Mwikamba Jimson Nyambu, Otieno David Jakinda, Oluoch-Kosura Willis
Department of Agricultural Economics, University of Nairobi, Kenya.
Heliyon. 2024 Aug 24;10(17):e36917. doi: 10.1016/j.heliyon.2024.e36917. eCollection 2024 Sep 15.
Horticulture is highly affected by climate variability. Various measures including climate-smart horticulture (CSH) practices are applied by farmers to curb the severity of climate change. Some farmers use mobile phones to access information and enhance their knowledge and skills related to CSH. However, the empirical effect of mobile phone usage on productivity of CSH farmers remains unclear. To address this, the study analyzed primary data from 403 farmers in Taita-Taveta County. Data envelopment analysis (DEA) technique was used to assess technical efficiency (TE), while a two-stage model incorporating partial factor productivity and a Tobit model was employed to examine the effect of mobile phone use on CSH productivity. Results showed that farmers' TE scores were 24.9 %, 34.3 % and 54.3 % for green grams, tomatoes and both crops, respectively. Productivity levels obtained for green grams, tomatoes and both crops were 143.3 kg/acre, 4817.1 kg/acre and 2716 kg/acre, respectively. Mobile phone usage in CSH has the potential to enhance both TE and productivity. These findings demonstrate the need for horticulture stakeholders to develop an effective information management policy to enable delivery of credible, timely and simple CSH information to farmers.
园艺业受气候变化的影响很大。农民们采取了包括气候智能型园艺(CSH)做法在内的各种措施来减轻气候变化的严重程度。一些农民使用手机获取信息,以增强他们与气候智能型园艺相关的知识和技能。然而,使用手机对气候智能型园艺农民生产力的实际影响仍不明确。为了解决这个问题,该研究分析了来自泰塔 - 塔韦塔县403名农民的原始数据。数据包络分析(DEA)技术用于评估技术效率(TE),同时采用包含部分要素生产率的两阶段模型和Tobit模型来检验手机使用对气候智能型园艺生产力的影响。结果表明,绿豆、西红柿以及两种作物的农民技术效率得分分别为为24.9%、34.3%和54.3%。绿豆、西红柿以及两种作物的产量水平分别为143.3公斤/英亩、4817.1公斤/英亩和2716公斤/英亩。在气候智能型园艺中使用手机有可能提高技术效率和生产力。这些发现表明,园艺业利益相关者需要制定有效的信息管理政策,以便向农民提供可靠、及时且简单的气候智能型园艺信息。