Evidence map›Paper›PMID 37993605›Full record

ArticleScientific reports2023

Changes in discourse on unmet need for family planning among married women in India: evidence from NFHS-5 (2019-2021).

S K Singh, G C Kashyap, Himani Sharma, Sudipta Mondal, C H Legare

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Article in Scientific reports, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

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5citing papers 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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5 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

5 authors.

S K SinghDepartment of Survey Research and Data Analytics, International Institute for Population Sciences, Deonar, Mumbai, 400088, India.
G C KashyapInstitute of Health Management Research, Bangalore, 560105, India.
Himani SharmaDepartment of Survey Research and Data Analytics, International Institute for Population Sciences, Deonar, Mumbai, 400088, India. himani.sharma446@gmail.vom.
Sudipta MondalMeasurement, Learning and Evaluation, Project Concern International (PCI), New Delhi, 110020, India.
C H LegareDepartment of Psychology, Center for Applied Cognitive Science, Population Research Center, The University of Texas at Austin, Austin, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Unmet needs for contraception in India have declined over time but the rate has not been uniform among women across geographies and socio-economic strata. Identifying the characteristics of women in communities where unmet need is still high is important to devise appropriate strategies to ensure access and uptake of modern contraceptive methods. The current study examined whether there was a national decline in unmet need over time and if regional disparities exist in unmet need. Demographic variations in unmet need based on factors such as maternal age, education, religion, caste, wealth index quintile, family size, and access to antenatal care (ANC) were also documented. Our approach was to document the prevalence of total unmet need for family planning and unmet need for spacing among married Indian women and quantify variability based on socio-economic and demographic drivers within a hierarchal framework, thus providing both macro and micro perspectives. We used data from the fourth and fifth rounds of the National Family Health Survey (NFHS) collected from all the States and Union Territories (UTs) in India. Quantile regression analysis and multilevel regression techniques were used to understand the predictors for the total unmet need for family planning and the unmet need for spacing. Results show a considerable decline in the prevalence of unmet need for family planning in India from NFHS-4 to 5 (from 12.9 to 9.3%) in the last six6 years. The north-eastern states show a significant reduction in unmet need for family planning in Manipur (17.8%), Nagaland (13.5%), and followed by Sikkim (9.1%). The predictors such as years of schooling, place of residence, caste, religion, wealth quintile, number of antenatal care (ANC) visits, and children ever born have a significant association with unmet needs for family planning and spacing among married women in India. There is a significant association between years of schooling with the total unmet needs for family planning at (q25) quantiles and the unmet need for spacing at (q25, q50) quantiles. Results reveal that the demand for unmet need for spacing and limiting was the highest among the women in the age categories 15-19 (17.8%) and 20-24 (17.3%). The demand for limiting was the highest (6.8%) among Muslim women. Across wealth quantile categories, the overall unmet demand (11.4%) for spacing and limiting was the highest among the women in the lowest socioeconomic groups. We conclude that greater access to frontline health workers among young wives, and significant investment in education in general, will continue to reduce the unmet needs for family planning in India.

Indexed as

ContraceptionFamily Planning ServicesChildFamily CharacteristicsFemaleHumansIndiaMarriagePregnancy

Identifiers

PMID37993605
PMCPMC10665352

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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.