Evidence map›Paper›PMID 25955674›Full record

ArticleCanadian journal of public health = Revue canadienne de sante publique2015

Development of a measure of health care affordability applicable in a publicly funded universal health care system.

Jeannie L Haggerty, Jean-Frédéric Levesque

Abstract read
In one paragraph

Article in Canadian journal of public health = Revue canadienne de sante publique, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing 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

9 citing papers in PubMed.

  1. Dental service utilisation and perceptions amongst Indian rural children with intellectual and developmental disabilities.European archives of paediatric dentistry : official journal of the European Academy of Paediatric Dentistry · 2026
    Article
  2. Article
  3. Article
  4. Article
  5. Article
  6. Content Validity of a Scale Designed to Measure the Access of Older Adults to Outpatient Health Services.International journal of environmental research and public health · 2022
    Article
  7. Article
  8. Article
  9. Validation of a new measure of availability and accommodation of health care that is valid for rural and urban contexts.Health expectations : an international journal of public participation in health care and health policy · 2017
    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

2 authors.

Jeannie L HaggertyMcGill University. jeannie.haggerty@mcgill.ca.
Jean-Frédéric Levesque

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectiveDirect measures of health care affordability from the user perspective are needed to monitor equitable access to publicly funded health care in Canada. The objective of our study was to develop a survey-based measure of healthcare affordability applicable to the Canadian context.

methodsWe developed items after focus group exploration of access and cost barriers in the healthcare trajectory. We administered an initial instrument by telephone to a randomly-selected sample of 750 respondents in metropolitan, rural, and remote settings in Quebec. After analysis we developed a new, self-administered version eliciting the frequency of problem access due to five affordability dimensions. This version was mailed to a subset of participants. We conducted exploratory and confirmatory factor analysis. We used ordinal logistic regression modelling to examine how individual items and the subscale score predicted indicators of difficult access. We looked for effect modification by income categories.

resultsThe five items load on a single construct with good internal consistency (α = 0.77). The overall score, 0 to 5, reflects the sum of problems with healthcare affordability due to direct and indirect costs. The item and subscale scores are sensitive to income status, with affordability problems more prevalent among low-income than high-income respondents. Each unit increase in the subscale score predicts increased likelihood of unmet needs (OR = 1.54), emergency room use (OR = 1.41), and health problem aggravation (OR = 1.80). DISCUSSION: This subscale reliably and validly measures cost barriers to medically necessary services in Canada, and can potentially be applied in other settings with publicly funded health systems. It can be used to monitor and compare healthcare equity.

Indexed as

Financing, GovernmentCanadaHealthcare DisparitiesHealth Services AccessibilityHumansNational Health ProgramsOutcome and Process Assessment, Health CarePrimary Health CareReproducibility of ResultsSocioeconomic Factorsaccessibility of health servicesCanadahealth care disparitiesoutcome and process assessment (health care)Primary health care

Identifiers

PMID25955674
PMCPMC6972124

What OpenQuestion holds

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Registered trials

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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.