Skip to main content
Top
Published in: Journal of the Academy of Marketing Science 2/2022

15-10-2021 | Original Empirical Research

The Effect of Air Pollution on Food Preferences

Authors: Jingwen Liu, Peng Zou, Yu Ma

Published in: Journal of the Academy of Marketing Science | Issue 2/2022

Log in

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

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.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Appendix
Available only for authorised users
Footnotes
1
The opposite can be argued for good mood. We have conducted a separate analysis using good mood. The results are consistent, i.e. opposite of that of bad mood. We relegate the related analysis to Web Appendix 2 to reduce repetition.
 
2
We also estimated both Study 1 and 2 using a dichotomous version of AQI (good vs. unhealthy). The results are robust.
 
3
We report all ratings in Web Appendix 4.
 
4
We performed a series of robustness checks, including using PM2.5 and PM10 to measure air pollution, using a dichotomous version of AQI, alternative standard error, 2SLS, and alternative construction of DV. The findings are robust. Please see Web Appendix 6-9 for details.
 
5
In the field study, the receipts only include packaged goods because supermarket fruit and vegetables are outsourced and consumers pay separately.
 
6
The correlation between air quality index and self-reported healthy (p = 0.41) and unhealthy preferences (p = 0.70) is not significant.
 
7
Some categories are not perceived as very healthy or very unhealthy, so we focused on the top food with unanimous perceptions. For example, people rated Jia Duo Bao drink as not strictly healthy or unhealthy.
 
8
We also estimated the model using perceived air quality and the dichotomous version of AQI (good vs. unhealthy). The results are robust. Please see Web Appendix 11 for details.
 
9
We also used good mood to measure participants’ affective response to specific air quality condition, and provided the results in Web Appendix 2.
 
