Modeling the Effect of Replacing Sugar-Sweetened Beverage Consumption with Water on Energy Intake, HBI Score, and Obesity Prevalence

Kiyah J Duffey, Jennifer Poti, Kiyah J Duffey, Jennifer Poti

Abstract

Sugar-sweetened beverages (SSB) contribute to excessive weight gain through added energy intake. Replacing SSB with water is one strategy that has shown promise in helping lower excessive energy intake. Using nationally representative data from US adults (n = 19,718) from NHANES 2007-2012 we examine the impact of replacing SSB with water on Healthy Beverage Index (HBI) scores and obesity prevalence. Replacing an 8-ounce serving of SSB with water lowered the percent of energy from beverages from 17% to 11% (among those consuming 1 serving SSB/day). Reductions in the percent energy from beverages were observed across all SSB consumption groups (1-2 servings/day and >2 servings/day). Among adults there was a 9% to 21% improvement in HBI score when one serving of water replaced one serving of SSB. Using previously published randomized controlled trials (RCT) and meta-analyses of measured weight loss we also predicted a reduction in the prevalence of obesity (observed: 35.2%; predicted 33.5%-34.9%, p < 0.05) and increase in the prevalence of normal weight (observed: 29.7%; high weight loss: 31.3%, p < 0.05). Our findings provide further epidemiologic evidence that water in the place of SSB can be used as a strategy to limit energy intake and help individuals meet beverage intake recommendations.

Keywords: adults; calories; children; modeling; sugar-sweetened beverages; water.

Figures

Figure 1
Figure 1
Predicted percent change in HBI score among adults across levels of SSB consumption as a result of replacing one serving of SSB with one serving of water. HBI = Healthy Beverage Index; SSB = Sugar Sweetened Beverages.
Figure 2
Figure 2
Percent of adults predicted as normal weight, overweight, or obese using predicted weight change [39] associated with substitution of one serving SSB with one serving water. Columns with different letters indicates statistical significance within weight category, p < 0.05 with Bonferroni correction for multiple comparisons.

