IDEAS home Printed from https://ideas.repec.org/a/gam/jijerp/v14y2017i11p1394-d119043.html
   My bibliography  Save this article

Neighborhood Prices of Healthier and Unhealthier Foods and Associations with Diet Quality: Evidence from the Multi-Ethnic Study of Atherosclerosis

Author

Listed:
  • David M. Kern

    (Department of Epidemiology and Biostatistics, Dornsife School of Public Health, Drexel University, Philadelphia, PA 19140, USA)

  • Amy H. Auchincloss

    (Department of Epidemiology and Biostatistics, Dornsife School of Public Health, Drexel University, Philadelphia, PA 19140, USA)

  • Mark F. Stehr

    (School of Economics, LeBow College of Business, Drexel University, Philadelphia, PA 19104, USA)

  • Ana V. Diez Roux

    (Dean’s Office, Epidemiology and Biostatistics, Urban Health Collaborative, Dornsife School of Public Health, Drexel University, Philadelphia, PA 19104, USA)

  • Latetia V. Moore

    (Division of Nutrition, Physical Activity & Obesity Prevention & Control, National Center for Chronic Disease Prevention & Health Promotion, Centers for Disease Control & Prevention, Atlanta, GA 30329, USA)

  • Genevieve P. Kanter

    (Department of Health Management and Policy, Dornsife School of Public Health, Drexel University, Nesbitt Hall, 3215 Market St. Philadelphia, PA 19104, USA)

  • Lucy F. Robinson

    (Department of Epidemiology and Biostatistics, Dornsife School of Public Health, Drexel University, Philadelphia, PA 19140, USA)

Abstract

It is known that the price of food influences the purchasing and consumption decisions of individuals; however, little work has examined if the price of healthier food relative to unhealthier food in an individual’s neighborhood is associated with overall dietary quality while using data from multiple regions in the United States. Cross-sectional person-level data came from The Multi-Ethnic Study of Atherosclerosis (exam 5, 2010–2012, n = 2765); a food frequency questionnaire assessed diet. Supermarket food/beverage prices came from Information Resources Inc. ( n = 794 supermarkets). For each individual, the average price of select indicators of healthier foods (vegetables, fruits, dairy) and unhealthier foods (soda, sweets, salty snacks), as well as their ratio, was computed for supermarkets within three miles of the person’s residential address. Logistic regression estimated odds ratios of a high-quality diet (top quintile of Healthy Eating Index 2010) associated with healthy-to-unhealthy price ratio, adjusted for individual and neighborhood characteristics. Sensitivity analyses used an instrumental variable (IV) approach. Healthier foods cost nearly twice as much as unhealthier foods per serving on average (mean healthy-to-unhealthy ratio = 1.97 [SD 0.14]). A larger healthy-to-unhealthy price ratio was associated with lower odds of a high-quality diet (OR = 0.76 per SD increase in the ratio, 95% CI = [0.64–0.9]). IV analyses largely confirmed these findings although—as expected with IV adjustment—confidence intervals were wide (OR = 0.82 [0.57–1.19]). Policies to address the large price differences between healthier and unhealthy foods may help improve diet quality in the United States.

