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The softer they fall: a natural experiment examining the health effects of job loss before and after Fornero’s unemployment benefit reforms in Italy
Abstract Background Job loss is a well-established social determinant of health. Recent research has taken an ‘institutional turn’, asking whether unemployment support could buffer the health consequences of job loss. Here, we exploit a quasi-natural experiment based on the Fornero reforms in Italy,...
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Published in: | European journal of public health 2021-08, Vol.31 (4), p.724-730 |
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container_title | European journal of public health |
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creator | Koltai, Jonathan Varchetta, Francesco Maria McKee, Martin Stuckler, David |
description | Abstract
Background
Job loss is a well-established social determinant of health. Recent research has taken an ‘institutional turn’, asking whether unemployment support could buffer the health consequences of job loss. Here, we exploit a quasi-natural experiment based on the Fornero reforms in Italy, which increased wage replacement rates from 60% to 75% on 1 January 2013.
Methods
We employed difference-in-difference models using longitudinal data covering 202 incidents of job loss from the EU-Survey on Income and Living Conditions to quantify the impact of job loss on changes in self-reported health prior to and after the Fornero reforms (2011–14).
Results
Job loss pre-Fornero was associated with health declines −0.342 [95% confidence interval (CI): −0.588 to −0.096] but did not significantly influence health post-Fornero 0.031 (95% CI: −0.101 to 0.164). The difference-in-difference estimate was 0.373 (95% CI: 0.107–0.639), or a −0.51 standard deviation in self-reported health, consistent with the buffering hypothesis. To put the magnitude of this estimate in perspective, the incidence of a chronic illness, such as diabetes, results in a similar magnitude decline in self-reported health.
Conclusions
Our analysis contributes to a growing body of evidence that the impact of job loss on health depends critically on the strength of social protection systems and, in some cases, could be eliminated completely. |
doi_str_mv | 10.1093/eurpub/ckab092 |
format | article |
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Background
Job loss is a well-established social determinant of health. Recent research has taken an ‘institutional turn’, asking whether unemployment support could buffer the health consequences of job loss. Here, we exploit a quasi-natural experiment based on the Fornero reforms in Italy, which increased wage replacement rates from 60% to 75% on 1 January 2013.
Methods
We employed difference-in-difference models using longitudinal data covering 202 incidents of job loss from the EU-Survey on Income and Living Conditions to quantify the impact of job loss on changes in self-reported health prior to and after the Fornero reforms (2011–14).
Results
Job loss pre-Fornero was associated with health declines −0.342 [95% confidence interval (CI): −0.588 to −0.096] but did not significantly influence health post-Fornero 0.031 (95% CI: −0.101 to 0.164). The difference-in-difference estimate was 0.373 (95% CI: 0.107–0.639), or a −0.51 standard deviation in self-reported health, consistent with the buffering hypothesis. To put the magnitude of this estimate in perspective, the incidence of a chronic illness, such as diabetes, results in a similar magnitude decline in self-reported health.
Conclusions
Our analysis contributes to a growing body of evidence that the impact of job loss on health depends critically on the strength of social protection systems and, in some cases, could be eliminated completely.</description><identifier>ISSN: 1101-1262</identifier><identifier>EISSN: 1464-360X</identifier><identifier>DOI: 10.1093/eurpub/ckab092</identifier><language>eng</language><publisher>Oxford: Oxford University Press</publisher><subject>Buffers ; Chronic diseases ; Chronic illnesses ; Confidence intervals ; Diabetes ; Diabetes mellitus ; Health ; Health aspects ; Italy ; Living conditions ; Occupational health ; Prevention ; Public health ; Reforms ; Risk factors ; Self report ; Social aspects ; Social protection ; Unemployment ; Unemployment benefits ; Unemployment insurance</subject><ispartof>European journal of public health, 2021-08, Vol.31 (4), p.724-730</ispartof><rights>The Author(s) 2021. Published by Oxford University Press on behalf of the European Public Health Association. All rights reserved. 2021</rights><rights>COPYRIGHT 2021 Oxford University Press</rights><rights>The Author(s) 2021. Published by Oxford University Press on behalf of the European Public Health Association. All rights reserved.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c396t-daf797c0437f714b9e0c6ebda359f97a79a04ec25544e1e5bfc02f005c2131f83</cites><orcidid>0000-0003-0055-4890 ; 0000-0002-0121-9683</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,1604,27866,27924,27925</link.rule.ids><linktorsrc>$$Uhttps://dx.doi.org/10.1093/eurpub/ckab092$$EView_record_in_Oxford_University_Press$$FView_record_in_$$GOxford_University_Press</linktorsrc></links><search><creatorcontrib>Koltai, Jonathan</creatorcontrib><creatorcontrib>Varchetta, Francesco Maria</creatorcontrib><creatorcontrib>McKee, Martin</creatorcontrib><creatorcontrib>Stuckler, David</creatorcontrib><title>The softer they fall: a natural experiment examining the health effects of job loss before and after Fornero’s unemployment benefit reforms in Italy</title><title>European journal of public health</title><description>Abstract
Background
Job loss is a well-established social determinant of health. Recent research has taken an ‘institutional turn’, asking whether unemployment support could buffer the health consequences of job loss. Here, we exploit a quasi-natural experiment based on the Fornero reforms in Italy, which increased wage replacement rates from 60% to 75% on 1 January 2013.
