Skip to main content
Top
Published in: BMC Public Health 1/2024

Open Access 01-12-2024 | Research

The association between health-related quality of life and problem gambling severity: a cross-sectional analysis of the Health Survey for England

Authors: Esther Moore, Robert Pryce, Hazel Squires, Elizabeth Goyder

Published in: BMC Public Health | Issue 1/2024

Login to get access

Abstract

Background

Problem gambling can lead to health-related harms, such as poor mental health and suicide. In the UK there is interest in introducing guidance around effective and cost-effective interventions to prevent harm from gambling. There are no estimates of the health state utilities associated with problem gambling severity from the general population in the UK. These are required to determine the cost-effectiveness of interventions. This study aims to use an indirect elicitation method to estimate health state utilities, using the EQ-5D, for various levels of problem gambling and gambling-related harm.

Methods

We used the Health Survey for England to estimate EQ-5D-derived health state utilities associated with the different categories of the Problem Gambling Severity Index (PGSI), PGSI score and a 7-item PGSI-derived harms variable. Propensity score matching was used to create a matched dataset with respect to risk factors for problem gambling and regression models were used to estimate the EQ-5D-derived utility score and the EQ-5D domain score whilst controlling for key comorbidities. Further exploratory analysis was performed to look at the relationship between problem gambling and the individual domains of the EQ-5D.

Results

We did not find any significant attributable decrements to health state utility for any of the PGSI variables (categories, score and 7-item PGSI derived harms variable) when key comorbidities were controlled for. However, we did find a significant association between the 7-item PGSI derived harms variable and having a higher score (worse health) in the anxiety/depression domain of the EQ-5D, when comorbidities were controlled for.

