The unequal effects of austerity measures between income-groups on the access to healthcare: a quasi-experimental approach

Abstract Background The Great Recession, starting in 2008, was characterized by an overall reduction in living standards. This pushed several governments across Europe to restrict expenditures, also in the area of healthcare. These austerity measures are known to have affected access to healthcare,...

Full description

Bibliographic Details
Main Authors: Torfs, Lore, Adriaenssens, Stef, Lagaert, Susan, Willems, Sara
Format: Article in Journal/Newspaper
Language:unknown
Published: figshare 2021
Subjects:
Online Access:https://dx.doi.org/10.6084/m9.figshare.c.5341418
https://springernature.figshare.com/collections/The_unequal_effects_of_austerity_measures_between_income-groups_on_the_access_to_healthcare_a_quasi-experimental_approach/5341418
id ftdatacite:10.6084/m9.figshare.c.5341418
record_format openpolar
spelling ftdatacite:10.6084/m9.figshare.c.5341418 2023-05-15T16:48:18+02:00 The unequal effects of austerity measures between income-groups on the access to healthcare: a quasi-experimental approach Torfs, Lore Adriaenssens, Stef Lagaert, Susan Willems, Sara 2021 https://dx.doi.org/10.6084/m9.figshare.c.5341418 https://springernature.figshare.com/collections/The_unequal_effects_of_austerity_measures_between_income-groups_on_the_access_to_healthcare_a_quasi-experimental_approach/5341418 unknown figshare https://dx.doi.org/10.1186/s12939-021-01412-7 Creative Commons Attribution 4.0 International https://creativecommons.org/licenses/by/4.0/legalcode cc-by-4.0 CC-BY Medicine Physiology FOS Biological sciences Biotechnology Sociology FOS Sociology 69999 Biological Sciences not elsewhere classified Cancer Science Policy Collection article 2021 ftdatacite https://doi.org/10.6084/m9.figshare.c.5341418 https://doi.org/10.1186/s12939-021-01412-7 2021-11-05T12:55:41Z Abstract Background The Great Recession, starting in 2008, was characterized by an overall reduction in living standards. This pushed several governments across Europe to restrict expenditures, also in the area of healthcare. These austerity measures are known to have affected access to healthcare, probably unevenly among social groups. This study examines the unequal effects of retrenchment in healthcare expenditures on access to medical care for different income groups across European countries. Method Using data of two waves (2008 and 2014) of the European Union Statistics of Income and Living Conditions survey (EU-SILC), a difference-in-differences (DD) approach was used to analyse the overall change in unmet medical needs over time within and between countries. By adding another interaction, the differences in the effects between income quintiles (difference-in-difference-in-differences: DDD) were estimated. To do so, comparisons between two pairs of a treatment and a control case were made: Iceland versus Sweden, and Ireland versus the United Kingdom. These comparisons are made between countries with recessions equal in magnitude, but with different levels of healthcare cuts. This strategy allows isolating the effect of cuts, net of the severity of the recession. Results The DD-estimates show a higher increase of unmet medical needs during the Great Recession in the treatment cases (Iceland vs. Sweden: + 3.24 pp.; Ireland vs. the United Kingdom: + 1.15 pp). The DDD-estimates show different results over the two models. In Iceland, the lowest income groups had a higher increase in unmet medical needs. This was not the case in Ireland, where middle-class groups saw their access to healthcare deteriorate more. Conclusion Restrictions on health expenditures during the Great Recession caused an increase in self-reported unmet medical needs. The burden of these effects is not equally distributed; in some cases, the lower-income groups suffer most. The case of Ireland, nevertheless, shows that certain policy measures may relatively spare lower-income groups while affecting middle-class income groups more. These results bring in evidence that policies can reduce and even overshoot the general effect of income inequalities on access to healthcare. Article in Journal/Newspaper Iceland DataCite Metadata Store (German National Library of Science and Technology)
institution Open Polar
collection DataCite Metadata Store (German National Library of Science and Technology)
op_collection_id ftdatacite
language unknown
topic Medicine
Physiology
FOS Biological sciences
Biotechnology
Sociology
