Skip to main content
Top
Published in: BMC Public Health 1/2023

Open Access 01-12-2023 | Public Health | Research

Is the association between alcohol use and sickness absence modified by socioeconomic position? findings from the Stockholm public health cohort

Authors: Jonas Landberg, Emelie Thern

Published in: BMC Public Health | Issue 1/2023

Login to get access

Abstract

Background

The distribution of sickness absence tends to be socially patterned less is however known about the underlying mechanisms and pathways of the social gradient found in sickness absence. The present study aims to investigate (i) if the risk function between average volume of alcohol consumption and sickness absence is modified by socio-economic position (SEP), and (ii) whether such an effect modification can be attributed to differences in drinking patterns and other risk factors including other lifestyle behaviours, health status, and working conditions.

Methods

The study was based on data from the Stockholm public health cohort 2006, with an analytical sample of 13 855 respondents aged 18–64 years. Self-reported information on occupational class (a measure of SEP), alcohol consumption, other lifestyle behaviour, health and working conditions was collected from the survey. The outcome of long-term (> 14 days) sickness absence between 2006 and 2008 was obtained from national registers. Negative binomial regression was used to estimate the Incidence Rate Ratios (IRR) with 95% confidence intervals (CI).

Results

In the initial analyses, heavy drinking manual workers had a 5-fold increased risk of long-term sickness absence compared to non-manual employees who were moderate drinkers, and approximately 60% of the excess risk among heavy drinking manual workers was attributable to an interaction between alcohol use and SEP. Adjusting for working conditions was associated with the largest attenuation of the risk estimate, compared to other lifestyle behaviors and health. In the fully adjusted model, the IRR was further attenuated for the manual workers and the joint effect of SEP and heavy drinking remained in the final model with an attributable proportion of 49%.

