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The Effect of Air Pollution on Food Preferences

Author

Listed:
  • Jingwen Liu

    (Harbin Institute of Technology)

  • Peng Zou

    (Harbin Institute of Technology)

  • Yu Ma

    (McGill University)

Abstract

Food preferences are often influenced by environmental cues such as temperature, scent, and sound. Although air pollution is a subtle but daily presence in consumers’ lives, a lack of marketing research exists on whether and how it affects food preferences. This article theorizes that as a natural stressor, air pollution can induce bad moods in people and in turn lead to an increase in unhealthy food preferences. We combine three complementary methodologies to test our hypotheses. Based on large-scale, daily search data, the results of our econometric analysis reveal that people are more prone to search for unhealthy foods when local air pollution is higher. A field study demonstrates that air pollution increases consumer purchases of unhealthy food. Finally, we validate the proposed mechanism through a randomized experiment.

Suggested Citation

  • Jingwen Liu & Peng Zou & Yu Ma, 2022. "The Effect of Air Pollution on Food Preferences," Journal of the Academy of Marketing Science, Springer, vol. 50(2), pages 410-423, March.
  • Handle: RePEc:spr:joamsc:v:50:y:2022:i:2:d:10.1007_s11747-021-00809-8
    DOI: 10.1007/s11747-021-00809-8
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    References listed on IDEAS

