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Averting Obesity and Type 2 Diabetes in India through Sugar-Sweetened Beverage Taxation: An Economic-Epidemiologic Modeling Study

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  • Sanjay Basu
  • Sukumar Vellakkal
  • Sutapa Agrawal
  • David Stuckler
  • Barry Popkin
  • Shah Ebrahim

Abstract

: In this modeling study, Sanjay Basu and colleagues estimate the potential health effects of a sugar-sweetened beverage taxation among various sub-populations in India over the period 2014 to 2023. Background: Taxing sugar-sweetened beverages (SSBs) has been proposed in high-income countries to reduce obesity and type 2 diabetes. We sought to estimate the potential health effects of such a fiscal strategy in the middle-income country of India, where there is heterogeneity in SSB consumption, patterns of substitution between SSBs and other beverages after tax increases, and vast differences in chronic disease risk within the population. Methods and Findings: Using consumption and price variations data from a nationally representative survey of 100,855 Indian households, we first calculated how changes in SSB price alter per capita consumption of SSBs and substitution with other beverages. We then incorporated SSB sales trends, body mass index (BMI), and diabetes incidence data stratified by age, sex, income, and urban/rural residence into a validated microsimulation of caloric consumption, glycemic load, overweight/obesity prevalence, and type 2 diabetes incidence among Indian subpopulations facing a 20% SSB excise tax. The 20% SSB tax was anticipated to reduce overweight and obesity prevalence by 3.0% (95% CI 1.6%–5.9%) and type 2 diabetes incidence by 1.6% (95% CI 1.2%–1.9%) among various Indian subpopulations over the period 2014–2023, if SSB consumption continued to increase linearly in accordance with secular trends. However, acceleration in SSB consumption trends consistent with industry marketing models would be expected to increase the impact efficacy of taxation, averting 4.2% of prevalent overweight/obesity (95% CI 2.5–10.0%) and 2.5% (95% CI 1.0–2.8%) of incident type 2 diabetes from 2014–2023. Given current consumption and BMI distributions, our results suggest the largest relative effect would be expected among young rural men, refuting our a priori hypothesis that urban populations would be isolated beneficiaries of SSB taxation. Key limitations of this estimation approach include the assumption that consumer expenditure behavior from prior years, captured in price elasticities, will reflect future behavior among consumers, and potential underreporting of consumption in dietary recall data used to inform our calculations. Conclusion: Sustained SSB taxation at a high tax rate could mitigate rising obesity and type 2 diabetes in India among both urban and rural subpopulations. Background: Non-communicable diseases (NCDs) and obesity (excessive body mass) are major threats to global health. Each year NCDs kill 36 million people (including 29 million people in low- and middle-income countries), thereby accounting for nearly two-thirds of the world's annual deaths. Cardiovascular diseases, cancers, respiratory diseases, and diabetes (a condition characterized by raised blood sugar levels) are responsible for most NCD-related deaths. Worldwide, diabetes alone affects about 360 million people and causes nearly 5 million deaths annually. And the number of people affected by NCDs is likely to rise over the next few decades. It is estimated, for example, that 101.2 million people in India will have diabetes by 2030, nearly double the current number. In Asia and other low- and middle-income countries overweight as well as obesity represent a risk factor for NCDs and the global prevalence of obesity (the proportion of the world's