References

    1. Popkin B.M., Bray G.A., Hu F. The role of high sugar foods and sugar-sweetened beverages in weight gain and obesity. In: Gill T., editor. Managing and Preventing Obesity: Behavioral Factors and Dietary Interventions. Woodhead Publishing; Cambridge, UK: 2015. pp. 45–57.
    1. Zijlstra N., Mars M., de Wijk R.A., Westerterp-Plantenga M.S., de Graaf C. The effect of viscosity on ad libitum food intake. Int. J. Obes. Lond. 2008;32:676–683. doi: 10.1038/sj.ijo.0803776.
    1. Cassady B.A., Considine R.V., Mattes R.D. Beverage consumption, appetite, and energy intake: What did you expect? Am. J. Clin. Nutr. 2012;95:587–593. doi: 10.3945/ajcn.111.025437.
    1. Zhu Y., Hsu W.H., Hollis J.H. The impact of food viscosity on eating rate, subjective appetite, glycemic response and gastric emptying rate. PLoS ONE. 2013;8:395. doi: 10.1371/journal.pone.0067482.
    1. Martin A.A., Hamill L.R., Davies S., Rogers P.J., Brunstrom J.M. Energy-dense snacks can have the same expected satiation as sugar-containing beverages. Appetite. 2015;95:81–88. doi: 10.1016/j.appet.2015.06.007.
    1. Drewnowski A., Bellisle F. Liquid calories, sugar, and body weight. Am. J. Clin. Nutr. 2007;85:651–661.
    1. Almiron-Roig E., Chen Y., Drewnowski A. Liquid calories and the failure of satiety: How good is the evidence? Obes. Rev. 2003;4:201–212. doi: 10.1046/j.1467-789X.2003.00112.x.
    1. Hu F.B. Resolved: There is sufficient scientific evidence that decreasing sugar-sweetened beverage consumption will reduce the prevalence of obesity and obesity-related diseases. Obes. Rev. 2013;14:606–619. doi: 10.1111/obr.12040.
    1. Scientific Report of the 2015 Dietary Guidelines Advisory Committee (DGAC Report) [(accessed on 5 August 2015)]; Dietary Guidelines Website; Released February 23. Available online: .
    1. Yang Q., Zhang Z., Gregg E.W., Flanders W.D., Merritt R., Hu F.B. Added sugar intake and cardiovascular diseases mortality among US adults. JAMA Intern. Med. 2014;174:516–524. doi: 10.1001/jamainternmed.2013.13563.
    1. Malik V.S., Schulze M.B., Hu F.B. Intake of sugar-sweetened beverages and weight gain: A systematic review. Am. J. Clin. Nutr. 2006;84:274–288.
    1. Centers for Disease Control and Prevention . Surveillance Summaries: Youth Risk Behavior Surveillance—United States, 2005. Volume 55 CDC; Atlanta, GA, USA: 2006. MMWR: Morbidity & Mortality Weekly Report.
    1. Block G. Foods contributing to energy intake in the US: Data from NHANES III and NHANES 1999–2000. J. Food Compost. Anal. 2006;17:439–447. doi: 10.1016/j.jfca.2004.02.007.
    1. Imamura F., O’Connor L., Ye Z., Mursu J., Hayashino Y., Bhupathiraju S.N., Forouhi N.G. Consumption of sugar sweetened beverages, artificially sweetened beverages, and fruit juice and incidence of type 2 diabetes: Systematic review, meta-analysis, and estimation of population attributable fraction. BMJ. 2015;351 doi: 10.1136/bmj.h3576.
    1. Malik V., Popkin B., Bray G., Despres J., Hu F. Sugar-sweetened beverages, obesity, type 2 diabetes mellitus, and cardiovascular disease risk. Circulation. 2010;121:1356–1364. doi: 10.1161/CIRCULATIONAHA.109.876185.
    1. O’Connor L., Imamura F., Lentjes M.A., Khaw K.T., Wareham N.J., Forouhi N.G. Prospective associations and population impact of sweet beverage intake and type 2 diabetes, and effects of substitutions with alternative beverages. Diabetologia. 2015;58:1474–1483. doi: 10.1007/s00125-015-3572-1.
    1. Bleich S.N., Wolfson J.A. U.S. adults and child snacking patterns among sugar-sweetened beverage drinkers and non-drinkers. Prev. Med. 2016;72:8–14. doi: 10.1016/j.ypmed.2015.01.003.
    1. Kit B.K., Fakhouri T.H.I., Park S., Nielsen S.J., Ogden C.L. Trends in sugar-sweetened beverage consumption among youth and adults in the United States: 1999–2010. Am. J. Clin. Nutr. 2013;98:180–188. doi: 10.3945/ajcn.112.057943.
