Granheim SI, Løvhaug AL, Terragni L, Torheim LE, Thurston M. Mapping the digital food environment: a systematic scoping review. Obes Rev. 2022;23:e13356.
Google Scholar
Fernandez MA, Raine KD. Digital food retail: public health opportunities. Nutrients. 2021;13:3789.
Google Scholar
Keeble M, Adams J, Bishop TRP, Burgoine T. Socioeconomic inequalities in food outlet access through an online food delivery service in England: a cross-sectional descriptive analysis. Appl Geogr. 2021;133:102498.
Google Scholar
Guo Y, Xin F, Li X. The market impacts of sharing economy entrants: evidence from USA and China. Electron Commer Res. 2020;20:629–49.
Google Scholar
Statista. Meal delivery—worldwide. 2024. https://www.statista.com/outlook/emo/online-food-delivery/meal-delivery/worldwide.
Business of Apps. Food delivery app revenue and usage statistics 2024. 2024. https://www.businessofapps.com/data/food-delivery-app-market/.
Partridge SR, Gibson AA, Roy R, Malloy JA, Raeside R, Jia SS. et al. Junk food on demand: a cross-sectional analysis of the nutritional quality of popular online food delivery outlets in Australia and New Zealand. Nutrients. 2020;12:3107.
Google Scholar
Poelman MP, Thornton L, Zenk SN. A cross-sectional comparison of meal delivery options in three international cities. Eur J Clin Nutr. 2020;74:1465–73.
Google Scholar
Wang C, Korai A, Jia SS, Allman-Farinelli M, Chan V, Roy R, et al. Hunger for home delivery: cross-sectional analysis of the nutritional quality of complete menus on an online food delivery platform in Australia. Nutrients. 2021;13:905.
Google Scholar
Jia SS, Todd AR, Vanderlee L, Farrell P, Allman-Farinelli M, Sacks G, et al. Offline to online: a systematic mapping review of evidence to inform nutrition-related policies applicable to online food delivery platforms. BMC Med. 2024;22:542.
Google Scholar
Boutayeb A, Twizell EH, Achouayb K, Chetouani A. A mathematical model for the burden of diabetes and its complications. Biomed Eng Online. 2004;3:20.
Google Scholar
Melaku YA, Renzaho A, Gill TK, Taylor AW, Dal Grande E, de Courten B, et al. Burden and trend of diet-related non-communicable diseases in Australia and comparison with 34 OECD countries, 1990-2015: findings from the Global Burden of Disease Study 2015. Eur J Nutr. 2019;58:1299–313.
Google Scholar
United Nations. UN Decade of Action on Nutrition: United Nations. 2016. https://www.un.org/nutrition/about.
United Nations. United Nations Decade of Action on Nutrition: Mid-term Review Foresight paper. 2020.
Keeble M, Adams J, Burgoine T. Investigating experiences of frequent online food delivery service use: a qualitative study in UK adults. BMC Public Health. 2022;22:1365.
Google Scholar
Gupta A, Sacks G, Cameron AJ, Huggins CE, Peeters A, Backholer K, et al. Use of online food delivery services among adults in five countries from the International Food Policy Study 2018–2021. Prev Med Rep. 2024;43:102766.
Google Scholar
Jia SS, Raeside R, Sainsbury E, Wardak S, Phongsavan P, Redfern J, et al. Use of online food retail platforms throughout the COVID-19 pandemic and associated diet-related chronic disease risk factors: a systematic review of emerging evidence. Obes Rev. 2024;25:e13720.
Google Scholar
Brar K, Minaker LM. Geographic reach and nutritional quality of foods available from mobile online food delivery service applications: novel opportunities for retail food environment surveillance. BMC Public Health. 2021;21:458.
Google Scholar
Bennett R, Keeble M, Zorbas C, Sacks G, Driessen C, Grigsby-Duffy L. et al. The potential influence of the digital food retail environment on health: a systematic scoping review of the literature. Obes Rev. 2023;25:e13671
Google Scholar
Roy Morgan. Meal delivery services now used by over 7 million Australians after strong growth during the pandemic: Roy Morgan. 2022. https://www.roymorgan.com/findings/meal-delivery-services-now-used-by-over-7-million-australians-after-strong-growth-during-the-pandemic.
Craigie AM, Lake AA, Kelly SA, Adamson AJ, Mathers JC. Tracking of obesity-related behaviours from childhood to adulthood: a systematic review. Maturitas. 2011;70:266–84.
