IDEAS home Printed from https://ideas.repec.org/a/plo/pone00/0057873.html
   My bibliography  Save this article

The Relationship of Sugar to Population-Level Diabetes Prevalence: An Econometric Analysis of Repeated Cross-Sectional Data

Author

Listed:
  • Sanjay Basu
  • Paula Yoffe
  • Nancy Hills
  • Robert H Lustig

Abstract

While experimental and observational studies suggest that sugar intake is associated with the development of type 2 diabetes, independent of its role in obesity, it is unclear whether alterations in sugar intake can account for differences in diabetes prevalence among overall populations. Using econometric models of repeated cross-sectional data on diabetes and nutritional components of food from 175 countries, we found that every 150 kcal/person/day increase in sugar availability (about one can of soda/day) was associated with increased diabetes prevalence by 1.1% (p

Suggested Citation

  • Sanjay Basu & Paula Yoffe & Nancy Hills & Robert H Lustig, 2013. "The Relationship of Sugar to Population-Level Diabetes Prevalence: An Econometric Analysis of Repeated Cross-Sectional Data," PLOS ONE, Public Library of Science, vol. 8(2), pages 1-8, February.
  • Handle: RePEc:plo:pone00:0057873
    DOI: 10.1371/journal.pone.0057873
    as

    Download full text from publisher

    File URL: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0057873
    Download Restriction: no

    File URL: https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0057873&type=printable
    Download Restriction: no