10
The ratings are reported in Web Appendix 4.
 
11
The results are robust when excluding dieters.
 
Literature
go back to reference Andrade, E. B. (2005). Behavioral consequences of affect: Combining evaluative and regulatory mechanisms. Journal of Consumer Research, 32(3), 355–362.CrossRef Andrade, E. B. (2005). Behavioral consequences of affect: Combining evaluative and regulatory mechanisms. Journal of Consumer Research, 32(3), 355–362.CrossRef
go back to reference Atalay, A. S., & Meloy, M. G. (2011). Retail therapy: A strategic effort to improve mood. Psychology & Marketing, 28(6), 638–659.CrossRef Atalay, A. S., & Meloy, M. G. (2011). Retail therapy: A strategic effort to improve mood. Psychology & Marketing, 28(6), 638–659.CrossRef
go back to reference Bernstein, J. A., Alexis, N., Barnes, C., Bernstein, I. L., Nel, A., Peden, D., & Williams, P. B. (2004). Health effects of air pollution. Journal of Allergy and Clinical Immunology, 114(5), 1116–1123.CrossRef Bernstein, J. A., Alexis, N., Barnes, C., Bernstein, I. L., Nel, A., Peden, D., & Williams, P. B. (2004). Health effects of air pollution. Journal of Allergy and Clinical Immunology, 114(5), 1116–1123.CrossRef
go back to reference Berry, C., Burton, S., & Howlett, E. (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, 45(5), 698–719.CrossRef Berry, C., Burton, S., & Howlett, E. (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, 45(5), 698–719.CrossRef
go back to reference Biswas, D., Lund, K., & Szocs, C. (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, 47(1), 37–55.CrossRef Biswas, D., Lund, K., & Szocs, C. (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, 47(1), 37–55.CrossRef
go back to reference Cadario, R., & Chandon, P. (2020). Which healthy eating nudges work best? A meta-analysis of field experiments. Marketing Science, 39(3), 465–486.CrossRef Cadario, R., & Chandon, P. (2020). Which healthy eating nudges work best? A meta-analysis of field experiments. Marketing Science, 39(3), 465–486.CrossRef
go back to reference Carlesworth, E. A., & Nathan, R. G. (1984). Stress management: A comprehensive guide to wellness. Athenaeum. Carlesworth, E. A., & Nathan, R. G. (1984). Stress management: A comprehensive guide to wellness. Athenaeum.
go back to reference Chandon, P. (2013). How package design and packaged-based marketing claims lead to overeating. Applied Economic Perspectives & Policy, 35(1), 7–31.CrossRef Chandon, P. (2013). How package design and packaged-based marketing claims lead to overeating. Applied Economic Perspectives & Policy, 35(1), 7–31.CrossRef
go back to reference Chandon, P., & Wansink, B. (2011). Is food marketing making us fat? A multi-disciplinary review. Foundations and Trends in Marketing, 5(3), 113–196.CrossRef Chandon, P., & Wansink, B. (2011). Is food marketing making us fat? A multi-disciplinary review. Foundations and Trends in Marketing, 5(3), 113–196.CrossRef
go back to reference Chandon, P., & Wansink, B. (2007). The biasing health halos of fast food restaurant health claims: Lower calorie estimates and higher side-dish consumption intentions. Journal of Consumer Research, 34(3), 301–314.CrossRef Chandon, P., & Wansink, B. (2007). The biasing health halos of fast food restaurant health claims: Lower calorie estimates and higher side-dish consumption intentions. Journal of Consumer Research, 34(3), 301–314.CrossRef
go back to reference Cheema, A., & Patrick, V. M. (2012). Influence of warm versus cool temperatures on consumer choice: A resource depletion account. Journal of Marketing Research, 49(6), 984–995.CrossRef Cheema, A., & Patrick, V. M. (2012). Influence of warm versus cool temperatures on consumer choice: A resource depletion account. Journal of Marketing Research, 49(6), 984–995.CrossRef
