Off-farm Income Sources Research Articles

Household Level Determinants of Wheat Packages Adoption in Tigray Region, Northern Ethiopia

Wheat has been considered as one of the strategic food security crops in Ethiopia. A number of research efforts have been done by different research institutions to improve the production and productivity of the crop and as a result a number of wheat production packages has been released and promoted all across the country, including Tigray. Yet, in Tigray, there is no adequate evidence on the adoption status of wheat packages and their determinant factors. Hence, this adoption study was initiated with the objective to analyze the status of wheat packages adoption, and determinant factors for further adoption. A multistage sampling technique was employed to select 493 households from five wheat growing districts of the region. Data were collected through the administration of semi-structured questionnaires and analyzed using both descriptive statistics and Multivariate Probit (MVP) model. The descriptive results described that, the average wheat packages adoption status was 67%, of these only 17% of farmers adopted all five packages. The result of MVP model revealed that sex, age, livestock size, extension services, average plot distance, off-farm income source, farmer perception on his status and credit access were the determinant factors which facilitate/and/or hinder wheat packages adoption in Tigray. Thus, the policy and development interventions should focus on improving institutional support and wealth creation opportunities to improve production and productivity of wheat producer farmers in Tigray.

Factors Influencing the Use and Choice of Formal Agriculture Credit Sources among Rice Farmers in Chitwan District, Nepal

Agriculture credit is important to sustain and further improve farming practices among rice farmers in developing countries like Nepal. Agriculture credit from formal sources safeguard farmers from fraud and misconduct which are common in informal sources. An investigation was carried out in Chitwan district of Nepal during January, 2023 to identify the factors influencing the use of formal agriculture credit among rice farmers. Further, factors influencing choice of sources among formal agriculture credit users was also assessed. Using random sampling, 59 formal agriculture credit users and 46 informal agriculture credit users were used for the study. Descriptive statistics and logit model were used to interpret the findings. Results revealed that use of formal agriculture credit increases with availability of off-farm income source and membership to agricultural cooperatives among farm household. Efforts should be made to promote participation in agricultural cooperatives to increase usage of formal agriculture credit among farm household. Similarly, choice of cooperatives over bank and microfinance increases with less formal education of the household head and non-availability of off-farm income source among farm household. Likely, choice of bank increases with no participation in agricultural cooperatives and choice of microfinance increases with higher contact with extension workers. Agriculture cooperatives should be further strengthened to provide timely and adequate credit, as it seems to support formal credit users characterized by lower formal education and no off-farm income source.

One Livelihood Risk Factor Too Many? How Unintended Impacts of Conservation Contribute to Food Insecurity in Kavango Zambezi, Southern Africa

Kavango Zambezi (KAZA) is the world’s largest terrestrial Transfrontier Conservation Area (TFCA), covering vast regions of Angola, Botswana, Namibia, Zambia and Zimbabwe. Elephants and other species traverse KAZA across national borders through both protected and inhabited landscapes along wildlife migration corridors. Zimbabwe’s Simangani ward is located within such a corridor. As in most rural areas of KAZA, subsistence farming constitutes the predominant livelihood strategy in Simangani. Research across KAZA has mostly focused either on climate- or wildlife-induced impacts on farming communities. This paper combines findings from in-depth, qualitative fieldwork with quantitative livelihood survey data and provides a detailed assessment from a farming-household perspective of on-farm and off-farm income sources, which are mobilised in order to mitigate grain harvest shortfalls resulting from climatic fluctuations and wildlife depredation. This study concludes that drought and other stressors have a considerably higher impact on food insecurity than unintended conservation impacts. However, it also confirms that the impacts of crop raiding and livestock depredation caused by wildlife do indeed trigger additional food security risk factors for farming households whose livelihoods are already under pressure.

