Evidence map›Paper›PMID 42040116›Full record

ArticleFrontiers in public health2026

Anthropometric predictors of hypertension among Moroccan adults: a cross-sectional study.

Chourite Chaimaa, Khossossi Hanae, Eljakani Elhoucine, Fedouache Mohammed, Challal Ismail, Zaguiri Mohammed, Mouilly Mustapha

Abstract read
In one paragraph

Article in Frontiers in public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

7 authors.

Chourite ChaimaaInterdisciplinary Laboratory of Sport Sciences, Institute of Sport Profession, Ibn Tofail University, Kenitra, Morocco.
Khossossi HanaeInterdisciplinary Laboratory of Sport Sciences, Institute of Sport Profession, Ibn Tofail University, Kenitra, Morocco.
Eljakani ElhoucineMinister of Health and Social Protection, Fes, Morocco.
Fedouache MohammedFaculty of Sciences, Ibn Tofail University, Kenitra, Morocco.
Challal IsmailFaculty of Sciences, Ibn Tofail University, Kenitra, Morocco.
Zaguiri MohammedHigher Institute of Nursing Professions and Health Techniques, Casablanca, Morocco.
Mouilly MustaphaInterdisciplinary Laboratory of Sport Sciences, Institute of Sport Profession, Ibn Tofail University, Kenitra, Morocco.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Hypertension remains a major public health challenge worldwide, particularly in low- and middle-income countries. Obesity-related anthropometric indicators are widely used to assess cardiovascular risk; however, evidence regarding the most reliable predictors of hypertension remains inconsistent across populations. Therefore, this study aimed to determine the prevalence of overweight and obesity based on general and central adiposity indicators, assess the association between multiple anthropometric measures and hypertension, and identify the most reliable predictor of hypertension among Moroccan adults. Methods: 400 Moroccan adults were involved in this cross-sectional study. Sociodemographic, lifestyle, clinical, and anthropometric data were collected. Hypertension was defined according to international guidelines. Receiver operating characteristic (ROC) curve analysis was used to assess discriminatory performance, with optimal cut-off values determined using the Youden index. Multivariable logistic regression models were applied to identify independent associations. Results: Hypertension was present in 75.0% of participants. The prevalence of overweight and obesity was 58.3 and 8.8%, respectively, indicating that 67.1% of the study population had excess body weight. Waist-to-height ratio (WHtR) showed the strongest independent association with hypertension (ORa = 6.79, 95% CI: 3.57-12.90, Conclusion: Waist-to-height ratio, appears to be the most reliable anthropometric predictors of hypertension among Moroccan adults. Given its simplicity and low cost, WHtR may represent a practical tool for community-based screening and early identification of individuals at increased risk of hypertension in Morocco.

Indexed as

AnthropometryHypertensionObesityOverweightAdultCross-Sectional StudiesFemaleHumansMaleMiddle AgedMoroccoPrevalenceRisk FactorsWaist-Height Ratioanthropometric indicescardiovascular riskhypertensionMoroccoWHtR

Identifiers

PMID42040116
PMCPMC13105924

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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.