A supply‐side analysis of agritourism: Evidence from farm‐level agriculture census data in Taiwan

Due to consumers’ increased demand for leisure and farmers’ need for income diversification, researchers and policymakers have significant interest in topics related to agritourism. This study provides a supply‐side analysis on agritourism using Taiwan as a case study. Utilising a sample of 720,148 family farms from the 2010 agriculture census survey in Taiwan, we quantify the effects of engaging in the agritourism business on farm income, on farm succession, and on family members’ labour supply decisions between on‐farm and off‐farm work. An analytical framework that combines the doubly robustness regression model and semiparametric estimation is proposed to address the endogeneity bias. Results indicate that participation in agritourism increases farm income and family farm succession. Farms engaging in agritourism also have more family members working on the farm, and fewer family members working off‐farm, compared to farms not engaging in agritourism. Although agritourism enterprises are developed to meet consumers’ demand for leisure, our results show that they also improve the economic welfare of farm households.     

THE FARM AS A FAMILY BUSINESS: A REVIEW

Although the great majority of UK farms are run as family businesses, the family dimension of these businesses is frequently neglected. There are nevertheless important inferences to be drawn from studying the farm family, its forms and functions, and the way that the family and the business interact. This calls for a multidisciplinary approach and the review attempts to draw together insights from industrial economics, social anthropology, history and rural sociology as they apply to the farm family business. It then relates these insights to considerations of the family development cycle, processes of inheritance and succession, roles of farmers' wives and multiple-job farming families. The literature review points to opposing tendencies within the population of farm businesses. Family forms of organisation and relationships may have become less relevant to farming at the lower end of the size scale but more relevant to the conduct of a successful large farm business.     

Policy drivers of farm succession and inheritance

Farm succession and inheritance is increasingly considered a complex phenomenon which not only affects core dimensions of farm family life but also the agricultural sector more widely. Intergenerational farm transfer in particular is increasingly viewed as fundamental to the sustainability and development of global agriculture. In the majority of EU countries, the average age of farmers is increasing, while the number of farmers under 40 years of age is decreasing. There is growing concern that this demographic trend may have negative impacts on the agricultural industry because it is younger and not older farmers who are associated with more efficient and effective production practices. The question of what motivates decisions to transfer farms is a complex one, and research to date has not apparently enlightened agricultural policy to the extent that current trends towards an ageing farm population are being managed. This research aims to investigate economic and financial aspects of the policy drivers of farm succession and inheritance in Ireland to understand what it is about the policy environment that is failing to stimulate higher levels of farm transfer. It draws on the Teagasc National Farm Survey data which provides Irish data to the Farm Accountancy Data Network in the European Commission. A hypothetical microsimulation model is used to investigate economic factors of farm transfers, with scenarios created to test these factors and their impacts on the transfer process. The Net Present Value (NPV) of income streams for farmers and their successors are calculated to assess which scenarios have the highest/lowest financial effects. The findings illustrate a range of possible scenarios for farm succession/inheritance, with some results indicating that under current policy retaining a farm until death may be more economically beneficial to a farmer than transferring land before death.     

Farm succession,occupational choice and farm adaptation at the rural-urban interface: The case of Italian horticultural farms

The survival of family farming in Europe is a crucial issue, as it assures landscape maintenance in marginal areas and provides transmission and accumulation of site-specific knowledge in agricultural activity. Using data from a sample of Italian horticultural farms, we explored the multiple forces driving farm succession in a high value added sector. In addition to the traditional factors examined in the literature (farm, farmer and family features), we treated the farm transfer choice as the complement of the decision to migrate out of the agricultural sector, testing the effects of local labour market conditions (employment, income gap between farm and non-farm sector) and population density around the farm, as a proxy of rural-urban interface relationships. It has been shown that both traditional factors and territorial and labour market conditions influence the probability of farm succession. Interestingly labour market conditions exerted an effect in line with occupational choice theory only in less inhabited areas; in more densely populated regions a rural-urban linkage effect seems to prevail, creating an environment that fosters succession of young horticultural farmers. Peri-urban areas may thus be a favourable location for professional and specialised horticultural farms, as well as multifunctional and de-specialised ones, if their assets are properly protected against farmland subtraction. More generally, these findings confirm the validity of a more comprehensive approach toward farm succession, which takes occupational choice theory and rural-urban farm adaptation strategies into account.     