    as
    1. Peng Zou & Jingwen Liu, 2019. "How nutrition information influences online food sales," Journal of the Academy of Marketing Science, Springer, vol. 47(6), pages 1132-1150, November.
    2. Konstantin A. Kholodilin & Maximilian Podstawski & Boriss Siliverstovs, 2010. "Do Google Searches Help in Nowcasting Private Consumption?: A Real-Time Evidence for the US," Discussion Papers of DIW Berlin 997, DIW Berlin, German Institute for Economic Research.
    3. Fehr, Ryan & Yam, Kai Chi & He, Wei & Chiang, Jack Ting-Ju & Wei, Wu, 2017. "Polluted work: A self-control perspective on air pollution appraisals, organizational citizenship, and counterproductive work behavior," Organizational Behavior and Human Decision Processes, Elsevier, vol. 143(C), pages 98-110.
    4. Tanvi Gupta & Henrik Hagtvedt & Margaret C Campbell & Chris Janiszewski, 2021. "Safe Together, Vulnerable Apart: How Interstitial Space in Text Logos Impacts Brand Attitudes in Tight versus Loose Cultures," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 48(3), pages 474-491.
    5. Christopher Berry & Scot Burton & Elizabeth Howlett, 2017. "It’s only natural: the mediating impact of consumers’ attribute inferences on the relationships between product claims, perceived product healthfulness, and purchase intentions," Journal of the Academy of Marketing Science, Springer, vol. 45(5), pages 698-719, September.
    6. Pierre Chandon, 2013. "How Package Design and Packaged-based Marketing Claims Lead to Overeating," Applied Economic Perspectives and Policy, Agricultural and Applied Economics Association, vol. 35(1), pages 7-31.
    7. Pierre Dubois & Paulo Albuquerque & Olivier Allais & Céline Bonnet & Patrice Bertail & Pierre Combris & Saadi Lahlou & Natalie Rigal & Bernard Ruffieux & Pierre Chandon, 2021. "Effects of front-of-pack labels on the nutritional quality of supermarket food purchases: evidence from a large-scale randomized controlled trial," Journal of the Academy of Marketing Science, Springer, vol. 49(1), pages 119-138, January.
    8. Ying Liu & Yibing Chen & Sheng Wu & Geng Peng & Benfu Lv, 2015. "Composite leading search index: a preprocessing method of internet search data for stock trends prediction," Annals of Operations Research, Springer, vol. 234(1), pages 77-94, November.
    9. Chandon, Pierre & Wansink, Brian, 2011. "Is Food Marketing Making Us Fat? A Multi-Disciplinary Review," Foundations and Trends(R) in Marketing, now publishers, vol. 5(3), pages 113-196, July.
    10. Hyunyoung Choi & Hal Varian, 2012. "Predicting the Present with Google Trends," The Economic Record, The Economic Society of Australia, vol. 88(s1), pages 2-9, June.
    11. Jia Li & Charles C. Moul & Wanqing Zhang, 2017. "Hoping grey goes green: air pollution’s impact on consumer automobile choices," Marketing Letters, Springer, vol. 28(2), pages 267-279, June.
    12. Murray, Kyle B. & Di Muro, Fabrizio & Finn, Adam & Popkowski Leszczyc, Peter, 2010. "The effect of weather on consumer spending," Journal of Retailing and Consumer Services, Elsevier, vol. 17(6), pages 512-520.
    13. Chenxi Li & Xueming Luo & Cheng Zhang, 2017. "Sunny, Rainy, and Cloudy with a Chance of Mobile Promotion Effectiveness," Marketing Science, INFORMS, vol. 36(5), pages 762-779, September.
    14. Sun, Cong & Kahn, Matthew E. & Zheng, Siqi, 2017. "Self-protection investment exacerbates air pollution exposure inequality in urban China," Ecological Economics, Elsevier, vol. 131(C), pages 468-474.
    15. Jeremy Ginsberg & Matthew H. Mohebbi & Rajan S. Patel & Lynnette Brammer & Mark S. Smolinski & Larry Brilliant, 2009. "Detecting influenza epidemics using search engine query data," Nature, Nature, vol. 457(7232), pages 1012-1014, February.
    16. Wanyun Shao, 2016. "Are actual weather and perceived weather the same? Understanding perceptions of local weather and their effects on risk perceptions of global warming," Journal of Risk Research, Taylor & Francis Journals, vol. 19(6), pages 722-742, June.
    17. Pierre Chandon, 2013. "How Package Design and Packaged-based Marketing Claims Lead to Overeating," Applied Economic Perspectives and Policy, Agricultural and Applied Economics Association, vol. 35(1), pages 7-31.
    18. Zhang, Xin & Zhang, Xiaobo & Chen, Xi, 2017. "Happiness in the air: How does a dirty sky affect mental health and subjective well-being?," Journal of Environmental Economics and Management, Elsevier, vol. 85(C), pages 81-94.
    19. Pierre Chandon & Brian Wansink, 2007. "The Biasing Health Halos of Fast-Food Restaurant Health Claims: Lower Calorie Estimates and Higher Side-Dish Consumption Intentions," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 34(3), pages 301-314, June.
    20. Dipayan Biswas & Kaisa Lund & Courtney Szocs, 2019. "Sounds like a healthy retail atmospheric strategy: Effects of ambient music and background noise on food sales," Journal of the Academy of Marketing Science, Springer, vol. 47(1), pages 37-55, January.
    21. Konstantin Kholodilin & Maximilian Podstawski & Boriss Siliverstovs, 2010. "Do Google Searches Help in Nowcasting Private Consumption?," KOF Working papers 10-256, KOF Swiss Economic Institute, ETH Zurich.
    22. Q. Li & C.H. Peng, 2016. "The stock market effect of air pollution: evidence from China," Applied Economics, Taylor & Francis Journals, vol. 48(36), pages 3442-3461, August.
    23. Romain Cadario & Pierre Chandon, 2020. "Which Healthy Eating Nudges Work Best? A Meta-Analysis of Field Experiments," Marketing Science, INFORMS, vol. 39(3), pages 465-486, May.
    24. Iina Ikonen & Francesca Sotgiu & Aylin Aydinli & Peeter W. J. Verlegh, 2020. "Consumer effects of front-of-package nutrition labeling: an interdisciplinary meta-analysis," Journal of the Academy of Marketing Science, Springer, vol. 48(3), pages 360-383, May.
    25. Eduardo B. Andrade, 2005. "Behavioral Consequences of Affect: Combining Evaluative and Regulatory Mechanisms," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 32(3), pages 355-362, December.
    26. Pierre Dubois & Paulo Albuquerque & Olivier Allais & Céline Bonnet & Patrice Bertail & Pierre Combris & Saadi Lahlou & Natalie Rigal & Bernard Ruffieux & Pierre Chandon, 2020. "Effects of front-of-pack labels on the nutritional quality of supermarket food purchases: evidence from a large-scale randomized controlled trial," Post-Print hal-02562116, HAL.
    27. Tefft, Nathan, 2011. "Insights on unemployment, unemployment insurance, and mental health," Journal of Health Economics, Elsevier, vol. 30(2), pages 258-264, March.
    28. Selin Atalay & Margaret G. Meloy, 2011. "Retail therapy: A strategic effort to improve mood," Post-Print hal-00596836, HAL.
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