Inequality Among Agricultural Households in Rural Punjab: The Effect of Income Sources

This study examined income inequality among agricultural households in Punjab using primary data collected during the agricultural year 2020-21. The study employed the Gini coefficient and Theil index to measure and decompose income inequality. The results indicated that agricultural household's involvement in off-farm and ad-hoc sources increased with their income level. Crop cultivation contributed the highest to total income inequality due to its dominance in household income. Still, it had an inequality-decreasing effect in marginal, small, semi-medium, and medium-category households. Livestock income was also identified as a potential tool for reducing inequality, especially in the south-western zone of the state. However, the off-farm income sources were inequality enhancing, likely due to disparities in skills and education required for engaging in such activities compared to agricultural activities. The Theil index revealed that intra-zonal and intra-landholding size inequality were the main contributors to overall inequality. These results indicated that there was a need for targeted policy interventions to enhance the livestock sector, promote income diversification, and address intra-zonal and intra-landholding disparities to promote inclusive and equitable development in Punjab's agricultural sector.

Barriers to the adoption of multiple agricultural innovations: insights from Bt cotton, wheat seeds, herbicides and no-tillage in Pakistan

Barriers to the adoption of multiple agricultural innovations: insights from Bt cotton, wheat seeds, herbicides and no-tillage in Pakistan

Traditional gold mining in the highlands of Ethiopia: Its effect on soil loss and possible reclamation measures

Traditional gold mining (TGM) is among the off-farm income sources of smallholder communities in the highlands of Ethiopia. However, information on their impact on land degradation, taking soil loss as a key indicator, was scant. Hence, this study aimed at i) analyzing local communities’ attitudes toward TGM practice, ii) TGM impact on soil loss, and iii) possible restoration measures for the degraded gold-mined landscapes. For the evaluation of community perceptions, 96 beneficiaries were selected from three gold mining sites following stratified random sampling techniques. Soil loss measurement was done through measurement of i) the mass of soil excavated and transported to the river (TR) from 96 individuals and ii) soil volume excavated in 45 excavated soil pits (EP). Descriptive statistics and one-way ANOVA were used to analyze soil loss data, while community perception was analyzed qualitatively. The survey results indicated that the average soil loss from TR and EP were 6,075.97±8.9 t ha-1 yr-1 and 32,549.99±753.68 t ha-1, respectively. The magnitude of soil loss also showed a significant (p<0.001) difference among the three sites. Due to a lack of awareness and hiding the reality, most of the gold miners believe that TGM practice has no negative impact on the soil resource, and no post-mined reclamation strategy is implemented. It can be concluded that the existing TGM practices are not done in an environmentally friendly approach and result in adverse soil loss. Hence, stabilizing the topography of the mined sites via backfilling of mined pits and topsoil conservation and amendment measures can be suggested.

베트남 농촌소득의 성장과 수렴현상 분석

We investigated the growth and convergence in Vietnamese rural income using the household survey data, VHLSS of the years, 2004 and 2018. The regional convergences in the district level income sources were estimated and tested. We found that real agricultural income, off-farm income, and the whole farm income all increased and converged, but the convergence rate in off-farm income was much higher than that in agricultural income. The convergence in income implies that an overall increase in rural income in Vietnam will contribute to reducing poverty rate. We also found that the geographic characteristics are the main determinants of agricultural income growth rates. On the other hand, ethnic minorities and people living in poverty have difficulties in developing off-farm income sources despite the convergence tendency of off-farm income.

The need for local-adjusted Participatory Forest Management in biodiversity hotspots

Numerous conservation activities in Africa have been of little effect. In this study, we investigate socio-economic trade-offs that might have been overlooked, yet may undermine conservation action in discret pathways. Data was collected in three study sites with fragile forest ecosystems in south-eastern Kenya, through locally adapted structured surveys and semi-structured expert guides. These analyses are drawn from 827 structured surveys and 37 expert interviews, which were done during 2016–2018. We found general coherences between age, gender, ethnicity, indigenous knowledge, formal education, and higher incomes, which shapes forest conservation attitudes. Indigenous knowledge is marginal, and most people with formal education in the rural setting are likely to be young without legal land rights or among the minority with off-farm employment. The reluctance to address historical land injustices and inequitable sharing of entitlements and management authority overrides positive attitudes and intentions towards forest conservation in all three study sites. However, we found considerable discrepancies among the three study sites. For Arabuko Sokoke forest, the awareness of forest conservation was relatively low when compared with the other two study sites. Forests play a major role against the backdrop of resource use in all three regions. But, different ecosystem services are used among the three study sites. For environmental education and communication, internet plays a comparatively minor role. Strategies to preserve forest differ among the three study sites: Reforestation is proposed in cloud forests of Taita Hills and riparian forests, whereas off-farm employment and alternative income sources plays a major role in Arabuko Sokoke forest. Our findings underline that locally specific conservation management is needed to conduct efficient nature conservation, particularly in countries with very heterogeneous ethnicities and environments.

