Testing the impact of overt and covert ordering interventions on sustainable consumption choices: a randomised controlled trial
Testing ordering interventions: References
References for the report
- Bar-Hillel, M. (2015). Position Effects in Choice From Simultaneous Displays: A Conundrum Solved. Perspectives on Psychological Science, 10(4), 419–433. https://doi.org/10.1177/1745691615588092 (Opens in a new window)
- Bates, D., Kliegl, R., Vasishth, S., & Baayen, H. (2018). Parsimonious Mixed Models. ArXiv:1506.04967 [Stat]. http://arxiv.org/abs/1506.04967 (Opens in a new window)
- Blackford, B. (2021). Nudging interventions on sustainable food consumption: A systematic review. The Journal of Population and Sustainability, 5. https://doi.org/10.3197/jps.2021.5.2.17 (Opens in a new window)
- Bovens, L. (2009). The Ethics of Nudge. In T. Grüne-Yanoff & S. O. Hansson (Eds.), Preference Change: Approaches from Philosophy, Economics and Psychology (pp. 207–219). Springer Netherlands. https://doi.org/10.1007/978-90-481-2593-7_10 (Opens in a new window)
- Bruns, H., Kantorowicz-Reznichenko, E., Klement, K., Luistro Jonsson, M., & Rahali, B. (2018). Can nudges be transparent and yet effective? Journal of Economic Psychology, 65, 41–59. https://doi.org/10.1016/j.joep.2018.02.002 (Opens in a new window)
- Bruns, H., & Paunov, Y. (2021). Why Policymakers Should Be Transparent About the Behavioural Interventions They Use: A Systematic, Policy-Oriented Review (SSRN Scholarly Paper ID 3948978). Social Science Research Network. https://doi.org/10.2139/ssrn.3948978 (Opens in a new window)
- Bunten, A., Porter, L., Sanders, J. G., Sallis, A., Riches, S. P., Schaik, P. V., González-Iraizoz, M., Chadborn, T., & Forwood, S. (2021). A randomised experiment of health, cost and social norm message frames to encourage acceptance of swaps in a simulation online supermarket. PLOS ONE, 16(2), e0246455. https://doi.org/10.1371/journal.pone.0246455 (Opens in a new window)
- Bunten, A., Shute, B., Golding, S. E., Charlton, C., Porter, L., Willis, Z., Gold, N., Saei, A., Tempest, B., Sritharan, N., Arambepola, R., Yau, A., & Chadborn, T. (2022). Encouraging healthier grocery purchases online: A randomised controlled trial and lessons learned. Nutrition Bulletin, 0(0), 1–13. https://doi.org/10.1111/nbu.12552 (Opens in a new window)
- Cheung, T. T. L., Gillebaart, M., Kroese, F. M., Marchiori, D., Fennis, B. M., & De Ridder, D. T. D. (2019). Cueing healthier alternatives for take-away: A field experiment on the effects of (disclosing) three nudges on food choices. BMC Public Health, 19(1), 974. https://doi.org/10.1186/s12889-019-7323-y (Opens in a new window)
- Dayan, E., & Bar-Hillel, M. (2011). Nudge to nobesity II: Menu positions influence food orders. Judgment and Decision Making, 6, 333–342. Department of Health and Social Care. (2016). Front of Pack nutrition labelling guidance. (Opens in a new window)(gov.uk)
- Dimbleby, H. (2021). National Food Strategy: The Plan [Independent Review]. https://www.nationalfoodstrategy.org/wp-content/uploads/2021/07/National-Food-Strategy-The-Plan-1.pdf (Opens in a new window)
- Ensaff, H. (2021). A nudge in the right direction: The role of food choice architecture in changing populations’ diets. Proceedings of the Nutrition Society, 80(2), 195–206. https://doi.org/10.1017/S0029665120007983 (Opens in a new window)
- Food Standards Agency. (2019). The Food and You Survey—Wave 5 (p. 96). Food Standards Agency. (Opens in a new window) (gov.uk)
- Forwood, S. E., Ahern, A. L., Marteau, T. M., & Jebb, S. A. (2015). Offering within-category food swaps to reduce energy density of food purchases: A study using an experimental online supermarket. International Journal of Behavioral Nutrition and Physical Activity, 12(1), 85. https://doi.org/10.1186/s12966-015-0241-1 (Opens in a new window)
- Fox, E. L., Davis, C., Downs, S. M., McLaren, R., & Fanzo, J. (2021). A focused ethnographic study on the role of health and sustainability in food choice decisions. Appetite, 165, 105319. https://doi.org/10.1016/j.appet.2021.105319 (Opens in a new window)
