Evidence map›Paper›PMID 36998015›Full record

ArticleInternational journal for equity in health2023

Unmet healthcare needs and health inequalities in people with spinal cord injury: a direct regression inequality decomposition.

Ana Oña, Kyriakides Athanasios, Piotr Tederko, Reuben Escorpizo, Mohit Arora, Christian Sturm, Shujuan Yang, Diana Pacheco Barzallo

Abstract read
In one paragraph

Article in International journal for equity in health, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
7citing 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

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

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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

8 authors.

Ana OñaSwiss Paraplegic Research, Guido A. Zäch Institute, Nottwil, Switzerland.
Kyriakides AthanasiosSpinal Cord Rehabilitation Unit, Medical University of Patras, Patras, Greece.
Piotr TederkoDepartment of Rehabilitation, Medical University of Warsaw, Warsaw, Poland.
Reuben EscorpizoThe University of Vermont, Burlington, USA.
Mohit AroraJohn Walsh Centre for Rehabilitation Research, The Kolling Institute, Royal North Shore Hospital, Northern Sydney Local Health District, Sydney, Australia.
Christian SturmDepartment of Rehabilitation Medicine, Hannover Medical School, Hanover, Germany.
Shujuan YangChina School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, China.
Diana Pacheco BarzalloSwiss Paraplegic Research, Guido A. Zäch Institute, Nottwil, Switzerland. diana.pachecobarzallo@paraplegie.ch.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundInequality in health is a prevalent and growing concern among countries where people with disabilities are disproportionately affected. Unmet healthcare needs explain a large part of the observed inequalities between and within countries; however, there are other causes, many non-modifiable, that also play a role.

aimThis article explores the difference in health across income levels in populations with spinal cord injury (SCI). SCI is of special interest in the study of health systems, as it is an irreversible, long-term health condition that combines a high level of impairment with subsequent comorbidities.

methodsWe estimated the importance of modifiable and non-modifiable factors that explain health inequalities through a direct regression approach. We used two health outcomes: years living with the injury and a comorbidity index. Data come from the International Spinal Cord Injury Survey (InSCI), which has individual data on people with SCI in 22 countries around the world. Due to the heterogeneity of the data, the results were estimated country by country.

resultsOn average, the results exhibit a prevalence of pro-rich inequalities, i.e., better health outcomes are more likely observed among high-income groups. For the years living with the injury, the inequality is mostly explained by non-modifiable factors, like the age at the time of the injury. In contrast, for the comorbidity index, inequality is mostly explained by unmet healthcare needs and the cause of the injury, which are modifiable factors.

conclusionsA significant portion of health inequalities is explained by modifiable factors like unmet healthcare needs or the type of accident. This result is prevalent in low, middle, and high-income countries, with pervasive effects for vulnerable populations like people with SCI, who, at the same time are highly dependent on the health system. To reduce inequity, it is important not only to address problems from public health but from inequalities of opportunities, risks, and income in the population. HIGHLIGHTS: • Better health status is evident among high-income groups, which is reflected in pro-rich inequalities. • Age at the time of the injury is the most important factor to explain inequalities in years living with the injury. • Unmet health care needs are the most important factor to explain inequalities in comorbidities. • The inequality in health varies by country dependent upon socioeconomic factors.

Indexed as

IncomeSpinal Cord InjuriesDelivery of Health CareHealth Status DisparitiesHumansSocioeconomic FactorsSurveys and QuestionnairesBivariate inequalityComorbidity indexHealth disparitiesSocioeconomic health inequalitySpinal cord injury

Identifiers

PMID36998015
PMCPMC10060928

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LicenceCC BY
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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.