Group Members Research Articles

TECHNICAL EFFICIENCY OF LAYER FARMERS IN AKWA IBOM

This study analyzed the technical efficiency of layer farmers in Akwa Ibom State, Nigeria. A multistage random sampling technique was employed to select a total of 100-layer farmers across three agricultural zones in Akwa Ibom State. Relevant data was collected with the aid of a questionnaire. Data collated from the field was analyzed using descriptive statistics, stochastic production frontier, and maximum likelihood estimates. The result showed that most of the farmers were female, with mean age of 36.68 years for layer farmers. The production function estimate showed that hired labour, feeds, capital depreciation, pen size, and saw dust use positively influenced output of layer birds, while family labour and medication had a negative impact on output. The technical efficiency distribution showed a mean efficiency of 66%. The determinants of technical inefficiency showed that education, family size, market share, farming experience, extension visits, trainings, farm size and membership in social groups had negative influence of technical inefficiency of layer production, and farmers age and access to credit had a positive effect on the technical inefficiency of layer production. The study recommends the government and relevant stakeholders should make efforts to subsidize the cost of essential poultry inputs, and develop a workable system to enable poultry farmers access credit. Also, extension training should be intensified as it is shown to improve the technical efficiency of layer farmers.

PERCEPTIONS OF CLIMATE CHANGE AND THEIR DETERMINANTS AMONG THE SMALLHOLDER FARMERS IN MACHAKOS COUNTY

Climate change is expected to affect the livelihoods of smallholder farmers in Machakos County due to their overdependence on rain-fed agriculture. Farmers perception of climate change and variability influences their understanding and management of climate change-induced risks and uncertainties, especially in rain-fed agriculture. The study was carried out to evaluate smallholder farmers awareness and perception of climate change and the factors influencing the perception of climate change in Machakos County. Data was collected from 400 farmers from six locations sampled through a multistage and simple random sampling procedure. The Heckman probit model was fitted to the data to avoid sample selection bias since not every farmer who may perceive climate change responds by adapting. The analysis revealed that 96% of smallholder farmers in Machakos County were aware of climate change, 87.3% perceived that temperature was rising, and 96.8% perceived that rainfall was decreasing. In this regard, the age of the household head, Gender, education, household size, group membership, distance to the nearest input sellers, distance to the closest market access to insurance, land size, off-farm income, access to information on climate change, access to extension services, access to credit, changes in temperature and rainfall were found to have a significant influence on the probability of farmers to perceive and/or adapt to climate change.

Socio-economic Challenges Deterring Sustainable Pastoralism Among Women Pastoralists in the Sahel Region of Northern Nigeria

Female pastoralists exhibit great strength in the drive to make a dependable livelihood from livestock tending. This is not without challenges that are gender- specific. This paper examines the socio-economic and environmental challenges faced by women pastoralists in the Sahelian Region of Northern Nigeria. Primary data were derived from an interview of 2,290 adult female household members in 6 local government areas in Bauchi and Gombe States in Nigeria. A stepwise regression analysis determined that amongst 23 socio-economic variables, 14 were significant explanatory or predictive variables (p < 0.05) for the socio-economic status of women, as a measure of their capacity to sustain pastoralism. The results indicate that the length of time or experience in pastoralism had the most predictive power (β = 0.31; p < 0.05), and contributed 13% (R 2 = 0.13) in enhancing the socio- economic status of pastoralist women. This was followed by other socio-economic factors such as the level of formal educational attained, participation in household livestock raising, ownership of large livestock, climate change awareness, prevalence of out-of-school children within the household, availability of household transportation means, category of health care facility accessed, involvement in non- agricultural economic sectors, involvement in food crop farming, ownership of small livestock, amount of rest/sleep affordable, membership of community development groups, and age. The paper recommends support for female education in pastoral communities, access to health care in remote areas, and upgrading community development groups to cooperative or self-help groups that can provide affordable loans to assist pastoralist women in thriving better in a supposedly male-dominated profession.