population that is obese) has nearly doubled since 1980. Worldwide, around 0.5 billion people are now classified as obese and about 1.5 billion more overweight. That is, they have a body mass index (BMI) of 30 kg/m2 or more (25–30 for overweight); BMI is calculated by dividing a person's weight in kilograms by the square of their height in meters. In India individuals with a BMI of 25 or more (overweight/obese) are at very high risk of diabetes. Why Was This Study Done?: The consumption of sugar-sweetened beverages (SSBs, soft drinks sweetened with cane sugar or other caloric sweeteners) is a major risk factor for overweight/obesity and, independent of total energy consumption and BMI, for type 2 diabetes (the commonest form of diabetes). In high-income countries, SSB taxation has been proposed as a way to lower the risk of obesity and type 2 diabetes, however it is unknown if this approach will work in low- and middle-income countries. Here, in an economic-epidemiologic modeling study, researchers estimate the potential health effects of SSB taxation in India, a middle-income country in which total SSB consumption is rapidly increasing, but where SSB consumption and chronic disease risk vary greatly within the population and where people are likely to turn to other sugar-rich beverages (for example, fresh fruit juices) if SSBs are taxed. What Did the Researchers Do and Find?: The researchers used survey data relating SSB consumption to price variations to calculate how changes in the price of SSBs affect the demand for SSBs (own-price elasticity) and for other beverages (cross-price elasticity) in India. They combined these elasticities and data on SSB sales trends, BMIs, and diabetes incidence (the frequency of new diabetes cases) into a mathematical microsimulation model to estimate the effect of a 20% tax on SSBs on caloric (energy) consumption, glycemic load (an estimate of how much a food or drink raises blood sugar levels after consumption; low glycemic load diets lower diabetes risk), the prevalence of overweight/obesity, and the incidence of diabetes among Indian subpopulations. According to the model, if SSB sales continue to increase at the current rate, compared to no tax, a 20% SSB tax would reduce overweight/obesity across India by 3.0% and the incidence of type 2 diabetes by 1.6% over the period 2014–2023. In absolute figures, a 20% SSB tax would avert 11.2 million cases of overweight/obesity and 400,000 cases of type 2 diabetes between 2014 and 2023. Notably, if SSB sales increase more steeply as predicted by drinks industry marketing models, the tax would avert 15.8 million cases of overweight/obesity and 600,000 cases of diabetes. Finally, the model predicted that the largest relative effect of an SSB tax would be among young men in rural areas. What Do These Findings Mean?: The accuracy of these findings is likely to be affected by the assumptions incorporated in the model and by the data fed into it. In particular, the accuracy of the estimates of the health effects of a 20% tax on SSBs is limited by the assumption that future consumer behavior will reflect historic behavior and by potential underreporting of SSB consumption in surveys. Nevertheless, these findings suggest that a sustained high rate of tax on SSBs could mitigate the rising prevalence of obesity and the rising incidence of diabetes in India in both urban and rural populations by affecting both caloric intake and glycemic load. Thus, SSB taxation might be a way to control obesity and diabetes in India and other low- and middle-income countries where, to date, large-scale interventions designed to address these threats to global health have had no sustained effects. Additional Information: Please access these websites via the online version of this summary at http://dx.doi.org/10.1371/journal.pmed.1001582.

