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Mapping son preference in India, 2002–2021: Spatial patterns and trends using model-based small area estimation

Mapping son preference in India, 2002–2021: Spatial patterns and trends using model-based small area estimation
Mapping son preference in India, 2002–2021: Spatial patterns and trends using model-based small area estimation
Background: Despite widespread interest in son preference in India, the study of its spatial distribution and trends by parity at the district level is limited.

Objective: This study investigates spatial patterns and temporal trends in son preference by parity across districts of India from 2002 to 2021.

Methods: We applied model-based area-level small area estimation techniques on data from consecutive rounds of the Indian National Family Health Survey and the District Level Household Survey to derive district-level estimates of son preference by parity. Spatial patterns and clustering were examined using Moran’s I and local indicators of spatial autocorrelation across multiple rounds of survey.

Results: At parity 1, only a few districts showed a strong son preference in 2002–2004, but this number steadily increased in each subsequent survey round. In contrast, the number of districts with high son preference at parity 2 rose in 2007–2008 and then declined in subsequent rounds. At parity 3 or higher, the number of districts showing a strong son preference declined consistently in each subsequent survey round.

Conclusions: Son preference in India exhibits distinct spatial and evolving temporal patterns across parities. The increasing prevalence at parity 1 and declining trends at higher parities suggest shifting reproductive behaviours. These findings underscore the need for targeted district-level, parity-specific interventions to address persistent and emerging gender-biased norms in son preference.

Contribution: This study is the first of its kind to examine trends in son preference by parity across Indian districts in the last two decades using data from four consecutive rounds of large-scale national household surveys conducted between 2002 and 2021.
1435-9871
915-936
Kumar Upadhyay, Ashish
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Singh, Abhishek
f9db8b29-b2fa-4fe8-b3e0-8059f0881836
Singh, Ashish
c85deae6-77e2-4621-83cb-44c7aea25e98
Johnson, Fiifi Amoako
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Kumar, Kaushalendra
b21bdd27-b1aa-41f6-8ee6-d0da4ff9b6e4
Tzavidis, Nikos
431ec55d-c147-466d-9c65-0f377b0c1f6a
Padmadas, Sabu
64b6ab89-152b-48a3-838b-e9167964b508
Kumar Upadhyay, Ashish
6a760f94-1800-44f8-8b87-740e50e72050
Singh, Abhishek
f9db8b29-b2fa-4fe8-b3e0-8059f0881836
Singh, Ashish
c85deae6-77e2-4621-83cb-44c7aea25e98
Johnson, Fiifi Amoako
51d87a39-5ed0-4e0f-8a62-8a7cf6af40e2
Kumar, Kaushalendra
b21bdd27-b1aa-41f6-8ee6-d0da4ff9b6e4
Tzavidis, Nikos
431ec55d-c147-466d-9c65-0f377b0c1f6a
Padmadas, Sabu
64b6ab89-152b-48a3-838b-e9167964b508

Kumar Upadhyay, Ashish, Singh, Abhishek, Singh, Ashish, Johnson, Fiifi Amoako, Kumar, Kaushalendra, Tzavidis, Nikos and Padmadas, Sabu (2025) Mapping son preference in India, 2002–2021: Spatial patterns and trends using model-based small area estimation. Demographic Research, 53 (28), 915-936. (doi:10.4054/DemRes.2025.53.28).

Record type: Article

Abstract

Background: Despite widespread interest in son preference in India, the study of its spatial distribution and trends by parity at the district level is limited.

Objective: This study investigates spatial patterns and temporal trends in son preference by parity across districts of India from 2002 to 2021.

Methods: We applied model-based area-level small area estimation techniques on data from consecutive rounds of the Indian National Family Health Survey and the District Level Household Survey to derive district-level estimates of son preference by parity. Spatial patterns and clustering were examined using Moran’s I and local indicators of spatial autocorrelation across multiple rounds of survey.

Results: At parity 1, only a few districts showed a strong son preference in 2002–2004, but this number steadily increased in each subsequent survey round. In contrast, the number of districts with high son preference at parity 2 rose in 2007–2008 and then declined in subsequent rounds. At parity 3 or higher, the number of districts showing a strong son preference declined consistently in each subsequent survey round.

Conclusions: Son preference in India exhibits distinct spatial and evolving temporal patterns across parities. The increasing prevalence at parity 1 and declining trends at higher parities suggest shifting reproductive behaviours. These findings underscore the need for targeted district-level, parity-specific interventions to address persistent and emerging gender-biased norms in son preference.

Contribution: This study is the first of its kind to examine trends in son preference by parity across Indian districts in the last two decades using data from four consecutive rounds of large-scale national household surveys conducted between 2002 and 2021.

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Accepted/In Press date: 10 November 2025
e-pub ahead of print date: 18 November 2025

Identifiers

Local EPrints ID: 507095
URI: http://eprints.soton.ac.uk/id/eprint/507095
ISSN: 1435-9871
PURE UUID: e6834a2d-01ec-4c0b-8d95-9e451312f012
ORCID for Nikos Tzavidis: ORCID iD orcid.org/0000-0002-8413-8095
ORCID for Sabu Padmadas: ORCID iD orcid.org/0000-0002-6538-9374

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Date deposited: 26 Nov 2025 17:50
Last modified: 27 Nov 2025 02:38

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Contributors

Author: Ashish Kumar Upadhyay
Author: Abhishek Singh
Author: Ashish Singh
Author: Fiifi Amoako Johnson
Author: Kaushalendra Kumar
Author: Nikos Tzavidis ORCID iD
Author: Sabu Padmadas ORCID iD

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