Christopher N. Mdoe, Christopher P. Mahonge, Edwin E. Ngowi
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The results show that socio-economic factors significantly influenced adoption, particularly education level (higher education increased integrated farming adoption; <i>χ</i><sup>2</sup> = 132.48, <i>p</i> < 0.001), gender (male farmers were more likely to adopt integrated farming; <i>χ</i><sup>2</sup> = 5.239, <i>p</i> = 0.003), and household size (larger households favored integrated systems; <i>χ</i><sup>2</sup> = 10.838, <i>p</i> = 0.021). Institutional factors, including access to finance (<i>χ</i><sup>2</sup> = 10.258, <i>p</i> = 0.013), extension services (<i>χ</i><sup>2</sup> = 14.888, <i>p</i> = 0.008), and training (<i>χ</i><sup>2</sup> = 19.564, <i>p</i> = 0.003), facilitated adoption. Environmental conditions, such as proximity to water (<i>χ</i><sup>2</sup> = 6.351, <i>p</i> = 0.048) and lower climate variability (<i>p</i> = 0.011), also influenced uptake. Integrated farming, which combines aquaculture with agriculture and livestock, emerged as the dominant CSAq practice. Polyculture and monoculture were less commonly adopted. The regression results confirmed that integrated CSAq adoption is significantly driven by income diversity, household size, training, and climate risk perceptions. These findings directly inform the study’s recommendations, which emphasize targeted financial and technical support, including access to credit, extension services, and gender-responsive policies. Strengthening institutional capacity and embedding CSAq into national climate adaptation frameworks will be critical for scaling sustainable aquaculture in Tanzania and similar contexts.</p></div>","PeriodicalId":8122,"journal":{"name":"Aquaculture International","volume":"33 5","pages":""},"PeriodicalIF":2.2000,"publicationDate":"2025-05-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Drivers and barriers to climate-smart aquaculture adoption: insights from Mwanza and Mara Regions, Tanzania\",\"authors\":\"Christopher N. Mdoe, Christopher P. Mahonge, Edwin E. Ngowi\",\"doi\":\"10.1007/s10499-025-02028-2\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><p>Climate-Smart Aquaculture (CSAq) optimizes resource use, minimizes environmental impacts, and enhances resilience to climate stresses. However, adoption remains limited in African countries, including Tanzania, due to socio-economic, institutional, and environmental barriers. This study investigated drivers and enabling conditions for CSAq adoption in the Lake Zone of Tanzania. A cross-sectional survey of 384 smallholder aquaculture farmers in Mwanza and Mara regions was analyzed using a multinomial logit regression model. The results show that socio-economic factors significantly influenced adoption, particularly education level (higher education increased integrated farming adoption; <i>χ</i><sup>2</sup> = 132.48, <i>p</i> < 0.001), gender (male farmers were more likely to adopt integrated farming; <i>χ</i><sup>2</sup> = 5.239, <i>p</i> = 0.003), and household size (larger households favored integrated systems; <i>χ</i><sup>2</sup> = 10.838, <i>p</i> = 0.021). Institutional factors, including access to finance (<i>χ</i><sup>2</sup> = 10.258, <i>p</i> = 0.013), extension services (<i>χ</i><sup>2</sup> = 14.888, <i>p</i> = 0.008), and training (<i>χ</i><sup>2</sup> = 19.564, <i>p</i> = 0.003), facilitated adoption. Environmental conditions, such as proximity to water (<i>χ</i><sup>2</sup> = 6.351, <i>p</i> = 0.048) and lower climate variability (<i>p</i> = 0.011), also influenced uptake. Integrated farming, which combines aquaculture with agriculture and livestock, emerged as the dominant CSAq practice. Polyculture and monoculture were less commonly adopted. The regression results confirmed that integrated CSAq adoption is significantly driven by income diversity, household size, training, and climate risk perceptions. These findings directly inform the study’s recommendations, which emphasize targeted financial and technical support, including access to credit, extension services, and gender-responsive policies. 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引用次数: 0