Adaptation of Wetland Farming Communities to Modernization: Case Study in Jelapat 1 Village, Indonesia

Modernization can bring progress on the one hand, but on the other hand, modernization may not provide the expected benefits, such as increasing dependence on expensive agricultural inputs and climate change which has an impact on agricultural practices. The main theme of the research is wetland farming communities facing the flow of modernization to outline farming community strategies in adapting wetland farming practices. This research uses a qualitative approach with a case study method based on considering the specificity of the theme according to the characteristics of the research area in Jelapat 1 Village, Tamban District, Barito Kuala Regency. Informants were selected purposively using the criteria of character, membership of farmer groups, and willingness to become informants. Data was collected using observation methods, in-depth interviews, and documentation to obtain valid and varied data. Data were analyzed through data reduction, data presentation, and conclusion drawing stages. For data credibility, triangulation techniques were used. The research results show that farmers in Jelapat 1 Village face water conditions that always inundate agricultural land, which is difficult to control due to strong natural factors. The challenges faced by farmers besides pasang pandit are also dwarf pests and birds. Concerning modernization, it can be concluded that farmers in Jelapat 1 Village use traditional knowledge in adapting agricultural practices in wetlands, namely, arranging planting patterns, making simple water channels, selecting superior seeds that suit wetland criteria, and using organic fertilizer. This phenomenon indicates the conservation of local wisdom in wetland farming in Jelapat 1 Village by the farming community.

A Study on Anomie and Neoliberalism: The Role of Social Disconnection on Well-Being

This study analyses whether the levels of anomie and social disconnection as consequences of the perceived implementation of neoliberal economic measures have a negative influence on the well-being of individuals. The study sample consisted of 334 Spanish participants residing in the city and province of Malaga, Spain (201 women and 133 men). The age of the participants ranged from 18 to 80 years (M = 33.22, SD = 15.35). The results obtained in our research showed that anomie and social disconnection exert a serial mediation on the relationship between perceived neoliberalism and well-being. It was obtained that perceived neoliberalism had a positive effect on anomie and that anomie had a positive effect on social disengagement, while pointing to social disengagement having a negative effect on well-being. The results are interpreted from the perspective of social identity, assuming that a society as being in a state of anomie fails to satisfy important psychological needs. This anomie causes individuals to perceive themselves as more disconnected, and as such not benefiting from the potential positive effects of group membership and social identification.

Clinical, cognitive, and functional characteristics of recent-onset psychosis with autistic features: A 2-year longitudinal study

Though categorized as separate illnesses, schizophrenia and autism are known to exhibit shared characteristics. This study explored the distinctions in clinical, cognitive, and functional characteristics among individuals with recent-onset psychosis, considering the severity of their autistic symptoms, involving longitudinal examinations. We analyzed 671 patients with recent-onset psychosis from Korean Early Psychosis Cohort Study (KEPS), and used the PANSS Autism Severity Score (PAUSS) to categorize patient into ‘autistic’, ‘moderate’, and ‘non-autistic’ groups. The autistic group had the highest rate of schizophrenia diagnosis, and the lowest incidence of comorbid psychiatric disorders. Schizophrenia diagnosis predicted membership of the autistic group. More severe autistic symptoms correlated with worse overall symptoms and functional outcomes, which significantly predicted membership of the autistic group. Cognitive impairments and emotional recognition difficulties increased with the severity of autistic symptoms. 2-year longitudinal assessments demonstrated that group differences in autistic features and overall symptoms, and functional outcomes remained consistent, and membership of the autistic group significantly predicted symptomatic remission and functional recovery. In conclusion, the presence of autistic symptoms has a significant impact on the overall symptomatology and functional capabilities. They are enduring attributes rather than temporary state variables, and serve as a significant predictor for both symptomatic and functional recovery.

The nasty neighbor effect in humans.

Like other group-living species, humans often cooperate more with an in-group member than with out-group members and strangers. Greater in-group favoritism should imply that people also compete less with in-group members than with out-group members and strangers. However, in situations where people could invest to take other's resources and invest to protect against exploitation, we observed the opposite. Akin to what in other species is known as the "nasty neighbor effect," people invested more when facing an in-group rather than out-group member or stranger across 51 nations, in different communities in Kenya, and in representative samples from the United Kingdom. This "nasty neighbor" behavior is independent of in-group favoritism in trust and emerges when people perceive within-group resource scarcity. We discuss how to reconcile that humans exhibit nastiness and favoritism toward in-group members with existing theory on in-group favoritism.