go back to reference Chen, Z., Herting, M. M., Chatzi, L., et al. (2019). Regional and traffic-related air pollutants are associated with higher consumption of fast food and trans fat among adolescents. The American Journal of Clinical Nutrition., 109(1), 99–108.CrossRef Chen, Z., Herting, M. M., Chatzi, L., et al. (2019). Regional and traffic-related air pollutants are associated with higher consumption of fast food and trans fat among adolescents. The American Journal of Clinical Nutrition., 109(1), 99–108.CrossRef
go back to reference Chen, C. Y., & Pham, M. T. (2019). Affect regulation and consumer behavior. Consumer Psychology Review, 2(1), 114–144. Chen, C. Y., & Pham, M. T. (2019). Affect regulation and consumer behavior. Consumer Psychology Review, 2(1), 114–144.
go back to reference Choi, H., & Varian, H. (2012). Predicting the present with Google Trends. Economic record, 88, 2–9.CrossRef Choi, H., & Varian, H. (2012). Predicting the present with Google Trends. Economic record, 88, 2–9.CrossRef
go back to reference Cunningham, M. R. (1979). Weather, mood, and helping behavior: Quasi experiments with the sunshine samaritan. Journal of Personality and Social Psychology, 37(11), 1947.CrossRef Cunningham, M. R. (1979). Weather, mood, and helping behavior: Quasi experiments with the sunshine samaritan. Journal of Personality and Social Psychology, 37(11), 1947.CrossRef
go back to reference Dubois, P., Albuquerque, P., Allais, O., Bonnet, C., Bertail, P., Combris, P., Lahlou, S., Rigal, N., Ruffieux, B. & Chandon, P (2020). 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,49 (1), 119-138. Dubois, P., Albuquerque, P., Allais, O., Bonnet, C., Bertail, P., Combris, P., Lahlou, S., Rigal, N., Ruffieux, B. & Chandon, P (2020). 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,49 (1), 119-138.
go back to reference Evers, C., Dingemans, A., Junghans, A. F., & Boevé, A. (2018). Feeling bad or feeling good, does emotion affect your consumption of food? A meta-analysis of the experimental evidence. Neuroscience & Biobehavioral Reviews, 92, 195–208.CrossRef Evers, C., Dingemans, A., Junghans, A. F., & Boevé, A. (2018). Feeling bad or feeling good, does emotion affect your consumption of food? A meta-analysis of the experimental evidence. Neuroscience & Biobehavioral Reviews, 92, 195–208.CrossRef
go back to reference Fang, J., Hu, L., Hossin, M. A., Yang, J., & Shao, Y. (2019). Polluted online reviews: The effect of air pollution on reviewer behavior. International Journal of Electronic Commerce, 23(4), 557–594.CrossRef Fang, J., Hu, L., Hossin, M. A., Yang, J., & Shao, Y. (2019). Polluted online reviews: The effect of air pollution on reviewer behavior. International Journal of Electronic Commerce, 23(4), 557–594.CrossRef
go back to reference Fehr, R., Yam, K. C., He, W., Chiang, J. T. J., & Wei, W. (2017). Polluted work: A self-control perspective on air pollution appraisals, organizational citizenship, and counterproductive work behavior. Organizational Behavior and Human Decision Processes, 143, 98–110.CrossRef Fehr, R., Yam, K. C., He, W., Chiang, J. T. J., & Wei, W. (2017). Polluted work: A self-control perspective on air pollution appraisals, organizational citizenship, and counterproductive work behavior. Organizational Behavior and Human Decision Processes, 143, 98–110.CrossRef
go back to reference Folkman, S. (1984). Personal control and stress and coping processes: A theoretical analysis. Journal of Personality and Social Psychology, 46, 839–852.CrossRef Folkman, S. (1984). Personal control and stress and coping processes: A theoretical analysis. Journal of Personality and Social Psychology, 46, 839–852.CrossRef
go back to reference Folkman, S., & Lazarus, R. S. (1984). Stress, appraisal, and coping (pp. 150-153). Springer Publishing Company. Folkman, S., & Lazarus, R. S. (1984). Stress, appraisal, and coping (pp. 150-153). Springer Publishing Company.
go back to reference Folkman, S., & Lazarus, R. S. (1988). Coping as a mediator of emotion. Journal of Personality and Social Psychology, 54(3), 466.CrossRef Folkman, S., & Lazarus, R. S. (1988). Coping as a mediator of emotion. Journal of Personality and Social Psychology, 54(3), 466.CrossRef
