Evidence map›Paper›PMID 41632775›Full record

ArticlePloS one2026

Understanding contraceptive use in Pakistan: The role of individual and community contextual factors.

Asifa Kamal, Lamia Alyami, Sadaf Malik, Maryam Siddiqa, Muhammad Ijaz, Afza Rasul, Jamal Abdul Nasir

Abstract read
In one paragraph

Article in PloS one, 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.

Asifa KamalDepartment of Statistics, Lahore College for Women University, Lahore, Pakistan.
Lamia AlyamiDepartment of Mathematics, College of Sciences and Arts, Najran University, Najran, Kingdom of Saudi Arabia.ORCID https://orcid.org/0009-0005-8067-6928
Sadaf MalikDepartment of Statistics, Lahore College for Women University, Lahore, Pakistan.
Maryam SiddiqaDepartment of Mathematics and Statistics, International Islamic University, Islamabad, Pakistan.
Muhammad IjazDepartment of Mathematics and Statistics, The University of Haripur-KPK, Haripur, Pakistan.ORCID https://orcid.org/0000-0003-1403-7093
Afza RasulDepartment of Statistics, Lahore College for Women University, Lahore, Pakistan.
Jamal Abdul NasirDepartment of Statistics, Government College University, Lahore, Pakistan.ORCID https://orcid.org/0000-0002-3095-7028

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Key findings from the PDHS 2017-18 indicate that the total demand for family planning among married women in Pakistan was 52%. Research is needed to understand the persistently low contraceptive use in the country. This study aimed to identify the individual and community-level contextual factors that influence contraceptive use in Pakistan. Data were taken from all four waves of the Pakistan Demographic and Health Surveys (PDHS); 1990-91, 2006-07, 2012-13, and 2017-18. A multi-level logistic regression model was used to estimate the strength of the association between contraceptive use for both individual and community-level factors. The final adjusted model revealed that the likelihood of contraceptive use among women increased from 1991 to 2013 but slightly declined in 2017-18. Specifically, in 2006-07 PDHS, the adjusted odds ratio (AOR = 3.14) of contraceptive use was lower than that in 2012-13 PDHS (AOR = 4.33). In the 2017-18 PDHS, the AOR = 4.02 was slightly lower than that in 2012-13. Contraceptive use was found to be lower among uneducated, older women and those with a low wealth index. This study found that decisions about contraceptive use are shaped by not only individual-level factors but also by community-level factors. Increases in contraceptive use were associated with individual-level characteristics such as women's age at first cohabitation, education, work status, parity, husband's education, and wealth index. A major community-level factor contributing to increased contraceptive uptake was community-level education.

Indexed as

ContraceptionContraception BehaviorAdolescentAdultFamily Planning ServicesFemaleHealth SurveysHumansMiddle AgedPakistanSocioeconomic FactorsYoung Adult

Identifiers

PMID41632775
PMCPMC12867252

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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.