Gambling consumption and socio-demographic characteristics among help-seekers with gambling-related debt

Aims: Indebtedness is prevalent among people with gambling problems. However, little research has focused on socio-demographic characteristics and gambling consumption patterns of individuals who finance their gambling with loans. This study aims to identify how debt-financed gambling is associated with socio-demographics and gambling consumption among help-seekers in Finland. Methods: We analysed gambling consumption and socio-demographic characteristics among help-seekers who use debt money to gamble. The analysis is based on data collected by the Finnish gambling helpline Peluuri across 2019–2022 ( N = 4202). We used ridge regression with bootstrap analysis to conduct the analysis. Results: 39.11 % of help-seekers reported gambling with debt money. Gambling with debt was the most prevalent in 2019 and reduced in subsequent years, most notably after 2020. Gambling-related debt was more prevalent among 35- to 54-year-old people and those active in the labour market. Online gambling and poker were associated with debt. Conclusions: The results show that risk factors for gambling-related indebtedness may be different than risk factors for gambling disorder and other harms. Interventions are needed to limit the possibility of accumulating gambling-related debt. Notably, population-level interventions, such as financial literacy campaigns and limiting the availability of instant loans and harmful gambling products, are needed to protect public health.

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Publication Details

Journal
Scandinavian Journal of Public Health
Published
2026-10-08
DOI
https://doi.org/10.1177/14034948261488598
Primary Topic
Gambling Behavior and Treatments
Type
article
Field-Weighted Citation Impact
0.00
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article

Gambling consumption and socio-demographic characteristics among help-seekers with gambling-related debt

Virve Marionneau, Nina Jokirinne, Sara Havuaho, Aino Lahtinen
Scandinavian Journal of Public Health
Gambling Behavior and Treatments
article

Gambling consumption and socio-demographic characteristics among help-seekers with gambling-related debt

Virve Marionneau, Nina Jokirinne, Sara Havuaho, Aino Lahtinen
article en

Abstract

Aims: Indebtedness is prevalent among people with gambling problems. However, little research has focused on socio-demographic characteristics and gambling consumption patterns of individuals who finance their gambling with loans. This study aims to identify how debt-financed gambling is associated with socio-demographics and gambling consumption among help-seekers in Finland. Methods: We analysed gambling consumption and socio-demographic characteristics among help-seekers who use debt money to gamble. The analysis is based on data collected by the Finnish gambling helpline Peluuri across 2019–2022 ( N = 4202). We used ridge regression with bootstrap analysis to conduct the analysis. Results: 39.11 % of help-seekers reported gambling with debt money. Gambling with debt was the most prevalent in 2019 and reduced in subsequent years, most notably after 2020. Gambling-related debt was more prevalent among 35- to 54-year-old people and those active in the labour market. Online gambling and poker were associated with debt. Conclusions: The results show that risk factors for gambling-related indebtedness may be different than risk factors for gambling disorder and other harms. Interventions are needed to limit the possibility of accumulating gambling-related debt. Notably, population-level interventions, such as financial literacy campaigns and limiting the availability of instant loans and harmful gambling products, are needed to protect public health.

Scandinavian Journal of Public Health
University of Helsinki (FI)
Openalex Percentile: Top 8%
Gambling Behavior and Treatments
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Gambling consumption and socio-demographic characteristics among help-seekers with gambling-related debt — Virve Marionneau, Nina Jokirinne, et al. · Scandinavian Journal of Public Health (2026) | TGRS Research Map | TGRS