Off‐Farm Work,Intensity of Government Payments,and Farm Exits: Evidence from a National Survey in the United States

The last three decades have witnessed the continued exit of households from primary agriculture in the United States, where the average annual gross exit rate has averaged 10% per year. Understanding exit behavior is one key to future farm structure, management of abandoned land, depopulation of rural areas, and agricultural policy, including government program payments. This study empirically estimates the determinants of exit decisions of farm households. Particular attention is given to the roles of intensity of government payments and off‐farm work decisions of farm couples in the exit decision. Using a large farm‐level survey and controlling for endogeneity, results indicate that farm households with reduced intensity of government payments are more likely to exit farming. Households where the operator spouse works off the farm are more likely to exit farming. Additionally, households with older farmers, with the farm operator and spouse raised on a farm, and households operating farms located in Northern Great Plains are more likely to exit farming.     

Off‐farm labor market decisions and agricultural shocks among rural households in Kenya

Using household level data from rural Kenya, this article explores whether and how farm households respond to unfavorable agricultural production environments, including any ex post adjustments in off‐farm labor supply in response to unexpected weather shocks. While controlling for a wide range of educational, demographic, and other locational factors, we examine how long‐term weather conditions and specific rainfall shocks influence a household's decision to engage in, and their earnings from, the off‐farm labor market. We find that rural households engage in off‐farm work as a long‐term strategy to deal with the effects of anticipated weather conditions on their farming operations. The analysis does not reveal major short‐term adjustments in off‐farm engagement as a result of specific, unexpected rainfall shocks; these households do however rely on remittance income and petty agricultural wage labor under these circumstances. Holding other factors constant, and conditional on participation, households in areas with a more productive local agriculture tend to earn more from off‐farm work especially in the informal/business sector than their counterparts in regions with a less productive agriculture. As expected, a vibrant local economy in the form of public investment increases the probability of off‐farm participation.     

Gender differentials in farming efficiency and profits: The case of rice production in the Philippines

Women make essential contributions to the agricultural and rural economies in all developing countries. Rural women are involved in a variety of production and farm management activities. In the Philippines women engage more intensively in agricultural work than men. However, Filipino women’s actual contribution to food production and the rural economy remains undervalued, if not invisible. Using the average treatment effect and farm-level data from the Philippines, this study investigates the effect of gender on farming efficiency, profits, and costs of rice production. Results indicate that female-headed farm households, despite having limited access to land, have higher values of rice production than their male counterparts. However, female-headed households have higher fixed, seed and labor input costs, consequently earning lower profits. In addition, female-headed farm households have lower irrigation costs. Findings from this study also indicate that women are less efficient in farming, but are more likely to adopt improved seed varieties.     

Policies for sustainable development in the hillside areas of Honduras: a quantitative livelihoods approach

In this article, we use data for 376 households, 1,066 parcels, and 2,143 plots located in 95 villages in the hillside areas in Honduras to generate information needed by decision makers to assess the needs and opportunities for public investments, and design policies that stimulate natural resource conservation. We develop a quantitative livelihood approach, using factor and cluster analysis to group households based on the use of their main assets. This resulted in seven household categories that pursue similar livelihood strategies. We use a multinomial logit model to show that livelihood strategies are determined by comparative advantages as reflected by a combination of biophysical and socioeconomic variables. While 92% of the rural hillsides population in Honduras lives on US$1.00/capita/day or less, households that follow a livelihood strategy based on basic grain farming are the poorest because they often live in isolated areas with relatively poor agro‐ecological and socioeconomic conditions. Opportunities for off‐farm work tend to be limited in these areas and household strategies that combine on‐farm work with off‐farm work earn higher incomes. Per capita incomes can be increased by improving road infrastructure, widening access to land, policies that reduce household size and dependency ratios, and adoption of sustainable land management technologies that restore soil fertility. We used probit models to show that the latter can be promoted by agricultural extension programs and land redistribution. Investments in physical assets should be directed toward households that pursue livelihood strategies based on off‐farm employment or coffee production, while agricultural training programs are best focused on livestock producers.     