Flood hazards and livelihood vulnerability of flood-prone farm-dependent Bait households in Punjab, Pakistan.

Pakistan is one of the most climate change- and natural disaster-affected country of the world where livelihood and lives of inhabitants are often affected due to these disasters. In the scenario of various disasters and risks, flood disasters are the most recurrent hazards that cause Bait households' livelihood to be more vulnerable. Hence, this research work has focused to investigate livelihood vulnerability of flood-prone Bait households in southern Punjab of Pakistan. This study used multistage sampling technique for collection of the cross-sectional data of 398 flood disasters vulnerable Bait household's respondents from three high-risk flood-prone districts Muzaffargarh, Rajanpur, and Rahim Yar Khan. Face-to-face interview procedure and well-developed pre-tested questionnaire were used for data collection in this research work. This study applied vulnerability framework of LVI-IPCC and LVI in the direction of comparing the level of vulnerabilities in preferred three Bait district households. Empirical estimates of LVI major components and framework of IPCC vulnerability have indicated Bait households of Muzaffargarh more vulnerable owing to higher exposure and sensitivity and lower adaptive capacity than other districts. In contrast to other districts, Muzaffargarh households have investigated more vulnerable to flood disasters more particularly in LVI sub-components such as health (0.460), water (0.360), and food (0.515) access. These research findings will be helpful to policymakers to work out and put into practice effectual programs and strategies such as constructing more water reserves, developing overhead infrastructure, easy access of institutional loans, and generating off-farm income sources. These local-based feasible measures will be helpful for native inhabitants to reduce frequency of floods in the direction of lessened vulnerability and increased resilience via recovering generally the livelihood of vulnerable Bait households in Punjab Pakistan and particularly the district Muzaffargarh.

Adoption determinants of improved management practices and productivity in pond polyculture of carp in Bangladesh

Adopting improved management practices for rearing carp can play a vital role in developing the aquaculture sector of Bangladesh. This study identifies the factors that facilitate the adoption of improved management practices and their relationship with productivity. Primary data was collected from 300 carp farmers through face-to-face interviews. Improved management practices were divided into three categories: simple, intermediate and complex. Findings indicated that high adopters (those who adopted at least one simple, one intermediate and one complex practice) were only around 10% of respondents. The adoption of improved management practices was influenced by spousal education level, training, extension contact, and off-farm income sources. Productivity of high adopters was 38% higher than that of non-adopters. Policy implications from this research included improving extension facilities from public agencies to facilitate adoption of improved practices and to increase and sustain productivity in carp farming. Modifying the current extension approach and diversifying income sources among farmers will facilitate widespread adoption of improved management practices.

Diversity of Sources of Income for Smallholder Farming Communities in Malawi: Importance for Improved Livelihood