- Ghvanidze, S., Velikova, N., Dodd, T., & Oldewage-Theron, W. (2017). A discrete choice experiment of the impact of consumers’ environmental values, ethical concerns, and health consciousness on food choices: A cross-cultural analysis. British Food Journal, 119(4), 863–881. https://doi.org/10.1108/BFJ-07-2016-0342 (Opens in a new window)
- Goodwin, T. (2012). Why We Should Reject ‘Nudge.’ Politics, 32(2), 85–92. https://doi.org/10.1111/j.1467-9256.2012.01430.x (Opens in a new window)
- Grunert, K. G., Hieke, S., & Wills, J. (2014). Sustainability labels on food products: Consumer motivation, understanding and use. Food Policy, 44, 177–189. https://doi.org/10.1016/j.foodpol.2013.12.001 (Opens in a new window)
- Heard, H., & Bogdan, A. (2021). Healthy and sustainable diets consumer poll (p. 15). Food Standards Agency. (Opens in a new window) (gov.uk)
- Hollands, G. J., Carter, P., Anwer, S., King, S. E., Jebb, S. A., Ogilvie, D., Shemilt, I., Higgins, J. P. T., & Marteau, T. M. (2019). Altering the availability or proximity of food, alcohol, and tobacco products to change their selection and consumption. Cochrane Database of Systematic Reviews, 9. https://doi.org/10.1002/14651858.CD012573.pub3 (Opens in a new window)
- Hong, S.-M., & Faedda, S. (1996). Refinement of the Hong Psychological Reactance Scale. Educational and Psychological Measurement, 56(1), 173–182. https://doi.org/10.1177/0013164496056001014 (Opens in a new window)
- Huang, A., Barzi, F., Huxley, R., Denyer, G., Rohrlach, B., Jayne, K., & Neal, B. (2006). The Effects on Saturated Fat Purchases of Providing Internet Shoppers with Purchase- Specific Dietary Advice: A Randomised Trial. PLOS Clinical Trials, 1(5), e22. https://doi.org/10.1371/journal.pctr.0010022 (Opens in a new window)
- Jaeger, T. F. (2008). Categorical data analysis: Away from ANOVAs (transformation or not) and towards logit mixed models. Journal of Memory and Language, 59(4), 434–446. https://doi.org/10.1016/j.jml.2007.11.007 (Opens in a new window)
- Jansen, L., van Kleef, E., & Van Loo, E. J. (2021). The use of food swaps to encourage healthier online food choices: A randomized controlled trial. International Journal of Behavioral Nutrition and Physical Activity, 18(1), 156. https://doi.org/10.1186/s12966-021-01222-8 (Opens in a new window)
- Kabacoff, R. (2011). R in action: Data analysis and graphics with R (2., corr. printing). Manning.
- Kause, A., Bruine de Bruin, W., Millward-Hopkins, J., & Olsson, H. (2019). Public perceptions of how to reduce carbon footprints of consumer food choices. Environmental Research Letters, 14(11), 114005. https://doi.org/10.1088/1748-9326/ab465d (Opens in a new window)
- Koutoukidis, D. A., Jebb, S. A., Ordóñez-Mena, J. M., Noreik, M., Tsiountsioura, M., Kennedy, S., Payne-Riches, S., Aveyard, P., & Piernas, C. (2019). Prominent positioning and food swaps are effective interventions to reduce the saturated fat content of the shopping basket in an experimental online supermarket: A randomized controlled trial. International Journal of Behavioral Nutrition and Physical Activity, 16(1), 50. https://doi.org/10.1186/s12966-019-0810-9 (Opens in a new window)
- Kroese, F. M., Marchiori, D. R., & de Ridder, D. T. D. (2016). Nudging healthy food choices: A field experiment at the train station. Journal of Public Health, 38(2), e133–e137. https://doi.org/10.1093/pubmed/fdv096 (Opens in a new window)
- Langen, N., Ohlhausen, P., Steinmeier, F., Friedrich, S., Engelmann, T., Speck, M., Damerau, K., Bienge, K., Rohn, H., & Teitscheid, P. (2022). Nudges for more sustainable food choices in the out-of-home catering sector applied in real-world labs. Resources, Conservation and Recycling, 180, 106167. https://doi.org/10.1016/j.resconrec.2022.106167 (Opens in a new window)
- Loewenstein, G., Bryce, C., Hagmann, D., & Rajpal, S. (2015). Warning: You are about to be nudged. Behavioral Science & Policy, 1, 35–42.