Intergenerational Succession on Israeli Family Farms

Using a binary‐choice analysis, we study the likelihood of intra family intergenerational succession on Israeli family farms. This provides policy‐relevant information on the long‐run survival probabilities of these farms in a period of increased vulnerability of family farms. We compare two definitions of succession, one based on an official declaration of a succeeding child, and another which is more operational, based on the existence of an adult child who works on the farm alongside the parents. We also validate the probit results by comparing them to those of a more robust semi‐nonparametric method. We identify a number of family and farm attributes whose effects are statistically significant and consistent with economic theory based on the notion of an economic surplus resulting from intra‐family succession and on the notion of bargaining between the generations.     

Labour on the Family Farm: a Theory under Uncertainty

This paper develops a theory of the family farm in conditions of uncertainty where attention is focussed on the labour-input decisions. Specifically, the farm family is faced with two labour decisions, namely with respect to hired labour and to family labour. The framework for analysis is expected utility maximisation. The analysis has implications for agricultural policy since policy pronouncements of economists are typically based on models which assume perfect certainty. These pronouncements do not survive the incorporation of uncertainty.     

Consumption risk,farm characteristics,and soil conservation adoption among low-income farmers in the Philippines

This paper investigates patterns of soil conservation adoption among low-income farmers in the Philippines. A model is presented that focuses attention on the role ot assets and consumption risk in conservation adoption decisions. Results Iron, a reduced-form probit model of adoption are reported. These econometric findings indicate that patterns of soil conservation adoption reflect relative risk considerations in addititon farm and household characteristics. Farm size, tenure security, labor availability, and land quality all exhibit a positive association with soil conservation adoption. In contrast, controlling on these and other household characteristics, the probability of adoption falls as consumption risk rises. These results underscore a need for greater sensitivity among policymakers to the role of consumption risk in influencing soil conservation decisions in low-income settings.     

Net capital outflows and the viability of family farms

Abstract

The importance of the family farm in EC agriculture is undisputed. This paper focuses upon the potential impact on family farms of capital outflows which arise from the Napoleonic Code inheritance system which is in place in many continental countries. This system implies that the transfer of ownership of the farm between generations is typically associated with a requirement for the successor to buy out the non‐succeeding heirs. The potential effects of these capital outflows on the family farm's current consumption and ability to pass on a viable unit to the next generation is illustrated using two versions of a life cycle simulation model using two definitions of what constitutes future family farm viability. The numerical results give some indication of the extra burden imposed by the Napoleonic Code inheritance system relative to primogeniture.     

Determinants of economic well-being among U.S. farm operator households

Participation in government programs has a mild impact on the economic well‐being of U.S. farm households. Major factors that determine farm household prosperity are the primary operator's education level and ethnicity, education level of the spouse, and other characteristics such as forward purchasing of inputs, use of contract shipping of products, having a succession plan, farm ownership, and location in a metro area. This article uses the 2001 Agricultural Resource Management Survey (ARMS) as well as relative and an absolute measure to assess U.S. farm households' economic well‐being. The relative measure compares the income and wealth position of farm households relative to median income and median wealth of the general population. The absolute measure adds annualized wealth to a farm household's income.     

Public Policy in the 21st Century: Is Prairie Agriculture Becoming Like Any Other Industry? Does it Matter?

