a survey of agricultural household models recent findings and policy implications semicommercial farms that produce multiple crops make up a large part of the agricultural sector in developing economies these farms or agricultural households combine two fundamental units of microeconomic analysis the household and the firm traditional economic theory has dealt with these units seperately but in developing economies in which peasant farms dominate their interdependence is of crucial importance researchers have developed models of agricultural households that combine producer and consumer behavior in a theoretically consistent fashion recent empirical applications of these models have extended them and expanded the range of policy issues which can be investigated using this general framework this article reports the results of empirical applications of this model in india indonesia japan the republic of korea malaysia nigeria senegal sierra leone taiwan and thailand it provides a comparative analysis of the policy implications of the approach for such matters as the welfare of farm households the size of marketed surplus the demand for nonagricultural goods and services and for hired labor and the availability of budget revenues and foreign exchange

employment dynamics in the rural nonfarm sector in ethiopia do the poor have time on their side abstract we study rural employment transitions in ethiopia between farming and both low and high return nonfarm employment we find that initial asset holdings and access to saving and credit are important factors for transition into high return rural nonfarm employment and that households participation in high return rural nonfarm activities is robust to their experience of health shocks however shocks that affect their wealth or liquidity may trigger descents into low return nonfarm employment on the other hand shocks that reduce agricultural income motivate transitions into high return rural nonfarm employment

international migration and income distribution in the philippines the author uses data on remittances from migrants to determine the effects of migration on household income and its distribution in the philippines i briefly describe the evolution of household income distribution using fies the family income and expenditure survey and the characteristics of households that receive income from migrants and those that do not i discuss the analytical framework that is used and outline the changes in incomes and inequality that emigration causes excerpt

agroclimatic shock income inequality and poverty evidence from burkina faso abstract this paper examines the impacts of agroclimatic shock on income inequality and poverty using household farm data from three agroecological zones of burkina faso together with income source decompositions of the gini coefficient and the foster greer thorbecke poverty index before and after a severe drought our findings reveal that because the poor lack acces to off farm income off farm income increases inequality and fails to shield poor households against agroclimatic risks the direction of the empirical relationship between changes in inequality and poverty after the drought depends critically on environmental variables and on apparent constraints on income diversification at different points in the income distribution

shocks consumption and income diversification in rural ethiopia abstract we present new evidence that households are unable to protect themselves from rainfall failure that occurs on average every five years in rural ethiopia however other less extreme rainfall variation and idiosyncratic shocks such as illness and crop pests do not impact significantly on consumption agricultural shocks impact negatively on farm income as expected however they also stimulate non agricultural earnings by an equivalent amount in the case of a covariate shock such as severe rainfall failure this smoothing mechanism may be ineffective and rainfall insurance or drought triggered safety nets could provide further protection

the dynamics of livelihood diversification in post famine ethiopia abstract based on data for almost 300 households this paper explores associations among income diversification household perceptions of livelihood risks and changes in consumption outcomes across two points in time in post famine ethiopia four key questions are addressed i to what extent did households emerging from the famine period with relatively higher income and calorie consumption levels also have a more diversified income base ii was higher income diversification in 1989 associated with higher income and consumption levels by 1994 iii which households increased their share of income from non cropping activities most during the inter survey years and iv did household heads perceive a lack of non farm income activities to be an important risk factor in famine vulnerability we find that wealthier households tended to have more diversified income streams those initially more diversified subsequently experienced a relatively greater increase in both income and calorie intake households with a greater concentration of assets were more likely to fall in their relative outcome ranking as were female headed households and initially less diversified households subsequently realized greater gains in income diversification we also find suggestive evidence that personal perceptions of risk factors guided subsequent diversification decisions