- Matuschek, H., Kliegl, R., Vasishth, S., Baayen, H., & Bates, D. (2017). Balancing Type I error and power in linear mixed models. Journal of Memory and Language, 94, 305–315. https://doi.org/10.1016/j.jml.2017.01.001 (Opens in a new window)
- Maynard, N. (2021, March 29). How to help shoppers navigate healthier food choices online. https://www.igd.com/articles/article-viewer/t/how-to-help-shoppers-navi… (Opens in a new window)
- McKevitt, F. (2022, March 29). Inflation starting to drive grocery behaviour as pandemic loosens hold on Brits. https://www.kantar.com/inspiration/inflation/2022-wp-inflation-starting… (Opens in a new window)
- Michaelsen, P., Nyström, L., Luke, T. J., & Hedesström, M. (2021). Downstream consequences of disclosing defaults: Influences on perceptions of choice architects and subsequent behavior. Comprehensive Results in Social Psychology, 0(0), 1–24. https://doi.org/10.1080/23743603.2021.1983720 (Opens in a new window)
- Michie, S., van Stralen, M. M., & West, R. (2011). The behaviour change wheel: A new method for characterising and designing behaviour change interventions. Implementation Science, 6(1), 42. https://doi.org/10.1186/1748-5908-6-42 (Opens in a new window)
- Mueller, M., Shonkoff, E., Folta, S., Anzman-Frasca, S., & Economos, C. (2020). Orders of Healthier Adult Menu Items in a Full-Service Restaurant Chain with a Healthier Children’s Menu. Nutrients, 12. https://doi.org/10.3390/nu12113253 (Opens in a new window)
- Nakagawa, S., Johnson, P. C. D., & Schielzeth, H. (2017). The coefficient of determination R2 and intra-class correlation coefficient from generalized linear mixed-effects models revisited and expanded. Journal of The Royal Society Interface, 14(134), 20170213. https://doi.org/10.1098/rsif.2017.0213 (Opens in a new window)
- Noggle, R. (2018). Manipulation, salience, and nudges. Bioethics, 32(3), 164–170. https://doi.org/10.1111/bioe.12421 (Opens in a new window)
- Oliver, A. (2013). From Nudging to Budging: Using Behavioural Economics to Inform Public Sector Policy. Journal of Social Policy, 42(4), 685–700. https://doi.org/10.1017/S0047279413000299 (Opens in a new window)
- Osman, M., & Jenkins, S. (2021). Consumer responses to food labelling [Rapid evidence review]. The Food Standards Agency.
- Paunov, Y., Wänke, M., & Vogel, T. (2020). Combining defaults and transparency information to increase policy compliance. Social Psychology, 51(5), 354–359. https://doi.org/10.1027/1864-9335/a000419 (Opens in a new window)
- Poore J. & Nemecek T. (2018). Reducing food’s environmental impacts through producers and consumers. Science, 360(6392), 987–992. https://doi.org/10.1126/science.aaq0216 (Opens in a new window)
- R Core Team. (2021). R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. https://www.R-project.org/ (Opens in a new window)
- Riet, J. van’t, Sijtsema, S. J., Dagevos, H., & De Bruijn, G.-J. (2011). The importance of habits in eating behaviour. An overview and recommendations for future research. Appetite, 57(3), 585–596. https://doi.org/10.1016/j.appet.2011.07.010 (Opens in a new window)
- RStudio Team. (2021). RStudio: Integrated Development Environment for R. RStudio, PBC, Boston, MA. http://www.rstudio.com/ (Opens in a new window)
- Schmidtke, K. A., Watson, D. G., Roberts, P., & Vlaev, I. (2019). Menu positions influence soft drink selection at touchscreen kiosks. Psychology & Marketing, 36(10), 964–970. https://doi.org/10.1002/mar.21248 (Opens in a new window)
- Shakeri, G., & McCallum, C. H. (2021). Envirofy your Shop: Development of a Real-time Tool to Support Eco-friendly Food Purchases Online. Extended Abstracts of the 2021 CHI Conference on Human Factors in Computing Systems, 1–10. https://doi.org/10.1145/3411763.3451713 (Opens in a new window)
- Skinner, G. (2019). Climate change and the weather. Ipsos MORI. https://www.ipsos.com/en-uk/concern-about-climate-change-reaches-record… (Opens in a new window)
- Steffel, M., Williams, E. F., & Pogacar, R. (2016). Ethically Deployed Defaults: Transparency and Consumer Protection through Disclosure and Preference Articulation. Journal of Marketing Research, 53(5), 865–880. https://doi.org/10.1509/jmr.14.0421 (Opens in a new window)
- Stuber, J. M., Lakerveld, J., Kievitsbosch, L. W., Mackenbach, J. D., & Beulens, J. W. J. (2022). Nudging customers towards healthier food and beverage purchases in a real-life online supermarket: A multi-arm randomized controlled trial. BMC Medicine, 20, 10. https://doi.org/10.1186/s12916-021-02205-z (Opens in a new window)
- Thaler, R. H., & Sunstein, C. R. (2009). Nudge: Improving decisions about health, wealth, and happiness (Rev. and expanded ed). Penguin Books.
- The Institute of Grocery Distribution. (2021, July 1). UK retail food and grocery market growth to slow sharply in the short term, according to latest IGD market forecasts. https://www.igd.com/articles/article-viewer/t/uk-retail-food-and-grocer… (Opens in a new window)
- Wachner, J., Adriaanse, M., & De Ridder, D. (2020). The influence of nudge transparency on the experience of autonomy. Comprehensive Results in Social Psychology, 0(0), 1–15. https://doi.org/10.1080/23743603.2020.1808782 (Opens in a new window)
- Wisdom, J., Downs, J. S., & Loewenstein, G. (2010). Promoting Healthy Choices: Information versus Convenience. American Economic Journal: Applied Economics, 2(2), 164–178. https://doi.org/10.1257/app.2.2.164 (Opens in a new window)
- Zhuo, S., Ratajczak, M., Gold, N., & Thornton, K. (2022, March 7). Does whether an ordering intervention is overt or covert affect sustainable consumption choices in online supermarkets: a randomised controlled trial. Retrieved from osf.io/ehd2j
Revision log
Published: 28 February 2023
Last updated: 28 February 2024