    File URL: https://libkey.io/10.1371/journal.pone.0057873?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. Robert H. Lustig & Laura A. Schmidt & Claire D. Brindis, 2012. "The toxic truth about sugar," Nature, Nature, vol. 482(7383), pages 27-29, February.
    2. Amani Elobeid & John Beghin, 2006. "Multilateral Trade and Agricultural Policy Reforms in Sugar Markets," Journal of Agricultural Economics, Wiley Blackwell, vol. 57(1), pages 23-48, March.
    3. Popkin, Barry M., 1999. "Urbanization, Lifestyle Changes and the Nutrition Transition," World Development, Elsevier, vol. 27(11), pages 1905-1916, November.
    4. Hausman, Jerry, 2015. "Specification tests in econometrics," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 38(2), pages 112-134.
    5. James Heckman & Salvador Navarro-Lozano, 2004. "Using Matching, Instrumental Variables, and Control Functions to Estimate Economic Choice Models," The Review of Economics and Statistics, MIT Press, vol. 86(1), pages 30-57, February.
    6. Muth, Mary K. & Karns, Shawn A. & Nielsen, Samara Joy & Buzby, Jean C. & Wells, Hodan Farah, 2011. "Consumer-Level Food Loss Estimates and Their Use in the ERS Loss- Adjusted Food Availability Data," Technical Bulletins 184307, United States Department of Agriculture, Economic Research Service.
    7. Kevin D Hall & Juen Guo & Michael Dore & Carson C Chow, 2009. "The Progressive Increase of Food Waste in America and Its Environmental Impact," PLOS ONE, Public Library of Science, vol. 4(11), pages 1-6, November.
    8. Granger, C W J, 1969. "Investigating Causal Relations by Econometric Models and Cross-Spectral Methods," Econometrica, Econometric Society, vol. 37(3), pages 424-438, July.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Mendez Lopez, Ana & Loopstra, Rachel & McKee, Martin & Stuckler, David, 2017. "Is trade liberalisation a vector for the spread of sugar-sweetened beverages? A cross-national longitudinal analysis of 44 low- and middle-income countries," Social Science & Medicine, Elsevier, vol. 172(C), pages 21-27.
    2. Toni Meier & Karolin Senftleben & Peter Deumelandt & Olaf Christen & Katja Riedel & Martin Langer, 2015. "Healthcare Costs Associated with an Adequate Intake of Sugars, Salt and Saturated Fat in Germany: A Health Econometrical Analysis," PLOS ONE, Public Library of Science, vol. 10(9), pages 1-21, September.
    3. Paul Gertler & Tadeja Gracner, 2022. "The Sweet Life: The Long-Term Effects of a Sugar-Rich Early Childhood," NBER Working Papers 30799, National Bureau of Economic Research, Inc.
    4. Seuring, Till & Goryakin, Yevgeniy & Suhrcke, Marc, 2015. "The impact of diabetes on employment in Mexico," Economics & Human Biology, Elsevier, vol. 18(C), pages 85-100.
    5. Alexander Bentley, R. & Ruck, Damian J. & Fouts, Hillary N., 2020. "U.S. obesity as delayed effect of excess sugar," Economics & Human Biology, Elsevier, vol. 36(C).
    6. Seuring, Till & Serneels, Pieter & Suhrcke, Marc, 2019. "The impact of diabetes on labour market outcomes in Mexico: A panel data and biomarker analysis," Social Science & Medicine, Elsevier, vol. 233(C), pages 252-261.
    7. Vitor Castro, 2017. "Pure, White and Deadly… Expensive: A Bitter Sweetness in Health Care Expenditure," Health Economics, John Wiley & Sons, Ltd., vol. 26(12), pages 1644-1666, December.
    8. Chomali, Laura, 2024. "Consumo de Aliños procesados en Europa: Evidencia con datos alimentarios de EFSA [Consumption of Processed Seasonings in Europe: Evidence from EFSA Food Data]," MPRA Paper 121201, University Library of Munich, Germany.
    9. Rafael Moreira Claro & Vargas Hernandez & Joel Alberto & Satoru Shimokawa & Euna Han & Sharada Keats & Steve Wiggins, 2015. "The Rising Cost of a Healthy Diet – Changing Relative prices of Foods in High- Income and Emerging Economies," Working Papers id:7250, eSocialSciences.
    10. R. Alexander Bentley & Paul Ormerod & Damian J. Ruck, 2018. "Recent origin and evolution of obesity-income correlation across the United States," Palgrave Communications, Palgrave Macmillan, vol. 4(1), pages 1-14, December.
    11. Susan L. Prescott & Christopher R. D’Adamo & Kathleen F. Holton & Selena Ortiz & Nina Overby & Alan C. Logan, 2023. "Beyond Plants: The Ultra-Processing of Global Diets Is Harming the Health of People, Places, and Planet," IJERPH, MDPI, vol. 20(15), pages 1-21, July.
    12. Karen R Siegel & Mohammed K Ali & Adithi Srinivasiah & Rachel A Nugent & K M Venkat Narayan, 2014. "Do We Produce Enough Fruits and Vegetables to Meet Global Health Need?," PLOS ONE, Public Library of Science, vol. 9(8), pages 1-7, August.
    13. Gračner, Tadeja, 2021. "Bittersweet: How prices of sugar-rich foods contribute to the diet-related disease epidemic in Mexico," Journal of Health Economics, Elsevier, vol. 80(C).
    14. Nicole Hanson & Wonjoo Yun, 2018. "Should “big food” companies introduce healthier options? The effect of new product announcements on shareholder value," Marketing Letters, Springer, vol. 29(1), pages 1-12, March.
    15. Benjamin Wood & Gary Ruskin & Gary Sacks, 2020. "How Coca-Cola Shaped the International Congress on Physical Activity and Public Health: An Analysis of Email Exchanges between 2012 and 2014," IJERPH, MDPI, vol. 17(23), pages 1-11, December.

