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      The socioeconomic profile of alcohol-attributable mortality in South Africa: a modelling study

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          Abstract

          Background

          Globally, illness and life expectancy follow a social gradient that puts people of lower socioeconomic status (SES) at higher risk of dying prematurely. Alcohol consumption has been shown to be a factor contributing to socioeconomic differences in mortality. However, little evidence is available from low- and middle-income countries. The objective of this study was to quantify mortality attributable to alcohol consumption in the adult (15+ years) general population of South Africa in 2015 by SES, age, and sex.

          Methods

          A comparative risk assessment was performed using individual and aggregate data from South Africa and risk relations reported in the literature. Alcohol-attributable fractions (AAFs) and alcohol-attributable mortality rates were estimated for cause-specific mortality by SES, sex, and age. Monte Carlo simulation techniques were used to calculate 95% uncertainty intervals (UI).

          Results

          Overall, approximately 62,300 (95% UI 27,000–103,000) adults died from alcohol-attributable causes in South Africa in 2015, with 60% of deaths occurring in people in the low and 15% in the high SES groups. Age-standardized, alcohol-attributable mortality rates per 100,000 adults were highest for the low SES group (727 deaths, 95% UI 354–1208 deaths) followed by the middle (377 deaths, 95% UI 165–687 deaths) and high SES groups (163 deaths, 95% UI 71–289 deaths). The socioeconomic differences were highest for mortality from infectious diseases.

          People of low SES had a lower prevalence of current alcohol use but heavier drinking patterns among current drinkers. Among men, AAFs were elevated at low and middle SES, particularly for the middle and higher age groups (35+). Among women, AAFs differed less across SES groups and, in the youngest age group (15–34), women of high SES had elevated AAFs.

          Conclusions

          Alcohol use contributed to vast socioeconomic differences in mortality. Where observed, elevated AAFs for people of low and middle SES arose from higher levels of consumption among current drinkers and not from the prevalence of current alcohol use per se. The findings can direct preventive measures and interventions on those at highest risk. Future research is needed to investigate socioeconomic differences in the risk functions relating alcohol use to cause-specific mortality.

          Electronic supplementary material

          The online version of this article (10.1186/s12916-018-1080-0) contains supplementary material, which is available to authorized users.

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          Most cited references35

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          Alcohol as a risk factor for liver cirrhosis: a systematic review and meta-analysis.

          Alcohol is an established risk factor for liver cirrhosis. It remains unclear, however, whether this relationship follows a continuous dose-response pattern or has a threshold. Also, the influences of sex and end-point (i.e. mortality vs. morbidity) on the association are not known. To address these questions and to provide a quantitative assessment of the association between alcohol intake and risk of liver cirrhosis, we conducted a systematic review and meta-analysis of cohort and case-control studies. Studies were identified by a literature search of Ovid MEDLINE, EMBASE, Web of Science, CINAHL, PsychINFO, ETOH and Google Scholar from January 1980 to January 2008 and by searching the references of retrieved articles. Studies were included if quantifiable information on risk and related confidence intervals with respect to at least three different levels of average alcohol intake were reported. Both categorical and continuous meta-analytic techniques were used to model the dose-response relationship. Seventeen studies met the inclusion criteria. We found some indications for threshold effects. Alcohol consumption had a significantly larger impact on mortality of liver cirrhosis compared with morbidity. Also, the same amount of average consumption was related to a higher risk of liver cirrhosis in women than in men. Overall, end-point was an important source of heterogeneity among study results. This result has important implications not only for studies in which the burden of disease attributable to alcohol consumption is estimated, but also for prevention.
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            Socioeconomic differences in alcohol-attributable mortality compared with all-cause mortality: a systematic review and meta-analysis.