Conclusions

This study found no significant association between problem gambling severity and HRQoL measured by the EQ-5D when controlling for comorbidities. There might be several reasons for this including that this might reflect the true relationship between problem gambling and HRQoL, the sample size in this study was insufficient to detect a significant association, the PGSI is insufficient for measuring gambling harm, or the EQ-5D is not sensitive enough to detect the changes in HRQoL caused by gambling. Further research into each of these possibilities is needed to understand more about the relationship between problem gambling severity and HRQoL.
Appendix
Available only for authorised users
Literature
1.
go back to reference Johnstone P, Regan M. Gambling harm is everybody’s business: a public health approach and call to action. Public Health. 2020;1(184):63–6.CrossRef Johnstone P, Regan M. Gambling harm is everybody’s business: a public health approach and call to action. Public Health. 2020;1(184):63–6.CrossRef
2.
go back to reference Health TLP. Gambling: a neglected public health issue. Lancet Public Health. 2021;6(1):e1.CrossRef Health TLP. Gambling: a neglected public health issue. Lancet Public Health. 2021;6(1):e1.CrossRef
3.
go back to reference Office For Health Improvement and Disparities. The economic cost of gambling-related harm in England: evidence update 2023. 2023. Office For Health Improvement and Disparities. The economic cost of gambling-related harm in England: evidence update 2023. 2023.
10.
go back to reference Arnold D, Girling A, Stevens A, Lilford R. Comparison of direct and indirect methods of estimating health state utilities for resource allocation: review and empirical analysis. BMJ. 2009;22(339):b2688.CrossRef Arnold D, Girling A, Stevens A, Lilford R. Comparison of direct and indirect methods of estimating health state utilities for resource allocation: review and empirical analysis. BMJ. 2009;22(339):b2688.CrossRef
11.
go back to reference Brazier J, Roberts J, Tsuchiya A, Busschbach J. A comparison of the EQ-5D and SF-6D across seven patient groups. Health Econ. 2004;13(9):873–84.CrossRefPubMed Brazier J, Roberts J, Tsuchiya A, Busschbach J. A comparison of the EQ-5D and SF-6D across seven patient groups. Health Econ. 2004;13(9):873–84.CrossRefPubMed
12.
go back to reference Browne M, Bellringer M, Greer N, Kolandai-Matchett K, Rawat V, Langham E, Rockloff M, et al. Measuring the burden of gambling harm in New Zealand. Wellington: Ministry of Health; 2017. Browne M, Bellringer M, Greer N, Kolandai-Matchett K, Rawat V, Langham E, Rockloff M, et al. Measuring the burden of gambling harm in New Zealand. Wellington: Ministry of Health; 2017.
13.
go back to reference Rawat V, Browne M, Bellringer M, Greer N, Kolandai-Matchett K, Rockloff M, et al. A tale of two countries: comparing disability weights for gambling problems in New Zealand and Australia. Qual Life Res. 2018;27(9):2361–71.CrossRefPubMed Rawat V, Browne M, Bellringer M, Greer N, Kolandai-Matchett K, Rockloff M, et al. A tale of two countries: comparing disability weights for gambling problems in New Zealand and Australia. Qual Life Res. 2018;27(9):2361–71.CrossRefPubMed
14.
go back to reference Moayeri F. A reference set of Health State Utility Values for gambling problem behaviour, a survey of the Australian general population: implications for future healthcare evaluations. Expert Rev Pharmacoecon Outcomes Res. 2020;20(1):115–24.CrossRefPubMed Moayeri F. A reference set of Health State Utility Values for gambling problem behaviour, a survey of the Australian general population: implications for future healthcare evaluations. Expert Rev Pharmacoecon Outcomes Res. 2020;20(1):115–24.CrossRefPubMed
16.
go back to reference Wynne HJ. Introducing the Canadian problem gambling index. 2002. Wynne HJ. Introducing the Canadian problem gambling index. 2002.
19.
go back to reference Herdman M, Gudex C, Lloyd A, Janssen M, Kind P, Parkin D, et al. Development and preliminary testing of the new five-level version of EQ-5D (EQ-5D-5L). Qual Life Res Int J Qual Life Asp Treat Care Rehabil. 2011;20(10):1727–36.CrossRef Herdman M, Gudex C, Lloyd A, Janssen M, Kind P, Parkin D, et al. Development and preliminary testing of the new five-level version of EQ-5D (EQ-5D-5L). Qual Life Res Int J Qual Life Asp Treat Care Rehabil. 2011;20(10):1727–36.CrossRef
20.
go back to reference Devlin NJ, Shah KK, Feng Y, Mulhern B, van Hout B. Valuing health-related quality of life: an EQ-5D-5L value set for England. Health Econ. 2018;27(1):7–22.CrossRefPubMed Devlin NJ, Shah KK, Feng Y, Mulhern B, van Hout B. Valuing health-related quality of life: an EQ-5D-5L value set for England. Health Econ. 2018;27(1):7–22.CrossRefPubMed
21.
go back to reference Langham E, Thorne H, Browne M, Donaldson P, Rose J, Rockloff M. Understanding gambling related harm: a proposed definition, conceptual framework, and taxonomy of harms. BMC Public Health. 2015;16(1):80.CrossRef Langham E, Thorne H, Browne M, Donaldson P, Rose J, Rockloff M. Understanding gambling related harm: a proposed definition, conceptual framework, and taxonomy of harms. BMC Public Health. 2015;16(1):80.CrossRef
22.
go back to reference Bonfils NA, Aubin HJ, Benyamina A, Limosin F, Luquiens A. Quality of life instruments used in problem gambling studies: a systematic review and a meta-analysis. Neurosci Biobehav Rev. 2019;1(104):58–72.CrossRef Bonfils NA, Aubin HJ, Benyamina A, Limosin F, Luquiens A. Quality of life instruments used in problem gambling studies: a systematic review and a meta-analysis. Neurosci Biobehav Rev. 2019;1(104):58–72.CrossRef
23.