Conclusions

Individuals in Sweden with lower levels of SEP appear to be more vulnerable to alcohol consumption in relation to sickness absence, where differences in working conditions explained a large part but not all of the differential vulnerability.
Literature
1.
go back to reference Nososco. Sickness Absence in the Nordic Countries. Copenhagen, Denmark 2015. Nososco. Sickness Absence in the Nordic Countries. Copenhagen, Denmark 2015.
2.
go back to reference Skandia. The societal cost of long-term sick leave: SEK 66 billion. [In Swedish: Samhällskostnaden för längre sjukskrivningar: 66 miljarder kronor.] 2021. Skandia. The societal cost of long-term sick leave: SEK 66 billion. [In Swedish: Samhällskostnaden för längre sjukskrivningar: 66 miljarder kronor.] 2021.
3.
go back to reference Allebeck P, Mastekaasa A, Chapter. 5. Risk factors for sick leave-general studies. Scand J Public Health. 2004;32(63_suppl):49–108. Allebeck P, Mastekaasa A, Chapter. 5. Risk factors for sick leave-general studies. Scand J Public Health. 2004;32(63_suppl):49–108.
4.
go back to reference Fuhrer R, Shipley MJ, Chastang J-F, Schmaus A, Niedhammer I, Stansfeld SA, et al. Socioeconomic position, health, and possible explanations: a tale of two cohorts. Am J Public Health. 2002;92(8):1290–4.CrossRefPubMedPubMedCentral Fuhrer R, Shipley MJ, Chastang J-F, Schmaus A, Niedhammer I, Stansfeld SA, et al. Socioeconomic position, health, and possible explanations: a tale of two cohorts. Am J Public Health. 2002;92(8):1290–4.CrossRefPubMedPubMedCentral
5.
go back to reference Christensen KB, Labriola M, Lund T, Kivimäki M. Explaining the social gradient in long-term sickness absence: a prospective study of danish employees. J Epidemiol Community Health. 2008;62(2):181–3.CrossRefPubMed Christensen KB, Labriola M, Lund T, Kivimäki M. Explaining the social gradient in long-term sickness absence: a prospective study of danish employees. J Epidemiol Community Health. 2008;62(2):181–3.CrossRefPubMed
6.
go back to reference Löve J, Hensing G, Holmgren K, Torén K. Explaining the social gradient in sickness absence: a study of a general working population in Sweden. BMC Public Health. 2013;13(1):1–9.CrossRef Löve J, Hensing G, Holmgren K, Torén K. Explaining the social gradient in sickness absence: a study of a general working population in Sweden. BMC Public Health. 2013;13(1):1–9.CrossRef
7.
go back to reference Jørgensen MB, Thygesen LC, Becker U, Tolstrup JS. Alcohol consumption and risk of unemployment, sickness absence and disability pension in Denmark: a prospective cohort study. Addiction. 2017;112(10):1754–64.CrossRefPubMed Jørgensen MB, Thygesen LC, Becker U, Tolstrup JS. Alcohol consumption and risk of unemployment, sickness absence and disability pension in Denmark: a prospective cohort study. Addiction. 2017;112(10):1754–64.CrossRefPubMed
8.
go back to reference Schou L, Moan IS. Alcohol use–sickness absence association and the moderating role of gender and socioeconomic status: a literature review. Drug Alcohol Rev. 2016;35(2):158–69.CrossRefPubMed Schou L, Moan IS. Alcohol use–sickness absence association and the moderating role of gender and socioeconomic status: a literature review. Drug Alcohol Rev. 2016;35(2):158–69.CrossRefPubMed
9.
go back to reference Amiri S, Behnezhad S. Alcohol consumption and sick leave: a meta-analysis. J Addict Dis. 2020;38(2):100–12.CrossRefPubMed Amiri S, Behnezhad S. Alcohol consumption and sick leave: a meta-analysis. J Addict Dis. 2020;38(2):100–12.CrossRefPubMed
10.
go back to reference Probst C, Kilian C, Sanchez S, Lange S, Rehm J. The role of alcohol use and drinking patterns in socioeconomic inequalities in mortality: a systematic review. The Lancent Public Health. 2020;5(6):E324–E32.CrossRef Probst C, Kilian C, Sanchez S, Lange S, Rehm J. The role of alcohol use and drinking patterns in socioeconomic inequalities in mortality: a systematic review. The Lancent Public Health. 2020;5(6):E324–E32.CrossRef
11.
go back to reference Peña S, Mäkelä P, Valdivia G, Helakorpi S, Markkula N, Margozzini P, et al. Socioeconomic inequalities in alcohol consumption in Chile and Finland. Drug Alcohol Depend. 2017;173:24–30.CrossRefPubMed Peña S, Mäkelä P, Valdivia G, Helakorpi S, Markkula N, Margozzini P, et al. Socioeconomic inequalities in alcohol consumption in Chile and Finland. Drug Alcohol Depend. 2017;173:24–30.CrossRefPubMed
12.
go back to reference Landberg J, Hemmingsson T, Sydén L, Ramstedt M. The contribution of alcohol use, other lifestyle factors and working conditions to socioeconomic differences in sickness absence. Eur Addict Res. 2020;26(1):40–51.CrossRefPubMed Landberg J, Hemmingsson T, Sydén L, Ramstedt M. The contribution of alcohol use, other lifestyle factors and working conditions to socioeconomic differences in sickness absence. Eur Addict Res. 2020;26(1):40–51.CrossRefPubMed