FOS Sociology
69999 Biological Sciences not elsewhere classified
Cancer
Science Policy
spellingShingle Medicine
Physiology
FOS Biological sciences
Biotechnology
Sociology
FOS Sociology
69999 Biological Sciences not elsewhere classified
Cancer
Science Policy
Torfs, Lore
Adriaenssens, Stef
Lagaert, Susan
Willems, Sara
The unequal effects of austerity measures between income-groups on the access to healthcare: a quasi-experimental approach
topic_facet Medicine
Physiology
FOS Biological sciences
Biotechnology
Sociology
FOS Sociology
69999 Biological Sciences not elsewhere classified
Cancer
Science Policy
description Abstract Background The Great Recession, starting in 2008, was characterized by an overall reduction in living standards. This pushed several governments across Europe to restrict expenditures, also in the area of healthcare. These austerity measures are known to have affected access to healthcare, probably unevenly among social groups. This study examines the unequal effects of retrenchment in healthcare expenditures on access to medical care for different income groups across European countries. Method Using data of two waves (2008 and 2014) of the European Union Statistics of Income and Living Conditions survey (EU-SILC), a difference-in-differences (DD) approach was used to analyse the overall change in unmet medical needs over time within and between countries. By adding another interaction, the differences in the effects between income quintiles (difference-in-difference-in-differences: DDD) were estimated. To do so, comparisons between two pairs of a treatment and a control case were made: Iceland versus Sweden, and Ireland versus the United Kingdom. These comparisons are made between countries with recessions equal in magnitude, but with different levels of healthcare cuts. This strategy allows isolating the effect of cuts, net of the severity of the recession. Results The DD-estimates show a higher increase of unmet medical needs during the Great Recession in the treatment cases (Iceland vs. Sweden: + 3.24 pp.; Ireland vs. the United Kingdom: + 1.15 pp). The DDD-estimates show different results over the two models. In Iceland, the lowest income groups had a higher increase in unmet medical needs. This was not the case in Ireland, where middle-class groups saw their access to healthcare deteriorate more. Conclusion Restrictions on health expenditures during the Great Recession caused an increase in self-reported unmet medical needs. The burden of these effects is not equally distributed; in some cases, the lower-income groups suffer most. The case of Ireland, nevertheless, shows that certain policy measures may relatively spare lower-income groups while affecting middle-class income groups more. These results bring in evidence that policies can reduce and even overshoot the general effect of income inequalities on access to healthcare.
format Article in Journal/Newspaper
author Torfs, Lore
Adriaenssens, Stef
Lagaert, Susan
Willems, Sara
author_facet Torfs, Lore
Adriaenssens, Stef
Lagaert, Susan
Willems, Sara
author_sort Torfs, Lore
title The unequal effects of austerity measures between income-groups on the access to healthcare: a quasi-experimental approach
title_short The unequal effects of austerity measures between income-groups on the access to healthcare: a quasi-experimental approach
title_full The unequal effects of austerity measures between income-groups on the access to healthcare: a quasi-experimental approach
title_fullStr The unequal effects of austerity measures between income-groups on the access to healthcare: a quasi-experimental approach
title_full_unstemmed The unequal effects of austerity measures between income-groups on the access to healthcare: a quasi-experimental approach
title_sort unequal effects of austerity measures between income-groups on the access to healthcare: a quasi-experimental approach
publisher figshare
publishDate 2021
url https://dx.doi.org/10.6084/m9.figshare.c.5341418
https://springernature.figshare.com/collections/The_unequal_effects_of_austerity_measures_between_income-groups_on_the_access_to_healthcare_a_quasi-experimental_approach/5341418
genre Iceland
genre_facet Iceland
op_relation https://dx.doi.org/10.1186/s12939-021-01412-7
op_rights Creative Commons Attribution 4.0 International
https://creativecommons.org/licenses/by/4.0/legalcode
cc-by-4.0
op_rightsnorm CC-BY
op_doi https://doi.org/10.6084/m9.figshare.c.5341418
https://doi.org/10.1186/s12939-021-01412-7
_version_ 1766038401879900160