Enhancing food security through diet quality: The role of nonfarm work in rural India

India has achieved food security at the macro level. However, at the micro level, the country still struggles with extensive problems of food nutrition insecurity. In this paper, we assess the impact of nonfarm income and nonfarm work status (casual and full-time nonfarm work) of operator, spouses, and couples on the diet quality of smallholder households in India. We find that nonfarm income decreases the likelihood of farming household being in the poor-diet quality group by 31% and the medium-diet quality group by 3%. Full-time nonfarm work by operators and spouses decreases the likelihood of farming households being in the poor-diet quality group by 3% and 9%, respectively. Finally, national programs like public food distribution programs increase the probability of rural farming households in the poor-diet quality group. Findings from this study underscore the importance of nonfarm income and full-time nonfarm work in improving diet quality of rural Indian households.     

Livelihood diversification strategies in the Himalayas*

This article examines livelihood diversification strategies of rural households using survey data from the Himalayas. We present and explore an analytical framework that yields different activity choices as optimal solutions to a simple utility maximization problem. By classifying the range of activities of rural households into a few distinct categories based on their profitability and by considering portfolios of farm and non‐farm activities, we provide novel insights into diversification behaviour of rural households. The evidence shows that while the poor are mainly agricultural labourers and work in the low‐return non‐farm sector, the better‐off diversify in high‐return non‐farm activities. As expected, we find strong evidence that education plays a major role in accessing more remunerative non‐farm employment. A somewhat less intuitive finding is that larger household size is associated with higher probability of diversification into the high‐return non‐farm sector. The finding that the farm size is not a constraint to diversification in lucrative non‐farm employment is also surprising. Geographical location plays a role in diversification behaviour of rural households indicating the importance of local context.     

Farmers’ perceptions and management of risk in rice/shrimp farming systems in South-West Coastal Bangladesh

Farmers in Bangladesh face considerable risk due to fluctuations in biophysical and economic conditions, but the response to these risks is poorly understood. In particular, there is a need to better understand the endogenous management of risk in the rice/shrimp farming systems that have emerged in the inner coastal zone of Bangladesh. This paper draws on a case study of a typical rice/shrimp farming village in Khulna District to explore: (a) farmers’ perceptions of risks and their management responses, (b) risk-return trade-offs within small-, medium-, and large-farm households, and (c) the role of other farm and non-farm activities in mitigating risks to household livelihoods. Farm-level data were collected through a reconnaissance survey, a village census, household case studies, and a sample survey of 73 households. Representative farm budgets were constructed for the three farm-size classes. The key performance indicators calculated were gross margin (GM), net income (NI), and GM per workday of family labour. The riskiness of the rice/shrimp system was assessed for each farm type using farmers’ estimates of low, normal, and high yields and prices to specify triangular distributions. Cumulative distribution functions (CDFs) for GM, NI, and GM per workday were generated. A whole-farm economic analysis was also conducted to assess the relative contributions of different sources of income for each farm type. With access to saline water for shrimp farming in the dry season and fresh water for rice in the wet season, farmers have developed and progressively adapted an alternating rice/shrimp farming system that has minimised the trade-offs between the two crops and provides a good return to household and village resources for all farm types. The system is subject to significant production and market risks, especially the shrimp component. However, farmers have clearly perceived these risks and ameliorated them through a range of production, marketing, and management strategies. With these risk management practices, the rice/shrimp cropping system is economically viable, given the current variation in yields and prices. The greater risk associated with the shrimp component was offset by the renewed stability of the rice component over the past decade, and the risks of the whole cropping system were offset by other farm and non-farm sources of livelihood. Development interventions need to work with farmers to provide further options (suitable rice varieties, solutions to shrimp disease, improved village and transport infrastructure) if this resilience is to be maintained.     

FARM HOUSEHOLD STRATEGIES AND PLURIACTIVITY IN UPLAND SCOTLAND

This paper considers how farm households in Grampians, an upland area of Scotland, are adapting to changing economic and political pressures. Most farms in the area are family farms, and such farm households are being exhorted to diversify their sources of income and to reduce their reliance on agriculture. Based on surveys in 1988 and 1989, this study finds, to the contrary, that only a small proportion of farmers has been reducing reliance on agricultural sources of income, and few anticipate a declining share of their household income to come from farming. Most farmers are loathe to undertake ancillary non-agricultural occupations because of the lower status implied; and farmers in the study area are found to have a very poor understanding of the broad policy context within which they produce. The paper also confirms the finding of other studies that off-farm employment of household members makes a significant contribution to farm household income; and the nature of such pluriactivity and of pluriactive farm households in the area is reviewed.     