go back to reference Ford, M. T., Jebb, A. T., Tay, L., & Diener, E. (2018). Internet searches for affect-related terms: An indicator of subjective well-being and predictor of health outcomes across US states and metro areas. Applied Psychology: Health and Well-Being, 10(1), 3–29. Ford, M. T., Jebb, A. T., Tay, L., & Diener, E. (2018). Internet searches for affect-related terms: An indicator of subjective well-being and predictor of health outcomes across US states and metro areas. Applied Psychology: Health and Well-Being, 10(1), 3–29.
go back to reference Forgas, J. P., Goldenberg, L., & Unkelbach, C. (2009). Can bad weather improve your memory? An unobtrusive field study of natural mood effects on real-life memory. Journal of Experimental Social Psychology, 45(1), 254–257.CrossRef Forgas, J. P., Goldenberg, L., & Unkelbach, C. (2009). Can bad weather improve your memory? An unobtrusive field study of natural mood effects on real-life memory. Journal of Experimental Social Psychology, 45(1), 254–257.CrossRef
go back to reference Garg, N., Wansink, B., & Inman, J. J. (2007). The influence of incidental affect on consumers’ food intake. Journal of Marketing, 71(1), 194–206.CrossRef Garg, N., Wansink, B., & Inman, J. J. (2007). The influence of incidental affect on consumers’ food intake. Journal of Marketing, 71(1), 194–206.CrossRef
go back to reference Ginsberg, J., Mohebbi, M. H., Patel, R. S., Brammer, L., Smolinski, M. S., & Brilliant, L. (2009). Detecting influenza epidemics using search engine query data. Nature, 457(7232), 1012–1014.CrossRef Ginsberg, J., Mohebbi, M. H., Patel, R. S., Brammer, L., Smolinski, M. S., & Brilliant, L. (2009). Detecting influenza epidemics using search engine query data. Nature, 457(7232), 1012–1014.CrossRef
go back to reference Gorn, G. J., Goldberg, M. E., & Basu, K. (1993). Mood, awareness, and product evaluation. Journal of Consumer Psychology, 2(3), 237–256.CrossRef Gorn, G. J., Goldberg, M. E., & Basu, K. (1993). Mood, awareness, and product evaluation. Journal of Consumer Psychology, 2(3), 237–256.CrossRef
go back to reference Govind, R., Garg, N., & Mittal, V. (2020). Weather, affect, and preference for hedonic products: The moderating role of gender. Journal of Marketing Research,57(4), 717-738. Govind, R., Garg, N., & Mittal, V. (2020). Weather, affect, and preference for hedonic products: The moderating role of gender. Journal of Marketing Research,57(4), 717-738.
go back to reference Gross, J. J. (1998). The emerging of emotion regulation: An integrative review. Review of General Psychology, 2(3), 271–299.CrossRef Gross, J. J. (1998). The emerging of emotion regulation: An integrative review. Review of General Psychology, 2(3), 271–299.CrossRef
go back to reference Gupta, T., & Hagtvedt, H. (2021). Safe together, vulnerable apart: How interstitial space in text logos impacts brand attitudes in tight versus loose cultures. Journal of Consumer Research. Gupta, T., & Hagtvedt, H. (2021). Safe together, vulnerable apart: How interstitial space in text logos impacts brand attitudes in tight versus loose cultures. Journal of Consumer Research.
go back to reference Hagen, L., Krishna, A., & McFerran, B. (2017). Rejecting responsibility: Low physical involvement in obtaining food promotes unhealthy eating. Journal of Marketing Research, 54(4), 589–604.CrossRef Hagen, L., Krishna, A., & McFerran, B. (2017). Rejecting responsibility: Low physical involvement in obtaining food promotes unhealthy eating. Journal of Marketing Research, 54(4), 589–604.CrossRef
go back to reference Hock, S. J., & Bagchi, R. (2017). The impact of crowding on calorie consumption. Journal of Consumer Research, 44(5), 1123–1140.CrossRef Hock, S. J., & Bagchi, R. (2017). The impact of crowding on calorie consumption. Journal of Consumer Research, 44(5), 1123–1140.CrossRef
