Adoption as a Population Stabilization Strategy in India: A Predictive Modeling Approach

Overpopulation, a pressing issue in India, is compounded by the nation's limited resources and has contributed to various socio-economic and environmental challenges. This study examines the relationship between population rates and adoption. It proposes that increasing adoption rates could be a viable solution to this issue. Using historical data and predictive modeling, the study examines fertility and forecasts population growth trends until 2050 and evaluates the potential of higher adoption rates to alleviate reliance on natural births and support sustainable development. The analysis incorporates a rich dataset of demographic factors, including adoption, births, and population, along with a sample of public viewpoints in India. This research contributes to the growing knowledge of adoption as a solution for population stability and machine learning-based counterfactual prediction.

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Publication Details

Published
2024-12-13
DOI
https://doi.org/10.1109/ictbig64922.2024.10911366
Primary Topic
Social and Economic Development in India
Type
article
Field-Weighted Citation Impact
0.00
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article

Adoption as a Population Stabilization Strategy in India: A Predictive Modeling Approach

Deepak Kumar, A. Sahoo, Anmol Chadha, Dyuti P Raman et al.
Social and Economic Development in India
article

Adoption as a Population Stabilization Strategy in India: A Predictive Modeling Approach

Deepak Kumar, A. Sahoo, Anmol Chadha, Dyuti P Raman, Prerna Ajmani
article en

Abstract

Overpopulation, a pressing issue in India, is compounded by the nation's limited resources and has contributed to various socio-economic and environmental challenges. This study examines the relationship between population rates and adoption. It proposes that increasing adoption rates could be a viable solution to this issue. Using historical data and predictive modeling, the study examines fertility and forecasts population growth trends until 2050 and evaluates the potential of higher adoption rates to alleviate reliance on natural births and support sustainable development. The analysis incorporates a rich dataset of demographic factors, including adoption, births, and population, along with a sample of public viewpoints in India. This research contributes to the growing knowledge of adoption as a solution for population stability and machine learning-based counterfactual prediction.

Openalex Percentile: Top 55%
Social and Economic Development in India
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Adoption as a Population Stabilization Strategy in India: A Predictive Modeling Approach — Deepak Kumar, A. Sahoo, et al. · (2024) | TGRS Research Map | TGRS