ArticleEuropean journal of clinical nutrition2021
Urban-regional patterns of food purchasing behaviour: a cross-sectional analysis of the 2015-2016 Australian Household Expenditure Survey.
Article in European journal of clinical nutrition, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 7 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
7 citing papers in PubMed.
- A multi-country citizen-science study on what makes us enjoy a cup of coffee.NPJ science of food · 2026Article
- Planning healthy food environments: An analysis of local government municipal public health and wellbeing policy in regional Victoria.Health promotion journal of Australia : official journal of Australian Association of Health Promotion Professionals · 2025Article
- Differences in Intakes of Select Nutrients by Urbanization Level in the United States Population 2 Years and Older, NHANES 2013-2018.The Journal of nutrition · 2024Article
- Association between total available nutritional quality and food expenditure in Peruvian households, 2019-2020.Cadernos de saude publica · 2023Article
- Using household economic survey data to assess food expenditure patterns and trends in a high-income country with notable health inequities.Scientific reports · 2022Article
- A Proposed Research Agenda for Promoting Healthy Retail Food Environments in the East Asia-Pacific Region.Current nutrition reports · 2021Review
- Effectiveness of Foodbank Western Australia'sInternational journal of environmental research and public health · 2021Article
Corrections and comments
- Erratum issued
Authors and funding
5 authors.
Funding
Abstract
BACKGROUND/
objectivesIn many high-income countries people living in regional (rural) areas have higher rates of chronic disease compared to people living in urban areas. Food purchasing behaviour provides a potential pathway linking residential location with dietary intake and health outcomes. This study examined the relationship between geographic location and food expenditure on a range of foods. SUBJECTS/
methodsData from the 2015-2016 Australian Household Expenditure Survey (number of households = 9827) were used to examine weekly household food expenditure and proportion of total food expenditure on 14 categories of food items. Foods were classified using the Australian Guide to Healthy Eating. Two-part models and zero-one inflated beta regression models were used to assess the association between geographic area and food expenditure.
resultsAverage proportion of total food expenditure on fruit was estimated to be more for households located in major cities compared to households located in inner and outer regional areas. Households located in inner and outer regional areas allocated less to fresh fruit, fish and meals out compared to households in major cities. Households located in inner regional areas allocated a greater proportion of their food budget to sweet cakes, biscuits, puddings, desserts, chocolate and ice-cream compared to households in major cities and outer regional areas.
conclusionsThe geographic patterns in food purchasing suggest those in regional areas may be at risk of diets less aligned with healthy guidelines. Given the findings of this study suggesting geographic differences in food purchasing, further research is warranted to enhance contextual understanding of food purchasing behaviours in regional areas.
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Identifiers
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Registered trials
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