Evidence map›Paper›PMID 38462886›Full record

ArticleInquiry : a journal of medical care organization, provision and financing

Variability in Reproductive Choices: A Comprehensive Analysis of Women's Working Status and Fertility Behavior in Pakistan.

Muhammad Atif, Gohar Ayub, Javed Zeb, Muhammad Farooq, Muhammad Ilyas, Muhammad Shafiq, Syed Habib Shah

Abstract read
In one paragraph

Article in Inquiry : a journal of medical care organization, provision and financing. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Review
  2. 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.

Muhammad AtifDepartment of Statistics, University of Peshawar, Peshawar, Khyber Pakhtunkhwa, Pakistan.ORCID 0000-0002-4139-8292
Gohar AyubDepartment of Mathematics and Statistics, University of Swat, Swat, Pakistan.
Javed ZebDepartment of Statistics, University of Peshawar, Peshawar, Khyber Pakhtunkhwa, Pakistan.
Muhammad FarooqDepartment of Statistics, University of Peshawar, Peshawar, Khyber Pakhtunkhwa, Pakistan.
Muhammad IlyasDepartment of Statistics, University of Malakand, Chakdara, Khyber Pakhtunkhwa, Pakistan.
Muhammad ShafiqInstitute of Numerical Sciencs, Kohat University of Science and Technology, Kohat, Pakistan.
Syed Habib ShahInstitute of Numerical Sciencs, Kohat University of Science and Technology, Kohat, Pakistan.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The relationship between women's working status and fertility behavior has been a topic of interest for researchers and policymakers. The societal shifts over time, particularly the increasing participation of women in the workforce, have transformed traditional roles. Women, once primarily perceived as caregivers, are now assuming roles of economic independence. This transformation prompts a re-evaluation of the traditional association between women's working status and fertility behavior. This study aims to investigate the impact of women's working status on fertility behavior using a multistage stratified sampling design. A total of 408 women aged 15 to 49 years were recruited from 2 strata: working and non-working women. The data were collected through face-to-face interviews using a structured questionnaire. Descriptive statistics, cluster analysis, and generalized additive models were used for in-depth analysis of the dataset. An examination of fertility patterns indicates that, on average, working women bear 2.90 live children, while their non-working counterparts have an average of 3.52 children. Stillbirth was reported in 13% of housewives and 15.1% of working women. However, further analysis revealed that the relationship between women's employment status and fertility behavior varied depending on Social and Cultural Norms, Reproductive Rights, Workplace Policies, Economic Independence, Age, and Life Stage. Our findings suggest that promoting access to family-friendly policies and services, as well as challenging gender norms and cultural values, could help address the impact of women's employment on fertility behavior.

Indexed as

FertilitySocial ClassChildDemographyEducational StatusFemaleHumansPakistanPopulation DynamicsSocioeconomic Factorsemployment statusfamily planningfertilityhousewivespregnancy

Identifiers

PMID38462886
PMCPMC10929031

What OpenQuestion holds

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LicenceCC BY-NC
Read underepoch 390

Registered trials

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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.