The dynamics of Chinese rural households' participation in labor markets

The work is devoted to the dynamics of labor market participation of Chinese rural households. Based on a theoretical farm household framework the choice between four distinct labor market participation states is empirically analyzed. Using household data over the period 1995–2002 from the province Zhejiang we apply a discrete time hazard approach to analyze households' labor market participation histories. In particular, we investigate the movements between autarky and participation in general and, more specifically, the shifts between part-time and full-time farming. Estimation results suggest significant duration dependence, more precisely, a decreasing risk of moving from one state to another with an increasing time a household occupies one of these states. Further, the likelihoods of starting any participation in labor markets and to start part-time farming are considerably higher than to end participation or to return to full-time farming. In addition, we find that labor market participation decisions are significantly related to several household and farm characteristics.     

Determinants of Smallholders’ Decisions to Leave Land Fallow: The Case of Kosovo

This article investigates why farmers in Kosovo leave land fallow when their farms’ total land area is small and households, almost fully dependent on farming for their livelihoods, are large. It uses a comprehensive survey carried out during the agricultural year 2005/2006 to explore agricultural households’ perceptions of production, market conditions and general security 6 years after the end of the military conflict in the former Yugoslavia. Several locational, household and farm characteristics empirically approximate the significance of different factors for the amount of land left idle. Two different econometric models are used to address the characteristics of the dependent variable distribution by accounting for endogeneity. The main determinants of the share of land left fallow are found to be related to the economic and institutional structure, and to the general feeling of insecurity.     

Food versus fuel: examining tradeoffs in the allocation of biomass energy sources to domestic and productive uses in Ethiopia

Rural households in Ethiopia have limited options to meet their domestic energy needs because they lack access to modern fuels and technologies. Domestic use of certain fuel sources, such as cow dung, can hinder agricultural outcomes and productivity. This article explores the tradeoffs between domestic and productive uses of biomass energy sources in the Nile Basin of Ethiopia using a nonseparable farm household model where labor allocation to energy collection and farming are analyzed simultaneously. We estimate a system of five structural equations using three‐stage least squares and find that the use of dung as a domestic fuel source has negative implications for the value of harvested crops, while use of on‐farm fuelwood is associated with increased value of agricultural output. On‐farm production of fuelwood appears to increase the value of crop output and provide labor savings, by making fuelwood collection more convenient for households. Policy interventions to support the expansion of agroforestry and increase access to new energy‐efficient technologies are needed to ensure that agricultural productivity can be both increased and sustained.     

Migrant remittances,agriculture investment and cropping patterns

We investigate how the receipt and amount of domestic or international transfers influences household decisions regarding farm investment and the selection of capital and labour-intensive crops. We argue that, even though recipient households may use additional income to increase agricultural investment, investment can fall in the short run if labour constraints arising from the migrant member's absence are binding and capital accumulation is suboptimal. Employing a set of endogenous treatment estimates, we test this hypothesis on data from 5636 rural households in Pakistan. Our findings show a substantial difference between recipient and non-recipient households in terms of their economic behaviour. Recipient households make 100% less agricultural investment and generate 82% less production compared to non-recipient households. The estimates are found to be robust when tested with alternate empirical techniques (Heckman Selection and matching). The impact is stronger in the case of households that receive domestic transfers, with 100% less farm investment and 77% less production than non-recipient households. Remittances result in a decrease in production of both capital- and labour-intensive crops, reflecting a decline in overall farm activity. Similar farm investment and cropping patterns are observed relative to the amount of remittances received. The results are robust to different model specifications and estimation procedures.     