    1. Han E., Powell L.M. Consumption patterns of sugar sweetened beverages in the United States. J. Acad. Nutr. Diet. 2013;113:43–53. doi: 10.1016/j.jand.2012.09.016.
    1. Singh G.M., Micha R., Khatibzadeh S., Shi P., Lim S., Andrews K.G., Engell R.E., Ezzati M., Mozaffarian D. Global, regional, and national consumption of sugar-sweetened beverages, fruit juices, and milk: A systematic assessment of beverage intake in 187 countries. PLoS ONE. 2015;10:395. doi: 10.1371/journal.pone.0124845.
    1. Riebl S.K., Davy B.M. The hydration equation: Update on water balance and cognitive performance. ACSMs Health Fit. J. 2013;17:21–28.
    1. Popkin B.M., D’Anci K.E., Rosenberg I.H. Water hydration and health. Nutr. Rev. 2010;68:439–458. doi: 10.1111/j.1753-4887.2010.00304.x.
    1. Pan A., Malik V.S., Hao T., Willett W.C., Mozaffarian D., Hu F.B. Changes in water and beverage intake and long-term weight changes: Results from three prospective cohort studies. Int. J. Obes. Lond. 2013;37:1378–1385. doi: 10.1038/ijo.2012.225.
    1. Dennis E.A., Davy B.M. Beverage consumption and adult weight management: A review. Eat Behav. 2009;10:237–246. doi: 10.1016/j.eatbeh.2009.07.006.
    1. An R., McCaffrey J. Plain water consumption in relation to energy intake and diet quality among US adults, 2005–2012. J. Hum. Nutr. Diet. 2016 doi: 10.1111/jhn.12368.
    1. Bottled Water’s Rising Tide. [(accessed on 7 March 2016)]. Available online: .
    1. Hogan C. Bottled Water Trends for 2014. Food Manufacturing; Madison, WI, USA: 2014. p. 38.
    1. Drink up Campaign. [(accessed on 7 March 2016)]. Available online: .
    1. Corporate Accountability International. [(accessed on 7 March 2016)]. Available online: .
    1. 2015–2020 Dietary Guidelines for Americans. Chapter 2: Shifts Need to Align with Healthy Eating Patterns. [(accessed on 4 March 2016)]; Available online:
    1. Duffey K.J., Davy B.M. The healthy beverage index is associated with reduced cardiometabolic risk in US adults: A preliminary analysis. J. Acad. Nutr. Diet. 2015;115:1682–1689. doi: 10.1016/j.jand.2015.05.005.
    1. Popkin B.M., Armstrong L.E., Bray G.M., Caballero B., Frei B., Willett W. A new proposed guidance system for beverage consumption in the United States. Am. J. Clin. Nutr. 2006;83:529–542.
    1. Hedrick V.E., Davy B.M., Myers E.A., You W., Zoellner J.M. Changes in the healthy beverage index in response to an intervention targeting a reduction in sugar-sweetened beverage consumption as compared to an intervention targeting improvements in physical activity: Results from the talking health trial. Nutrients. 2015;7:10168–10178. doi: 10.3390/nu7125525.
    1. Continuous NHANES Web Tutorial: Survey Design Factors Course. [(accessed on 4 March 2016)]; Available online: .
    1. NHANES MEC Interviewers Procedures Manual. [(accessed on 4 March 2016)]; Available online: .
    1. Key Concepts about NHANES Dietary Data Collection. [(accessed on 4 March 2016)]; Availble online: .
    1. United States Department of Agriculture (USDA), Agricultural Research Service USDA Food and Nutrient Database for Dietary Studies. [(accessed on 7 March 2016)]; Available online: .
    1. Slining M.M., Yoon E., Davis J., Hollingsworth B., Miles D., Ng S.W. An approach to monitor food and nutrition from “factory to fork”. J. Acad. Nutr. Diet. 2015;115:40–49. doi: 10.1016/j.jand.2014.09.002.
    1. Te Morenga L., Mallard S., Mann J. Dietary sugars and body weight: Systematic review and meta-analyses of randomised controlled trials and cohort studies. BMJ. 2012;345:395. doi: 10.1136/bmj.e7492.
    1. Centers for Disease Control and Prevention National Health and Nutrition Examination Survey. [(accessed on 7 March 2016)]; Available online: .
    1. Davy B.M., Dennis E.A., Dengo A.L., Wilson K.L., Davy K.P. Water consumption reduces energy intake at a breakfast meal in obese older adults. J. Am. Diet. Assoc. 2008;108:1236–1239. doi: 10.1016/j.jada.2008.04.013.