Suggested Citation

  • Sanjay Basu & Sukumar Vellakkal & Sutapa Agrawal & David Stuckler & Barry Popkin & Shah Ebrahim, 2014. "Averting Obesity and Type 2 Diabetes in India through Sugar-Sweetened Beverage Taxation: An Economic-Epidemiologic Modeling Study," PLOS Medicine, Public Library of Science, vol. 11(1), pages 1-13, January.
  • Handle: RePEc:plo:pmed00:1001582
    DOI: 10.1371/journal.pmed.1001582
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    1. Donald A. P. Bundy & Nilanthi de Silva & Susan Horton & Dean T. Jamison & George C. Patton, 2017. "Disease Control Priorities, Third Edition," World Bank Publications - Books, The World Bank Group, number 28876.
    2. Lee, Yunkyung & Giannakas, Konstantinos, 2021. "Market and Welfare Effects on the U.S. Nationwide Sugar-Sweetened Beverages Tax," 2021 Conference, August 17-31, 2021, Virtual 315203, International Association of Agricultural Economists.
    3. Kao, Kai-Erh & Jones, Amanda C. & Ohinmaa, Arto & Paulden, Mike, 2020. "The health and financial impacts of a sugary drink tax across different income groups in Canada," Economics & Human Biology, Elsevier, vol. 38(C).
    4. Steven F. Koch & Evelyn Thsehla, 2022. "The impact of diabetes on labour market outcomes," Development Southern Africa, Taylor & Francis Journals, vol. 39(3), pages 424-456, May.
    5. Andalón, Mabel & Gibson, John, 2018. "The ‘soda tax’ is unlikely to make Mexicans lighter or healthier: New evidence on biases in elasticities of demand for soda," MPRA Paper 86370, University Library of Munich, Germany.
    6. Libby Hattersley & Alan Fuchs & Alberto Gonima & Lynn Silver & Kate Mandeville, 2020. "Business, Employment, and Productivity Impacts of Sugar-Sweetened Beverages Taxes," World Bank Publications - Reports 34082, The World Bank Group.
    7. Cliona Ni Mhurchu & Helen Eyles & Murat Genc & Peter Scarborough & Mike Rayner & Anja Mizdrak & Kelechi Nnoaham & Tony Blakely, 2015. "Effects of Health-Related Food Taxes and Subsidies on Mortality from Diet-Related Disease in New Zealand: An Econometric-Epidemiologic Modelling Study," PLOS ONE, Public Library of Science, vol. 10(7), pages 1-17, July.
    8. Thiboonboon, Kittiphong & Lourenco, Richard De Abreu & Cronin, Paula & Khoo, Terence & Goodall, Stephen, 2024. "Economic Evaluations of Obesity-Targeted Sugar-Sweetened Beverage (SSB) Taxes–A Review to Identify Methodological Issues," Health Policy, Elsevier, vol. 144(C).
    9. Sharon S Nakhimovsky & Andrea B Feigl & Carlos Avila & Gael O’Sullivan & Elizabeth Macgregor-Skinner & Mark Spranca, 2016. "Taxes on Sugar-Sweetened Beverages to Reduce Overweight and Obesity in Middle-Income Countries: A Systematic Review," PLOS ONE, Public Library of Science, vol. 11(9), pages 1-22, September.
    10. Tony Blakely & Nhung Nghiem & Murat Genc & Anja Mizdrak & Linda Cobiac & Cliona Ni Mhurchu & Boyd Swinburn & Peter Scarborough & Christine Cleghorn, 2020. "Modelling the health impact of food taxes and subsidies with price elasticities: The case for additional scaling of food consumption using the total food expenditure elasticity," PLOS ONE, Public Library of Science, vol. 15(3), pages 1-17, March.
    11. Lee, Yunkyung & Giannakas, Konstantinos, 2020. "System-wide market and welfare effects of a U.S. sugar-sweetened beverages tax," 2020 Annual Meeting, July 26-28, Kansas City, Missouri 304297, Agricultural and Applied Economics Association.
    12. Mercy Manyema & Lennert J Veerman & Lumbwe Chola & Aviva Tugendhaft & Benn Sartorius & Demetre Labadarios & Karen J Hofman, 2014. "The Potential Impact of a 20% Tax on Sugar-Sweetened Beverages on Obesity in South African Adults: A Mathematical Model," PLOS ONE, Public Library of Science, vol. 9(8), pages 1-10, August.
    13. Guillermo Paraje, 2016. "The Effect of Price and Socio-Economic Level on the Consumption of Sugar-Sweetened Beverages (SSB): The Case of Ecuador," PLOS ONE, Public Library of Science, vol. 11(3), pages 1-13, March.
    14. Cahuana-Hurtado, Lucero & Sosa-Rubi, Sandra & Rubalcava-Peñafiel, Luis & Panopoulou, Panagiota & Rodriguez-Oliveros, Guadalupe & Servan-Mori, Edson, 2013. "Understanding the heterogeneous nature of the demand for soft drinks in Mexico: why social determinants also matter," MPRA Paper 61274, University Library of Munich, Germany, revised Jun 2014.
    15. Gibson, John & Kim, Bonggeun, 2019. "Quality, quantity, and spatial variation of price: Back to the bog," Journal of Development Economics, Elsevier, vol. 137(C), pages 66-77.

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