The Theory of the Farm Household: An Application to Saskatchewan

A theoretical model is presented which integrates the consumption and production components of the rural household. A theoretically determined system of expenditure equations, derived factor demand equations and an off-farm labor supply equation are estimated using primary data for Saskatchewan farm households. From the empirical results we conclude that if the wage rate can be observed or estimated, the farm household's behavior can be explained empirically in a manner consistent with received theory. Summary and Conclusions A theoretical model integrating the consumption and production sides of the farm household or enterprise is estimated empirically using primary data for Saskatchewan farm households. The farm household was assumed to maximize its utility function subject to farm production and cash flow constraints. The empirical results indicate that the theoretical model can be estimated successfully even when data are sparse. While the coefficients for the expenditure, derived demand, and off-farm labor supply equations are consistent with coefficients from similar equations estimated separately by others, the theoretically more precise integrated approach specifies the simultaneous effect of the variables across equations. From the empirical results and the theoretical considerations it is obvious that the wage rate is a key explanatory variable in the model. The wage rate links the three components of the model–final expenditures, the derived input demands and off-farm labor hours. The wage rate is one determinant of the allocation of the operator's time (although other factors such as the nature of the operation and opportunities to work off-farm dominated in this study), and both the wage rate and the allocation of the time determine the eventual income available to the rural household. In essence, then, the problem of explaining farm household behavior when the household's business enterprise function cannot be separated from its consumption activity is similar to that of traditional models based on the theory of the firm and models of consumer behavior. The only difference is that the wage rate is observable in the traditional models but needs to be estimated as a shadow price in models which seek to explain rural household behavior. As a result, research in this area must start with an explanation of the allocation of (at least) the operator's labor and a measure of the shadow wage rate. If the entire household's allocation of time between on-farm and off-farm labor and leisure is determined, it is possible to treat its consumption and production activities separately. Further research is required to extend the model to explain household labor supply to both the farm and off-farm labor markets.     

Contract farming,contract design and smallholder livelihoods*

Contract farming has gained in importance in many developing countries. Previous studies analysed effects of contracts on smallholder farmers’ welfare, yet mostly without considering that different types of contractual relationships exist. Here, we examine associations between contract farming and farm household income in the oil palm sector of Ghana, explicitly differentiating between two types of contracts, namely simple marketing contracts and more comprehensive resource-providing contracts. Moreover, we look at different income sources to better understand how both contracts are linked to farmers’ livelihood strategies. We use cross-sectional survey data and regression models. Issues of endogeneity are addressed through measuring farmers' willingness-to-participate in contracts and using this indicator as an additional covariate. Farmers with both types of contracts have significantly higher household incomes than farmers without a contract, yet with notable differences in terms of the income sources. Farmers with a marketing contract allocate more household labour to off-farm activities and thus have higher off-farm income. In contrast, farmers with a resource-providing contract have larger oil palm plantations and thus higher farm incomes. The findings suggest that the two contract types are associated with different livelihood strategies and that disaggregated analysis of different income sources is important to better understand possible underlying mechanisms.     

The Impact of Coupled and Decoupled Government Subsidies on Off-Farm Labor Participation of U.S. Farm Operators

With the 1996 Farm Act, the United States introduced payments that were designed to be "decoupled." Labor allocation choices are likely to be affected by receipt of payments, and income from off-farm jobs has been the major source of income for most farm households for sometime. This article examines whether the 1996 change has affected the off-farm labor participation of farm households. We conclude that the observed increase in off-farm participation of farm operators who received payments was not the result of the 1996 policy change. Government payments, whether coupled or decoupled, have a negative effect on off-farm labor participation.     

Off-Farm Labor Participation Decisions of Married Farm Couples and the Role of Government Payments

The determinants of off-farm work by married farm couples are examined using data from the 2004 Agricultural Resource Management Survey and multinomial logistic regression. Expected government payment is found important in decreasing the likelihood of off-farm work strategies involving work by the husband only or by both husband and wife relative to a strategy of no work by either husband or wife. The marginal impact of government payments on the probability of the wife working off farm alone is found positive suggesting the possibility of nonpecuniary motives for off-farm employment for 21% of farm households in the selected weighted sample.     

Why Farmers Quit: A County-Level Analysis

We identify the effects of alternative explanatory variables on the propensity of U.S. farmers to cease farming, with a particular emphasis on understanding the roles of off-farm employment and federal farm program payments. Conventional ordinary least squares analysis using all counties suggests that off-farm employment has no statistical effect on the (net) number of farmers quitting between 1987 and 1997, ceteris paribus . A more refined analysis, which separates counties losing farmers from those that gained farmers, reveals subtle and less clear-cut effects of off-farm employment (and federal program payments) on farm exits.     