go back to reference Hutzler, K., & Linton, K. (2012). Using online tools to estimate the geographic and demographic profile of potential business software piracy in China. International Journal of Intellectual Property Management, 5(3-4), 227–253.CrossRef Hutzler, K., & Linton, K. (2012). Using online tools to estimate the geographic and demographic profile of potential business software piracy in China. International Journal of Intellectual Property Management, 5(3-4), 227–253.CrossRef
go back to reference Ikonen, I., Sotgiu, F., Aydinli, A., & Verlegh, P. W. J. (2020). Consumer effects of front-of-package nutrition labeling: An interdisciplinary meta-analysis. Journal of the Academy of Marketing Science, 48(3), 360–383.CrossRef Ikonen, I., Sotgiu, F., Aydinli, A., & Verlegh, P. W. J. (2020). Consumer effects of front-of-package nutrition labeling: An interdisciplinary meta-analysis. Journal of the Academy of Marketing Science, 48(3), 360–383.CrossRef
go back to reference Jacquemin, B., Sunyer, J., Forsberg, B., Götschi, T., Bayer-Oglesby, L., Ackermann-Liebrich, U., & Künzli, N. (2007). Annoyance due to air pollution in Europe. International Journal of Epidemiology, 36(4), 809–820.CrossRef Jacquemin, B., Sunyer, J., Forsberg, B., Götschi, T., Bayer-Oglesby, L., Ackermann-Liebrich, U., & Künzli, N. (2007). Annoyance due to air pollution in Europe. International Journal of Epidemiology, 36(4), 809–820.CrossRef
go back to reference Kampa, M., & Castanas, E. (2008). Human health effects of air pollution. Environmental Pollution, 151(2), 362–367.CrossRef Kampa, M., & Castanas, E. (2008). Human health effects of air pollution. Environmental Pollution, 151(2), 362–367.CrossRef
go back to reference Kassarjian, H. H. (1971). Incorporating ecology into marketing strategy: The case of air pollution. Journal of Marketing, 35(3), 61–65.CrossRef Kassarjian, H. H. (1971). Incorporating ecology into marketing strategy: The case of air pollution. Journal of Marketing, 35(3), 61–65.CrossRef
go back to reference Kholodilin, K. A., Podstawski, M., & Siliverstovs, B. (2010). Do Google searches help in nowcasting private consumption? A real-time evidence for the US. KOF Swiss Economic Institute Working Paper, (256). Kholodilin, K. A., Podstawski, M., & Siliverstovs, B. (2010). Do Google searches help in nowcasting private consumption? A real-time evidence for the US. KOF Swiss Economic Institute Working Paper, (256).
go back to reference Lai, K., Lee, Y. X., Chen, H., & Yu, R. (2017). Research on web search behavior: How online query data inform social psychology. Cyberpsychology, Behavior, and Social Networking, 20(10), 596–602.CrossRef Lai, K., Lee, Y. X., Chen, H., & Yu, R. (2017). Research on web search behavior: How online query data inform social psychology. Cyberpsychology, Behavior, and Social Networking, 20(10), 596–602.CrossRef
go back to reference Lazarus, R. S. (1991). Emotion and adaptation. Oxford University Press. Lazarus, R. S. (1991). Emotion and adaptation. Oxford University Press.
go back to reference Li, C., Luo, X., Zhang, C., & Wang, X. (2017a). Sunny, rainy, and cloudy with a chance of mobile promotion effectiveness. Marketing Science, 36(5), 762–779.CrossRef Li, C., Luo, X., Zhang, C., & Wang, X. (2017a). Sunny, rainy, and cloudy with a chance of mobile promotion effectiveness. Marketing Science, 36(5), 762–779.CrossRef
go back to reference Li, J., Moul, C. C., & Zhang, W. (2017b). Hoping grey goes green: Air pollution’s impact on consumer automobile choices. Marketing Letters, 28(2), 267–279.CrossRef Li, J., Moul, C. C., & Zhang, W. (2017b). Hoping grey goes green: Air pollution’s impact on consumer automobile choices. Marketing Letters, 28(2), 267–279.CrossRef
go back to reference Li, Q., & Peng, C. H. (2016). The stock market effect of air pollution: Evidence from China. Applied Economics, 48(36), 3442–3461.CrossRef Li, Q., & Peng, C. H. (2016). The stock market effect of air pollution: Evidence from China. Applied Economics, 48(36), 3442–3461.CrossRef