addressing food security in africa via multiple livelihood strategies of women farmers abstract because food insecurity is primarily a problem of low household incomes and poverty and not just inadequate food production projects and programs for food insecure african farmers which aim at increasing production of subsistence crops may be ineffective instead government should look for ways to improve returns to farmers resources in a broader context which may include expanded opportunities for non farm microenterprises and agricultural labor this has been the conventional wisdom since the writings of amartya sen still unclear however are the implications of his thinking for the roles of african women farmers who are traditionally the food crop producers in africa and are often food insecure immediate expansion of income earning activities such as cash cropping and non farm microenterprises may not be possible for women in male headed households in many african societies where cash income is seen as part of the male domain in addition women farmers may need a long adjustment period to diversify their income sources fully because most african countries are at the early stages of structural transformation different developmental interventions both in policy and in technology are therefore needed to address food security and economic transformations in africa in the short and long term

rural livelihood diversification in sub saharan africa a literature review abstractthis article provides a comprehensive review of the literature on the nature and evolution of rural livelihood diversification in sub saharan africa and the situation regarding smallholders it reveals mixed findings about the causes and consequences of livelihood diversification on rural smallholders adopting this strategy a lot of evidence from the literature suggests that it is relatively better off smallholders with sufficient assets who achieve successful livelihood diversification mainly by exploiting opportunities and synergies between farm and nonfarm activities because of asset constraints increase in incomes and wealth based on livelihood diversification has not yet benefitted the large majority of smallholders

few opportunities much desperation the dichotomy of non agricultural activities and inequality in western kenya summary using data from western kenya we confirm the existence of a dichotomous non agricultural sector the poverty and inequality implications of the differently motivated diversification strategies only partly correspond to expected patterns while high return activities are indeed confined to richer households low return activities constitute an important income source for households across the entire income distribution finally we examine the wider implications of our findings for rural livelihoods we find that only engagement in high return non agricultural activities is significantly associated with increased agricultural productivity it seems that such high return activities play a key role in triggering cumulative effects of relative livelihood success

the rural non farm economy prospects for growth and poverty reduction summary policy makers have high expectations for the rural non farm economy rnfe given high income shares growing employment and frequently low capital requirements they see the rnfe as a potential pathway out of poverty for their rural poor yet available evidence suggests that pro poor rural non farm growth does not occur automatically for the poor to benefit from rural non farm growth policy makers must stimulate buoyant rural economies with robust non farm income growth not simply low productivity employment moreover the poor must gain access to growing market niches fluid labor markets provide one important bridge linking the rural poor to growing non farm opportunities

poverty and the rural nonfarm economy in oromia ethiopia the rural nonfarm sector has gained increasing importance not only in asia but also in africa it is however widely believed that in most parts of africa the growth of the nonfarm economy has increased inequality and has had a limited effect on the poor who face entry barriers to nonfarm activities the present article analyzes the relation between nonfarm income poverty and inequality in oromia ethiopia we use two complementary methodologies i econometric estimates of household income from the nonfarm sector and ii a gini decomposition of analysis income inequality by source the results consistently indicate that in oromia entry barriers to nonfarm activities is low and the general growth of the sector will benefit the poor

principal challenges confronting smallholder agriculture in sub saharan africa summary this paper uses small scale farm survey data from five countries of eastern and southern africa to highlight four under appreciated issues i how land distribution patterns constrain the potential of crop technology and input intensification to enable many small farms to escape from poverty ii why most smallholders are unable to produce more than a marginal surplus or participate meaningfully in commodity markets iii why most farmers are directly hurt by higher grain prices and iv why the marketed agricultural surplus is exceedingly concentrated among a small group of relatively large smallholders policy and public investment options are reviewed in the light of these findings there is no one future for small farms in africa much depends on government policy and investment decisions

the economics of non convex ecosystems introduction the word convexity is ubiquitous in economics but absent from economics in this paper we explain why and show what difference it makes to economic analysis if ecosystem non convexities are taken seriously a simple proof is provided of the connection between self similarity and power laws we also provide an introduction to each of the papers in the symposium and draw out the way in which they form a linked set of contributions

