Evidence map›Paper›PMID 41961156›Full record

ArticleJournal of epidemiology and global health2026

Functional Difficulty Among Women Aged 18-49 Years in 22 Low-and Middle-Income Countries: Multiple Indicator Cluster Surveys, 2017-2022.

Md Sabbir Ahmed Mayen, Salwa Nawsheen Nisha, Sumya Afrin, Tanvir Ahammed, Muhammad Abdul Baker Chowdhury, Md Jamal Uddin

Abstract read
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Article in Journal of epidemiology and global 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.

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1 · What the graph read from it

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Md Sabbir Ahmed MayenDepartment of Software Engineering, Daffodil International University, Dhaka, Bangladesh.
Salwa Nawsheen NishaDepartment of Statistics, Shahjalal University of Science and Technology, Sylhet, 3114, Bangladesh.
Sumya AfrinDepartment of Statistics, Shahjalal University of Science and Technology, Sylhet, 3114, Bangladesh.
Tanvir AhammedDepartment of Statistics, Shahjalal University of Science and Technology, Sylhet, 3114, Bangladesh.
Muhammad Abdul Baker ChowdhuryDepartment of Statistics, Shahjalal University of Science and Technology, Sylhet, 3114, Bangladesh.
Md Jamal UddinDepartment of Statistics, Shahjalal University of Science and Technology, Sylhet, 3114, Bangladesh. jamal-sta@sust.edu.

Funding

SUST Research Center, Shahjalal University of Science & Technology, Sylhet, Bangladesh PS/2021/2/30
6 · The paper itself

Abstract

backgroundWomen with functional difficulty often experience activity limitations due to their increased vulnerability compared to men. Although prevalence estimates exist, cross-country evidence on determinants in low- and middle-income countries (LMICs) remains limited. This study estimated the pooled prevalence and identified factors associated with functional difficulty among women of reproductive age in LMICs.

methodsWe analyzed data from the most recent Multiple Indicator Cluster Surveys conducted between 2017 and 2022 in 22 LMICs. The outcome variable was functional difficulty among women aged 18–49 years. Survey-weighted pooled prevalence estimates were calculated. A multivariable multilevel logistic regression model was used to estimate adjusted odds ratios and 95% confidence intervals.

resultsThe pooled prevalence of functional difficulty was 5.15%, ranging from 1.33% in Sierra Leone to 13.39% in the Central African Republic. Higher odds of difficulty were observed among women of higher reproductive age (42–49 years; AOR = 4.75), those with no/pre-primary/primary education (AOR = 1.95), urban residents (AOR = 1.60), and women never in union (AOR = 1.34). Additional risk factors included exposure to intimate partner violence (AOR = 1.14), high parity (≥ 7 children; AOR = 1.44), unimproved sanitation (AOR = 1.17), low life satisfaction (AOR = 2.09), and lack of mobile phone ownership (AOR = 1.33). Regionally, women residing in African countries had higher odds of difficulty (AOR = 2.24) than those in Asia.

conclusionsFunctional difficulty affects one in 20 women of reproductive age in LMICs, with substantial cross-country variation. The burden is patterned by sociodemographic, reproductive, psychosocial, household, and digital access factors, highlighting persistent inequalities and the need for targeted, equity-focused interventions to improve women’s functioning and well-being.

Indexed as

Developing CountriesAdolescentAdultFemaleHumansMiddle AgedPrevalenceSocioeconomic FactorsYoung AdultFunctional difficultyLow- and middle-income countriesMultiple Indicator Cluster Surveys (MICS)Multivariable multilevel logistic regressionPooled analysisWomen

Identifiers

PMID41961156
PMCPMC13181130

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