PART TIME FARMING—IMPLICATIONS FOR FARM FAMILY INCOME

The Common Agricultural Policy has been more successful at securing food supplies than at providing adequate incomes for small farmers. Among proposals for resolving the problem, part time farming is a promising option. To date, agricultural policy has at best ignored farms below the ‘full time’ threshold, at worst discriminated against them. The new Agricultural Structures policy embodies a more positive approach, however. Robson's paper calls for better information on farm households with other gainful activities. Statistics from the 1983 Farm Structure Survey provide insight into the nature and extent of part time farming in the European Community. Neglect of part time farming in the UK up to now may have stemmed from its perceived irrelevance for agricultural policy. Now that it is being viewed in a more favourable light, policy makers need to be appraised of the facts. Currently about one third of main agricultural holdings in England and Wales are part time farms in the sense that farmer or spouse combines another paid job with farming. Gasson's paper explores the nature of these other jobs and features of their distribution. Following trends in other developed countries, non-farm activities are becoming increasingly important for UK farming families. Growth in part time farming has obvious implications for income support, widely agreed to be the fundamental objective of agricultural policy in western Europe. Existing farm income measures are not adequate for assessing the extent of the income problem in agriculture. Data from the Inland Revenue's Survey of Personal Incomes and the Wye College part time farming survey fill some of the gaps left in official measurements. Non-farming earnings, pensions and investment income contribute significantly to farm household incomes. A majority of part time farming families in England and Wales make more from other sources than from farming. Although average incomes of part time farmers may exceed those of full timers, Hill's paper identifies a section of part time farming families with inadequate incomes from all sources.     

Off‐farm work and technical efficiency on U.S. dairies

In this study, we investigate the impact of an increase in farm households’ off‐farm work on technical efficiency (TE) of U.S. dairies. We present a theoretical framework that implies that an increase in farm household off‐farm work decreases TE. We use two nationally‐representative samples of U.S. dairies (2010 and 2005 Agricultural Resource Management Surveys) and a parametric approach (stochastic frontier analysis) to empirically test the hypothesis. Results are generally consistent with the hypothesis and show that an increase in off‐farm work by the farm household is associated with a significant decrease in TE. In addition, results show that there is a statistically significant difference in TE between small, medium, and large farms. Small farms are associated with significantly higher off‐farm work and have lower TE than large farms, which implies that less off‐farm work by households with larger farms is at least partially responsible for the evidence of economies of scale in the U.S. dairy industry.     

Chinese Peasant Choices: Migration,Rural Industry or Farming

A nationally representative rural labour force survey of China is analysed to explore the allocation of labour among farming, local non-farming and temporary migration activities. Various tests of labour market segmentation are conducted. The estimated returns to labour off the farm greatly exceed those on the farm. The personal and household determinants of activities, and of days worked in them, are examined for demand or supply constraints on employment; some results are consistent with the former. The relationship between days worked off and on the farm suggests that the opportunity cost to households of non-farm work is very low. The evidence is consistent with there being rationing of non-farm employment. However, tastes, imperfect information, imperfect capital markets, risk-aversion and transaction costs are also relevant. The overcoming of the obstacles to diversification away from farming is important for rural development in China.     

Analyzing the behavioural mechanism of farmland abandonment in the hilly mountainous areas in China from the perspective of farming household diversity

Revealing the mechanism under the occurrence of farmland abandonment from the perspective of farming household diversity is conducive to proposing well-directed farmland protection policies. With a thorough consideration and study of cases in some hilly mountainous areas in China, this paper uses behaviour decision models of farming households to systematically understand and analyse the behavioural mechanism leading to farmland abandonment by different types of farming households, including aged households, stable part-time households, unstable part-time households and pure households. The mechanism is empirically analysed with a logistic regression model by household survey data collected from Jiangxi and Guizhou, 2 Chinese provinces, and the results observed as follows: (1) age is a key determinant of farmland abandonment of aged households, and as the age of farm labourers increases by one year, the probability of farmland abandonment increases by 8.5 %; (2) off-farm labourers is a key determinant of farmland abandonment of stable part-time households, and for each additional number of off-farm labourers, the abandonment probability increases by 41.4 %; (3) plot features such as land quality, irrigation and distance to home, are the main determinants affecting farmland abandonment of pure households; and (4) high possibility for unstable part-time households not to abandon farmland. A series of policy measures targeted for diverse farming households are therefore finally proposed to alleviate the farmland abandonment in hilly mountainous areas and other areas with similar problems.     