Agriculture is vital to global food production. Around 550 million smallholding households produce most of the world’s food, and many rely on livestock rearing for a living. Smallholder farms must survive and thrive to maintain and increase food production. Baseline information is vital for further extension service interventions. The goal of this Malawian study was to collect quantitative baseline data on crop and livestock production, agriproduct sales, and other indicators through a household survey, and to compare the efficacy (in terms of income) of using the concept of “Lead and Follow” farmer training programs. The baseline study survey was carried out in 44 sections of 11 extension planning areas from Malawi’s five districts (Dowa, Kasungu, Mchinji, Mzimba, and Rumphi). In total, 1131 smallholder households were interviewed. Crop production, livestock farming, and providing casual labor for others were all identified as significant sources of income for smallholders, implying that all agriproducts (the whole-farm approach) is equally important for improving smallholder livelihoods. On the one hand, the whole-farm approach should improve smallholders’ resilience regarding climate change and poverty. Lower agriproduct sales, on the other hand, indicated that links to the market were frequently poor but an increased market focus should help smallholders sell their produce at a fair margin. In terms of best practices adoption, both Lead and Follow farmers adopted similar farm practices (crops and livestock) to increase income. In general, no significant difference in income was calculated from many farm enterprises for both Lead and Follow farmers. However, the income from pigs and firewood was significantly higher for Follow farmers than for Lead farmers. Lead farmers reported significantly higher off-farm income sources. Significant changes are proposed to the “Lead farmer extension approach”.

Unpicking the Inter-relationships Between Off-Farm Livelihood Diversification, Household Characteristics, and Farm Management in the Rural Andes

Rural households across the world are increasingly turning to off-farm sources of income to complement or replace farm income. A better understanding of these livelihood adaptations, their consequences, and the processes behind them will facilitate more effective rural development policies and projects. The objective of this research was to examine how off-farm income influences rural livelihoods, elucidate factors that determine different livelihood strategies, as well as understand how these livelihood strategies are associated with different approaches to farm management. Using data from 588 Rural Household Multi-Indicator Surveys (RHoMIS) in three rural Andean regions in Bolivia, Ecuador, and Peru, we identified a typology of farming household livelihood strategies, and assessed the differences among these household types with regard to household and farm level characteristics, and farm management. We found that among the household types that incorporated off-farm income into their livelihood strategies, there were significant differences in approaches to farm management. Specifically, we observed an increased use of industrialized farming techniques among one household type, a deintensification, or a stepping-out of farming activities in another household type, and a tendency toward livestock specialization in the other household type. Moreover, our findings revealed that household level characteristics (age and education level of head(s) of household, and household composition) played an important role in mediating which type of livelihood strategy the households employed. For example, “stepping-out” households generally had younger and more educated household heads. Location-specific factors such as access to markets, irrigation, and off-farm employment opportunities were also likely to be highly influential in terms of which pathways farming households adopted as their livelihood strategy. We conclude that rural development programmes and projects must be driven by the rural communities themselves taking into account this heterogeneity in household characteristics and livelihoods and engaging in the already advanced conversations around different approaches to farming and the conservation of common natural resources.

Coffee income and its determinants: A case of Deusa village, Nepal

Understanding economic contribution of coffee production and influencing socioeconomic and environmental factors for coffee income are vital for its promotion. The primary aim of this study was therefore to assess the contribution of coffee income to the household total cash income and identify influencing socioeconomic and environmental factors for coffee income in Deusa, Solukhumbu district of Nepal. A semi-structured questionnaire survey gather data from 55 coffee-growing households. We used Ordinary Least Square regressions (OLS) for identifying influencing factors for coffee income. Household annual gross income, from farm and off-farm income sources, estimated was around NPR 161 thousand, and the median value was 57.4 thousand. On average, coffee farming contributed almost 9% of the total household income in the study area. The OLS regression showed that sufficient labor availability (p<0.05), access to coffee-related trainings (p<0.05), and access to irrigation facilities (p<0.05) significantly increased coffee earnings. Likewise, environmental variables - elevation (negatively, p<0.05) and shade trees availability for coffee farming (positively, p<0.05) also influenced earnings from the coffee farming. We recommend provisions of trainings, improved irrigation facilities and tree saplings for shade management for sustainable coffee production in the study area.