Cultivating sustainability: Adoption and intensity of soil fertility management technologies among rural farms in Zambia

Despite the numerous advantages of soil fertility management (SFM) practices and substantial investments to promote adoption, uptake of these technologies remains low across sub-Saharan Africa. We study the adoption and intensity of key SFM practices - improved fallow, animal manure, compost, crop residue retention, minimum tillage, inorganic fertilizer, and intercropping among rural farmers in Zambia. Data from 1234 rural farms and the multivariate probit (MVP) and generalized Poisson regression models are used. The MVP model highlights interconnections among practices, emphasizing the need for integrated interventions. Socio-demographics like gender, age, education, and household labor availability significantly influence adoption of SFM practices. Farm characteristics including experience, land ownership, livestock, and off-farm income also play pivotal roles. Accessibility of information via phones, radio, and farmer groups emerged as a crucial enabler, while extension services, credit, and proximity to markets and roads shape adoption decisions. Results indicate education, household labor, off-farm income, and group membership drive intensity of adoption. Extension contacts, training, and agro-ecological region location also affect intensity with regional variations. Key policy implications emerge. First, the complementarities among practices underscore the need for holistic strategies recognizing these synergies. Second, enhancing education specifically for younger farmers can promote adoption of SFM technologies by increasing knowledge. Third, spurring farmer groups facilitates knowledge exchange, input access, and collaborative adoption. Fourth, strategic extension services and training programs are vital to address knowledge gaps for sustained adoption. Overall, this study provides insights to guide policies for promoting SFM practices among rural farms.

Common mistakes in biostatistics.

Biostatistics plays a pivotal role in developing, interpreting and drawing conclusions from clinical, biological and epidemiological data. However, the improper application of statistical methods can lead to erroneous conclusions and misinterpretations. This paper provides a comprehensive examination of the most frequent mistakes encountered in the biostatistical analysis process. We identified and elucidated 10 common errors in biostatistical analysis. These include using the wrong metric to describe data, misinterpreting P-values, misinterpreting the 95% confidence interval, misinterpreting the hazard ratio as an index of prognostic accuracy, ignoring the sample size calculation, misinterpreting analysis by strata in randomized clinical trials, confusing correlation and causation, misunderstanding confounders and mediators, inadequately codifying variables during the data collection, and bias arising when group membership is attributed on the basis of future exposure in retrospective studies. We discuss the implications of these errors and propose some practical strategies to mitigate their impact. By raising awareness of these pitfalls, this paper aims to enhance the rigor and reproducibility of biostatistical analyses, thereby fostering more robust and reliable biomedical research findings.

Benefits and barriers to the adoption of climate‐smart agriculture practices in West Africa: A systematic review

AbstractClimate‐smart agriculture (CSA) serves as a credible mechanism to simultaneously address food security, climate change, and agricultural productivity. Despite the widespread adoption of CSA approaches across West Africa, many countries have still not been able to resolve the problems of food insecurity and rural poverty. This systematic review evaluates published evidence on the types of CSA practices, the determinants and benefits of adoption, and the barriers confronting the adoption of CSA practices across West Africa, following the Preferred Reporting Items for Systematic Reviews and Meta‐Analyses statement checklist. Articles published in English from January 2010 to March 2023 investigating the benefits of and barriers to the adoption of CSA practices in West Africa were retrieved from ScienceDirect, Web of Science, and Scopus databases. The methodological quality of studies was assessed using Joanna Briggs Institute critical appraisal tools for use in systematic reviews. The themes emerging from the articles were extracted, and a summary was provided to illustrate each theme. After applying the eligibility criteria, 12 articles were included in the final review. The studies reviewed revealed that farmers used more knowledge‐, water‐, carbon‐, and nitrogen‐smart practices, compared to weather‐ and energy‐smart practices. Across the reviewed papers, factors such as the education level of farmers, age, gender, household size, membership of a social group, agricultural extension services, and access to credit/financial resources influenced CSA adoption. The reviewed studies identified that farmers who used CSA practices reported benefits such as improved soil fertility, higher yield, improved household income, climate resilience (such as overcoming the effects of drought and extreme temperatures), and food security. Some farmers adopted CSA practices to reduce the effect of droughts and high temperatures on their crops, and thus increase their resilience to climate variability and change. However, farmers’ adoption is confronted with challenges related to the technicality of some CSA practices, high cost of labor for CSA implementation, lack of credit and government support, limited access to weather and climate information, limited information about CSA options, high illiteracy level of smallholder farmers, and incompatibility of some practices with farmers’ crop of interest. Our findings show that most CSA practices in the studies we reviewed are not well targeted to meet farmers’ crop of interest, and that governments should provide more practical training to enhance farmers’ understanding of CSA practices, especially those related to weather‐ and energy‐smart initiatives. There should also be more robust financial and institutional support to improve the adoption and usage of CSA practices at all levels. Additionally, socio‐cultural factors such as values, customs, and beliefs should be properly integrated into CSA plans as they influence the adoption of CSA practices.

