Evidence map›Paper›PMID 42129769›Full record

ArticleBMC women's health2026

Beyond education and contraceptive use: do caste, ethnicity, and religion influence fertility behaviour in Nepal? Evidence from six rounds of DHS.

Dhruba Raj Ghimire, Samir Kc

Abstract read
In one paragraph

Article in BMC women's 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

5 · Who and what money

Authors and funding

2 authors.

Dhruba Raj GhimireAsian Demographic Research Institute, Shanghai University, Shanghai, China.ORCID 0000-0002-9981-6688
Samir KcAsian Demographic Research Institute, Shanghai University, Shanghai, China. kcsamir@gmail.com.ORCID 0000-0002-5213-9181

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundNepal has experienced a substantial decline in fertility over the past three decades; however, notable heterogeneity persists across sociocultural groups. This study examines how constitutionally defined caste, ethnicity, and religion shape fertility behaviour after accounting for education, wealth, and structural determinants. By applying a repeated cross-sectional framework, the study provides new evidence on long-term patterns and shifting trajectories across population subgroups.

methodsThe study analysed data from six rounds of the Nepal Demographic and Health Survey (1996-2022), comprising currently married women aged 15-49. Separate analyses (individual period and pooled) were done for lifetime (15-49 years) and completed (40-49) fertility. A survey-adjusted Poisson regression model was used to estimate associations with the number of children ever born (CEB). Duration since marriage was included as the exposure variable to account for variation in reproductive risk time. A pooled interaction model (caste/ethnicity x survey year) assessed temporal changes in sociocultural fertility differentials.

resultsWomen's educational attainment was the strongest and most consistent predictor of lower fertility, with women aged 40-49 with post-secondary education having substantially lower expected CEB than those with no schooling. Among women aged 15-49, wealth, met need for contraception, and urban residence were also associated with reduced fertility. Sociocultural differentials persisted after adjustment: Muslim women had higher expected CEB than Arya women across most survey years; Madheshi women exhibited rising fertility relative to Arya women in interaction models; Janjati women showed accelerated fertility decline; and the pooled effect for Dalit women was not statistically significant.

conclusionFertility heterogeneity in Nepal reflects the combined influence of sociocultural identity and structural conditions. While education is the key driver of fertility reduction, persistent differences among Muslim and Madheshi communities indicate the need for culturally tailored reproductive health strategies. Policies should prioritise universal completion of secondary education for girls, as well as equity-focused empowerment and family planning initiatives to address remaining disparities.

Indexed as

Educational StatusEthnicityReligionReproductive BehaviorSocial ClassAdolescentAdultCross-Sectional StudiesFemaleHealth SurveysHumansMiddle AgedNepalSocioeconomic FactorsYoung AdultCaste and EthnicityEducational AttainmentFertility HeterogeneityNepal

Identifiers

PMID42129769
PMCPMC13344044

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.