Google Scholar
Neufeld LM, Andrade EB, Ballonoff Suleiman A, Barker M, Beal T, Blum LS, et al. Food choice in transition: adolescent autonomy, agency, and the food environment. Lancet. 2022;399:185–97.
Google Scholar
Johnson W, Li L, Kuh D, Hardy R. How has the age-related process of overweight or obesity development changed over time? Co-ordinated analyses of individual participant data from five United Kingdom birth cohorts. PLoS Med. 2015;12:e1001828.
Google Scholar
Story M, French S. Food advertising and marketing directed at children and adolescents in the US. Int J Behav Nutr Phys Act. 2004;1:3.
Google Scholar
Jia SS, Allman-Farinelli M, Roy R, Phongsavan P, Hyun K, Gibson AA, et al. Using mobile ecological momentary assessment to understand consumption and context around online food delivery use: pilot feasibility and acceptability study. JMIR Mhealth Uhealth. 2023;11:e49135.
Google Scholar
Fagherazzi G, Bour C, Ahne A. Emulating a virtual digital cohort study based on social media data as a complementary approach to traditional epidemiology: when, what for, and how? Diabetes Epidemiol Manag. 2022;7:100085.
Google Scholar
Ayers JW, Poliak A, Beros NT, Paul M, Dredze M, Hogarth M, et al. A digital cohort approach for social media monitoring: a cohort study of people who vape E-cigarettes. Am J Prev Med. 2024;67:147–54.
Google Scholar
Lytle LA. Measuring the food environment: state of the science. Am J Prev Med. 2009;36:S134–44.
Google Scholar
Caspi CE, Sorensen G, Subramanian SV, Kawachi I. The local food environment and diet: a systematic review. Health Place. 2012;18:1172–87.
Google Scholar
Gamba RJ, Schuchter J, Rutt C, Seto EY. Measuring the food environment and its effects on obesity in the United States: a systematic review of methods and results. J Community Health. 2015;40:464–75.
Google Scholar
Gordon-Larsen P. Food availability/convenience and obesity. Adv Nutr. 2014;5:809–17.
Google Scholar
Cobb LK, Appel LJ, Franco M, Jones-Smith JC, Nur A, Anderson CAM. The relationship of the local food environment with obesity: a systematic review of methods, study quality, and results. Obesity. 2015;23:1331–44.
Google Scholar
Larsen K, Gilliland J. Mapping the evolution of ‘food deserts’ in a Canadian city: supermarket accessibility in London, Ontario, 1961–2005. Int J Health Geogr. 2008;7:16.
Google Scholar
Jia SS, Luo X, Gibson AA, Partridge SR. Developing the DIGIFOOD dashboard to monitor the digitalization of local food environments: interdisciplinary approach. JMIR Public Health Surveill. 2024;10:e59924.
Google Scholar
Thornton LE, Lamb KE, Ball K. Fast food restaurant locations according to socioeconomic disadvantage, urban–regional locality, and schools within Victoria, Australia. SSM Popul Health. 2016;2:1–9.
Google Scholar
Maguire ER, Burgoine T, Monsivais P. Area deprivation and the food environment over time: a repeated cross-sectional study on takeaway outlet density and supermarket presence in Norfolk, UK, 1990–2008. Health Place. 2015;33:142–7.
Google Scholar
Hetz K, Weerasinghe N, Rippin H, Wickramasinghe K, Zhiteneva O, Usman MA, et al. The development and potential of a digital out of home food environment monitoring platform. Nutrients. 2023;15:3887.
Google Scholar
Vanderlee L, Sacks G. Recommended nutrition-related practices for online food delivery companies. Public Health Nutr. 2023;26:3343–8.
Google Scholar
Bates S, Reeve B, Trevena H. A narrative review of online food delivery in Australia: challenges and opportunities for public health nutrition policy. Public Health Nutr. 2023;26:262–72.
Google Scholar
Cassano S, Jia A, Gibson AA, Partridge SR, Chan V, Farrell P, et al. Benchmarking online food delivery applications against menu labelling laws: a cross-sectional observational analysis. Public Health Nutr. 2024;27:e101.
Google Scholar
de Lacy-Vawdon C, Vandenberg B, Livingstone C. Power and other commercial determinants of health: an empirical study of the Australian food, alcohol, and gambling industries. Int J Health Policy Manag. 2023;12:7723.
Google Scholar
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