    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. Hany Eldemerdash & Hugh Metcalf & Sara Maioli, 2014. "Twin deficits: new evidence from a developing (oil vs. non-oil) countries’ perspective," Empirical Economics, Springer, vol. 47(3), pages 825-851, November.
    2. Wilman-Santiago Ochoa-Moreno & Byron Alejandro Quito & Carlos Andrés Moreno-Hurtado, 2021. "Foreign Direct Investment and Environmental Quality: Revisiting the EKC in Latin American Countries," Sustainability, MDPI, vol. 13(22), pages 1-18, November.
    3. Mitch Kunce, 2022. "The Tenuous Ecological Divorce and Unemployment Link with Suicide: A U.S. Panel Analysis 1968-2020," Journal of Statistical and Econometric Methods, SCIENPRESS Ltd, vol. 11(3), pages 1-2.
    4. Geweke, J. & Joel Horowitz & Pesaran, M.H., 2006. "Econometrics: A Bird’s Eye View," Cambridge Working Papers in Economics 0655, Faculty of Economics, University of Cambridge.
    5. Erkan Erdil & I. Hakan Yetkiner, 2009. "The Granger-causality between health care expenditure and output: a panel data approach," Applied Economics, Taylor & Francis Journals, vol. 41(4), pages 511-518.
    6. Adrian C. Darnell, 1994. "A Dictionary Of Econometrics," Books, Edward Elgar Publishing, number 118, March.
    7. Benno Torgler & Sascha L. Schmidt & Bruno S. Frey, 2006. "Relative Income Position And Performance: An Empirical Panel Analysis," IEW - Working Papers 268, Institute for Empirical Research in Economics - University of Zurich.
    8. Eduardo Morales-Ramos, 2002. "Defence R&D expenditure: The crowding-out hypothesis," Defence and Peace Economics, Taylor & Francis Journals, vol. 13(5), pages 365-383.
    9. Damberg, Sarah V. & Hartmann, Julia & Heese, H. Sebastian, 2022. "Does bad press help or hinder sustainable supply chain management? An empirical investigation of US-based corporations," International Journal of Production Economics, Elsevier, vol. 249(C).
    10. Gaetano Perone, 2018. "Produttività del lavoro, dinamica salariale e squilibri commerciali nei Paesi dell'Eurozona: un'analisi empirica," Economia & lavoro, Carocci editore, issue 3, pages 61-98.
    11. Clougherty, Joseph A., 2004. "Integrating Industrial Organization and International Business to Explain the Cross-National Domestic Airline Merger Phenomenon," Discussion Paper Series of SFB/TR 15 Governance and the Efficiency of Economic Systems 19, Free University of Berlin, Humboldt University of Berlin, University of Bonn, University of Mannheim, University of Munich.
    12. Atif Khan Jadoon & Sania Akhtar & Ambreen Sarwar & Syeda Azra Batool & Sarvjeet Kaur Chatrath & Saima Liaqat, 2021. "Is Economic Growth And Industrial Growth The Reason For Environmental Degradation In Saarc Countries," International Journal of Energy Economics and Policy, Econjournals, vol. 11(6), pages 418-426.
    13. Giuseppe De Luca & Jan R. Magnus & Franco Peracchi, 2018. "Balanced Variable Addition In Linear Models," Journal of Economic Surveys, Wiley Blackwell, vol. 32(4), pages 1183-1200, September.
    14. Javier Aguilera‐Caracuel & Jaime Guerrero‐Villegas, 2018. "How Corporate Social Responsibility Helps MNEs to Improve their Reputation. The Moderating Effects of Geographical Diversification and Operating in Developing Regions," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 25(4), pages 355-372, July.
    15. Neifar, Malika, 2020. "Different dimensions Bank performance comparisons IBs vs CBs – Quatar case," MPRA Paper 101375, University Library of Munich, Germany.
    16. Cothren Richard & Edwards Jeffrey A, 2006. "Long-Run Money Growth and the Liquidity Effect," The B.E. Journal of Macroeconomics, De Gruyter, vol. 6(1), pages 1-15, April.
    17. Christopher L. Gilbert & Duo Qin, 2007. "Representation in Econometrics: A Historical Perspective," Working Papers 583, Queen Mary University of London, School of Economics and Finance.
    18. Muhammad Azam & Zia Ur Rehman & Yusnidah Ibrahim, 2022. "Causal nexus in industrialization, urbanization, trade openness, and carbon emissions: empirical evidence from OPEC economies," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(12), pages 13990-14010, December.
    19. Justina A.V. Fischer & Benno Torgler, 2006. "Does Envy Destroy Social Fundamentals? The Impact of Relative Income Position on Social Capital," University of St. Gallen Department of Economics working paper series 2006 2006-04, Department of Economics, University of St. Gallen.
    20. Jochen Hartwig, 2008. "Has Health Capital Formation Cured 'Baumol's Disease'? - Panel Granger Causality Evidence for OECD Countries," KOF Working papers 08-206, KOF Swiss Economic Institute, ETH Zurich.

    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:pone00:0057873. 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.