go back to reference Liu, Y., Chen, Y., Wu, S., Peng, G., & Lv, B. (2015). Composite leading search index: A preprocessing method of internet search data for stock trends prediction. Annals of Operations Research, 234, 77–94.CrossRef Liu, Y., Chen, Y., Wu, S., Peng, G., & Lv, B. (2015). Composite leading search index: A preprocessing method of internet search data for stock trends prediction. Annals of Operations Research, 234, 77–94.CrossRef
go back to reference Lu, J. G. (2020). Air pollution: A systematic review of its psychological, economic, and social effects. Current opinion in psychology, 32, 52–65.CrossRef Lu, J. G. (2020). Air pollution: A systematic review of its psychological, economic, and social effects. Current opinion in psychology, 32, 52–65.CrossRef
go back to reference Lu, J. G., Lee, J. J., Gino, F., & Galinsky, A. D. (2018). Polluted morality: Air pollution predicts criminal activity and unethical behavior. Psychological Science, 29(3), 340–355.CrossRef Lu, J. G., Lee, J. J., Gino, F., & Galinsky, A. D. (2018). Polluted morality: Air pollution predicts criminal activity and unethical behavior. Psychological Science, 29(3), 340–355.CrossRef
go back to reference Ma, Y., Ailawadi, K. L., & Grewal, D. (2013). Soda versus cereal and sugar versus fat: Drivers of healthful food intake and the impact of diabetes diagnosis. Journal of Marketing, 77(3), 101–120.CrossRef Ma, Y., Ailawadi, K. L., & Grewal, D. (2013). Soda versus cereal and sugar versus fat: Drivers of healthful food intake and the impact of diabetes diagnosis. Journal of Marketing, 77(3), 101–120.CrossRef
go back to reference Mehta, A. J., Kubzansky, L. D., Coull, B. A., Kloog, I., Koutrakis, P., Sparrow, D., et al. (2015). Associations between air pollution and perceived stress: The Veterans Administration Normative Aging Study. Environmental Health, 14, 1–10.CrossRef Mehta, A. J., Kubzansky, L. D., Coull, B. A., Kloog, I., Koutrakis, P., Sparrow, D., et al. (2015). Associations between air pollution and perceived stress: The Veterans Administration Normative Aging Study. Environmental Health, 14, 1–10.CrossRef
go back to reference Moschis, G. P. (2007). Stress and consumer behavior. Journal of the Academy of Marketing Science, 35(3), 430–444.CrossRef Moschis, G. P. (2007). Stress and consumer behavior. Journal of the Academy of Marketing Science, 35(3), 430–444.CrossRef
go back to reference Motoki, K., Saito, T., Nouchi, R., Kawashima, R., & Sugiura, M. (2018). The paradox of warmth: Ambient warm temperature decreases preference for savory foods. Food Quality & Preference, 69, 1–9.CrossRef Motoki, K., Saito, T., Nouchi, R., Kawashima, R., & Sugiura, M. (2018). The paradox of warmth: Ambient warm temperature decreases preference for savory foods. Food Quality & Preference, 69, 1–9.CrossRef
go back to reference Murray, K. B., Muro, F. D., Finn, A., & Leszczyc, P. P. (2010). The effect of weather on consumer spending. Journal of Retailing & Consumer Services, 17(6), 512–520.CrossRef Murray, K. B., Muro, F. D., Finn, A., & Leszczyc, P. P. (2010). The effect of weather on consumer spending. Journal of Retailing & Consumer Services, 17(6), 512–520.CrossRef
go back to reference Nikolova, H. D., & Inman, J. J. (2015). Healthy choice: The effect of simplified point-of-sale nutritional information on consumer food choice behavior. Journal of Marketing Research, 52(6), 817–835.CrossRef Nikolova, H. D., & Inman, J. J. (2015). Healthy choice: The effect of simplified point-of-sale nutritional information on consumer food choice behavior. Journal of Marketing Research, 52(6), 817–835.CrossRef
go back to reference Oliver, G., Wardle, J., & Gibson, L. (2000). Stress and food choice: A laboratory study. Psychosomatic Medicine, 62, 853–865.CrossRef Oliver, G., Wardle, J., & Gibson, L. (2000). Stress and food choice: A laboratory study. Psychosomatic Medicine, 62, 853–865.CrossRef
go back to reference Oliver, G., & Wardle, J. (1999). Perceived effects of stress on food choice. Physiology and Behavior, 66(3), 511–515.CrossRef Oliver, G., & Wardle, J. (1999). Perceived effects of stress on food choice. Physiology and Behavior, 66(3), 511–515.CrossRef