13.
go back to reference Katikireddi SV, Whitley E, Lewsey J, Gray L, Leyland AH. Socioeconomic status as an effect modifier of alcohol consumption and harm: analysis of linked cohort data. The Lancet Public Health. 2017;2(6):e267–e76.CrossRefPubMedPubMedCentral Katikireddi SV, Whitley E, Lewsey J, Gray L, Leyland AH. Socioeconomic status as an effect modifier of alcohol consumption and harm: analysis of linked cohort data. The Lancet Public Health. 2017;2(6):e267–e76.CrossRefPubMedPubMedCentral
14.
go back to reference Bellis MA, Hughes K, Nicholls J, Sheron N, Gilmore I, Jones L. The alcohol harm paradox: using a national survey to explore how alcohol may disproportionately impact health in deprived individuals. BMC Public Health. 2016;16(1):1–10.CrossRef Bellis MA, Hughes K, Nicholls J, Sheron N, Gilmore I, Jones L. The alcohol harm paradox: using a national survey to explore how alcohol may disproportionately impact health in deprived individuals. BMC Public Health. 2016;16(1):1–10.CrossRef
15.
go back to reference Thern E, Landberg J. Understanding the differential effect of alcohol consumption on the relation between socio-economic position and alcohol‐related health problems: results from the Stockholm Public Health Cohort. Addiction. 2021;116(4):799–808.CrossRefPubMed Thern E, Landberg J. Understanding the differential effect of alcohol consumption on the relation between socio-economic position and alcohol‐related health problems: results from the Stockholm Public Health Cohort. Addiction. 2021;116(4):799–808.CrossRefPubMed
16.
go back to reference Christensen HN, Diderichsen F, Hvidtfeldt UA, Lange T, Andersen PK, Osler M, et al. Joint effect of Alcohol Consumption and Educational Level on Alcohol-related medical events. Epidemiology. 2017;28(6):872–9.CrossRefPubMed Christensen HN, Diderichsen F, Hvidtfeldt UA, Lange T, Andersen PK, Osler M, et al. Joint effect of Alcohol Consumption and Educational Level on Alcohol-related medical events. Epidemiology. 2017;28(6):872–9.CrossRefPubMed
17.
go back to reference Peña S, Mäkelä P, Laatikainen T, Härkänen T, Männistö S, Heliövaara M, et al. Joint effects of alcohol use, smoking and body mass index as an explanation for the alcohol harm paradox: causal mediation analysis of eight cohort studies. Addiction. 2021;116(8):2220–30.CrossRefPubMed Peña S, Mäkelä P, Laatikainen T, Härkänen T, Männistö S, Heliövaara M, et al. Joint effects of alcohol use, smoking and body mass index as an explanation for the alcohol harm paradox: causal mediation analysis of eight cohort studies. Addiction. 2021;116(8):2220–30.CrossRefPubMed
18.
go back to reference Fryers T, Melzer D, Jenkins R. Social inequalities and the common mental disorders. Soc Psychiatry Psychiatr Epidemiol. 2003;38(5):229–37.CrossRefPubMed Fryers T, Melzer D, Jenkins R. Social inequalities and the common mental disorders. Soc Psychiatry Psychiatr Epidemiol. 2003;38(5):229–37.CrossRefPubMed
19.
go back to reference Marmot M, Bell R. Fair society, healthy lives. Public Health. 2012;126:4–S10.CrossRef Marmot M, Bell R. Fair society, healthy lives. Public Health. 2012;126:4–S10.CrossRef
20.
go back to reference Svensson AC, Fredlund P, Laflamme L, Hallqvist J, Alfredsson L, Ekbom A, et al. Cohort profile: the Stockholm public health cohort. Int J Epidemiol. 2012;42(5):1263–72.CrossRefPubMed Svensson AC, Fredlund P, Laflamme L, Hallqvist J, Alfredsson L, Ekbom A, et al. Cohort profile: the Stockholm public health cohort. Int J Epidemiol. 2012;42(5):1263–72.CrossRefPubMed
21.
go back to reference Statistic Sweden. Socioeconomic index [in Swedish: Socioekonomisk indelning SEI]. Stockholm, Sweden 1982. Statistic Sweden. Socioeconomic index [in Swedish: Socioekonomisk indelning SEI]. Stockholm, Sweden 1982.
22.
go back to reference Smyth A, Teo KK, Rangarajan S, O’Donnell M, Zhang X, Rana P, et al. Alcohol consumption and cardiovascular disease, cancer, injury, admission to hospital, and mortality: a prospective cohort study. The Lancet. 2015;386(10007):1945–54.CrossRef Smyth A, Teo KK, Rangarajan S, O’Donnell M, Zhang X, Rana P, et al. Alcohol consumption and cardiovascular disease, cancer, injury, admission to hospital, and mortality: a prospective cohort study. The Lancet. 2015;386(10007):1945–54.CrossRef
23.
go back to reference Sydén L, Sidorchuk A, Mäkelä P, Landberg J. The contribution of alcohol use and other behavioural, material and social factors to socio-economic differences in alcohol‐related disorders in a swedish cohort. Addiction. 2017;112(11):1920–30.CrossRefPubMed Sydén L, Sidorchuk A, Mäkelä P, Landberg J. The contribution of alcohol use and other behavioural, material and social factors to socio-economic differences in alcohol‐related disorders in a swedish cohort. Addiction. 2017;112(11):1920–30.CrossRefPubMed
