Evidence map›Paper›PMID 36076210›Full record

ArticleBMC public health2022

Household expenditure of smokers and ex-smokers across socioeconomic groups: results from a large nationwide Australian longitudinal survey.

Anita Lal, Mohammadreza Mohebi, Sarah L White, Michelle Scollo, Nikki McCaffrey

Abstract read
In one paragraph

Article in BMC public health, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
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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

5 authors.

Anita LalDeakin Health Economics, Institute for Health Transformation, Deakin University, Geelong, Australia. anita.lal@deakin.edu.au.
Mohammadreza MohebiBiostatistics Unit, Faculty of Health, Deakin University, Geelong, Australia.
Sarah L WhiteQuit, Cancer Council Victoria, Melbourne, Australia.
Michelle ScolloQuit, Cancer Council Victoria, Melbourne, Australia.
Nikki McCaffreyDeakin Health Economics, Institute for Health Transformation, Deakin University, Geelong, Australia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundCountries with best practice tobacco control measures have experienced significant reductions in smoking prevalence, but socioeconomic inequalities remain. Spending on tobacco products, particularly by low-income groups can negatively affect expenditure on other goods and services. This study aims to compare the household expenditure of adults who smoke tobacco products and those who formerly smoked across socioeconomic groups.

methodsDaily smokers and ex-smokers were compared using the Household, Income and Labour Dynamics in Australia Survey, over 7 waves. Adults who never smoked were not included. Participants were continuing sample members across waves. Mean number of participants per wave was 2505, 25% were smokers and 75% ex-smokers. The expenditure variables investigated included tobacco products, alcohol, motor vehicle fuel, health practitioners, insurance, education, and meals eaten out. Regression models using the generalized estimating equation technique were employed to compare expenditure data aggregated across the waves by Socioeconomic Index for Areas (SEIFA) quintiles of relative socio-economic advantage/disadvantage while accounting for within-participant autocorrelation. Quintiles are ranked by information such as the income, occupation and access to material and social resources of the residents.

resultsSmokers from all quintiles spent significantly less per year on meals out, education and insurance than ex-smokers (p < 0.001). Smokers from quintiles 2-5 spent less on groceries, medicines, and health practitioners (p < 0.01). Smokers from quintiles 1 and 2 (most disadvantaged), spent less on motor vehicle fuel than ex-smokers ($280;95%CI: $126-$434), ($213;95%CI: $82-$344). Smokers from quintiles 2 and 3 spent more on alcohol ($212;95%CI: $86-$339), ($231.8;95%CI: $94-$370) than ex-smokers. Smokers from the least disadvantaged groups spent less on clothing than ex-smokers ($348;95%CI: $476-$221), ($501; 95%CI: $743-$258). Across the whole sample, smokers spent more than ex-smokers on alcohol ($230;95%CI:$95-$365) and less on meals out ($361;95%CI:$216-$379), groceries ($529;95%CI:$277-$781), education ($456;95%CI:$288-$624), medicine ($71;95%CI:$38-$104), health practitioners ($345;95%CI:$245-$444) and insurance ($318;95%CI:$229-$407).

conclusionsSmoking cessation leads to reallocation of spending across all socioeconomic groups, which could have positive impacts on households and their local communities. Less spending on alcohol by ex-smokers across the whole sample could indicate a joint health improvement associated with smoking cessation.

Indexed as

Ex-SmokersSmokersAdultAustraliaHealth ExpendituresHumansLongitudinal StudiesSocioeconomic FactorsHousehold expenditureQuittersSmokersSmoking cessation

Identifiers

PMID36076210
PMCPMC9461138

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Registered trials

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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.