Evidence map›Paper›PMID 42240051›Full record

ArticleHealth promotion international2026

Income, food expenditure shares, and severe food insecurity in Australia across 21 waves of HILDA.

Alfredo R Paloyo, Katherine Kent, Alemayehu Gebremariam, Karen Charlton

Abstract read
In one paragraph

Article in Health promotion international, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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.

2 · The registry

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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Alfredo R PaloyoSchool of Business, Faculty of Arts, Society, and Business, University of Wollongong, 2 Northfields Avenue, Keiraville, NSW 2500, Australia.
Katherine KentSchool of Medical, Indigenous, and Health Sciences, Faculty of Science, Medicine, and Health, University of Wollongong, 2 Northfields Avenue, Keiraville, NSW 2500, Australia.ORCID 0000-0002-5330-7044
Alemayehu GebremariamSchool of Medical, Indigenous, and Health Sciences, Faculty of Science, Medicine, and Health, University of Wollongong, 2 Northfields Avenue, Keiraville, NSW 2500, Australia.
Karen CharltonSchool of Health Sciences, College of Health, Medicine, and Wellbeing, University of Newcastle, University Drive, Callaghan, NSW 2308, Australia.ORCID 0000-0002-8044-444X

Funding

Australian Research Council
6 · The paper itself

Abstract

This study aimed to examine the association between household income and severe food insecurity in Australia and to assess how income-related patterns vary across geographic scales. Using 21 waves (2001-2021) of the Household, Income, and Labour Dynamics in Australia (HILDA) survey, we measured severe food insecurity through reported meal skipping due to financial constraint and food-related economic pressure through the share of household income spent on food. All estimates were weighted using HILDA population weights matched to each outcome. At the national level, weighted prevalence of meal skipping was 3.6% over the pooled sample (3.4% in the most recent wave), with a pronounced income gradient: individuals in the lowest income percentiles had a predicted probability of meal skipping exceeding 7%, compared with <1% at the 95th percentile. Food expenditure share declined monotonically with rising income, with households in the lowest quintile spending more than 30% of equivalized income on food. Among those who ever reported meal skipping in the balanced panel, the experience was episodic for most (5.8% of respondents reported it in exactly one of 21 waves) but recurrent for a nontrivial minority (9.1% in two or more waves). We formally tested whether prevalence in the Illawarra Shoalhaven region differed from the national average and found no statistically significant difference (F = 1.01, P = 0.315), suggesting that the income-gradient finding generalizes across geographic contexts. Severe food insecurity in Australia is strongly and persistently patterned by income, reinforcing income adequacy as the central policy lever for reducing hunger in high-income settings.

Indexed as

Food InsecurityFood SupplyIncomeAustraliaFamily CharacteristicsHumansSocioeconomic FactorsSurveys and QuestionnairesAustraliafood insecurityhealth equityincome inequalitysocial determinants of health

Identifiers

PMID42240051
PMCPMC13234612

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.