24.
go back to reference Landberg J, Ramstedt M. Distribution of sickness absence risk across different levels and patterns of drinking: findings from the Stockholm Public Health Cohort. Nord Stud Alcohol Drug. 2021;38(3):305–18.CrossRef Landberg J, Ramstedt M. Distribution of sickness absence risk across different levels and patterns of drinking: findings from the Stockholm Public Health Cohort. Nord Stud Alcohol Drug. 2021;38(3):305–18.CrossRef
25.
go back to reference Skillgate E, Pico-Espinosa OJ, Hallqvist J, Bohman T, Holm LW. Healthy lifestyle behavior and risk of long duration troublesome neck pain or low back pain among men and women: results from the Stockholm public health cohort. Clin Epidemiol. 2017:491–500. Skillgate E, Pico-Espinosa OJ, Hallqvist J, Bohman T, Holm LW. Healthy lifestyle behavior and risk of long duration troublesome neck pain or low back pain among men and women: results from the Stockholm public health cohort. Clin Epidemiol. 2017:491–500.
26.
go back to reference Foster HM, Celis-Morales CA, Nicholl BI, Petermann-Rocha F, Pell JP, Gill JM, et al. The effect of socioeconomic deprivation on the association between an extended measurement of unhealthy lifestyle factors and health outcomes: a prospective analysis of the UK Biobank cohort. The Lancet Public Health. 2018;3(12):e576–e85.CrossRefPubMed Foster HM, Celis-Morales CA, Nicholl BI, Petermann-Rocha F, Pell JP, Gill JM, et al. The effect of socioeconomic deprivation on the association between an extended measurement of unhealthy lifestyle factors and health outcomes: a prospective analysis of the UK Biobank cohort. The Lancet Public Health. 2018;3(12):e576–e85.CrossRefPubMed
27.
go back to reference Lundin A, Åhs J, Åsbring N, Kosidou K, Dal H, Tinghög P, et al. Discriminant validity of the 12-item version of the general health questionnaire in a swedish case-control study. Nord J Psychiatry. 2017;71(3):171–9.CrossRefPubMed Lundin A, Åhs J, Åsbring N, Kosidou K, Dal H, Tinghög P, et al. Discriminant validity of the 12-item version of the general health questionnaire in a swedish case-control study. Nord J Psychiatry. 2017;71(3):171–9.CrossRefPubMed
28.
go back to reference Virtanen M, Vahtera J, Pentti J, Honkonen T, Elovainio M, Kivimäki M. Job strain and psychologic distress: influence on sickness absence among finnish employees. Am J Prev Med. 2007;33(3):182–7.CrossRefPubMed Virtanen M, Vahtera J, Pentti J, Honkonen T, Elovainio M, Kivimäki M. Job strain and psychologic distress: influence on sickness absence among finnish employees. Am J Prev Med. 2007;33(3):182–7.CrossRefPubMed
29.
go back to reference The EuroQol Group. EuroQol-a new facility for the measurement of health-related quality of life. Health Policy. 1990;16(3):199–208.CrossRef The EuroQol Group. EuroQol-a new facility for the measurement of health-related quality of life. Health Policy. 1990;16(3):199–208.CrossRef
30.
go back to reference Norrbäck M, De Munter J, Tynelius P, Ahlström G, Rasmussen F. The association of mobility disability, weight status and job strain: a cross-sectional study. Scand J Public Health. 2016;44(3):311–9.CrossRefPubMed Norrbäck M, De Munter J, Tynelius P, Ahlström G, Rasmussen F. The association of mobility disability, weight status and job strain: a cross-sectional study. Scand J Public Health. 2016;44(3):311–9.CrossRefPubMed
31.
go back to reference VanderWeele TJ, Knol MJ. A tutorial on interaction. Epidemiol Methods. 2014;3(1):33–72.CrossRef VanderWeele TJ, Knol MJ. A tutorial on interaction. Epidemiol Methods. 2014;3(1):33–72.CrossRef
32.
go back to reference Lund I, Moan IS. The role of alcohol use and cigarette smoking in sickness absence: are there social inequalities? Int J Drug Policy. 2021;94:103190.CrossRefPubMed Lund I, Moan IS. The role of alcohol use and cigarette smoking in sickness absence: are there social inequalities? Int J Drug Policy. 2021;94:103190.CrossRefPubMed
33.
go back to reference Laaksonen M, Pitkäniemi J, Rahkonen O, Lahelma E. Work arrangements, physical working conditions, and psychosocial working conditions as risk factors for sickness absence: bayesian analysis of prospective data. Ann Epidemiol. 2010;20(5):332–8.CrossRefPubMed Laaksonen M, Pitkäniemi J, Rahkonen O, Lahelma E. Work arrangements, physical working conditions, and psychosocial working conditions as risk factors for sickness absence: bayesian analysis of prospective data. Ann Epidemiol. 2010;20(5):332–8.CrossRefPubMed
34.