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.     

Fertilizer Use, Risk, and Off-Farm Labor Markets in the Semi-Arid Tropics of India

A two-period model is developed in which a risk-averse farmer uses off-farm labor to smooth consumption, leading to greater use of fertilizer. Fertilizer demand is shown to increase with the depth of the off-farm labor market. Controlling for exogenous weather risk, farmers use more fertilizer the lower the unemployment rate and the higher the share of nonagricultural work in total off-farm labor. The results suggest that off-farm labor markets and own-farm production may be complementary in risky production environments, so that policies which promote the depth of the off-farm labor market in low-income areas may also bolster farm productivity.     

Is off-farm income reforming the farm? Evidence from Mexico

Does access to off-farm income complement or compete with agricultural production? This article explores the effect of off-farm income on agricultural production activities, using data from the 2003 Mexico National Rural Household Survey. We first discuss the theoretical conditions under which access to off-farm income may influence production in an agricultural household model. Instrumental-variable (IV) estimation methods are then used to test whether agricultural production activities, technologies, and input use differ between households with and without access to off-farm income. We find that off-farm income has a negative effect on agricultural output and the use of family labor on the farm, but a positive impact on the demand for purchased inputs. There is also a slight efficiency gain in households with access to off-farm income. Findings offer insights into how household production evolves as rural households increasingly engage in off-farm income activities.     

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.     

New evidence regarding the effects of contract farming on agricultural labor use

Contractual agreements between smallholder farmers and agribusiness companies have gained in importance in many developing countries. While productivity and income effects of contracting in the small farm sector were analyzed in many previous studies, labor market and employment effects are not yet well understood. This is an important research gap, especially against the background of continued population growth and structural transformation. Here, we investigate the effects of two types of contractual agreements between large international processing companies and smallholder farmers on agricultural labor use, household labor allocation, and hired labor demand in Ghana's palm oil sector. We use cross‐sectional survey data and a willingness‐to‐pay approach to control for unobserved heterogeneity between farmers with and without contracts. We find that agricultural labor intensity is substantially reduced through the contracts, because contracting in Ghana is associated with the adoption of labor‐saving procedures and technologies. Simple marketing contracts lead to reallocation of the saved household labor to off‐farm employment, whereas resource‐providing contracts lead to a stronger reallocation of labor within the farming enterprise. Household labor is more affected by labor savings than hired labor.     

Multiple job holdings among dairy farm families in New York and Ontario

Previous empirical studies of multiple job holding have tended to focus on the characteristics of those obtaining off-farm employment and the factors affecting the hours supplied to those obtaining off-farm activities. None of these studies have explicitly addressed the reasons behind the decision to seek off-farm employment. Neither have they been able to examine in-depth the important issue of how this major component of the farm sector responds to alternative policies, since most studies have used cross-sectional data for a given region. A comparison between countries would permit the analysis of how multiple job holding responds to differing government policies. The purpose of this paper is to examine the reasons for and factors affecting multiple job holdings of dairy farm families in neighboring regions of two counties, United States and Canada. The bordering regions of New York and Ontario have similar geographic conditions but significantly different farm support and social service policies. The results indicate the importance of farm income on why people work off the farm and provide evidence of multiple job holding as a flexible mechanism for coping with changes in the economic environment facing the household. For operators, the driving characteristics influencing off-farm labor participation is the farm's financial position. The supply-managed milk marketing system ensures higher and more stable returns for Ontario dairy farm labor. In contrast, it is family demographics, educational level and social support policy that appears to largely influence spousal off-farm employment decisions. Free medical care in Ontario lowers the reservation wage for household members. The effect of these farm and social support policies on the relative returns to labor in agriculture and non-farm employment explains the lower participation rate and hours supplied in off-farm work by both operators, and hours supplied in off-farm work by both operators and spouses in Ontario dairy farm household.     