Group-bounded indirect reciprocity and intergroup gossip

Gossip, the exchange of information about absent others, is ingrained in the system of indirect reciprocity, in which participating members selectively interact and cooperate with others with a good reputation. Previous psychological theorizing suggests that indirect reciprocity is perceived to be bounded by group membership. We aimed to examine whether the group-bounded indirect reciprocity perspective explains intergroup gossip. We thus explored how group membership shapes the expectations about how gossip is used and willingness to gossip within and across group boundaries. We conducted three studies (total N = 986) and re-analyzed a published dataset (N = 690) and comprehensively investigated how willing people expect others to be to engage in within- and between-group gossip as well as how willing they themselves are to engage in both types of gossip, in minimal and university contexts. We found that consistent with the group-bounded indirect reciprocity perspective, people expected within group gossip to be more likely than intergroup gossip. In addition, in the minimal group context, we found that people were, in general, more willing to gossip towards in-group members rather than out-group members. However, in the university context, they were more willing to gossip about in-group and out-group members towards out-group and in-group members, respectively, suggesting that people may utilize intergroup gossip for strategic reasons. Our research was the first to experimentally elucidate the role of group membership in shaping expectations about gossip and willingness to gossip, and offers a promising starting point for future work on intergroup gossip and indirect reciprocity.

Determinants of climate change adaptation strategies and intensity of use; micro level evidence from crop farmers in Kenya

Climate change and its negative impacts pose a threat to crop production in Kenya. However, climate change adaptation strategies have the potential to address the challenges faced by crop farmers. Despite this, there is limited literature to inform policy on the best interventions to help farmers deal with climate issues. This study assessed the determinants of climate change adaptation strategies and the intensity of their use among 723 crop farmers in Busia County, Kenya, selected through a multistage sampling technique. Data were collected using a structured questionnaire and analyzed using principal component analysis (PCA), multinomial logit regression, and the ordered probit model. The climate change adaptation strategies were categorized into crop diversity, cover crops, use of drought-resistant crops, and irrigation. According to the results, the factors contributing to the uptake of the different adaptation strategies were age, household size, access to credit, training access, off-farm income, group membership, frequency of receiving climate change information, and extension services. The major factors influencing the uptake of multiple climate change adaptation strategies were access to credit and off-farm income. The study shows that certain adaptation strategies, such as using cover crops, do not require credit and offer an important option in an environment with limited resources. On the other hand, adaptation measures such as irrigation demand financial resources for farmers to implement them, highlighting the importance of information and awareness in adopting adaptation strategies and the supportive role of financial resources, particularly for adopting multiple strategies. Therefore, this study suggests implementing policies and interventions that encompass knowledge-based strategies such as extension services, training, climate change education, group participation, and financial mechanisms like income generation activities and access to credit. These integrated strategies will enable farmers to adopt various climate change adaptation methods for sustainable crop production.

Uptake and Level of Use of Climate-Smart Agricultural Practices by Small-Scale Urban Crop Farmers in eThekwini Municipality

Climate fluctuations significantly impact small-scale farmers’ farm welfare (food, nutrition and income). This situation highlights an urgent need to invest in climate-smart agriculture (CSA) practices. Climate-smart agriculture has prospects for enhancing agricultural productivity and resilience. Therefore, this study addresses the knowledge gap concerning the uptake and level of use of CSA practices by small-scale urban crop (SSUC) farmers, which is critical to enhancing food and income security in urban settings. The relatively low adoption and uptake of CSA practices among small-scale farmers warrants an investigation of the factors influencing its adoption and level of use, especially in urban agriculture (UA) settings. Using a multi-stage sampling technique, this study collected data from 412 SSUC farmers through a semi-structured questionnaire. Descriptive analysis, the composite score index (CSI), and an ordered probit model (OPM) were utilised for the analysis. The results reveal that most (74%) are aware of CSA practices. Despite the high awareness of CSA practices by SSUC farmers, many (66%) are medium users of CSA practices, suggesting a moderate CSA practices level of use in eThekwini Municipality. The top five preferred CSA practices include crop diversification (with a CSI of 3.694), followed by crop rotation (3.619), mulching (3.608), drought tolerant crops (3.459) and organic manure (3.442). The popularity of these CSA practices in eThekwini Municipality suggests their immediate benefits when implemented or their lesser complexity in terms of implementation. Age, gender (being male), and household size exhibit a statistically significant negative influence on the CSA practices’ level of use, increasing the likelihood of being in the lower user category. Yet, education, group membership and farming experience promote a higher level of use of CSA practices. The results show that while awareness is critical, socio-economic factors should not be ignored when upscaling the adoption of widespread CSA practices. Therefore, targeted and tailored socio-economic programmes that are age-directed, gender-sensitive, educational, emphasise collective action and leverage the experiences of urban farmers would be paramount in promoting effective CSA practices adoption and uptake by SSUC farmers in eThekwini Municipality, thus enhancing UA resilience against climate change reparations.

