Evidence map›Paper›PMID 37667245›Full record

ArticleBMC public health2023

Cumulative social disadvantage and health-related quality of life: national health interview survey 2013-2017.

Kobina Hagan, Zulqarnain Javed, Miguel Cainzos-Achirica, Adnan A Hyder, Elias Mossialos, Tamer Yahya, Isaac Acquah, Javier Valero-Elizondo, Alan Pan, Nwabunie Nwana and 2 more

Abstract read
In one paragraph

Article in BMC public health, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.

0numbers the graph read from it
0cells of the map it votes in
12citing 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

12 citing papers in PubMed.

  1. Article
  2. Article
  3. Differential patterns of health-related quality of life among low- and high-income cancer survivors in South Korea: a latent class analysis.Quality of life research : an international journal of quality of life aspects of treatment, care and rehabilitation · 2026
    Article
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  7. Article
  8. National analysis of health-related social needs among adult injury survivors.The journal of trauma and acute care surgery · 2025
    Article
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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

12 authors.

Kobina HaganDivision of Health Equity and Health Disparities Research, Center for Outcomes Research, Houston Methodist, Houston, TX, USA.
Zulqarnain JavedDivision of Health Equity and Health Disparities Research, Center for Outcomes Research, Houston Methodist, Houston, TX, USA.
Miguel Cainzos-AchiricaDivision of Health Equity and Health Disparities Research, Center for Outcomes Research, Houston Methodist, Houston, TX, USA.
Adnan A HyderCenter on Commercial Determinants of Health, Milken Institute School of Public Health, The George Washington University, Washington, DC, USA.
Elias MossialosDepartment of Health Policy, London School of Economics and Political Sciences, London, UK.
Tamer YahyaDivision of Cardiovascular Prevention and Wellness, Department of Cardiology, Houston Methodist DeBakey Heart & Vascular Center, 6550 Fannin St Suite 1801, 77030, Houston, TX, USA.
Isaac AcquahDivision of Health Equity and Health Disparities Research, Center for Outcomes Research, Houston Methodist, Houston, TX, USA.
Javier Valero-ElizondoDivision of Health Equity and Health Disparities Research, Center for Outcomes Research, Houston Methodist, Houston, TX, USA.
Alan PanDivision of Health Equity and Health Disparities Research, Center for Outcomes Research, Houston Methodist, Houston, TX, USA.
Nwabunie NwanaDivision of Health Equity and Health Disparities Research, Center for Outcomes Research, Houston Methodist, Houston, TX, USA.
Mohamad TahaDivision of Cardiovascular Prevention and Wellness, Department of Cardiology, Houston Methodist DeBakey Heart & Vascular Center, 6550 Fannin St Suite 1801, 77030, Houston, TX, USA.
Khurram NasirDivision of Health Equity and Health Disparities Research, Center for Outcomes Research, Houston Methodist, Houston, TX, USA. knasir@houstonmethodist.org.ORCID http://orcid.org/0000-0001-5376-2269

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundEvidence for the association between social determinants of health (SDoH) and health-related quality of life (HRQoL) is largely based on single SDoH measures, with limited evaluation of cumulative social disadvantage. We examined the association between cumulative social disadvantage and the Health and Activity Limitation Index (HALex).

methodsUsing adult data from the National Health Interview Survey (2013-2017), we created a cumulative disadvantage index by aggregating 47 deprivations across 6 SDoH domains. Respondents were ranked using cumulative SDoH index quartiles (SDoH-Q1 to Q4), with higher quartile groups being more disadvantaged. We used two-part models for continuous HALex scores and logistic regression for poor HALex (< 20th percentile score) to examine HALex differences associated with cumulative disadvantage. Lower HALex scores implied poorer HRQoL performance.

resultsThe study sample included 156,182 respondents, representing 232.8 million adults in the United States (mean age 46 years; 51.7% women). The mean HALex score was 0.85 and 17.7% had poor HALex. Higher SDoH quartile groups had poorer HALex performance (lower scores and increased prevalence of poor HALex). A unit increase in SDoH index was associated with - 0.010 (95% CI [-0.011, -0.010]) difference in HALex score and 20% higher odds of poor HALex (odds ratio, OR = 1.20; 95% CI [1.19, 1.21]). Relative to SDoH-Q1, SDoH-Q4 was associated with HALex score difference of -0.086 (95% CI [-0.089, -0.083]) and OR = 5.32 (95% CI [4.97, 5.70]) for poor HALex. Despite a higher burden of cumulative social disadvantage, Hispanics had a weaker SDoH-HALex association than their non-Hispanic White counterparts.

conclusionsCumulative social disadvantage was associated with poorer HALex performance in an incremental fashion. Innovations to incorporate SDoH-screening tools into clinical decision systems must continue in order to accurately identify socially vulnerable groups in need of both clinical risk mitigation and social support. To maximize health returns, policies can be tailored through community partnerships to address systemic barriers that exist within distinct sociodemographic groups, as well as demographic differences in health perception and healthcare experience.

Indexed as

Quality of LifeSocial Determinants of HealthSocioeconomic Disparities in HealthAdultFemaleHispanic or LatinoHumansMaleMiddle AgedOdds RatioSurveys and QuestionnairesHALexHealth and Activity Limitation IndexHealth-related quality of lifeQuality of lifeSocial determinants of health

Identifiers

PMID37667245
PMCPMC10476290

What OpenQuestion holds

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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.