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Clustering of health, crime and social-welfare inequality in 4 million citizens from 2 nations
Health and social scientists have documented the hospital revolving-door problem, the concentration of crime, and long-term welfare-dependence. Have these distinct fields identified the same citizens? Using administrative databases linked to 1.7-million New Zealanders, we quantified and monetized in...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7082196/ https://www.ncbi.nlm.nih.gov/pubmed/31959926 http://dx.doi.org/10.1038/s41562-019-0810-4 |
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author | Richmond-Rakerd, Leah S. D’Souza, Stephanie Andersen, Signe Hald Hogan, Sean Houts, Renate M. Poulton, Richie Ramrakha, Sandhya Caspi, Avshalom Milne, Barry J. Moffitt, Terrie E. |
author_facet | Richmond-Rakerd, Leah S. D’Souza, Stephanie Andersen, Signe Hald Hogan, Sean Houts, Renate M. Poulton, Richie Ramrakha, Sandhya Caspi, Avshalom Milne, Barry J. Moffitt, Terrie E. |
author_sort | Richmond-Rakerd, Leah S. |
collection | PubMed |
description | Health and social scientists have documented the hospital revolving-door problem, the concentration of crime, and long-term welfare-dependence. Have these distinct fields identified the same citizens? Using administrative databases linked to 1.7-million New Zealanders, we quantified and monetized inequality in distributions of health and social problems and tested whether they aggregate within individuals. Marked inequality was observed: Gini coefficients equaled 0.96 for criminal-convictions, 0.91 for public-hospital-nights, 0.86 for welfare-benefits, 0.74 for prescription-drug-fills, and 0.54 for injury-insurance-claims. Marked aggregation was uncovered: a small population segment accounted for a disproportionate share of use-events and costs across multiple sectors. Findings replicated in 2.3-million Danes. We then integrated the New Zealand databases with the four-decade-long Dunedin Study. The high-need/high-cost population segment experienced early-life factors that reduce workforce-readiness, including low education and poor mental-health. In midlife they reported low life-satisfaction. Investing in young people’s education/training potential could reduce health and social inequalities and enhance population wellbeing. |
format | Online Article Text |
id | pubmed-7082196 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
record_format | MEDLINE/PubMed |
spelling | pubmed-70821962020-07-20 Clustering of health, crime and social-welfare inequality in 4 million citizens from 2 nations Richmond-Rakerd, Leah S. D’Souza, Stephanie Andersen, Signe Hald Hogan, Sean Houts, Renate M. Poulton, Richie Ramrakha, Sandhya Caspi, Avshalom Milne, Barry J. Moffitt, Terrie E. Nat Hum Behav Article Health and social scientists have documented the hospital revolving-door problem, the concentration of crime, and long-term welfare-dependence. Have these distinct fields identified the same citizens? Using administrative databases linked to 1.7-million New Zealanders, we quantified and monetized inequality in distributions of health and social problems and tested whether they aggregate within individuals. Marked inequality was observed: Gini coefficients equaled 0.96 for criminal-convictions, 0.91 for public-hospital-nights, 0.86 for welfare-benefits, 0.74 for prescription-drug-fills, and 0.54 for injury-insurance-claims. Marked aggregation was uncovered: a small population segment accounted for a disproportionate share of use-events and costs across multiple sectors. Findings replicated in 2.3-million Danes. We then integrated the New Zealand databases with the four-decade-long Dunedin Study. The high-need/high-cost population segment experienced early-life factors that reduce workforce-readiness, including low education and poor mental-health. In midlife they reported low life-satisfaction. Investing in young people’s education/training potential could reduce health and social inequalities and enhance population wellbeing. 2020-01-20 2020-03 /pmc/articles/PMC7082196/ /pubmed/31959926 http://dx.doi.org/10.1038/s41562-019-0810-4 Text en Users may view, print, copy, and download text and data-mine the content in such documents, for the purposes of academic research, subject always to the full Conditions of use:http://www.nature.com/authors/editorial_policies/license.html#terms |
spellingShingle | Article Richmond-Rakerd, Leah S. D’Souza, Stephanie Andersen, Signe Hald Hogan, Sean Houts, Renate M. Poulton, Richie Ramrakha, Sandhya Caspi, Avshalom Milne, Barry J. Moffitt, Terrie E. Clustering of health, crime and social-welfare inequality in 4 million citizens from 2 nations |
title | Clustering of health, crime and social-welfare inequality in 4
million citizens from 2 nations |
title_full | Clustering of health, crime and social-welfare inequality in 4
million citizens from 2 nations |
title_fullStr | Clustering of health, crime and social-welfare inequality in 4
million citizens from 2 nations |
title_full_unstemmed | Clustering of health, crime and social-welfare inequality in 4
million citizens from 2 nations |
title_short | Clustering of health, crime and social-welfare inequality in 4
million citizens from 2 nations |
title_sort | clustering of health, crime and social-welfare inequality in 4
million citizens from 2 nations |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7082196/ https://www.ncbi.nlm.nih.gov/pubmed/31959926 http://dx.doi.org/10.1038/s41562-019-0810-4 |
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