The question addressed in this paper is whether Prairie agriculture has become "like any other industry". The implication is that a positive response would lead to the conclusion that it should therefore be treated "like any other industry" rather than being accorded the special status that it has enjoyed for more than a century
We show that, as net farm incomes have declined over the past 35 years, Prairie farmers have responded by seeking other (non-farm) sources of income. At the time of the 1996 census, net farm income accounted for only 31 percent of farm family income (down from 75 percent in 1967). By 1999, the contribution of net farm income was even lower than in 1996
In spite of the dwindling contribution of net farm income to farm family income, average farm family income in Saskatchewan has exceeded average provincial household income for all but two years between 1971 and 1998, Under these circumstances, it is necessary to ask why it is in the public interest to subsidize an activity which, in recent good times, produced 31 percent of the income of a subset of the population whose household incomes were 10–15 percent above the provincial average
Based on income levels, it is probably no longer necessary to accord farm families special status in the public policy arena. However, other policy considerations (immobility of resources, the role of agriculture in the rural economy, environmental considerations, food safety and security, for example) remain, differentiating agriculture from other industries     

The role of family life-cycle events on persistent and transient inefficiencies in less favoured areas

Family farms dominate less favoured areas (LFAs) within Europe, and family life-cycle conditions, such as succession and retirement, affects how these farms adapt to changing circumstances. Past studies of on-farm technical efficiency have not directly addressed these conditions, but they may explain why some farms are more efficient than others, especially as the farm family model dominates most farming systems. Motivated by the UK's withdrawal from the EU and the debate around establishing replacement support policies, we apply a multi-step model to measure both transient and persistent inefficiencies using a panel of LFA cattle and sheep farms in Scotland over the period 2003–2020. We find a greater prevalence of persistent compared to transient inefficiency, which suggests that structural problems still exist. Farms with planned succession are found to have higher persistent efficiencies, whereas farmers nearing retirement have lower levels. Other factors, such as dependence on subsidy, off-farm activity and classification as severely disadvantaged tend to compound these lower efficiencies. We argue that life-cycle conditions should not be ignored in studies of farm technical efficiency. Within the scope of framing a new agricultural policy for UK administrations, these results inform the debate on support for LFAs, as well as the promotion of support towards generational renewal to ease transition across farm family life-cycle events.     

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.     

Modelling the origins of managerial ability in agricultural production*

The efficiency of production from a farm’s land, labour and capital is critically dependent on the ability of the farm manager. Yet, while there are studies correlating a wide range of manager‐related variables with returns, and, therefore, probably ability, little understanding of the basic determinants of managerial ability exists. Questions such as ‘what is the importance of a farmer’s family experiences and training in determining the farmer’s managerial ability?’ need answering. The solution to this, and other, questions will enable determining ways of improving farmers’ inherent ability developed both in early, and later, life. In that most decisions on a farm are made intuitively, in contrast to the use of a formal analysis, improving farmers’ inherent ability will have a significant payoff. The research reported here uses data from a large stratified random survey of 740 developed farmers (29 per cent had tertiary education, 30 per cent had 4 or more years secondary education) to create a structural equation model of the determinants of managerial ability. The results suggest that a farmer’s exposure to experiences is a significant factor in ability, as is the farmer’s management style and the family influence on early life experience.     

Labour on the family farm: a theory under uncertainty – an extension

In a framework developed by P.J. Dawson, the effects of output price risk on the family labour supply and its demand for hired labour are investigated. In particular, the effects of changes in autonomous income, expected output price, family composition, and farm size-are studied. Comparative statics is used to sign these effects, revealing the importance of the behavior of the measures of absolute, relative and partial risk aversion in determining them. It is shown that some of the effects may be determined only via empirical research.     

Retirement farming or sustainable growth – land transfer choices for farmers without a successor

Ireland’s agriculture is characterised by an ageing farmer population and small average farm sizes. These structural issues are shared by a number of European countries and have been identified as barriers to sustainable growth in the sector. While farms with an identified successor usually enter a path of expansion and growth, farms without a successor at some point follow a route of winding down and extensification. Such retirement farming could potentially become an issue for food security and sustainable land use. Understanding the retirement decisions of farmers without a successor is key to address this issue. To this end a survey was conducted with Irish farmers including questions surrounding succession and retirement. About half of the surveyed farmers did not have a successor and two thirds of those did not intend to fully retire from active farming in the future. A logistic regression analysis of the collected data showed that placing a high value on family tradition in farming and only receiving a state pension had a negative effect on the intention to retire, while being aware of changing pension ages had a positive effect. A follow up qualitative study explored the perceptions of farmers without a successor regarding various land transfer options. The participants mainly anticipated negative consequences arising from selling the farm and full retirement such as the loss of land and the end of the farming activity. Other options such as the long-term leasing of part of the land or entering into a partnership with a younger farmer were regarded as having more positive consequences. These included a lowering of the workload, allowing a continuing involvement in farm work, and the ability to be able to stay on the farm.     