go back to reference Evans T, Whitehead M, Bhuiya A, Diderichsen F, Wirth M. Challenging inequities in health: from ethics to action. Oxford University Press; 2001. Evans T, Whitehead M, Bhuiya A, Diderichsen F, Wirth M. Challenging inequities in health: from ethics to action. Oxford University Press; 2001.
35.
go back to reference Li CY, Sung FC. A review of the healthy worker effect in occupational epidemiology. Occup Med. 1999;49(4):225–9.CrossRef Li CY, Sung FC. A review of the healthy worker effect in occupational epidemiology. Occup Med. 1999;49(4):225–9.CrossRef
36.
go back to reference Diderichsen F, Hallqvist J, Whitehead MJIjoe. Differential vulnerability and susceptibility: how to make use of recent development in our understanding of mediation and interaction to tackle health inequalities. Int J Epidemiol. 2019;48(1):268–74.CrossRefPubMed Diderichsen F, Hallqvist J, Whitehead MJIjoe. Differential vulnerability and susceptibility: how to make use of recent development in our understanding of mediation and interaction to tackle health inequalities. Int J Epidemiol. 2019;48(1):268–74.CrossRefPubMed
37.
go back to reference Schmidt LA, Mäkelä P, Rehm J, Room R. Alcohol: equity and social determinants. Equity social determinants and public health programmes. 2010;11. Schmidt LA, Mäkelä P, Rehm J, Room R. Alcohol: equity and social determinants. Equity social determinants and public health programmes. 2010;11.
38.
go back to reference Norström T. Per capita alcohol consumption and sickness absence. Addiction. 2006;101(10):1421–7.CrossRefPubMed Norström T. Per capita alcohol consumption and sickness absence. Addiction. 2006;101(10):1421–7.CrossRefPubMed
39.
go back to reference Norström T, Moan IS. Per capita alcohol consumption and sickness absence in Norway. Eur J Public Health. 2009;19(4):383–8.CrossRefPubMed Norström T, Moan IS. Per capita alcohol consumption and sickness absence in Norway. Eur J Public Health. 2009;19(4):383–8.CrossRefPubMed
40.
go back to reference Viner RM, Ross D, Hardy R, Kuh D, Power C, Johnson A et al. Life course epidemiology: recognising the importance of adolescence. J Epidemiol Community Health. 2015:jech–2014. Viner RM, Ross D, Hardy R, Kuh D, Power C, Johnson A et al. Life course epidemiology: recognising the importance of adolescence. J Epidemiol Community Health. 2015:jech–2014.
41.
go back to reference Stringhini S, Sabia S, Shipley M, Brunner E, Nabi H, Kivimaki M, et al. Association of socioeconomic position with health behaviors and mortality. JAMA. 2010;303(12):1159–66.CrossRefPubMedPubMedCentral Stringhini S, Sabia S, Shipley M, Brunner E, Nabi H, Kivimaki M, et al. Association of socioeconomic position with health behaviors and mortality. JAMA. 2010;303(12):1159–66.CrossRefPubMedPubMedCentral
42.
go back to reference Hashemi NS, Skogen JC, Sevic A, Thørrisen MM, Rimstad SL, Sagvaag H, et al. A systematic review and meta-analysis uncovering the relationship between alcohol consumption and sickness absence. When type of design, data, and sickness absence make a difference. PLoS ONE. 2022;17(1):e0262458.CrossRef Hashemi NS, Skogen JC, Sevic A, Thørrisen MM, Rimstad SL, Sagvaag H, et al. A systematic review and meta-analysis uncovering the relationship between alcohol consumption and sickness absence. When type of design, data, and sickness absence make a difference. PLoS ONE. 2022;17(1):e0262458.CrossRef
43.
go back to reference Försäkringskassan. Social insurance in Fig. 2020 [In Swedish: Socialförsäkringen i siffror 2020]. Sweden: Stockholm; 2020. Försäkringskassan. Social insurance in Fig. 2020 [In Swedish: Socialförsäkringen i siffror 2020]. Sweden: Stockholm; 2020.
44.
go back to reference CAN. Självrapporterade alkoholvanor i sverige 2004–2020. Stockholm, Sweden;; 2021. p. 204. Report No. CAN. Självrapporterade alkoholvanor i sverige 2004–2020. Stockholm, Sweden;; 2021. p. 204. Report No.
45.
go back to reference Nandi A, Glymour MM, Subramanian S. Association among socioeconomic status, health behaviors, and all-cause mortality in the United States. Epidemiol. 2014:170–7. Nandi A, Glymour MM, Subramanian S. Association among socioeconomic status, health behaviors, and all-cause mortality in the United States. Epidemiol. 2014:170–7.
Metadata
Title
Is the association between alcohol use and sickness absence modified by socioeconomic position? findings from the Stockholm public health cohort
Authors
Jonas Landberg
Emelie Thern
Publication date
01-12-2023
Publisher
BioMed Central
Keyword
Public Health
Published in
BMC Public Health / Issue 1/2023
Electronic ISSN: 1471-2458
DOI
https://doi.org/10.1186/s12889-023-16341-z

Other articles of this Issue 1/2023

BMC Public Health 1/2023 Go to the issue