摘要
气候智慧型水产养殖(CSAq)优化资源利用,最大限度地减少环境影响,并增强对气候压力的抵御能力。然而,由于社会经济、体制和环境障碍,在包括坦桑尼亚在内的非洲国家,收养仍然有限。本研究调查了坦桑尼亚湖区采用CSAq的驱动因素和有利条件。采用多项logistic回归模型对Mwanza和Mara地区384名小农水产养殖户进行了横断面调查。结果表明,社会经济因素显著影响采用率,特别是教育水平(高等教育增加综合农业采用率;χ2 = 132.48, p < 0.001)、性别(男性农民更倾向于采用综合耕作;χ2 = 5.239, p = 0.003)、家庭规模(较大的家庭偏爱集成系统;χ2 = 10.838, p = 0.021)。制度因素,包括获得资金(χ2 = 10.258, p = 0.013)、推广服务(χ2 = 14.888, p = 0.008)和培训(χ2 = 19.564, p = 0.003),促进了收养。环境条件,如靠近水(χ2 = 6.351, p = 0.048)和较低的气候变率(p = 0.011),也会影响吸收。将水产养殖与农业和畜牧业相结合的综合养殖成为CSAq的主要做法。混合栽培和单一栽培较少被采用。回归结果证实,综合CSAq的采用在很大程度上受到收入多样性、家庭规模、培训和气候风险认知的推动。这些发现直接为研究报告的建议提供了依据,这些建议强调有针对性的财政和技术支持,包括获得信贷、推广服务和促进性别平等的政策。加强机构能力并将CSAq纳入国家气候适应框架对于在坦桑尼亚和类似情况下扩大可持续水产养殖规模至关重要。
Drivers and barriers to climate-smart aquaculture adoption: insights from Mwanza and Mara Regions, Tanzania
Climate-Smart Aquaculture (CSAq) optimizes resource use, minimizes environmental impacts, and enhances resilience to climate stresses. However, adoption remains limited in African countries, including Tanzania, due to socio-economic, institutional, and environmental barriers. This study investigated drivers and enabling conditions for CSAq adoption in the Lake Zone of Tanzania. A cross-sectional survey of 384 smallholder aquaculture farmers in Mwanza and Mara regions was analyzed using a multinomial logit regression model. The results show that socio-economic factors significantly influenced adoption, particularly education level (higher education increased integrated farming adoption; χ2 = 132.48, p < 0.001), gender (male farmers were more likely to adopt integrated farming; χ2 = 5.239, p = 0.003), and household size (larger households favored integrated systems; χ2 = 10.838, p = 0.021). Institutional factors, including access to finance (χ2 = 10.258, p = 0.013), extension services (χ2 = 14.888, p = 0.008), and training (χ2 = 19.564, p = 0.003), facilitated adoption. Environmental conditions, such as proximity to water (χ2 = 6.351, p = 0.048) and lower climate variability (p = 0.011), also influenced uptake. Integrated farming, which combines aquaculture with agriculture and livestock, emerged as the dominant CSAq practice. Polyculture and monoculture were less commonly adopted. The regression results confirmed that integrated CSAq adoption is significantly driven by income diversity, household size, training, and climate risk perceptions. These findings directly inform the study’s recommendations, which emphasize targeted financial and technical support, including access to credit, extension services, and gender-responsive policies. Strengthening institutional capacity and embedding CSAq into national climate adaptation frameworks will be critical for scaling sustainable aquaculture in Tanzania and similar contexts.
期刊介绍:
Aquaculture International is an international journal publishing original research papers, short communications, technical notes and review papers on all aspects of aquaculture.
The Journal covers topics such as the biology, physiology, pathology and genetics of cultured fish, crustaceans, molluscs and plants, especially new species; water quality of supply systems, fluctuations in water quality within farms and the environmental impacts of aquacultural operations; nutrition, feeding and stocking practices, especially as they affect the health and growth rates of cultured species; sustainable production techniques; bioengineering studies on the design and management of offshore and land-based systems; the improvement of quality and marketing of farmed products; sociological and societal impacts of aquaculture, and more.
This is the official Journal of the European Aquaculture Society.