Exemplary Self-Discipline, Leniency towards Others: Competitive Contexts Amplify the "Black Sheep Effect" in Restoring Ingroup Trust.

Intergroup interaction, a pivotal aspect of social interaction, encompasses both cooperation and competition. Group identity significantly impacts individual behaviors and decision-making processes. This influence manifests in two contrasting ways when addressing rule-breaking by interaction partners: in-group favoritism, where individuals are more lenient towards infractions committed by in-group members, and the black sheep effect, where in-group members are penalized for their rule-breaking. Although trust is crucial in intergroup interactions, the precise impact of group identity on trust restoration and the potential moderating role of intergroup interaction types remain to be elucidated. This study presents two experiments designed to explore these dynamics. In Study 1, the manipulation of group identity through a point estimation task was utilized to evaluate its impact on intergroup trust restoration via a series of repeated trust games. Study 2 aimed to explore the moderating role of intergroup interaction on intergroup trust restoration by contrasting cooperation and competition situations. The results uncovered a "black sheep effect", where participants demonstrated a greater propensity for trust restoration with out-group members than with in-group members. This effect, however, was only evident in competitive contexts. Conversely, in cooperative contexts, the individual's trust in the in-group and out-group members is effectively repaired. These findings contribute to a deeper comprehension of trust dynamics in intergroup interactions, promoting trust establishment and repair between diverse groups, thereby boosting team collaboration efficiency and mitigating conflicts.

Empowered but afraid: do Saudi women have the capability to freely decide their university majors?

This study used a capability approach to investigate Saudi women’s empowerment experiences and their capabilities in decision-making regarding choosing their university majors. Further, the study explored what capabilities women required to make decisions regarding their majors at university. Qualitative data were collected through interviews with 26 women, comprising graduates, students, and faculty members. Results revealed that new legislation and regulations in Saudi Arabia have positively influenced sociocultural transformation. However, in small cities and nonurban settings, women may struggle to reject traditional social norms despite their empowerment. The findings indicate that encouraging students’ voluntary work and their membership in groups and organisations, as well as ensuring diverse hiring practices are in place in rural areas and small cities, could support a more general acceptance of women’s empowerment.

“Not everything is on the hostess”

Abstract Drawing data from the recordings of natural conversations and meta-pragmatic comments, and combining the neo-Brown and Levinson approach and the relational work framework, this paper explored how Saudi female friends manage friendly informal settings and hospitality despite culture-specific politeness expectations. The analysis focused on just one of the discursive strategies in which the direction of displaying hospitality is turned around, i.e. displayed by the guests rather than the host(ess). This strategy constituted a noticeable behaviour among the 13 close friends observed in this study. Cooperative conjoint hospitality was particularly useful for maintaining and enhancing rapport, in-group membership, and solidarity among the friends and minimising hospitality obligations of the hostess. The analysis demonstrated how such behaviour was consistent with the politeness norms negotiated in the close friends’ community of practice (CofP) but differed from the politeness norms in the wider culture.

English as a ‘local’ language in Russia: the practice of meaning-making in in-group communication

The unprecedented global spread of the English language has become the catalyst for its transformation into the local meaning-making resource encoding the communication needs of various speech communities in different parts of the world. This dual process of globalization and localization is particularly evident in the Expanding Circle countries, where originally English had the status of a foreign language and was used primarily to communicate with foreigners. In Russia, which is one of the Expanding Circle countries, various aspects of “glocalization” of English, especially in the sphere of vocabulary, have attracted considerable attention. However, they have not been systemically studied, and our analysis aims to fill this gap. This paper describes the function of English as a language of in-group interaction in Russia. Taking a multiple case study approach and using a constant comparative technique, we reviewed our previous research on the use of English in different communities of practice, namely, the Russian offices of international companies, the young biking community, and the community of popular music professionals. We re-examined all previously collected material, including observational linguistic data and ethnographic interviews, and identified the following three features of English as a “local” language: truncated repertoire, bilingual creativity, or translanguaging, and ingroup-only function. We have also searched the Russian National Corpus for the frequency of several commonly used Anglicisms and English-derived tokens recorded from each community of practice. Based on the multiple case analysis and the Russian National Corpus study, we argue that English and Anglicisms are perceived by community members as an integral part of group repertoire, and group membership hinges on the knowledge of these terms and the ability to use them creatively.