Methods
We employed difference-in-difference models using longitudinal data covering 202 incidents of job loss from the EU-Survey on Income and Living Conditions to quantify the impact of job loss on changes in self-reported health prior to and after the Fornero reforms (2011–14).
Results
Job loss pre-Fornero was associated with health declines −0.342 [95% confidence interval (CI): −0.588 to −0.096] but did not significantly influence health post-Fornero 0.031 (95% CI: −0.101 to 0.164). The difference-in-difference estimate was 0.373 (95% CI: 0.107–0.639), or a −0.51 standard deviation in self-reported health, consistent with the buffering hypothesis. To put the magnitude of this estimate in perspective, the incidence of a chronic illness, such as diabetes, results in a similar magnitude decline in self-reported health.
Conclusions
Our analysis contributes to a growing body of evidence that the impact of job loss on health depends critically on the strength of social protection systems and, in some cases, could be eliminated completely.</description><subject>Buffers</subject><subject>Chronic diseases</subject><subject>Chronic illnesses</subject><subject>Confidence intervals</subject><subject>Diabetes</subject><subject>Diabetes mellitus</subject><subject>Health</subject><subject>Health aspects</subject><subject>Italy</subject><subject>Living conditions</subject><subject>Occupational health</subject><subject>Prevention</subject><subject>Public health</subject><subject>Reforms</subject><subject>Risk factors</subject><subject>Self report</subject><subject>Social aspects</subject><subject>Social protection</subject><subject>Unemployment</subject><subject>Unemployment benefits</subject><subject>Unemployment insurance</subject><issn>1101-1262</issn><issn>1464-360X</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>7TQ</sourceid><recordid>eNqFkU9rFTEUxQdRsFa3ri-40cW0-TeTGXel2FoouKngLmTybvrmmUnGJAN9Oz-F4NfrJzHTVxCkIFnkEn7ncHNOVb2l5ISSnp_iEudlODXf9UB69qw6oqIVNW_Jt-dlpoTWlLXsZfUqpR0hpJEdO6p-3WwRUrAZI-Qt7sFq5z6CBq_zErUDvJsxjhP6XEY9jX70tysJW9QubwGtRZMTBAu7MIALKcGANkQE7TegH5wvQvQYw_3P3wkWj9Pswv7BckCPdswQV8WUYPRwlbXbv65elEUSvnm8j6uvF59uzj_X118ur87PrmvD-zbXG21lLw0RXFpJxdAjMS0OG82b3vZSy14TgYY1jRBIsRmsIcyWvxtGObUdP67eH3znGH4smLKaxmTQOe0xLEmxRpISLmO8oO_-QXdhib5sV6iubTouu-YvdasdqtHbkKM2q6k6k1KI4tXSQp08QZWzwWk0Yc2kvD8lMLEEXNJScylFx72iRK3tq0P76rH9IvhwEIRl_h_7B9a-tUc</recordid><startdate>20210801</startdate><enddate>20210801</enddate><creator>Koltai, Jonathan</creator><creator>Varchetta, Francesco Maria</creator><creator>McKee, Martin</creator><creator>Stuckler, David</creator><general>Oxford University Press</general><general>Oxford Publishing Limited (England)</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7T2</scope><scope>7TQ</scope><scope>C1K</scope><scope>DHY</scope><scope>DON</scope><scope>K9.</scope><scope>NAPCQ</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0003-0055-4890</orcidid><orcidid>https://orcid.org/0000-0002-0121-9683</orcidid></search><sort><creationdate>20210801</creationdate><title>The softer they fall: a natural experiment examining the health effects of job loss before and after Fornero’s unemployment benefit reforms in Italy</title><author>Koltai, Jonathan ; Varchetta, Francesco Maria ; McKee, Martin ; Stuckler, David</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c396t-daf797c0437f714b9e0c6ebda359f97a79a04ec25544e1e5bfc02f005c2131f83</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Buffers</topic><topic>Chronic diseases</topic><topic>Chronic illnesses</topic><topic>Confidence intervals</topic><topic>Diabetes</topic><topic>Diabetes mellitus</topic><topic>Health</topic><topic>Health aspects</topic><topic>Italy</topic><topic>Living conditions</topic><topic>Occupational health</topic><topic>Prevention</topic><topic>Public