杭州、绍兴农户劳动力流动与农户土地利用群体类型的Crosstabs分析

研究目的：根据农户转出劳动力就业形式、流动规模和农户土地利用方式分别进行农户群体类型划分,探讨农户劳动力流动和土地利用的相互关系,以期为制定农村地区发展政策提供基础研究支持。研究方法：针对杭州、绍兴农户劳动力流动的情况,选择了7个村159户农民进行实地调查,在调查的基础上,对调查数据进行统计分析。研究结果：（1）调研地区农户群体类型分划基本清晰,主要为打工主导型和转出滞留型,占调研总数的50.94%、30.80%;（2）45.68%的打工主导型农户和22.45%的转出滞留型农户将土地全部转出用于农业用途,户均转出面积分别为0.12 hm2、0.14 hm2,而32.65%的转出滞留型农户则将全部土地用于耕种粮食作物,户均种植面积为0.13 hm2;（3）各类型农户目前主要为解决家庭消费用粮而耕种土地,64.20%的农户打算今后几年继续上年的土地经营状况,有扩张经营规模的农户比例相对较低。研究结论：根据不同农户群体类型的特点制定对应性实施政策,合理引导永久迁移主导型农户家庭向城镇地区转移,关注劳动力滞留型农户的土地耕种意愿,对其他4类农户群体则制定适宜的劳动力转移和土地利用保障政策。     

Welfare implications of reduced government subsidies to farm families: accounting for fringe benefits

In the past three decades, farm families have relied on government payments and off‐farm income to reduce income risk and increase total household income. Studies have shown that, as the income effect dominates, government payments tend to reduce off‐farm labor of farm operators and spouses. But that may not be true if one accounts for fringe benefits associated with off‐farm employment. Additionally, with looming budget deficits and the possibility of a reduction in decoupled government payments, farm families may be facing an altered economic environment. Our study addresses this issue by examining the links between government farm program payments and the ever‐important role of fringe benefits in the off‐farm employment of farm couples. Results from farm‐level data actually show that the marginal effect of government payments on hours worked off‐farm will decrease in magnitude when accounting for fringe benefits, ceteris paribus. These results support the notion that farm households’ welfare loss stemming from reduced decoupled payments may be overstated when models exclude fringe benefits from the estimation of off‐farm labor supply.     

THE ESTIMATION OF OFF-FARM LABOUR SUPPLY FUNCTIONS IN SASKATCHEWAN

In this paper, a farm-household utility maximising model which incorporates the time of both the farm operator and his wife is developed. The model is then used to estimate the off-farm labour supply of the operator and his wife, and develop policy recommendations concerning further increases in off-farm labour participation by farmers and their wives. A Heckman procedure is employed to test for sample selectivity bias. The results suggest that the supply of off-farm labour is inelastic for men but quite responsive to the estimated shadow wage for women.     

Off‐farm employment and reasons for entering farming as determinants of production enterprise selection in US agriculture

In today’s agriculture, farmers consider off‐farm employment and lifestyle goals in complex ways to select production enterprises. Data from USDA’s Agricultural Resource Management Survey were used to examine how off‐farm employment and ‘reasons for entering farming’ influence production enterprise selection in US agriculture. A two‐stage analysis with a multivariate tobit model was used to examine the impact of off‐farm employment as influenced by government farm programme payments, reasons for entering farming, demographics and location on production enterprise selection. Results underscore the impacts of reasons for entering farming and off‐farm employment on production enterprise choice and provide implications for policy development. The study highlights the importance of government farm programme payments in production enterprise selection by US farmers.     

Factors affecting farm growth intentions of family farms in mountain regions: Empirical evidence for Central Switzerland

Family farms in mountain regions are undergoing a progressive structural change and an ongoing shift in the allocation of production factors land, capital and labor. In Switzerland, various policy measures influence the re-allocation of these production factors. To understand the effectiveness of these schemes and to assess future farm structural change, it is useful to analyze the underlying drivers which support and hinder the emergence of individual farm growth strategies. We study the family farms’ growth intentions using a logistic regression model based on a combination of census and survey data on family characteristics from two mountain case study regions in Central Switzerland. Factors supporting farm growth intentions are the relative change in farm size in recent years, farm related sunk costs, farm diversification and farm size. We found no support for the hypothesis that farm growth intention is also influenced by the perceived personal situation represented by indicators for the perceived workload, psychological stress and financial problems. In addition, off-farm labor did not prevent farmers from stating growth intentions. Our empirical findings suggest that (i) the most important factors which support farm growth intentions correspond with factors driving observed patterns of structural change; (ii) limited availability of family labor may result in a new critical threshold for farm growth strategies; (iii) aims and non-pecuniary preferences of farmers will impede a rapid structural change in the near future.     