The Role of Women in Improving Access to Food at the Household Level in Mandeni Local Municipality, KwaZulu-Natal, South Africa

This paper censoriously assesses the role of women in improving access to food at the household level. The role of women is essential in the production of food as caretakers of household food security. However, their role is not well recognised, more especially in policymaking and resource allocation. This study was conducted through a qualitative approach with an exploratory research design. The participants were sampled with convenience sampling and interviewed with semi-structured interviews. Content analysis was employed as a tool for data analysis. The study adopted feminisation of poverty as a primary theory of this paper. Certain aspects of the study reveal that women have been struggling to access food from the diversity of retail vents that are obtainable in town because of low income and limitations of transport service. This is a constraint to women who depend on the off-farm sources of income because their household’s livelihood depends on purchasing food from retail vents. Those who rely on home gardens were experiencing low productivity and the unsustainability of their gardens. This has been caused by water scarcity and climate change. Therefore, women must be provided with training that seeks to develop their skills on how to make effective use of home gardens so that food security can be ensured.

Climate change risk perceptions and agricultural adaptation strategies in vulnerable riverine char islands of Bangladesh

Farmers in the riverine char islands of Bangladesh are frequently affected by climate change due to their proximity to the river and heavy reliance on agriculture for their livelihoods. The present study evaluates char dwellers’ risk perceptions and agricultural adaptations to climate change. Survey data were collected from 98 households, and focus group discussions were conducted using a semi-structured questionnaire from Rydas Bari char under the Gaibandha District of Bangladesh. A standardized risk perception index was created using a four-point Likert scale against sixteen climatic events. In addition, a binary logit model was used to estimate the influence of socioeconomic characteristics of sample households on the decision to choose climate change adaptation strategies. Findings suggest that droughts, river erosion, and floods are the major climatic risks perceived by char dwellers. Additionally, results from a climate vulnerability index portray similar findings that char respondents are more exposed to diverse climatic hazards. The study further investigates local adaptation mechanisms in agriculture with regards to major climatic events. In response to the existing climate change risks, the char inhabitants employ several adaptation strategies in agriculture such as implementing new or alternative farming practices, changing planting times, and cultivating short-duration varieties. The llogit analysis suggests that household age, family size, annual income, farm size, farm ownership and farming experience have a significant influence on farmers' adaptation choices. Household access to education, early warning by extension agents, information on improved agricultural technologies, access to off-farm sources of income and incorporating char people during policy design can effectively enhance farmers’ resilience and help reduce vulnerability.

Climate risk, vulnerability and resilience: Supporting livelihood of smallholders in semiarid India

Using panel data from 256 smallholder households from 2006 to 2014 in three semiarid regions India, this study develops a framework for quantifying vulnerability and resilience by accounting for a smallholder household’s ability to adapt and respond to climatic risk. Findings indicate that although smallholders with smaller landholdings are more vulnerable to climatic risk (drought, in our case), they are also more resilient than their counterparts. Results reveal that cropping intensity and crop risk increase the vulnerability of smallholders to climatic risk, but large farms are less vulnerable. Diversification in on-farm enterprises, like livestock units, and off-farm income sources, play significant roles in increasing smallholder households’ resilience to climatic risk. Other drivers of resiliency include the choice of cash and risky crops, borrowing capacity, liquid investments, and the ability to regain yields.

Who Adopts Agroforestry in a Subsistence Economy?—Lessons from the Terai of Nepal

Agroforestry is recognized as a sustainable land use practice. However, the uptake of such a promising land use practice is slow. Through this research, carried out in a Terai district of Nepal, we thoroughly examine what influences farmers’ choice of agroforestry adoption and what discourages the adoption. For this, a total of 288 households were surveyed using a structured questionnaire. Two agroforestry practices were compared with conventional agriculture with the help of the Multinomial Logistic Regression (MNL) model. The likelihood of adoption was found to be influenced by gender: the male-headed households were more likely to adopt the tree-based farming practice. Having a source of off-farm income was positively associated with the adoption decision of farmers. Area of farmland was found as the major constraint to agroforestry adoption for smallholder farmers. Some other variables that affected positively included livestock herd size, provision of extension service, home-to- forest distance, farmers’ group membership and awareness of farmers about environmental benefits of agroforestry. Irrigation was another adoption constraint that the study area farmers were faced with. The households with a means of transport and with a larger family (household) size were found to be reluctant regarding agroforestry adoption. A collective farming practice could be a strategy to engage the smallholder farmers in agroforestry.

