Exploring determinants of climate change adaptation by smallholder livestock farmers in coastal West Bengal, India using a double hurdle econometric approach

Coastal West Bengal, also known as 'Cyclone capital of India', is one of the most vulnerable regions due to the impact of cyclone-led climate disasters, disproportionately affecting the smallholder livestock rearers. Therefore, understanding the adaptation strategies available to smallholder livestock rearers and the factors influencing their adoption behaviour would facilitate an understanding of how they cope with the negative impacts of climate change. This study aimed to identify and explore climate adaptation strategies in the livestock sector as adopted by smallholder livestock rearers in coastal West Bengal. It also attempted to analyse the determinants influencing the adoption behaviour of the rearers at both levels of the adoption decision and intensity of adoption. Primary cross-sectional data were collected from 360 smallholder livestock rearers across all districts of coastal West Bengal using a multistage sampling approach. The double hurdle model was employed to assess adoption behaviour. Seven key adaptation strategies were identified, including improved feeding practices, shifting from large ruminants to small ruminants, availing of livestock insurance, well-ventilated housing, relocating animals to a safe place during disasters, preserving fodder, and providing more healthcare practices for livestock. While herd size, availability of climatic information, and community participation had a positive influence on the farmers' adoption decisions, the availability of non-institutional credit and infrastructure had a negative influence. The intensity of adoption was positively influenced by herd size, access to institutional credit, training received, community participation, and access to livestock extension services. The findings support the need for policy advocacy to provide institutional credit, strengthen institutions to facilitate better extension services, and establish safe places for animals, such as cyclone shelters. Climate policy should consider addressing the heterogeneity responsible for non-adoption among farmers through awareness-building and the provision of incentives. Policy should also be geared towards easy accessibility to better healthcare services for livestock, availability of improved feeds and fodder, a community fodder bank and an organised market for livestock produce.

Authors

Institutions

Publication Details

Journal
Scientific Reports
Published
2026-01-03
DOI
https://doi.org/10.1038/s41598-025-32890-2
Citations
1
Primary Topic
Climate change impacts on agriculture
Type
article
Field-Weighted Citation Impact
67.46

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Exploring determinants of climate change adaptation by smallholder livestock farmers in coastal West Bengal, India using a double hurdle econometric approach

Amitava Panja, Apoorva Veldandi, Bishwa Bhaskar Choudhary, Gopal Sankhala et al.
1 citations
Scientific Reports
Climate change impacts on agriculture
67.46
article

Exploring determinants of climate change adaptation by smallholder livestock farmers in coastal West Bengal, India using a double hurdle econometric approach

Amitava Panja, Apoorva Veldandi, Bishwa Bhaskar Choudhary, Gopal Sankhala, S. B. Zade, Sanchita Garai, Sanjit Maiti
article en
1 citations

Abstract

Coastal West Bengal, also known as 'Cyclone capital of India', is one of the most vulnerable regions due to the impact of cyclone-led climate disasters, disproportionately affecting the smallholder livestock rearers. Therefore, understanding the adaptation strategies available to smallholder livestock rearers and the factors influencing their adoption behaviour would facilitate an understanding of how they cope with the negative impacts of climate change. This study aimed to identify and explore climate adaptation strategies in the livestock sector as adopted by smallholder livestock rearers in coastal West Bengal. It also attempted to analyse the determinants influencing the adoption behaviour of the rearers at both levels of the adoption decision and intensity of adoption. Primary cross-sectional data were collected from 360 smallholder livestock rearers across all districts of coastal West Bengal using a multistage sampling approach. The double hurdle model was employed to assess adoption behaviour. Seven key adaptation strategies were identified, including improved feeding practices, shifting from large ruminants to small ruminants, availing of livestock insurance, well-ventilated housing, relocating animals to a safe place during disasters, preserving fodder, and providing more healthcare practices for livestock. While herd size, availability of climatic information, and community participation had a positive influence on the farmers' adoption decisions, the availability of non-institutional credit and infrastructure had a negative influence. The intensity of adoption was positively influenced by herd size, access to institutional credit, training received, community participation, and access to livestock extension services. The findings support the need for policy advocacy to provide institutional credit, strengthen institutions to facilitate better extension services, and establish safe places for animals, such as cyclone shelters. Climate policy should consider addressing the heterogeneity responsible for non-adoption among farmers through awareness-building and the provision of incentives. Policy should also be geared towards easy accessibility to better healthcare services for livestock, availability of improved feeds and fodder, a community fodder bank and an organised market for livestock produce.

Scientific ReportsVol. 16(1)
Indian Grassland and Fodder Research Institute (IN), National Dairy Research Institute (IN)
ICAR - National Agricultural Science Fund, Indian Council of Agricultural Research
Climate action
Openalex Percentile: Top 1%
Climate change impacts on agriculture
67.46
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.