The impact of agricultural and household technologies on women: a conceptual and quantitative analysis in Burkina Faso

Agricultural technologies (new cultivars, inorganic fertilizers, soil-and water-conservation techniques) in Sub-Saharan Africa have been primarily introduced to male farmers by male-dominated extension services on the family plots. These yield-increasing, input-intensive technologies increase the demand for farm labor. So, not only do men obtain most of the direct benefits from the introduction of technology but this labor-intensive technology also increases the demands on women's time for additional labor. This raises the question: Are the combined effects of agricultural technologies beneficial or detrimental to women? We first develop a labor-market model that examines the impact of agricultural and household technologies on labor allocation and income determination within the household. We then discuss the important issue of how household labor-allocation decisions and division of income are made within the family in Sub-Saharan Africa. We use a programming model to estimate the effects of these technologies on household incomes and the income of women. The results indicate that the impact of agricultural technologies depends on the type of decision-making prevailing in the household. In contrast, household technologies increase the welfare of women regardless of the type of decision-making. However, with bargaining behavior, agricultural technologies do benefit women and there is some empirical support for this type of household behavior in Sub-Saharan African households.     

INCOME TAX DATA AND FARM FINANCIAL STATISTICS

Tracing the income patterns of individual farm operators whose major source of income is generally derived from farming indicates that off-farm income is becoming an increasingly important income component. The relative importance of off-farm income has nearly quadrupled during the last 20 years, rising from about 10 percent of total income to about 37 percent of total income. Most of this off-farm income can be traced to wages and salaries. These fractions are heavily dependent upon relative income levels. In 1970, very low income farmers posted an aggregate net farm loss whereas the $15,000 - $20,000 class secured about three-quarters of their total income from farm sources. In this same year, wages and salaries were generally the prime off-farm income source for farmers with an assessed income of less than $20,000. Dividends and interest were more important to farmers with an income in excess of $20,000. These differences are faithfully reflected in the regional compilations. As a percent of total income, off-farm income ranged from 41 percent in Ontario to about 29 percent in Quebec. The composition of off-farm sources also varies considerably between regions. In 1970 the income position of taxable unincorporated farm operators (who relied on the farm for their major source of income) remained relatively unfavorable. These farmers still had one of the lowest average incomes of any major occupational class in Canada, with an income distribution which was relatively equally distributed between income classes and not unlike that of the national average. These assessed income statistics, of course, are not necessarily indicative of the welfare position of the respective occupational classes. The calculations conducted are simply illustrative of how income tax statistics can be utilized to facilitate our understanding of the income structure in primary agriculture today. The exercise simply underlines the observation that: The fact that there are conceptual differences between income tax data and other data sources should not detract from the usefulness of the income tax data …. Income tax statistics can stand as an independent data source for the analysis of a variety of issues [13]. For many purposes the tax definition of a farm operator may be more operational than the concept of a farmer as defined in the Census of Agriculture. We might profit considerably from further analyses which attempt to disaggregate Census farms into more homogeneous farm-types using the tax statistics available.     

都市郊区农地规模经营综合效益分析——基于北京市规模经营主体的多案例研究

[目的]规模经营是破解“小规模、分散化”农地经营格局的关键举措,考察农地规模经营的综合效益对推进农业现代化具有重要意义。[方法]文章以规模经营主体为研究对象,通过采用多案例研究法,分析农业龙头企业、合作社及家庭农场3种不同类型主体的农地规模经营综合效益。[结果]尽管不同类型规模经营主体各有特点,但都能实现规模经营经济效益、生态效益和社会效益。规模经营过程中,农业龙头企业仍面临土地和劳动力成本居高不下问题,合作社存在与小农户链接松散问题,家庭农场面临资金不足问题,各主体皆未能实现一二三产融合发展。[结论]建议改善农业龙头企业外部环境,开展租金和就业支持补贴;规范合作社运营,提高小农户参与度;帮助家庭农场进行品牌塑造,提高家庭农场核心竞争力;大力推进一二三产融合发展,开展多形式培训、考核。     

Drivers of cropland abandonment in mountainous areas: A household decision model on farming scale in Southwest China

Cropland abandonment has emerged as a prevalent phenomenon in the mountainous areas of China. While there is a general understanding that this new trend is driven by the rising opportunity cost of rural labor, rigorous theoretical and empirical analyses are largely absent. This paper first develops a theoretical model to investigate household decisions on farming scale when off-farm labor market is accessible and there is heterogeneity of farmland productivity and distribution. The model is capable of explaining the hidden reasons of cropland abandonment in sloping and agriculturally less-favored locations. The model also unveils the impacts of heterogeneity of household labor on fallow decisions and the efficiency loss due to an imperfect labor market. The model is empirically tested by applying the Probit and Logit estimators to a unique household and land-plot survey dataset which contains 5258 plots of 599 rural households in Chongqing, a provincial level municipality, in Southwest China. The survey shows that more than 30% of the sample plots have been abandoned, mainly since 1992. The econometric results are consistent with our theoretical expectations. This work would help policy-makers and stakeholders to identify areas with a high probability of land abandonment and farming practice which is less sustainable in the mountainous areas.