  Save this article

The correlation of caloric intake from sugar-sweetened beverage (SSB) on type 2 diabetes mellitus (T2DM) risk in Indonesia

Author

Listed:
  • Ahsan, Abdillah
  • Djutaharta, Triasih
  • Utami, Maulida Gadis
  • Ayuning Pertiwi, Yuyu Buono
  • Diniary, Anggiana
  • Amalia, Nadira
  • Solarin, Sakiru Adebola
  • Ramanathan, Santhi

Abstract

Among the concerning commercial practices are those related to sugar-sweetened beverages (SSBs), which offer little nutritional value and contribute to energy-dense diets. Excessive SSB consumption is associated with obesity, a major risk factor for non-communicable diseases (NCDs), particularly Type 2 Diabetes Mellitus (T2DM). The rise in SSB consumption in Indonesia, driven by commercial factors, increases the risk of T2DM and related health burdens. This study aims to investigate SSB consumption patterns, caloric intake, and socio-demographic characteristics affecting T2DM prevalence, using probit regression estimates based on National Socioeconomic Survey (SUSENAS) 2018 and Basic Health Research (Riskesdas) 2018. The sample size comprises 699,959 individuals, with the unit of analysis focused on individual health outcomes. Our descriptive result implies that 76.49 % incurred expenses on at least one type of SSB in the past week. Ready-to-drink beverages were the most frequently consumed, while factory-produced liquid milk had the lowest average consumption. Probit regression analysis indicated that higher SSB caloric consumption significantly increased the probability of a T2DM diagnosis. This study underscores the need for targeted interventions to reduce SSB consumption and address T2DM risk factors, especially among higher-income households and specific regions.

Suggested Citation

  • Ahsan, Abdillah & Djutaharta, Triasih & Utami, Maulida Gadis & Ayuning Pertiwi, Yuyu Buono & Diniary, Anggiana & Amalia, Nadira & Solarin, Sakiru Adebola & Ramanathan, Santhi, 2025. "The correlation of caloric intake from sugar-sweetened beverage (SSB) on type 2 diabetes mellitus (T2DM) risk in Indonesia," Social Science & Medicine, Elsevier, vol. 372(C).
  • Handle: RePEc:eee:socmed:v:372:y:2025:i:c:s0277953625002862
    DOI: 10.1016/j.socscimed.2025.117956
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0277953625002862
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.socscimed.2025.117956?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 search for a different version of it.

    References listed on IDEAS

    as
    1. Laura Lara-Castor & Renata Micha & Frederick Cudhea & Victoria Miller & Peilin Shi & Jianyi Zhang & Julia R. Sharib & Josh Erndt-Marino & Sean B. Cash & Dariush Mozaffarian, 2023. "Sugar-sweetened beverage intakes among adults between 1990 and 2018 in 185 countries," Nature Communications, Nature, vol. 14(1), pages 1-19, December.
    2. Juan Carlos Caro & Shu Wen Ng & Ricardo Bonilla & Jorge Tovar & Barry M Popkin, 2017. "Sugary drinks taxation, projected consumption and fiscal revenues in Colombia: Evidence from a QUAIDS model," PLOS ONE, Public Library of Science, vol. 12(12), pages 1-16, December.
    3. Agus Widarjono & Rifai Afin & Gita Kusnadi & Muhammad Zulfiqar Firdaus & Olivia Herlinda, 2023. "Taxing sugar sweetened beverages in Indonesia: Projections of demand change and fiscal revenue," PLOS ONE, Public Library of Science, vol. 18(12), pages 1-11, December.
    4. Jozaa Z. AlTamimi & Naseem M. Alshwaiyat & Hana Alkhalidy & Nora M. AlKehayez & Reham I. Alagal & Reem A. Alsaikan & Malak A. Alsemari & Mona N. BinMowyna & Nora A. AlFaris, 2023. "Sugar-Sweetened Beverages Consumption in a Multi-Ethnic Population of Young Men and Association with Sociodemographic Characteristics and Obesity," IJERPH, MDPI, vol. 20(6), pages 1-12, March.
    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. Zereyesus, Yacob Abrehe & Xia, Tian & Nava, Noé J. & Li, Xianghong & Cardell, Lila, 2025. "International Income and Price Elasticity Estimates: An Update," Technical Bulletins 358604, United States Department of Agriculture, Economic Research Service.
    2. Ren, Yanjun & Liu, Qi & Wu, Guanzhang & Loy, Jens-Peter, 2025. "Consumer preferences for sugar-sweetened beverages: Evidence from online surveys and laboratory eye-tracking choice experiments," Food Policy, Elsevier, vol. 130(C).
    3. Echeverría, Lucía & Molina, José Alberto, 2021. "Poor vs Non-Poor Households in Uruguay: Welfare Differences from Food Price Changes," GLO Discussion Paper Series 890, Global Labor Organization (GLO).
    4. María Angélica Arbeláez & Alejandro Becerra & Miguel Ben�tez & Ximena Cadena & Mar�a Jos� Mej�a, 2021. "Elementos para el diseno de un impuesto a alimentos y bebidas altos en sodio, grasas y/o azúcares en Colombia," Coyuntura Económica, Fedesarrollo, vol. 51, pages 37-79.
    5. Roche, Maxime, 2025. "Can differentiated value-added tax rates promote healthier diets? The case of Costa Rica," Food Policy, Elsevier, vol. 131(C).
    6. María Angélica Arbeláez & Ximena Cadena & Becerra Alejandro & Miguel Benitez & María José Mejía, 2022. "Elementos para el diseño de un impuesto a alimentos y bebidas altos en sodio, grasas y/o azúcares en Colombia," Informes de Investigación 21027, Fedesarrollo.
    7. Joselin Segovia & Mercy Orellana & Juan Pablo Sarmiento & Darwin Carchi, 2020. "The effects of taxing sugar-sweetened beverages in Ecuador: An analysis across different income and consumption groups," PLOS ONE, Public Library of Science, vol. 15(10), pages 1-18, October.
    8. Ping Wang & Nhuong Tran & Dolapo Enahoro & Chin Yee Chan & Kelvin Mashisia Shikuku & Karl M. Rich & Kendra Byrd & Shakuntala H. Thilsted, 2022. "Spatial and temporal patterns of consumption of animal‐source foods in Tanzania," Agribusiness, John Wiley & Sons, Ltd., vol. 38(2), pages 328-348, April.
    9. Agus Widarjono & Rifai Afin & Gita Kusnadi & Muhammad Zulfiqar Firdaus & Olivia Herlinda, 2023. "Taxing sugar sweetened beverages in Indonesia: Projections of demand change and fiscal revenue," PLOS ONE, Public Library of Science, vol. 18(12), pages 1-11, December.
    10. Thomas, Alastair, 2019. "Who Would Win from a Multi-rate GST in New Zealand: Evidence from a QUAIDS Model," Working Paper Series 20932, Victoria University of Wellington, Chair in Public Finance.
    11. Thomas, Alastair, 2019. "Who Would Win from a Multi-rate GST in New Zealand: Evidence from a QUAIDS Model," Working Paper Series 8127, Victoria University of Wellington, Chair in Public Finance.

    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:372:y:2025:i:c:s0277953625002862. 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.