Factors influencing household-level adoption of soil and water conservation practices among smallholder farmers: Application of Binary Logistic Regression

Soil and water resources are the foundation of life on Earth, serving as the most essential natural resources for sustaining agricultural productivity, ecological balance, and human well-being. They form the basis for food security, biodiversity, and environmental sustainability. However, in many developing countries, including Ethiopia, soil and water resources are under severe pressure due to both natural and human-induced factors. Unsustainable land use, rapid population growth, deforestation, and poor management practices have significantly accelerated the rate of soil degradation and water scarcity. As a result, the productivity of agricultural lands has declined, threatening livelihoods that depend heavily on these natural resources. In response, numerous soil and water conservation (SWC) measures have been introduced over the past decades, both by farmers through indigenous knowledge and by government and development agencies through modern interventions. Despite these efforts, the rate of adoption of SWC practices among smallholder farmers remains uneven and often limited by socio-economic, institutional, and environmental constraints.



The present study was therefore conducted to assess farmers’ practices and identify the key factors influencing the adoption of soil and water conservation measures in the study area. The primary goal was to generate a comprehensive understanding of how farmers manage soil and water resources, what motivates or discourages their adoption of conservation techniques, and how different socio-economic variables interact to shape these decisions. Understanding these dynamics is essential for designing effective policies and interventions aimed at promoting sustainable land management and improving agricultural productivity in erosion-prone areas.



To achieve these objectives, a cross-sectional survey design was employed. The study used a mixed research approach, specifically a concurrent triangulation strategy, which allowed the integration of both quantitative and qualitative data collected simultaneously. This approach enabled the researcher to validate and enrich the findings through the combination of statistical analysis and narrative insights. A total of 341 farm households were selected using a simple random sampling technique to ensure representativeness of the population and to minimize bias. Data collection instruments included structured questionnaires, key informant interviews (KIIs), and focus group discussions (FGDs). The combination of these tools provided a holistic understanding of both the statistical trends and the underlying reasons behind farmers’ decisions regarding SWC adoption.



Quantitative data were analyzed using descriptive and inferential statistical methods. Descriptive statistics such as frequency, percentage, mean, and standard deviation were used to summarize and describe farmers’ demographic and socio-economic characteristics, as well as their perceptions and practices regarding soil and water conservation. Inferential analysis, particularly the binary logistic regression model, was employed to identify and quantify the factors influencing the likelihood of adopting soil and water conservation practices among households. This model was suitable because the dependent variable—whether a farmer adopted SWC measures—was dichotomous (adopted or not adopted). Additionally, qualitative data obtained from interviews and group discussions were transcribed, narrated, and thematically analyzed to complement and validate the quantitative findings.



The results of the study revealed that deforestation, steep topography, erratic and erosive rainfall, land fragmentation, overgrazing, weak management systems, and improper farming practices are the major drivers of soil degradation in the study area. Continuous cultivation without sufficient fallow periods and limited use of organic or chemical fertilizers have further exacerbated soil nutrient depletion. Farmers reported that soil erosion and loss of fertility were among the most pressing challenges, often leading to reduced crop yields and food insecurity. The physical nature of the landscape, characterized by steep slopes and shallow soils, further intensified the problem, particularly during heavy rainfall seasons when surface runoff and sediment loss are high.



Despite these challenges, farmers in the area have developed and maintained a range of indigenous soil conservation practices that have been passed down through generations. These include crop rotation, contour plowing, fallowing, mulching, manuring, and the construction of traditional cut-off drains. These practices play an important role in minimizing soil erosion, maintaining soil fertility, and improving water infiltration. In recent years, however, the introduction of modern soil and water conservation measures has been encouraged by local government offices and development partners. The most commonly adopted modern measures include soil bunds, vetiver grass strips, agroforestry systems, hillside terracing, and micro-basins. The integration of indigenous knowledge with modern conservation technologies has shown promising results in reducing erosion and improving soil structure and productivity.



The binary logistic regression analysis identified several key socio-economic and institutional variables that significantly influenced the adoption of SWC measures. Gender, for instance, had a positive and significant effect on adoption, indicating that male-headed households were more likely to adopt conservation practices, possibly due to greater access to labor, land, and information. Age of the household head also showed a positive relationship, suggesting that experience accumulated over time enhances awareness and appreciation of the long-term benefits of conservation. Educational status emerged as another important factor, as literate farmers were more likely to adopt improved SWC technologies due to better understanding of training materials and extension messages.



Moreover, access to credit was found to have a positive and significant influence on adoption. Farmers with access to financial resources were more capable of covering the initial costs of implementing conservation structures and maintaining them over time. Similarly, landholding size had a positive association, implying that households with larger plots had more flexibility to allocate portions of their land for conservation without compromising food production. In contrast, distance to farm plots exhibited a negative and significant relationship, meaning that the farther the farmland was from the homestead, the less likely the farmer was to adopt SWC measures. This is likely due to the increased labor and transportation burden associated with managing distant fields.



Qualitative findings further supported these results. Farmers emphasized that the success of SWC adoption depends not only on economic and biophysical conditions but also on the level of community participation, local leadership, and extension support. In areas where local extension workers were active and community-based organizations were functional, adoption rates were notably higher. Conversely, in places with weak institutional linkages and poor follow-up, conservation structures often deteriorated or were abandoned after implementation.