The role of camel production on household resilience to droughts in pastoral and agro-pastoral households in Uganda

Recurrent and prolonged droughts have exacerbated the problems of pasture and water scarcity in arid and semi-arid lands (ASALs), hence, the need for immediate and long-term adaption strategies to such shocks. Camels are increasingly being integrated into mainstream livestock production systems as an adaptation strategy to droughts. However, rigorous empirical evidence remains scarce on the role of camel-rearing in household resilience to droughts. This study used cross-sectional data from 116 households in the Karamoja sub-region of Uganda to examine the effect of camel adoption on household resilience to drought. Resilience to drought was measured as an index constructed from consumption- and income-smoothing indicators using the principal component analysis (PCA) method. The effect of camel adoption on household resilience to droughts was estimated using Lewbel’s estimator. Descriptive statistics show that camel tropical livestock units (TLUs) constituted 25% of the total TLUs of the herd among adopting households. PCA analysis shows that income-smoothing factors (increased off-farm income and alternative sources of income) had the greatest contribution to resilience. Econometric results show that a unit increase in the proportion of camel TLUs significantly increased household resilience to droughts by 20%. The study recommends increased emphasis on income diversification both on-farm and off-farm across programmes that aim to build pastoral household resilience to droughts.

Evaluation of risk preferences and coping strategies to manage with various agricultural risks: evidence from India.

The present study proposes to analyse farmers' attitudes towards risk and examine the effect of specific socio-demographic and socio-economic characteristics on farmers' risk attitudes in irrigated and rain-fed regions of Odisha, India. A total of 400 randomly selected farmers participated in the experiment. The study applies the Modified Holt and Laury Lottery method for measuring risk attitudes. The majority of the farmers are having a risk-averse attitude and only a few farmers have a risk-taking attitude. One-sixth of the farmers are having risk-neutral decision behavior. The effect of Socio-demographic and socio-economic variables on farmers' risk attitude is also measured using an ordered probit model dealing with risky outcomes. The study reveals a negative relationship between household size and a risk-averse attitude. The study also reveals a negative relationship between off-farm income source and risk-averse attitude. The study also finds that there is an immediate need to improve extension facilities in the study area to train these farmers regarding the best risk management practices for deciding the choice of a particular crop such as growing short-duration crops as well as climate-resistant crop variety. Storage facilities need to be improved and there is an urgent need for improved irrigation systems to increase production particularly in Bolangir district. The result provides government agencies an outline to know how risky farming environment affects farmers' production decisions and designing policies such as crop insurance, weather-based crop insurance and other safety nets that effectively address farmer's problem. The main intention behind this experimental design is to make the policy makers aware of the high degree of risk aversion existing in a rural developing farm setting. Socio-demographic and socio-economic variables can be taken as a reference while implementing policies dealing with risky outcomes.

Profitability Analysis and Adoption of Improved Box Hive Technology by Small holder Beekeepers: The Case of Bule Hora Woreda, West Guji Zone of Oromia Regional State, Ethiopia

Beekeeping is common and one of the agricultural activities used as good source of off-farm income to farmers in Ethiopia in generally, and particularly in the study area. The objectives of the study are to identify determinant of adoption of improved box hive technology and profitability of smallholder farmers in study area. Multi-stage sampling was employed to identify sample respondents. The sample respondents were stratified into adopters and non-adopters of improved box hive. Out of 148 total sample respondents 30 adopters and 118 non-adopters were identified. The data were collected using structured interview schedule, key informant discussion and observation. Partial budgeting technique and econometric models were employed. Partial budgeting result reveals that the beekeepers get financial benefits by adopting improved box hive. The first hurdle result of adoption decision indicated that beekeeping experience, distance to woreda town, frequency of extension contact, sex, age, education status, access to input were significant factors. Further, the second hurdle result of intensity of adoption revealed that frequency of extension contact, livestock holding, age, sex, access to input, family size and labor force were found to be significant factors. Thus, the woreda office of agriculture and rural developments, NGO’s and concerned stockholders should give due attention to these significant variables in the study area to boost improved box hive adoption and its intensity use thereby increase profitability of small holder beekeepers.