Determinants of Climate Smart Agriculture Technology Adoption in the Drought Prone Districts of Malawi using a Multivariate Probit Analysis
Francis Maguza-Tembo, Abdi-Khalil Edriss, Julius Mangisoni
Asian Journal of Agricultural Extension, Economics & Sociology · pp. 1–12 · Published 10 Apr 2017
10.9734/AJAEES/2017/32489Abstract
Climate variability is one of the limiting factors to increasing per capita food production for most smallholder farmers in Africa. The adoption and diffusion of climate smart agriculture technologies, as a way to tackle this barrier, has become an important issue in the development policy agenda for sub-Saharan Africa. This paper examines the adoption decisions for climate smart agriculture technologies using cross sectional household data, collected in 2014 from 619 farm households, in 2 districts of southern Malawi. In contrast to other studies that analyse technology adoption decisions separately, we analyse all four adoption decisions simultaneously using the multivariate probit method. This not only improves the precision of the estimation results and provides consistent standard errors of the estimates, but also enables us to analyse the interrelations between the four adoption decisions. This study shows how the estimation results, and particularly the estimated correlation coefficients, can be utilized to gain a deep insight into the interrelations between the different adoption decisions. The study reveals that gender, age, location, farmer type, level of education, livelihood status/ off-farm participation, land size and source/ownership, household income, household expenditure, anticipated weather pattern, climate variability knowledge/signs, access to credit, all influence the adoption decision of Climate Smart Technologies either positively or negatively.
Cited by 20
Seher Muneer, Khuda Bakhsh, Rafaqet Ali · Environment, Development and Sustainability · 2023
Xingyan Du, Xinyao He, Xiaozeng Wang · Frontiers in Sustainable Food Systems · 2025
Abera Argo Lankamo, Dayanandan Ramalingam, Bantyergu Engida Bati · Sage Open · 2025
Natson Eyram Amengor, Dadson Awunyo-Vitor, Bright Owusu Asante · Cogent Food & Agriculture · 2022
Miftha Beshir, Menfese Tadesse, Fantaw Yimer · Sustainability · 2022
Samuel Diro, Agajie Tesfaye, Beza Erko · Agriculture & Food Security · 2022
Nhat Lam Duyen Tran, Roberto F. Rañola,, Bjoern Ole Sander · International Journal of Climate Change Strategies and Management · 2019
Joshua M. Duke, Robert J. Johnston, Amy L. Shober · Applied Economic Perspectives and Policy · 2022
Abiud J. Bongole, Joseph P. Hella, Kenneth M. K. Bengesi · Frontiers in Sustainable Food Systems · 2022
Related research
- Tropical Forest: A Potential Resource for Climate Change Mitigation in Ghana — shares topic coverage
- Investigation of Climate Variability Over High Rainfall Zone of Tamil Nadu, India — shares topic coverage
- Assessment of Croplands’ Exposure to Climate Variability in the Federal Capital Territory (FCT), Abuja, Nigeria — shares topic coverage
- Opportunities and Constraints for Disaster Risk Reduction and Resilience Building among the Kenyan Pastoral Communities, Mandera County, Kenya — shares topic coverage
- Local Perception of Climate Variability as a Guide to Weather Forecasting and Farmer Decision Making in Beaniky and Antseky Ambovombe – Androy, Madagascar — shares topic coverage
Article metrics
Real usage data collected on this platform.
0
Page views
0
PDF downloads
0
Outbound clicks
20
Citations
Views by country
Approximate, from request IP at view time — not citizenship or institution. Countries with fewer than 5 views are grouped as "Other".
No views recorded yet.
Traffic sources
Referring site, by host.
No traffic recorded yet.
Views and downloads exclude known bots/crawlers. Citations combines this platform's own DOI-resolved index with each external source's own reported total — see Cited by above for individually listed citing works. Last refreshed 0 seconds ago.