Diffusion and spillover of new technology: a heterogeneous-agent model for cassava in West Africa

Understanding what determines the geographic spread of innovations can help guide the funding and implementation of research and extension programs. Our approach uses household survey data as model parameters, to simulate behavior across the entire surveyed population and avoid the aggregation bias associated with representative‐farm models. Such a “heterogeneous agent” approach allows us to infer the distribution of a technology's impacts across one set of households, and predict the potential for spreading to another set that shares similar characteristics with respect to natural resource endowments and farming systems. We apply the technique to new cassava varieties in West Africa, finding a strongly poverty‐alleviating impact, with substantial spillover potential from Nigeria to neighboring countries.     

The impact of safety nets on technology adoption: a difference‐in‐differences analysis

This article contributes to a growing body of empirical literature relating credit constraints and incomplete insurance to investment decisions. We use panel data from rural Ethiopia to investigate whether participation in a safety net program enhances fertilizer adoption. Using a difference‐in‐differences estimator and inverse propensity score weighting, we find that participation in Ethiopia's food‐for‐work (FFW) program increased fertilizer adoption in the short run, but not in the long run. Results also indicate that the intensity of fertilizer usage increased with livestock holdings for FFW‐participant households, providing some evidence that the intervention helped asset‐rich farm households more than asset‐poor households. We find no significant effects of free distribution on fertilizer adoption or intensification. Our results are consistent with the hypothesis that safety nets can be viewed as mechanisms that allow households to take on more risk to pursue higher profits. The results highlight the importance of safety net programs, their effectiveness in ensuring farmers that they will be protected against uninsured shocks, and how that assurance can translate into productivity‐enhancing behavior.     

Off-farm work decisions on Dutch cash crop farms and the 1992 and Agenda 2000 CAP reforms

A double hurdle model of off‐farm work participation and off‐farm labour income was derived and estimated consistent with a farm household model. It was found that rationing and unexpected transaction costs inhibit farm households from participating in off‐farm work. The 1992 and the Agenda 2000 CAP reforms are most likely to increase the off‐farm employment of arable farm households, but its full effect cannot be realised because of inhibitions to enter off‐farm activities. Household and farm characteristics have different impacts on off‐farm work participation and on the level of off‐farm labour income.     

基于韦伯二重合理性的农户生态耕种行为分析

目的 基于韦伯二重合理性理论框架,通过对传统农业大省江西省农户生态耕种行为理性的评价,分析农户生态耕种行为主要因素的影响规律,为农户生态耕种激励政策的制定提供参考。方法 文章以江西省农户为调查对象,采取分层抽样和随机抽样相结合的方式选取样本农户,针对户主或是参与农业经营决策的家庭主要成员开展访谈和问卷调查相结合的入户调查。利用获取的1 488份有效问卷数据,通过层次分析-熵值定权法确定农户生态耕种理性评价指标权重并进行评价,得出农户生态耕种行为理性的评价值。运用Order-Probit模型分析二重合理性理论框架下农户生态耕种行为的工具理性、价值理性及其交互以及其他主要因素的影响规律。结果 （1）样本农户平均采纳生态耕种行为4.735项,工具理性评价均值为0.546 8,价值理性评价均值0.354 2,丘陵区农户生态耕种行为工具理性和价值理性值比平原、山地区更高。（2）当前,工具理性在农户生态耕种行为采纳上起到消极的抑制作用,价值理性起到积极的促进作用,而二重合理性的冲突减弱了农户生态耕种采纳率。（3）家庭劳动力占比越高、耕地收入占比的提高,农户采取生态耕种行为的可能性越高,而促进小农户向新型农业现代经营主体的转变是提高农户生态耕种行为采纳的有效途径之一。（4）农户保留仅供自家消费的耕地说明其对耕地生产的安全性持有疑虑,更加愿意进行生态耕种以保持耕地和农产品健康。结论 需要积极落实生态农产品的补偿,完善有关法规制度和质量监管,实现生态耕种的产品价值,以达到农户追求效益的工具理性与耕地保护的价值理性之间的协调统一。