ArticleJournal of family medicine and primary care2024
From data to decisions: Exploring family planning services utilization in Karnataka and India through the prism of NFHS-4 and NFHS-5.
Article in Journal of family medicine and primary care, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
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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.
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Who cites it
1 citing paper in PubMed.
- Beyond the numbers: Mapping Maternal Health Care Services utilization, identifying gaps, and shaping solutions in Karnataka and India through the perspectives of NFHS-4 and NFHS-5.Journal of family medicine and primary care · 2025Article
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3 authors.
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Abstract
Background: Family planning (FP) services are pivotal in assessing a country's healthcare efficacy. Despite India's strides in FP promotion, disparities persist in its utilization rates. This study analyzes Karnataka's FP trends by using National Family Health Survey (NFHS) rounds 4 and 5, comparing its indicators with national averages. Methods: A retrospective record review-based descriptive study design was employed. Data from NFHS-4 (2015-16) and NFHS-5 (2019-21) were analyzed using MS Excel 365. Key variables included age at marriage, total fertility rate (TFR), and various contraceptive methods. Results: Karnataka exhibited a stable rate of early marriages for women and a decline among men aged 25-29 years. TFR in Karnataka slightly decreased, with increased contraceptive usage and significant growth in modern contraceptive methods. However, male sterilization rates remained low. There was an improvement in health workers' engagement with female non-users and in providing information on contraceptive side effects. Conclusion: While Karnataka has progressed in FP, challenges such as early marriages persist. Enhancing integration, leveraging technology, and empowering women are essential for comprehensive FP services in India.
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