Cargando…
The costs of negative affect attributable to alcohol consumption in later life: A within-between random longitudinal econometric model using UK Biobank
AIMS: Research demonstrates a negative relationship between alcohol use and affect, but the value of deprecation is unknown and thus cannot be included in estimates of the cost of alcohol to society. This paper aims to examine this relationship and develop econometric techniques to value the loss in...
Autores principales: | , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2019
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6373896/ https://www.ncbi.nlm.nih.gov/pubmed/30759173 http://dx.doi.org/10.1371/journal.pone.0211357 |
_version_ | 1783395059599671296 |
---|---|
author | Li, Chenlu Moore, Simon C. Smith, Jesse Bauermeister, Sarah Gallacher, John |
author_facet | Li, Chenlu Moore, Simon C. Smith, Jesse Bauermeister, Sarah Gallacher, John |
author_sort | Li, Chenlu |
collection | PubMed |
description | AIMS: Research demonstrates a negative relationship between alcohol use and affect, but the value of deprecation is unknown and thus cannot be included in estimates of the cost of alcohol to society. This paper aims to examine this relationship and develop econometric techniques to value the loss in affect attributable to alcohol consumption. METHODS: Cross-sectional (n = 129,437) and longitudinal (n = 11,352) analyses of alcohol consumers in UK Biobank data were undertaken, with depression and neuroticism as proxies of negative affect. The cross-sectional relationship between household income, negative affect and alcohol consumption were analysed using regression models, controlling for confounding variables, and using within-between random models that are robust to unobserved heterogeneity. The differential in household income required to offset alcohol’s detriment to affect was derived. RESULTS: A consistent relationship between depression and alcohol consumption (β = 0.001, z = 7.64) and neuroticism and alcohol consumption (β = 0.001, z = 9.24) was observed in cross-sectional analyses, replicated in within-between models (depression β = 0.001, z = 2.32; neuroticism β = 0.001, z = 2.33). Significant associations were found between household income and depression (cross sectional β = -0.157, z = -23.86, within-between β = -0.146, z = -9.51) and household income and neuroticism (cross sectional β = -0.166, z = -32.02, within-between β = -0.158, z = -7.44). The value of reducing alcohol consumption by one gram/day was pooled and estimated to be £209.06 (95% CI £171.84 to £246.27). CONCLUSIONS: There was a robust relationship between alcohol consumption and negative affect. Econometric methods can value the intangible effects of alcohol use and may, therefore, facilitate the fiscal determination of benefit. |
format | Online Article Text |
id | pubmed-6373896 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-63738962019-03-01 The costs of negative affect attributable to alcohol consumption in later life: A within-between random longitudinal econometric model using UK Biobank Li, Chenlu Moore, Simon C. Smith, Jesse Bauermeister, Sarah Gallacher, John PLoS One Research Article AIMS: Research demonstrates a negative relationship between alcohol use and affect, but the value of deprecation is unknown and thus cannot be included in estimates of the cost of alcohol to society. This paper aims to examine this relationship and develop econometric techniques to value the loss in affect attributable to alcohol consumption. METHODS: Cross-sectional (n = 129,437) and longitudinal (n = 11,352) analyses of alcohol consumers in UK Biobank data were undertaken, with depression and neuroticism as proxies of negative affect. The cross-sectional relationship between household income, negative affect and alcohol consumption were analysed using regression models, controlling for confounding variables, and using within-between random models that are robust to unobserved heterogeneity. The differential in household income required to offset alcohol’s detriment to affect was derived. RESULTS: A consistent relationship between depression and alcohol consumption (β = 0.001, z = 7.64) and neuroticism and alcohol consumption (β = 0.001, z = 9.24) was observed in cross-sectional analyses, replicated in within-between models (depression β = 0.001, z = 2.32; neuroticism β = 0.001, z = 2.33). Significant associations were found between household income and depression (cross sectional β = -0.157, z = -23.86, within-between β = -0.146, z = -9.51) and household income and neuroticism (cross sectional β = -0.166, z = -32.02, within-between β = -0.158, z = -7.44). The value of reducing alcohol consumption by one gram/day was pooled and estimated to be £209.06 (95% CI £171.84 to £246.27). CONCLUSIONS: There was a robust relationship between alcohol consumption and negative affect. Econometric methods can value the intangible effects of alcohol use and may, therefore, facilitate the fiscal determination of benefit. Public Library of Science 2019-02-13 /pmc/articles/PMC6373896/ /pubmed/30759173 http://dx.doi.org/10.1371/journal.pone.0211357 Text en © 2019 Li et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Li, Chenlu Moore, Simon C. Smith, Jesse Bauermeister, Sarah Gallacher, John The costs of negative affect attributable to alcohol consumption in later life: A within-between random longitudinal econometric model using UK Biobank |
title | The costs of negative affect attributable to alcohol consumption in later life: A within-between random longitudinal econometric model using UK Biobank |
title_full | The costs of negative affect attributable to alcohol consumption in later life: A within-between random longitudinal econometric model using UK Biobank |
title_fullStr | The costs of negative affect attributable to alcohol consumption in later life: A within-between random longitudinal econometric model using UK Biobank |
title_full_unstemmed | The costs of negative affect attributable to alcohol consumption in later life: A within-between random longitudinal econometric model using UK Biobank |
title_short | The costs of negative affect attributable to alcohol consumption in later life: A within-between random longitudinal econometric model using UK Biobank |
title_sort | costs of negative affect attributable to alcohol consumption in later life: a within-between random longitudinal econometric model using uk biobank |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6373896/ https://www.ncbi.nlm.nih.gov/pubmed/30759173 http://dx.doi.org/10.1371/journal.pone.0211357 |
work_keys_str_mv | AT lichenlu thecostsofnegativeaffectattributabletoalcoholconsumptioninlaterlifeawithinbetweenrandomlongitudinaleconometricmodelusingukbiobank AT mooresimonc thecostsofnegativeaffectattributabletoalcoholconsumptioninlaterlifeawithinbetweenrandomlongitudinaleconometricmodelusingukbiobank AT smithjesse thecostsofnegativeaffectattributabletoalcoholconsumptioninlaterlifeawithinbetweenrandomlongitudinaleconometricmodelusingukbiobank AT bauermeistersarah thecostsofnegativeaffectattributabletoalcoholconsumptioninlaterlifeawithinbetweenrandomlongitudinaleconometricmodelusingukbiobank AT gallacherjohn thecostsofnegativeaffectattributabletoalcoholconsumptioninlaterlifeawithinbetweenrandomlongitudinaleconometricmodelusingukbiobank AT lichenlu costsofnegativeaffectattributabletoalcoholconsumptioninlaterlifeawithinbetweenrandomlongitudinaleconometricmodelusingukbiobank AT mooresimonc costsofnegativeaffectattributabletoalcoholconsumptioninlaterlifeawithinbetweenrandomlongitudinaleconometricmodelusingukbiobank AT smithjesse costsofnegativeaffectattributabletoalcoholconsumptioninlaterlifeawithinbetweenrandomlongitudinaleconometricmodelusingukbiobank AT bauermeistersarah costsofnegativeaffectattributabletoalcoholconsumptioninlaterlifeawithinbetweenrandomlongitudinaleconometricmodelusingukbiobank AT gallacherjohn costsofnegativeaffectattributabletoalcoholconsumptioninlaterlifeawithinbetweenrandomlongitudinaleconometricmodelusingukbiobank |