            Factors underlying socioeconomic inequalities in mortality are not well understood. This study contributes to our understanding of potential pathways to result in socioeconomic inequalities, by examining alcohol consumption as one potential explanation via comparing socioeconomic inequalities in alcohol-attributable mortality and all-cause mortality. Web of Science, MEDLINE, PsycINFO and ETOH were searched systematically from their inception to second week of February 2013 for articles reporting alcohol-attributable mortality by socioeconomic status, operationalized by using information on education, occupation, employment status or income. The sex-specific ratios of relative risks (RRRs) of alcohol-attributable mortality to all-cause mortality were pooled for different operationalizations of socioeconomic status using inverse-variance weighted random effects models. These RRRs were then combined to a single estimate. We identified 15 unique papers suitable for a meta-analysis; capturing about 133 million people, 3 741 334 deaths from all causes and 167 652 alcohol-attributable deaths. The overall RRRs amounted to RRR = 1.78 (95% confidence interval (CI) 1.43 to 2.22) and RRR = 1.66 (95% CI 1.20 to 2.31), for women and men, respectively. In other words: lower socioeconomic status leads to 1.5-2-fold higher mortality for alcohol-attributable causes compared with all causes. Alcohol was identified as a factor underlying higher mortality risks in more disadvantaged populations. All alcohol-attributable mortality is in principle avoidable, and future alcohol policies must take into consideration any differential effect on socioeconomic groups. © The Author 2014; all rights reserved. Published by Oxford University Press on behalf of the International Epidemiological Association.
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              Social inequalities in alcohol consumption and alcohol-related problems in the study countries of the EU concerted action 'Gender, Culture and Alcohol Problems: a Multi-national Study'.

              We investigated the presence of social inequalities of alcohol use and misuse using educational attainment as an indicator of socio-economic status in 15 countries: Sweden, Norway, Finland, Germany, The Netherlands, Switzerland, Hungary, the Czech Republic, Israel, Brazil, and Mexico.
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                Author and article information

                Contributors
                +1-416-535-8501-36510 , mariecharlotte.probst@gmail.com
                Journal
                BMC Med
                BMC Med
                BMC Medicine
                BioMed Central (London )
                1741-7015
                25 June 2018
                25 June 2018
                2018
                : 16
                : 97
                Affiliations
                [1 ]ISNI 0000 0000 8793 5925, GRID grid.155956.b, Institute for Mental Health Policy Research, , Centre for Addiction and Mental Health (CAMH), ; 33 Russell Street, Toronto, ON M5S 2S1 Canada
                [2 ]ISNI 0000 0001 2111 7257, GRID grid.4488.0, Institute for Clinical Psychology and Psychotherapy, , Technische Universität Dresden, ; Chemnitzer Str. 46, 01187 Dresden, Germany
                [3 ]ISNI 0000 0000 9155 0024, GRID grid.415021.3, Alcohol, Tobacco and Other Drug Research Unit, , South African Medical Research Council, ; Cape Town, Tygerberg 7505 South Africa
                [4 ]ISNI 0000 0001 2214 904X, GRID grid.11956.3a, Department of Psychiatry, , Stellenbosch University, ; Cape Town, Tygerberg 7505 South Africa
                [5 ]ISNI 0000 0004 1936 973X, GRID grid.5252.0, Research Group Clinical Psychology and Psychotherapy, , Psychiatric University Hospital, Ludwig-Maximilians-University, ; Nußbaumstraße 7, 80336 Munich, Germany
                [6 ]ISNI 0000 0001 2157 2938, GRID grid.17063.33, Addiction Policy, Dalla Lana School of Public Health, University of Toronto, ; 155 College Street, Toronto, ON M5T 3M7 Canada
                [7 ]ISNI 0000 0001 2157 2938, GRID grid.17063.33, Institute of Medical Science, University of Toronto, Faculty of Medicine, Medical Sciences Building, ; 1 King’s College Circle, Toronto, ON M5S 1A8 Canada
                [8 ]ISNI 0000 0001 2157 2938, GRID grid.17063.33, Department of Psychiatry, , University of Toronto, ; 250 College Street, Toronto, ON M5T 1R8 Canada
                Author information
                http://orcid.org/0000-0003-4360-697X
                Article
                1080
                10.1186/s12916-018-1080-0
                6016129
                29936909
                d89fbb0f-3791-4bd1-8fdd-cf3755768cdf
                © The Author(s). 2018

                Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License ( http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver ( http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.

                History
                : 1 October 2017
                : 18 May 2018
                Categories
                Research Article
                Custom metadata
                © The Author(s) 2018

                Medicine
                alcohol consumption,mortality,burden of disease,inequalities,socioeconomic status,south africa

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