Suggested Citation

  • David M. Kern & Amy H. Auchincloss & Mark F. Stehr & Ana V. Diez Roux & Latetia V. Moore & Genevieve P. Kanter & Lucy F. Robinson, 2017. "Neighborhood Prices of Healthier and Unhealthier Foods and Associations with Diet Quality: Evidence from the Multi-Ethnic Study of Atherosclerosis," IJERPH, MDPI, vol. 14(11), pages 1-14, November.
  • Handle: RePEc:gam:jijerp:v:14:y:2017:i:11:p:1394-:d:119043
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1660-4601/14/11/1394/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/1660-4601/14/11/1394/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. James T. Bang & Aniruddha Mitra & Phanindra V. Wunnava, 2015. "Financial liberalization and remittances: Recent panel evidence," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 24(8), pages 1077-1102, December.
    2. Reed, Jane & Frazao, Elizabeth & Itskowitz, Rachel, 2004. "How Much Do Americans Pay for Fruits and Vegetables?," Agricultural Information Bulletins 33691, United States Department of Agriculture, Economic Research Service.
    3. Terza, Joseph V. & Basu, Anirban & Rathouz, Paul J., 2008. "Two-stage residual inclusion estimation: Addressing endogeneity in health econometric modeling," Journal of Health Economics, Elsevier, vol. 27(3), pages 531-543, May.
    4. Andreyeva, T. & Long, M.W. & Brownell, K.D., 2010. "The impact of food prices on consumption: A systematic review of research on the price elasticity of demand for food," American Journal of Public Health, American Public Health Association, vol. 100(2), pages 216-222.
    5. Volpe, Richard & Okrent, Abigail, 2012. "Assessing the Healthfulness of Consumers' Grocery Purchases," Economic Information Bulletin 262129, United States Department of Agriculture, Economic Research Service.
    6. Beydoun, May A. & Powell, Lisa M. & Wang, Youfa, 2008. "The association of fast food, fruit and vegetable prices with dietary intakes among US adults: Is there modification by family income?," Social Science & Medicine, Elsevier, vol. 66(11), pages 2218-2229, June.
    7. Stewart, Hayden & Hyman, Jeffrey & Buzby, Jean C. & Frazao, Elizabeth & Carlson, Andrea, 2011. "How Much Do Fruits and Vegetables Cost?," Economic Information Bulletin 101280, United States Department of Agriculture, Economic Research Service.
    8. Nicole Darmon & Adam Drewnowski, 2015. "Contribution of food prices and diet cost to socioeconomic disparities in diet quality and health: a systematic review and analysis," Post-Print hal-01774670, HAL.
    9. Drewnowski, A. & Aggarwal, A. & Hurvitz, P.M. & Monsivais, P. & Moudon, A.V., 2012. "Obesity and supermarket access: Proximity or price?," American Journal of Public Health, American Public Health Association, vol. 102(8), pages 74-80.
    10. Hausman, Jerry A & Leonard, Gregory K, 2002. "The Competitive Effects of a New Product Introduction: A Case Study," Journal of Industrial Economics, Wiley Blackwell, vol. 50(3), pages 237-263, September.
    11. Jerry A Hausman & Gregory K Leonard, 2002. "The Competitive Effects of a New Product Introduction: A Case Study," Journal of Industrial Economics, Wiley Blackwell, vol. 50(3), pages 237-263, September.
    12. Anekwe, T.D. & Rahkovsky, I., 2014. "The association between food prices and the blood Glucose Level of US adults with Type 2 diabetes," American Journal of Public Health, American Public Health Association, vol. 104(4), pages 678-685.
    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. Allison Karpyn & Julia Pon & Sara B. Grajeda & Rui Wang & Kathryn E. Merritt & Tara Tracy & Henry May & Ginnie Sawyer-Morris & McKenna M. Halverson & Alan Hunt, 2022. "Understanding Impacts of SNAP Fruit and Vegetable Incentive Program at Farmers’ Markets: Findings from a 13 State RCT," IJERPH, MDPI, vol. 19(12), pages 1-10, June.
    2. Neelam H. Ahmed & Mary L. Greaney & Steven A. Cohen, 2022. "Moderation of the Association between Primary Language and Health by Race and Gender: An Intersectional Approach," IJERPH, MDPI, vol. 19(13), pages 1-12, June.
    3. Penelope Love & Jillian Whelan & Colin Bell & Felicity Grainger & Cherie Russell & Meron Lewis & Amanda Lee, 2018. "Healthy Diets in Rural Victoria—Cheaper than Unhealthy Alternatives, Yet Unaffordable," IJERPH, MDPI, vol. 15(11), pages 1-16, November.
    4. Matthew Keeble & Jean Adams & Gary Sacks & Lana Vanderlee & Christine M. White & David Hammond & Thomas Burgoine, 2020. "Use of Online Food Delivery Services to Order Food Prepared Away-From-Home and Associated Sociodemographic Characteristics: A Cross-Sectional, Multi-Country Analysis," IJERPH, MDPI, vol. 17(14), pages 1-17, July.
    5. Allison Karpyn & Julia Pon & Sara B. Grajeda & Rui Wang & Kathryn E. Merritt & Tara Tracy & Henry May & Ginnie Sawyer-Morris & McKenna M. Halverson & Alan Hunt, "undated". "Understanding Impacts of SNAP Fruit and Vegetable Incentive Program at Farmers’ Markets: Findings from a 13 State RCT," Mathematica Policy Research Reports 58fb267eec9f41d49c708ff92, Mathematica Policy Research.

