Attributers of the technologies intervened through frontline demonstrations

Front Line Demonstrations (FLDs) are effective extension tools to showcase and disseminate agricultural technologies under real farm conditions. This study was conducted during 2024-25 in Akola district to assess the perceived attributes and impact of technologies demonstrated through FLDs by Krishi Vigyan Kendra (KVK), Akola. A population study covering 230 beneficiaries across 14 FLDs was undertaken using an exploratory and diagnostic design. Standardized scales measured farmers’ socio-economic profile, technology attributes, and impact indicators such as knowledge, adoption, productivity, and income. Results showed that technologies were perceived as advantageous, compatible, simple, observable, and reliable. Knowledge increased by 39.02%, adoption by 74.95%. Correlation analysis revealed positive relationships of adoption with education, farm size, income, innovativeness, economic motivation, and risk preference. The findings highlight the crucial role of FLDs in bridging research-extension gaps and improving farmers’ socio-economic conditions.