go back to reference Subramaniam M, Abdin E, Vaingankar JA, Wong KE, Chong SA. Comorbid physical and mental illnesses among pathological gamblers: results from a population based study in Singapore. Psychiatry Res. 2015;227(2):198–205.CrossRefPubMed Subramaniam M, Abdin E, Vaingankar JA, Wong KE, Chong SA. Comorbid physical and mental illnesses among pathological gamblers: results from a population based study in Singapore. Psychiatry Res. 2015;227(2):198–205.CrossRefPubMed
24.
go back to reference Lahti T, Halme JT, Pankakoski M, Sinclair D, Alho H. Treatment of pathological gambling with naltrexone pharmacotherapy and brief intervention: a pilot study. Psychopharmacol Bull. 2010;43(3):35–44.PubMed Lahti T, Halme JT, Pankakoski M, Sinclair D, Alho H. Treatment of pathological gambling with naltrexone pharmacotherapy and brief intervention: a pilot study. Psychopharmacol Bull. 2010;43(3):35–44.PubMed
25.
go back to reference Browne M, Rawat V, Newall P, Begg S, Rockloff M, Hing N. A framework for indirect elicitation of the public health impact of gambling problems. BMC Public Health. 2020;20(1):1717.CrossRefPubMedPubMedCentral Browne M, Rawat V, Newall P, Begg S, Rockloff M, Hing N. A framework for indirect elicitation of the public health impact of gambling problems. BMC Public Health. 2020;20(1):1717.CrossRefPubMedPubMedCentral
27.
go back to reference Raisamo SU, Mäkelä P, Salonen AH, Lintonen TP. The extent and distribution of gambling harm in Finland as assessed by the Problem Gambling Severity Index. Eur J Public Health. 2015;25(4):716–22.CrossRefPubMed Raisamo SU, Mäkelä P, Salonen AH, Lintonen TP. The extent and distribution of gambling harm in Finland as assessed by the Problem Gambling Severity Index. Eur J Public Health. 2015;25(4):716–22.CrossRefPubMed
28.
go back to reference Young MM, Hodgins DC, Currie SR, Brunelle N, Dufour M, Flores-Pajot MC, et al. Not too much, not too often, and not too many: the results of the first large-scale, international project to develop lower-risk gambling guidelines. Int J Ment Health Addict. 2022. https://doi.org/10.1007/s11469-022-00896-w. Cited 2022 Aug 22. Young MM, Hodgins DC, Currie SR, Brunelle N, Dufour M, Flores-Pajot MC, et al. Not too much, not too often, and not too many: the results of the first large-scale, international project to develop lower-risk gambling guidelines. Int J Ment Health Addict. 2022. https://​doi.​org/​10.​1007/​s11469-022-00896-w. Cited 2022 Aug 22.
31.
go back to reference Browne M, Goodwin BC, Rockloff MJ. Validation of the Short Gambling Harm Screen (SGHS): a tool for assessment of harms from gambling. J Gambl Stud. 2018;34(2):499–512.CrossRefPubMed Browne M, Goodwin BC, Rockloff MJ. Validation of the Short Gambling Harm Screen (SGHS): a tool for assessment of harms from gambling. J Gambl Stud. 2018;34(2):499–512.CrossRefPubMed
32.
go back to reference Tulloch C, Hing N, Browne M, Rockloff M. How gambling problems relate to health and wellbeing in Australian households: evidence from the household income and labour dynamics of Australia survey. Addict Behav. 2023;1(137):107538.CrossRef Tulloch C, Hing N, Browne M, Rockloff M. How gambling problems relate to health and wellbeing in Australian households: evidence from the household income and labour dynamics of Australia survey. Addict Behav. 2023;1(137):107538.CrossRef
33.
go back to reference Brazier J, Peasgood T, Mukuria C, Marten O, Kreimeier S, Luo N, et al. The EQ-HWB: overview of the development of a measure of health and wellbeing and key results. Value Health J Int Soc Pharmacoeconomics Outcomes Res. 2022;25(4):482–91.CrossRef Brazier J, Peasgood T, Mukuria C, Marten O, Kreimeier S, Luo N, et al. The EQ-HWB: overview of the development of a measure of health and wellbeing and key results. Value Health J Int Soc Pharmacoeconomics Outcomes Res. 2022;25(4):482–91.CrossRef
35.
go back to reference J E, J N, W H, R B. Quality of Life Enjoyment and Satisfaction Questionnaire: a new measure. Psychopharmacol Bull. 1993;29(2):321–6. J E, J N, W H, R B. Quality of Life Enjoyment and Satisfaction Questionnaire: a new measure. Psychopharmacol Bull. 1993;29(2):321–6.
36.
go back to reference Frisch MB, Cornell J, Villanueva M, Retzlaff PJ. Clinical validation of the Quality of Life Inventory. A measure of life satisfaction for use in treatment planning and outcome assessment. Psychol Assess. 1992;4(1):92–101. Frisch MB, Cornell J, Villanueva M, Retzlaff PJ. Clinical validation of the Quality of Life Inventory. A measure of life satisfaction for use in treatment planning and outcome assessment. Psychol Assess. 1992;4(1):92–101.
37.
go back to reference Cummins RA, Eckersley R, Pallant J, Van Vugt J, Misajon R. Developing a national index of subjective wellbeing: The Australian Unity Wellbeing Index. Soc Indic Res. 2003;64(2):159–90. Cummins RA, Eckersley R, Pallant J, Van Vugt J, Misajon R. Developing a national index of subjective wellbeing: The Australian Unity Wellbeing Index. Soc Indic Res. 2003;64(2):159–90.
38.
go back to reference Swanton TB, Gainsbury SM. Debt stress partly explains the relationship between problem gambling and comorbid mental health problems. Soc Sci Med. 2020;1(265):113476.CrossRef Swanton TB, Gainsbury SM. Debt stress partly explains the relationship between problem gambling and comorbid mental health problems. Soc Sci Med. 2020;1(265):113476.CrossRef
Metadata
Title
The association between health-related quality of life and problem gambling severity: a cross-sectional analysis of the Health Survey for England
Authors
Esther Moore
Robert Pryce
Hazel Squires
Elizabeth Goyder
Publication date
01-12-2024
Publisher
BioMed Central
Published in
BMC Public Health / Issue 1/2024
Electronic ISSN: 1471-2458
DOI
https://doi.org/10.1186/s12889-024-17816-3

Other articles of this Issue 1/2024

BMC Public Health 1/2024 Go to the issue