Evidence map›Paper›PMID 34386981›Full record

ArticleHealth services research2021

Unmet health care needs and inequality: A cross-country comparison of the situation of people with spinal cord injury.

Diana Pacheco Barzallo, Ana Oña, Armin Gemperli

Abstract readComparative Study
In one paragraph

Article in Health services research, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
21citing papers in PubMed, 1 pooled it
–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

21 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Review
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  5. Andorra as a living lab? The inSCI example.Journal of rehabilitation medicine · 2026
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  13. Bridging the gap: a translational perspective in spinal cord injury.Experimental biology and medicine (Maywood, N.J.) · 2024
    Review
  14. Article
  15. Article
  16. Relationship between secondary health conditions and life satisfaction in persons with spinal cord injury: study across twenty-one countries.Quality of life research : an international journal of quality of life aspects of treatment, care and rehabilitation · 2023
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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

3 authors.

Diana Pacheco BarzalloDepartment of Health Sciences and Medicine, University of Lucerne, Lucerne, 6002, Switzerland.ORCID 0000-0002-8816-4071
Ana OñaDepartment of Health Sciences and Medicine, University of Lucerne, Lucerne, 6002, Switzerland.ORCID 0000-0002-7428-4574
Armin GemperliDepartment of Health Sciences and Medicine, University of Lucerne, Lucerne, 6002, Switzerland.ORCID 0000-0002-2363-0625

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectiveTo estimate and compare unmet health care needs of persons with spinal cord injury (SCI) across countries, the causes of these shortfalls, and the role of income. DATA SOURCES: We analyzed cross-sectional data of 20 countries from the International Spinal Cord Injury (InSCI) survey, a compendium of comparable data on the living situation of persons with SCI. Data included information on high-, middle-, and low-income countries. The survey comprises information on 12,095 participants. STUDY

designWe used logit regressions to estimate the probability of unmet health care needs of persons with SCI and its causes. We adjusted the results by the individuals' characteristics and countries' fixed effects. We disaggregated the results by income decile of individuals in each country. DATA COLLECTION/EXTRACTION

methodsThe inclusion criteria for the InSCI survey were adults aged 18 years and older with SCI living in the community, who were able to respond to the survey and who provided informed consent. PRINCIPAL

findingsUnmet health care needs are significant for people with long-term conditions like SCI, where people in low-income groups tend to be more affected. Among the barriers to meeting health care needs, the foremost is health care cost (in 11 of the 20 countries), followed by transportation and service availability. Persons with SCI in Morocco reported the highest probability of unmet health care needs in the sample, 0.54 (CI: 047-0.59), followed well behind by South Africa, 0.27 (CI: 0.20-0.33), and Brazil, 0.26 (CI: 0.20-0.33). In contrast, persons with SCI in Spain, 0.06 (CI: 0.04-0.08), reported the lowest probability of unmet health care needs, closely followed by Norway, 0.07 (CI: 0.05-0.09), Thailand, 0.08 (CI: 0.05-0.11), France, 0.08 (CI: 0.06-0.11), and Switzerland, 0.09 (CI: 0.07-0.10).

conclusionsSCI is a long-term, irreversible health condition characterized by physical impairment and a series of chronic illness. This makes SCI a high-need, high-cost group that faces significant unmet health care needs, which are mainly explained by the costs of health services, transportation, and services availability. This situation is prevalent in low-, middle-, and high-income countries, where persons in lower income groups are disproportionately affected. To improve the situation, a combination of measures from the health and social systems are required.

Indexed as

Health Care CostsHealthcare DisparitiesPovertyAdultCross-Sectional StudiesEuropeFemaleHealth FacilitiesHealth Services AccessibilityHumansMaleMiddle AgedSpinal Cord InjuriesSurveys and QuestionnairesTransportationhealth care accessincome inequalityout-of-pocket expenditurespinal cord injuryunmelt health care needs

Identifiers

PMID34386981
PMCPMC8579205

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.