go back to reference Osboda, K. E., Mann, T., Redden, J. P., & Vickers, Z. (2015). Using food to reduce stress: Effects of choosing meal components and preparing a meal. Food Quality and Preference, 39, 241–250.CrossRef Osboda, K. E., Mann, T., Redden, J. P., & Vickers, Z. (2015). Using food to reduce stress: Effects of choosing meal components and preparing a meal. Food Quality and Preference, 39, 241–250.CrossRef
go back to reference Pecoraro, N., Reyes, F., Gomez, F., Bhargava, A., & Dallman, M. F. (2004). Chronic stress promotes palatable feeding, which reduces signs of stress: Feedforward and feed-back effects of chronic stress. Endocrinology, 145(8), 3754–3762.CrossRef Pecoraro, N., Reyes, F., Gomez, F., Bhargava, A., & Dallman, M. F. (2004). Chronic stress promotes palatable feeding, which reduces signs of stress: Feedforward and feed-back effects of chronic stress. Endocrinology, 145(8), 3754–3762.CrossRef
go back to reference Power, M. C., Kioumourtzoglou, M. A., Hart, J. E., Okereke, O. I., & Weisskopf, M. G. (2015). The relation between past exposure to fine particulate air pollution and prevalent anxiety: Observational cohort study (p. 350). British Medical Journal. Power, M. C., Kioumourtzoglou, M. A., Hart, J. E., Okereke, O. I., & Weisskopf, M. G. (2015). The relation between past exposure to fine particulate air pollution and prevalent anxiety: Observational cohort study (p. 350). British Medical Journal.
go back to reference Preacher, K. J., & Hayes, A. F. (2004). SPSS and SAS procedures for estimating indirect effects in simple mediation models. Behavior Research Methods, Instruments, & Computers, 36(4), 717–731.CrossRef Preacher, K. J., & Hayes, A. F. (2004). SPSS and SAS procedures for estimating indirect effects in simple mediation models. Behavior Research Methods, Instruments, & Computers, 36(4), 717–731.CrossRef
go back to reference Pun, V. C., Manjourides, J., & Suh, H. (2017). Association of ambient air pollution with depressive and anxiety symptoms in older adults: Results from the NSHAP study. Environmental Health Perspectives, 125(3), 342–348.CrossRef Pun, V. C., Manjourides, J., & Suh, H. (2017). Association of ambient air pollution with depressive and anxiety symptoms in older adults: Results from the NSHAP study. Environmental Health Perspectives, 125(3), 342–348.CrossRef
go back to reference Raghunathan, R. R., & Trope, Y. (2002). Walking the tightrope between feeling good and being accurate: Mood as a resource in processing persuasive messages. Journal of Personality and Social Psychology, 83(3), 510–525.CrossRef Raghunathan, R. R., & Trope, Y. (2002). Walking the tightrope between feeling good and being accurate: Mood as a resource in processing persuasive messages. Journal of Personality and Social Psychology, 83(3), 510–525.CrossRef
go back to reference Rotton, J., & White, S. M. (1996). Air pollution, the sick building syndrome, and social behavior. Environment International, 22(1), 53–60.CrossRef Rotton, J., & White, S. M. (1996). Air pollution, the sick building syndrome, and social behavior. Environment International, 22(1), 53–60.CrossRef
go back to reference Sass, V., Kravitz-Wirtz, N., Karceski, S. M., Hajat, A., Crowder, K., & Takeuchi, D. (2017). The effects of air pollution on individual psychological distress. Health & Place, 48, 72–79.CrossRef Sass, V., Kravitz-Wirtz, N., Karceski, S. M., Hajat, A., Crowder, K., & Takeuchi, D. (2017). The effects of air pollution on individual psychological distress. Health & Place, 48, 72–79.CrossRef
go back to reference Shao, W. (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, 19(6), 722–742.CrossRef Shao, W. (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, 19(6), 722–742.CrossRef
go back to reference Shrout, P. E., & Bolger, N. (2002). Mediation in experimental and nonexperimental studies: New procedures and recommendations. Psychological Methods, 7(4), 422.CrossRef Shrout, P. E., & Bolger, N. (2002). Mediation in experimental and nonexperimental studies: New procedures and recommendations. Psychological Methods, 7(4), 422.CrossRef