    1. Van Walleghen E.L., Orr J.S., Gentile C.L., Davy B.M. Premeal water consumption reduces meal energy intake in older but not younger subjects. Obesity. 2007;15:93–99. doi: 10.1038/oby.2007.506.
    1. Stookey J.D., Constant F., Gardner C.D., Popkin B.M. Replacing sweetened caloric beverages with drinking water is associated with lower energy intake. Obesity. 2007;15:3013–3022. doi: 10.1038/oby.2007.359.
    1. Park S., Xu F., Town M., Blanck H.M. Prevalence of sugar-sweetened beverage intake among adults—23 states and the district of Columbia, 2013. Morb. Mortal. Wkly. Rep. 2016;65:169–174. doi: 10.15585/mmwr.mm6507a1.
    1. Ma Y., He F.J., Yin Y., Hashem K.M., MacGregor G.A. Gradual reduction of sugar in soft drinks without substitution as a strategy to reduce overweight, obesity, and type 2 diabetes: A modelling study. Lancet Diabetes Endocrinol. 2016;4:105–114. doi: 10.1016/S2213-8587(15)00477-5.
    1. Daniels M.C., Popkin B.M. Impact of water intake on energy intake and weight status: A systematic review. Nutr. Rev. 2010;68:505–521. doi: 10.1111/j.1753-4887.2010.00311.x.
    1. Zheng M., Allman-Farinelli M., Heitmann B.L., Rangan A. Substitution of sugar-sweetened beverages with other beverage alternatives: A review of long-term health outcomes. J. Acad. Nutr. Diet. 2015;115:767–779. doi: 10.1016/j.jand.2015.01.006.
    1. Muckelbauer R., Sarganas G., Grüneis A., Müller-Nordhorn J. Association between water consumption and body weight outcomes: A systematic review. Am. J. Clin. Nutr. 2013;98:282–299. doi: 10.3945/ajcn.112.055061.
    1. Hernández-Cordero S., Popkin B.M. Impact of a water intervention on sugar-sweetened beverage intake substitution by water: A clinical trial in overweight and obese Mexican women. Nutr. Metab. 2015;66:22–25. doi: 10.1159/000381242.
    1. Jiménez-Cruz A., Gómez-Miranda L.M., Bacardí-Gascón M. Randomized clinical trials of the effect of sugar sweetened beverages consumption on adiposity in youngers than 16 y old; systematic review. Nutr. Hosp. 2013;28:1797–1801.
    1. Peters J.C., Beck J., Cardel M., Wyatt H.R., Foster G.D., Pan Z., Wojtanowski A.C., Vander Veur S.S., Herring S.J., Brill C., et al. The effects of water and non-nutritive sweetened beverages on weight loss and weight maintenance: A randomized clinical trial. Obesity. 2016;24:297–304. doi: 10.1002/oby.21327.
    1. Tate D.F., Turner-McGrievy G., Lyons E., Stevens J., Erickson K., Polzien K., Diamond M., Wang X., Popkin B.M. Replacing caloric beverages with water or diet beverages for weight loss in adults: Main results of the Choose Healthy Options Consciously Everyday (CHOICE) randomized clinical trial. Am. J. Clin. Nutr. 2012;95:555–563. doi: 10.3945/ajcn.111.026278.
    1. Piernas C., Tate D.F., Wang X., Popkin B.M. Does diet-beverage intake affect dietary consumption patterns? Results from the Choose Healthy Options Consciously Everyday (CHOICE) randomized clinical trial. Am. J. Clin. Nutr. 2013;97:604–611. doi: 10.3945/ajcn.112.048405.
    1. Hedrick V., Davy B.M., Duffey K.J. Is beverage consumption related to specific dietary patterns? Curr. Nutr. Res. 2015;4:72–81. doi: 10.1007/s13668-014-0109-z.
    1. Duffey K.J., Steffen L.M., Van Horn L., Jacobs D.R., Jr., Popkin B.M. Dietary patterns matter: Diet beverages and cardiometabolic risks in the longitudinal Coronary Artery Risk Development in Young Adults (CARDIA) Study. Am. J. Clin. Nutr. 2012;95:909–915. doi: 10.3945/ajcn.111.026682.
    1. Duffey K.J., Popkin B.M. Adults with healthier dietary patterns have healthier beverage patterns. J. Nutr. 2006;136:2901–2907.
    1. Willett W. Nutritional Epidemiology. Volume 30 Oxford University Press; New York, NY, USA: 1998.

Source: PubMed

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