Spatial heterogeneity in son preference across India’s 640 districts: An application of small-area estimation
Spatial heterogeneity in son preference across India’s 640 districts: An application of small-area estimation
Background: Son preference is culturally rooted across generations in India. While the social and economic implications of son preference are widely acknowledged, there is little evidence on spatial heterogeneity, especially at the district level.
Objective: To derive estimates of son preference for the 640 districts of India and examine spatial heterogeneity in son preference across the districts of India.
Methods: We apply model-based Small-Area Estimation (SAE) techniques, linking data from the 2015–2016 Indian National Family Health Survey and the 2011 Indian Population and Housing Census to generate district-level estimates of son preference.
Results: The diagnostic measures confirm that the model-based estimates are robust enough to provide reliable estimates of son preference at the district level. Son preference is highest in the districts across northern and central Indian states, followed by districts in Gujarat and Maharashtra, and lowest in the southern districts in Telangana, Andhra Pradesh, Kerala, and Tamil Nadu.
Conclusions: There is considerable heterogeneity in son preference across Indian districts, often masked by state-level average estimates. Our findings warrant urgent policy interventions targeting specific districts in India to tackle the ongoing son-preference attitudes and practices.
Contribution: Our study demonstrates the power of SAE techniques to generate robust estimates of son preference at the district level. This study is the first of its kind to examine spatial patterns in parity-specific son preference at the district level in India.
Son preference, Spatial heterogeneity, India, Demographic and Health Surveys, Small area estimation, Districts
793–842
Singh, Abhishek
951372af-5d13-4535-b863-b1d46d4017c5
Upadhyay, Ashish Kumar
0f9e73f4-97a9-4cd1-a53d-0850fbe9c62e
Kumar, Kaushalendra
877c53f9-f099-456c-8b03-e0c916dc593a
Singh, Ashish
58ea1767-b859-47f8-8c45-7a92d47e9825
Amoako Johnson, Fiifi
c81e962a-1b63-49d4-b64e-a402b8ad5b36
Padmadas, Sabu S.
64b6ab89-152b-48a3-838b-e9167964b508
1 December 2022
Singh, Abhishek
951372af-5d13-4535-b863-b1d46d4017c5
Upadhyay, Ashish Kumar
0f9e73f4-97a9-4cd1-a53d-0850fbe9c62e
Kumar, Kaushalendra
877c53f9-f099-456c-8b03-e0c916dc593a
Singh, Ashish
58ea1767-b859-47f8-8c45-7a92d47e9825
Amoako Johnson, Fiifi
c81e962a-1b63-49d4-b64e-a402b8ad5b36
Padmadas, Sabu S.
64b6ab89-152b-48a3-838b-e9167964b508
Singh, Abhishek, Upadhyay, Ashish Kumar, Kumar, Kaushalendra, Singh, Ashish, Amoako Johnson, Fiifi and Padmadas, Sabu S.
(2022)
Spatial heterogeneity in son preference across India’s 640 districts: An application of small-area estimation.
Demographic Research, 47 (26), , [26].
(doi:10.4054/DemRes.2022.47.26).
Abstract
Background: Son preference is culturally rooted across generations in India. While the social and economic implications of son preference are widely acknowledged, there is little evidence on spatial heterogeneity, especially at the district level.
Objective: To derive estimates of son preference for the 640 districts of India and examine spatial heterogeneity in son preference across the districts of India.
Methods: We apply model-based Small-Area Estimation (SAE) techniques, linking data from the 2015–2016 Indian National Family Health Survey and the 2011 Indian Population and Housing Census to generate district-level estimates of son preference.
Results: The diagnostic measures confirm that the model-based estimates are robust enough to provide reliable estimates of son preference at the district level. Son preference is highest in the districts across northern and central Indian states, followed by districts in Gujarat and Maharashtra, and lowest in the southern districts in Telangana, Andhra Pradesh, Kerala, and Tamil Nadu.
Conclusions: There is considerable heterogeneity in son preference across Indian districts, often masked by state-level average estimates. Our findings warrant urgent policy interventions targeting specific districts in India to tackle the ongoing son-preference attitudes and practices.
Contribution: Our study demonstrates the power of SAE techniques to generate robust estimates of son preference at the district level. This study is the first of its kind to examine spatial patterns in parity-specific son preference at the district level in India.
Text
DR 47-26
- Accepted Manuscript
Text
47-26
- Version of Record
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Accepted/In Press date: 28 November 2022
Published date: 1 December 2022
Keywords:
Son preference, Spatial heterogeneity, India, Demographic and Health Surveys, Small area estimation, Districts
Identifiers
Local EPrints ID: 473332
URI: http://eprints.soton.ac.uk/id/eprint/473332
ISSN: 1435-9871
PURE UUID: b9a3c29e-821f-4117-a2f1-ae1815021626
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Date deposited: 16 Jan 2023 17:34
Last modified: 17 Mar 2024 02:57
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Author:
Abhishek Singh
Author:
Ashish Kumar Upadhyay
Author:
Kaushalendra Kumar
Author:
Ashish Singh
Author:
Fiifi Amoako Johnson
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