go back to reference Spence, C., Puccinelli, N. M., Grewal, D., & Roggeveen, A. L. (2014). Store atmospherics: A multisensory perspective. Psychology & Marketing, 31(7), 472–488.CrossRef Spence, C., Puccinelli, N. M., Grewal, D., & Roggeveen, A. L. (2014). Store atmospherics: A multisensory perspective. Psychology & Marketing, 31(7), 472–488.CrossRef
go back to reference Sun, C., Kahn, M. E., & Zheng, S. (2017). Self-protection investment exacerbates air pollution exposure inequality in urban China. Ecological Economics, 131, 468–474.CrossRef Sun, C., Kahn, M. E., & Zheng, S. (2017). Self-protection investment exacerbates air pollution exposure inequality in urban China. Ecological Economics, 131, 468–474.CrossRef
go back to reference Talukdar, D., & Lindsey, C. (2013). To buy or not to buy: Consumers’ demand response patterns for healthy versus unhealthy food. Journal of Marketing, 77(2), 124–138.CrossRef Talukdar, D., & Lindsey, C. (2013). To buy or not to buy: Consumers’ demand response patterns for healthy versus unhealthy food. Journal of Marketing, 77(2), 124–138.CrossRef
go back to reference Tefft, N. (2011). Insights on unemployment, unemployment insurance, and mental health. Journal of Health Economics, 30(2), 258–264.CrossRef Tefft, N. (2011). Insights on unemployment, unemployment insurance, and mental health. Journal of Health Economics, 30(2), 258–264.CrossRef
go back to reference Thayer, R. E., Newman, R., & McClain, T. M. (1994). Self- regulation of mood: Strategies for changing a bad mood, raising energy, and reducing tension. Journal of Personality and Social Psychology, 67(5), 910–925.CrossRef Thayer, R. E., Newman, R., & McClain, T. M. (1994). Self- regulation of mood: Strategies for changing a bad mood, raising energy, and reducing tension. Journal of Personality and Social Psychology, 67(5), 910–925.CrossRef
go back to reference Tian, J., Zhang, Y., & Zhang, C. (2018). Predicting consumer variety-seeking through weather data analytics. Electronic Commerce Research and Applications, 28, 194–207.CrossRef Tian, J., Zhang, Y., & Zhang, C. (2018). Predicting consumer variety-seeking through weather data analytics. Electronic Commerce Research and Applications, 28, 194–207.CrossRef
go back to reference Tice, D. M., Bratslavsky, E., & Baumeister, R. F. (2001). Emotional distress regulation takes precedence over impulse control: If you feel bad, do it! Journal of Personality and Social Psychology, 80(1), 53.CrossRef Tice, D. M., Bratslavsky, E., & Baumeister, R. F. (2001). Emotional distress regulation takes precedence over impulse control: If you feel bad, do it! Journal of Personality and Social Psychology, 80(1), 53.CrossRef
go back to reference Zhang, X., Zhang, X., & Chen, X. (2017b). Happiness in the air: How does a dirty sky affect mental health and subjective well-being? Journal of Environmental Economics and Management, 85, 81–94.CrossRef Zhang, X., Zhang, X., & Chen, X. (2017b). Happiness in the air: How does a dirty sky affect mental health and subjective well-being? Journal of Environmental Economics and Management, 85, 81–94.CrossRef
go back to reference Zou, P., & Liu, J. (2019). How nutrition information influences online food sales. Journal of the Academy of Marketing Science, 47(6), 1132–1150.CrossRef Zou, P., & Liu, J. (2019). How nutrition information influences online food sales. Journal of the Academy of Marketing Science, 47(6), 1132–1150.CrossRef
Metadata
Title
The Effect of Air Pollution on Food Preferences
Authors
Jingwen Liu
Peng Zou
Yu Ma
Publication date
15-10-2021
Publisher
Springer US
Published in
Journal of the Academy of Marketing Science / Issue 2/2022
Print ISSN: 0092-0703
Electronic ISSN: 1552-7824
DOI
https://doi.org/10.1007/s11747-021-00809-8

Other articles of this Issue 2/2022

Journal of the Academy of Marketing Science 2/2022 Go to the issue

Conceptual/Theoretical Paper

Online influencer marketing