health</topic><topic>Reforms</topic><topic>Risk factors</topic><topic>Self report</topic><topic>Social aspects</topic><topic>Social protection</topic><topic>Unemployment</topic><topic>Unemployment benefits</topic><topic>Unemployment insurance</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Koltai, Jonathan</creatorcontrib><creatorcontrib>Varchetta, Francesco Maria</creatorcontrib><creatorcontrib>McKee, Martin</creatorcontrib><creatorcontrib>Stuckler, David</creatorcontrib><collection>CrossRef</collection><collection>Health and Safety Science Abstracts (Full archive)</collection><collection>PAIS Index</collection><collection>Environmental Sciences and Pollution Management</collection><collection>PAIS International</collection><collection>PAIS International (Ovid)</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Nursing & Allied Health Premium</collection><collection>MEDLINE - Academic</collection><jtitle>European journal of public health</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Koltai, Jonathan</au><au>Varchetta, Francesco Maria</au><au>McKee, Martin</au><au>Stuckler, David</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>The softer they fall: a natural experiment examining the health effects of job loss before and after Fornero’s unemployment benefit reforms in Italy</atitle><jtitle>European journal of public health</jtitle><date>2021-08-01</date><risdate>2021</risdate><volume>31</volume><issue>4</issue><spage>724</spage><epage>730</epage><pages>724-730</pages><issn>1101-1262</issn><eissn>1464-360X</eissn><abstract>Abstract
Background
Job loss is a well-established social determinant of health. Recent research has taken an ‘institutional turn’, asking whether unemployment support could buffer the health consequences of job loss. Here, we exploit a quasi-natural experiment based on the Fornero reforms in Italy, which increased wage replacement rates from 60% to 75% on 1 January 2013.
Methods
We employed difference-in-difference models using longitudinal data covering 202 incidents of job loss from the EU-Survey on Income and Living Conditions to quantify the impact of job loss on changes in self-reported health prior to and after the Fornero reforms (2011–14).
Results
Job loss pre-Fornero was associated with health declines −0.342 [95% confidence interval (CI): −0.588 to −0.096] but did not significantly influence health post-Fornero 0.031 (95% CI: −0.101 to 0.164). The difference-in-difference estimate was 0.373 (95% CI: 0.107–0.639), or a −0.51 standard deviation in self-reported health, consistent with the buffering hypothesis. To put the magnitude of this estimate in perspective, the incidence of a chronic illness, such as diabetes, results in a similar magnitude decline in self-reported health.
Conclusions
Our analysis contributes to a growing body of evidence that the impact of job loss on health depends critically on the strength of social protection systems and, in some cases, could be eliminated completely.</abstract><cop>Oxford</cop><pub>Oxford University Press</pub><doi>10.1093/eurpub/ckab092</doi><tpages>7</tpages><orcidid>https://orcid.org/0000-0003-0055-4890</orcidid><orcidid>https://orcid.org/0000-0002-0121-9683</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Buffers Chronic diseases Chronic illnesses Confidence intervals Diabetes Diabetes mellitus Health Health aspects Italy Living conditions Occupational health Prevention Public health Reforms Risk factors Self report Social aspects Social protection Unemployment Unemployment benefits Unemployment insurance |
title | The softer they fall: a natural experiment examining the health effects of job loss before and after Fornero’s unemployment benefit reforms in Italy |
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