ArticleChildren (Basel, Switzerland)2022
The Moderating Role of Maternal Education and Employment on Child Health in Pakistan.
Article in Children (Basel, Switzerland), 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
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.
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.
Who cites it
8 citing papers in PubMed.
- The impact of a health promotion program on toddlers' socio-emotional development: a cluster randomized study.BMC public health · 2024Trial
- Evaluation of maternal health literacy and its impact on pregnancy outcomes: A longitudinal study in a tertiary care hospital, Karachi.BMC pregnancy and childbirth · 2026Observational
- Determinants and district-level variation in childhood undernutrition in Sindh, Pakistan: evidence from MICS 2018.BMC nutrition · 2026Article
- Dietary intake, nutritional status and healthcare characteristics of mothers and newborn infants in a prospective cohort study (CHAMP) from a malnutrition-endemic region of Pakistan.Frontiers in nutrition · 2026Article
- Comparison of infant and young child feeding practices and demographic characteristics between healthy and malnourished children aged 0-23 months in Pakistan.Pakistan journal of medical sciences · 2025Article
- Access and knowledge of contraceptives and unmet need for family planning in Pakistan.BMC women's health · 2024Article
- The Interaction Effect of Birth Spacing and Maternal Healthcare Services on Child Mortality in Pakistan.Children (Basel, Switzerland) · 2023Article
- Factors associated with unmet need for family planning among adolescent and young married women in Pakistan.Women's health (London, England)Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundPakistan has challenges in fulfilling its universal responsibilities of providing better health facilities to everyone. The Sustainable Development Goals (SDGs) aim to reduce maternal and infant mortality rates. Despite declines in mother and child death, the total mortality ratio has marginally increased. However, neonatal death has not decreased significantly. Family planning is important for controlling population growth and improving child as well as maternal health. Pakistan's government has unceasingly tried to enhance the provision of contraceptive facilities, but still, an unmet need for family planning (UMNFP) exists in our country. Women are said to have UMNFP if they want to limit or space childbearing, but they are not using contraception methods for any reason. The study aimed to explore the effect of the UMNFP and to investigate the moderating role of a mother's education and employment status on a child's health.
methodsWe analyzed the data of 2,244 women in this study. To investigate the study objectives, we utilized the secondary dataset of the Pakistan Demographic and Health Survey (PDHS) 2017-18 (publicly available on the website of the National Institute of Population Studies) and applied binary logistic regression using SPSS 24.
resultsResults suggest a positive effect of a woman's age (25 to 39 years), maternal education (higher), father's education (higher), family's wealth status (richest), mass media exposure, and adequate birth spacing (at least for 33 months) on a child's health. On the other hand, there is an indirect association between maternal employment, unmet need for family planning, and a child's health. The moderating role of maternal education and employment on the relationship between household wealth status and a child's health is positive.
conclusionsWe conclude that the strong predictors of child health are UMNFP, maternal education, and employment. The link between the met need for family planning and the child's health is positive. The moderating effect of maternal education and household wealth status on a child's health is progressive. Similarly, the interaction effect of a mother's employment and household wealth status on a child's health is positive. Finally, we concluded that the link between the health of the child and household wealth status is much more diverse and positive when the mother is highly educated and currently employed.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.