Evidence map›Paper›PMID 41787764›Full record

ArticleBJPsych open2026

The combined association of individuals' psychological distress, mental health and smoking status with household expenditure.

Anita Lal, Shiva Ganjali, Nikki McCaffrey, Catherine Segan, Michelle Scollo, Mohammadreza Mohebbi

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

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1 · What the graph read from it

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Anita LalDeakin Health Economics, Institute for Health Transformation, Faculty of Health, https://ror.org/02czsnj07Deakin University, Geelong, Australia.ORCID https://orcid.org/0000-0001-6921-6617
Shiva GanjaliIMPACT-the Institute for Mental and Physical Health and Clinical Translation, Deakin University, Geelong, Australia.
Nikki McCaffreyDeakin Health Economics, Institute for Health Transformation, Faculty of Health, https://ror.org/02czsnj07Deakin University, Geelong, Australia.
Catherine SeganCancer Council Victoria, Melbourne, Australia.
Michelle ScolloCancer Council Victoria, Melbourne, Australia.
Mohammadreza MohebbiFaculty of Health, Deakin University, Geelong, Australia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundAdults with mental illness have higher smoking prevalence and face greater financial burdens from smoking compared with the general population.

aimsThis study explores how individuals' psychological distress and smoking status are jointly associated with household expenditure patterns in Australia.

methodDaily smokers and ex-smokers were compared using the Household, Income and Labour Dynamics in Australia Survey over three waves. Psychological distress was assessed with the Kessler Psychological Distress Scale (K10) and the mental health domain of Medical Outcomes Study Short-Form General Health Survey (SF-36 MHD). Household expenditure categories included alcohol, clothing, education, fuel, general insurance, medicines, health practitioners, groceries, meals eaten out, internet, utilities, public transport and rent. Regression models using the generalised estimating equation technique compared expenditure data, controlling for age, gender, household composition, socioeconomic position, education level and wave of data collection.

resultsSmokers and ex-smokers showed significant differences in expenditure across K10 psychological distress levels. At low and moderate distress levels, smokers spent more on alcohol and rent and less on insurance, health practitioners, meals out and medicines. At high distress levels, only education expenditure was significantly lower for smokers. Across SF-36 MHD tertiles, smokers spent less on education, insurance and medicine, but more on alcohol, especially at lower and moderate distress levels.

conclusionsSmoking cessation for those with moderate psychological distress may be associated with a reallocation of spending, benefiting both households and their local communities. Targeted interventions addressing smoking cessation and mental health are crucial for reducing financial and health inequities.

Indexed as

household expendituremental healthPsychological distresssmokingsmoking cessation

Identifiers

PMID41787764
PMCPMC13107326

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