A discrete‐time hazard analysis of the exit of burley tobacco growers in Tennessee,North Carolina,and Virginia

This article examines the exit and survival dynamics of burley tobacco growers in Tennessee, North Carolina, and Virginia using a discrete‐time hazard logit model. The study also predicts the effects of selected farm and family characteristics on exit hazards, assesses the proportionality of their effects over time and their relative importance in explaining the variation in exit hazards among burley tobacco growers. Results provide the longitudinal progression of the probability of exiting the tobacco industry since the end of the federal tobacco program in 2004, and identify off‐farm participation, percentage of farm receipts from tobacco, tobacco price, educational level, and farm size as the most important determinants of the decision to exit the tobacco industry. Further, the effects of off‐farm participation and farm size on the exit hazards of burley tobacco farms are proportional over time while the effects of the percentage of farm receipts from tobacco and tobacco price are time variant.     

Modelling the Crop Variety Demand of Semi‐Subsistence Households: Bananas in Uganda

We propose an approach to model the derived demand for crop varieties among semi‐subsistence farmers in a developing economy, and apply it to smallholder banana producers in Uganda. We model variety planting decisions as being composed of an extensive margin decision to grow a subset of locally available varieties (variety choice); and an intensive margin decision about the scale or extent of variety cultivation per farm (variety demand). We estimate variety demand equations using a more complete representation of the choice set upon which observed planting decisions are made. Computed elasticities of variety demand with respect to variety attributes indicate that the relative importance of consumption and production attributes varies by location and proximity to markets, from which we draw implications for the social and economic impact of crop improvement. The approach that we propose has broad appeal for analysing adoption decisions for modern or traditional varieties of both major and minor crops in developing countries.     

A decision support system for strategic planning on pig farms

This paper reported on a decision support system (DSS) for strategic planning on pig farms. The DSS was based on a stochastic simulation model of investment decisions (ISM). ISM described a farm with one loan and one building using 23 variables. The simulation model calculated the results of a strategic plan for an individual pig farm over a time horizon of a maximum of 20 years for a given scenario. For six distinct replacement strategies, regression metamodels were specified to describe the outcome of the response variable as a function of the farm variables. The regression results indicated that a linear function with only nine or ten farm variables gave a reasonable estimate of the results of the simulation model. Turnover ratio, feed conversion ratio, percentage of meat, farm size, family expenses, and experience were the main parameters determining future relative farm position. For farms with high levels of family expenditures and/or financial leverage an economic replacement strategy was optimal. Risk attitudes played a minor role in the choice of the optimal strategy, because one strategy was preferred to another regardless of risk preference. To analyze the attractiveness of a chosen strategic plan for different ‘what-if’ scenarios, the visual method using graphical representations offered sufficient information. The number of years ahead for which the decision maker evaluated the consequences of simulated strategic plans influenced which strategy was preferred.     

Farm machinery use,off‐farm employment and farm performance in China

We analyse the joint impacts of farm machinery use and off‐farm employment on maize yields and agrochemical expenses from a household survey of 493 farmers in China. Our findings are obtained from an innovative two‐stage econometric procedure that combines a bivariate ordered probit model with an endogeneity‐corrected ordinary least square regression model. The results show that farmers are jointly making decisions to use farm machines and to work off the farm and that these two household activities affect maize yields and agrochemical expenses in different ways. We show that farm machinery use significantly increases both maize yields and agrochemical expenses, while off‐farm employment significantly decreases agrochemical expenses. Our findings highlight the importance of additional machinery use in increasing farm production; the need to account for possible endogeneity in estimation; and the statistical significance of key household characteristics (gender, education, and household size) on overall farm production.