Socioeconomic Determinants of Insect Pest Control Methods’ Utilization for Storage in North Central Nigeria

The impetus for this study is the need to understand factors influencing the use of insect pest control methods in North Central Nigeria. Specifically, the study described the socioeconomic characteristics of respondents, assessed awareness and use of insect pest control methods, examined farmers’ considerations and investigated factors influencing insect pest control decisions. Using a structured interview schedule to elicit information, data was collected by means of multi-stage sampling technique to select a total of 384 cowpea farmers for this study. A purposive selection of Kwara and Niger States paved way for the purposive choice of two agricultural zones in Kwara state and one agricultural zone in Niger state. Percentages, frequency counts, ranks, mean, and ordinary least square regression was used to analyze the data. The study revealed that the intended time of sale, time required to apply method, and time of application were the factors most considered for store insect pest control. Ordinary Least Square regression estimates demonstrate positive significant relationship between farm size (t=4.681), group membership (t=4.688), and quantity stored in tons (t=2.312) and intensity of use. Conversely, years of education (t=-2.196), years of cowpea farming experience (t=-3.419), and frequency of extension contact (t=-.534) had significant negative relationship with intensity of use. In conclusion, it is recommended that policy makers and extension staff put into consideration farm size, group membership, quantity stored, years of education, years of cowpea farming experience and frequency of extension contact in optimizing extension strategy for promotion of indigenous and alternative insect pest control methods.

Free-listing and Semantic Knowledge: A Tool for Detecting Alzheimer Disease?

Impairment in semantic knowledge contributes to Alzheimer disease (AD)-related decline. However, the particulars of the impact AD has on specific domains of knowledge remain debatable. To investigate the impact of AD on specific semantic categories that are integral to daily functions-living things and man-made objects. We administered a free-listing task (written version) to 19 individuals with AD and 15 cognitively normal older adults and assessed the task's relationship with other cognitive and functional tests in clinical use. We compared the contents of the lists of salient concepts generated by the AD and control groups. Group membership (AD or control), after controlling for age, sex, formal education, and an estimate of premorbid intellectual ability, predicted the groups' performance on the free-listing task across two categories. Functional status was inversely related to performance on the free-listing task, holding demographic variables constant. Based on a comparison of the contents of the free lists that were generated by the two groups, it was possible to conclude that, in individuals with AD, conceptual knowledge central to the respective categories was well preserved, whereas the peripheral conceptual material showed evidence of degradation. The free-listing task, which is an easy-to-administer and cost-effective tool, could aid in the preliminary detection of semantic knowledge dysfunction, revealing concepts that are better preserved and, possibly, the characterization of AD. Cognitive assessment tools that can be applied across cultures are needed, and the free-listing task has the potential to address this gap.

Assessing the determinants of saving behaviour: evidence from rural farming households in Central Uganda

Savings play a significant role in any country’s economic development. Notably, because farmers tend to have seasonal income from their farming activities, they also tend to be highly vulnerable to poor saving habbit than other occupations, such as those in formal jobs. However, farmers who save part of their income for subsequent production can purchase farm inputs in time as they wait for the onset of rain. Reportedly, there has been poor saving behavior among farmers in sub-Saharan Africa. Therefore, this study aims to determine the factors responsible for farmers’ saving behavior. Descriptive and econometric (binary logistic model) analyses were employed to achieve the objectives of the study. The results indicate that the majority of farmers saved on a monthly and weekly basis. The results of the binary logistic regression model analysis showed that age, marital status, gender, experience, group membership, distance to the markets and markets, farm income, and farmers’ sub-counties of residence had a significant influence on farmers’ saving behavior. From the results, policy measures to increase the rate of savings include the employment of more extension personnel to reach as many farmers as possible. Government and extension agents should target female and less experienced farmers through adult-based education programs because they are vulnerable to poor saving behavior. Farmers should join farmer—based groups and cooperative societies, in which saving information is disseminated. The government, non-governmental organizations and financial institutions should offer financial literacy training on savings to smallholder farmers.