Evidence map›Paper›PMID 42268838›Full record

ArticlePLOS global public health2026

Association of household wealth and education with hypertension among adults in Lesotho: Evidence from a propensity score-based study.

Rajat Das Gupta, Amrit Baral, Shams Shabab Haider, Promit Ananyo Chakraborty

Abstract read
In one paragraph

Article in PLOS global public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Rajat Das GuptaDivision of Epidemiology, Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee, United States of America.ORCID https://orcid.org/0000-0002-7680-676X
Amrit BaralDepartment of Mental Health, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland, United States of America.ORCID https://orcid.org/0000-0002-0961-9665
Shams Shabab HaiderHealth Data Management Project, Friendship NGO, Dhaka, Bangladesh.
Promit Ananyo ChakrabortyDepartment of Social Relations, East West University, Dhaka, Bangladesh.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

In Lesotho, rapid urbanization and lifestyle transitions have contributed to a rising burden of hypertension, yet the role of socioeconomic factors remains inadequately understood. This study examined the independent and joint associations of household wealth and educational attainment with hypertension among adults in Lesotho. We analyzed data from 5,457 adults aged 18-49 years from the 2023-2024 Lesotho Demographic and Health Survey. Hypertension was defined as systolic blood pressure ≥140 mmHg, diastolic blood pressure ≥90 mmHg, self-reported prior diagnosis by a health professional, or current use of antihypertensive medication. The main exposures were household wealth status (poor vs non poor) and educational attainment (below secondary vs secondary or higher). Propensity scores were estimated using a super learner algorithm and applied through one-to-one nearest neighbor matching (PS matched) and inverse probability weighting (IPW) to adjust for covariates. Weighted logistic regression models generated adjusted odds ratios (AORs) and 95% confidence intervals (CIs). Overall, 21.2% (weighted) of participants were hypertensive. Adults from non poor households had significantly higher odds of hypertension than those from poor households (PS matched AOR 1.56, 95% CI 1.13-2.14; IPW AOR 1.76, 95% CI 1.21-2.57). Educational attainment alone was not significantly associated with hypertension. The wealth related gradient persisted across education strata, with the highest odds observed among non poor adults with secondary or higher education (AOR 2.06, 95% CI 1.34-3.16). Household wealth, but not education, was independently associated with hypertension among adults in Lesotho.

Identifiers

PMID42268838
PMCPMC13252731

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.