    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. Arnade, Carlos & Kuchler, Fred, 2015. "Measuring the Impacts of Off-Season Berry Imports," Economic Research Report 229201, United States Department of Agriculture, Economic Research Service.
    2. Yoon, Sungeun & McFadden, Brandon, 2018. "Demand Elasticity of Organic Fruits and Vegetables by Income," 2018 Annual Meeting, February 2-6, 2018, Jacksonville, Florida 266610, Southern Agricultural Economics Association.
    3. W. Erwin Diewert & Robert C. Feenstra, 2021. "Estimating the Benefits of New Products," NBER Chapters, in: Big Data for Twenty-First-Century Economic Statistics, pages 437-473, National Bureau of Economic Research, Inc.
    4. Hausman, Jerry A. & Leonard, Gregory K., 2005. "Using merger simulation models: Testing the underlying assumptions," International Journal of Industrial Organization, Elsevier, vol. 23(9-10), pages 693-698, December.
    5. Diewert, W, Erwin & Feenstra, Robert, 2017. "Estimating the Benefits and Costs of New and Disappearing Products," Microeconomics.ca working papers tina_marandola-2017-12, Vancouver School of Economics, revised 19 Dec 2017.
    6. Rose, Chelsea M. & Gupta, Shilpi & Buszkiewicz, James & Ko, Linda K. & Mou, Jin & Cook, Andrea & Moudon, Anne Vernez & Aggarwal, Anju & Drewnowski, Adam, 2020. "Small increments in diet cost can improve compliance with the Dietary Guidelines for Americans," Social Science & Medicine, Elsevier, vol. 266(C).
    7. Berning, Joshua P., 2010. "Voluntary Restrictions On Television Advertising For Carbonated Soft Drinks: The Impact On Consumer Demand," 115th Joint EAAE/AAEA Seminar, September 15-17, 2010, Freising-Weihenstephan, Germany 116418, European Association of Agricultural Economists.
    8. David Atkin & Benjamin Faber & Marco Gonzalez-Navarro, 2018. "Retail Globalization and Household Welfare: Evidence from Mexico," Journal of Political Economy, University of Chicago Press, vol. 126(1), pages 1-73.
    9. Metin Çakır & Joseph V. Balagtas & Abigail M. Okrent & Mariana Urbina‐Ramirez, 2021. "Effects of Package Size on Household Food Purchases," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 43(2), pages 781-801, June.
    10. Stijn Kelchtermans & Frank Verboven, 2007. "Reducing product diversity in higher education," Working Papers of Department of Economics, Leuven ces0726, KU Leuven, Faculty of Economics and Business (FEB), Department of Economics, Leuven.
    11. Juan Manuel Domínguez, 2015. "An Analysis of the Technological Structure of Refineries and Blenders: Estimation of the Leontief Multiproduct Cost Function and Reservation Prices," Revista Equidad y Desarrollo, Universidad de la Salle, May.
    12. He, Wentao & Hao, Xiaoli, 2023. "Competition and welfare effects of introducing new products into the new energy vehicle market: Empirical evidence from Tesla’s entry into the Chinese market," Transportation Research Part A: Policy and Practice, Elsevier, vol. 174(C).
    13. Diewert, Erwin & FOX, Kevin J. Fox & SCHREYER, Paul, 2017. "The Digital Economy, New Products and Consumer Welfare," Microeconomics.ca working papers erwin_diewert-2017-12, Vancouver School of Economics, revised 14 Dec 2017.
    14. Mathias Reynaert, 2021. "Abatement Strategies and the Cost of Environmental Regulation: Emission Standards on the European Car Market," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 88(1), pages 454-488.
    15. Joshua D. Angrist & Jörn-Steffen Pischke, 2010. "The Credibility Revolution in Empirical Economics: How Better Research Design Is Taking the Con out of Econometrics," Journal of Economic Perspectives, American Economic Association, vol. 24(2), pages 3-30, Spring.
    16. Keaton Miller & Boyoung Seo, 2021. "The Effect of Cannabis Legalization on Substance Demand and Tax Revenues," National Tax Journal, University of Chicago Press, vol. 74(1), pages 107-145.
    17. Markus Lampe & Paul Sharp, 2014. "Greasing the wheels of rural transformation? Margarine and the competition for the British butter market," Economic History Review, Economic History Society, vol. 67(3), pages 769-792, August.
    18. Federico Ciliberto & GianCarlo Moschini & Edward D. Perry, 2019. "Valuing product innovation: genetically engineered varieties in US corn and soybeans," RAND Journal of Economics, RAND Corporation, vol. 50(3), pages 615-644, September.
    19. Erik Brynjolfsson & Yu (Jeffrey) Hu & Michael D. Smith, 2003. "Consumer Surplus in the Digital Economy: Estimating the Value of Increased Product Variety at Online Booksellers," Management Science, INFORMS, vol. 49(11), pages 1580-1596, November.
    20. Inge Geyskens & Barbara Deleersnyder & Marnik G. Dekimpe & Didi Lin, 2024. "Do consumers benefit from national-brand listings by hard discounters?," Journal of the Academy of Marketing Science, Springer, vol. 52(1), pages 97-118, January.

    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:gam:jijerp:v:14:y:2017:i:11:p:1394-:d:119043. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    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.