Evidence map›Paper›PMID 33726753›Full record

ArticleInternational journal for equity in health2021

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

Lore Torfs, Stef Adriaenssens, Susan Lagaert, Sara Willems

Abstract read
In one paragraph

Article in International journal for equity in health, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

8 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Article
  5. Article
  6. Review
  7. Article
  8. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Lore TorfsDepartment of Public Health and Primary Health Care, Ghent University, C. Heymanslaan 10 (6K3), B-9000, Ghent, Belgium.
Stef AdriaenssensKU Leuven, Research Centre for Economics (ECON), Warmoesberg 26, B-1000, Brussels, Belgium.
Susan LagaertDepartment of Public Health and Primary Health Care, Ghent University, C. Heymanslaan 10 (6K3), B-9000, Ghent, Belgium.
Sara WillemsDepartment of Public Health and Primary Health Care, Ghent University, C. Heymanslaan 10 (6K3), B-9000, Ghent, Belgium. Sara.Willems@ugent.be.ORCID 0000-0002-6349-7785

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThe 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.

methodUsing 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.

resultsThe 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.

conclusionRestrictions 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.

Indexed as

Health ExpendituresHealth Services Needs and DemandHealth Status DisparitiesEconomic RecessionHealthcare DisparitiesHealth Services AccessibilityHumansIncomePovertySocial ClassSocioeconomic FactorsAccess to healthcareAusterityEconomic recessionInequity in healthUnmet medical needs

Identifiers

PMID33726753
PMCPMC7962334

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.