adaptation to land constraints is africa different since the seminal works of malthus and boserup scientists have long debated the impact of population growth and land constraints on the wellbeing of rural people today these concerns are particularly relevant to africa with its rapid population growth very small farms and chronic food insecurity in this paper we examine adaptation to falling land labor ratios using a comprehensive theoretical framework in which households faced with binding land constraints can respond in three ways intensifying agricultural production diversifying out of agriculture and reducing fertility rates using cross country data and drawing upon the existing literature we reach three conclusions first population density is associated with reduced fallows and more intensive use of land but not fertilizer use or irrigation indicating major challenges in achieving sustainable intensification or agricultural productivity growth second there is little evidence of successful non farm diversification in response to land pressures in africa from domestic or international income sources third rural africans in land constrained countries desire smaller families but have thus far benefited little from family planning policies these findings underscore the need for a coordinated multi sectoral approach to sustainably reduce poverty in the region

determinants of income diversification amongst rural households in southern mali abstract household level panel data from a representative sample of rural households in southern mali describing the different sources of household income are used to examine the determinants of income diversification a conditional fixed effects logit model is employed in the analysis to control for household specific effects we find evidence that poorer households have fewer opportunities in non cropping activities such as livestock rearing and non farm work and hence less diversified incomes this appears to reflect their relative lack of capital which makes it difficult for them to diversify away from subsistence agriculture the results also indicate that households in remote areas are less likely to participate in the non cropping sector than their counterparts closer to local markets while households with educated heads are more likely to participate in the non farm sector than those with illiterate heads the significance of entry constraints in explaining portfolio diversification suggests that the role of government in making assets as well as improved infrastructure available to poorer households is still essential in promoting income diversification

introduction to the special issue on the role of nonfarm income in poverty reduction evidence from asia and east africa in this special issue we present seven studies that collectively attempt to investigate the role of non farm income in long term and short term poverty reduction in asia and africa the first four studies out of the seven use long term panel data over two decades in the philippines thailand bangladesh and india these studies show drastic increases in non farm income shares and corresponding declines in poverty levels over time especially in the philippines and thailand education levels of household members and returns to education also increased significantly in these countries the remaining three studies use cross sectional and short term panel data from ethiopia kenya and uganda these african studies show high proportions of poor households and low shares of non farm income that are somewhat comparable to the situation in the 1980s described in the asian studies without the green revolution that provided stable farm income and potential financial resources to invest in children education in asia it is not clear if african farm households can follow the asian examples

rural livelihoods and poverty reduction strategies in four african countries this paper compares and contrasts rural livelihoods in uganda kenya tanzania and malawi with a view to informing rural poverty reduction policies within poverty reduction strategy plans prsps low household incomes in rural areas of all countries are associated with low land and livestock holdings high reliance on food crop agriculture and low monetisation of the rural economy these adverse factors are in some instances made more difficult by land sub division at inheritance declining civil security in rural areas deteriorating access to proper agronomic advice and inputs and predatory taxation by decentralised district councils better off households are distinguished by virtuous spirals of accumulation typically involving diverse livestock ownership engagement in non farm self employment and diversity of on farm and non farm income sources lessons for prsps centre on the creation of a facilitating rather than blocking public sector environment for the multiplication of non farm enterprises seeking creative solutions to the spread of technical advice to farmers and examining critically the necessity for and impact of tax revenue collection by district councils on rural incomes and enterprise

yield gap based poverty gaps in rural sub saharan africa summary given africa s challenge of feeding a growing population narrowing yield gaps is an efficient way of raising production under covariate constraints using household panel data from 21 regions in eight sub saharan african countries this article unravels the determinants of yield gaps it also tests the hypothesis that poverty gaps are increasing with yield gaps the results suggest that yield gaps are increasing with cultivated area that yield differences are reducing with fertilizer use particularly when combined with improved seeds in low production potential regions that poverty gaps are increasing with yield gaps particularly in low production potential regions

income portfolios in rural ethiopia and tanzania choices and constraints the article analyses the different income portfolios of households using survey data from rural ethiopia and rural tanzania it suggests that the different portfolios held by households cannot be e

farm nonfarm linkages in rural sub saharan africa this paper is an accumulation over the past 25 years of a body of detailed work examining the structure of africa s rural nonfarm economy first it systematically reviews empirical evidence on the nature and magnitude of the african rural nonfarm economy it then explores differences across locality and size across countries and over time in an effort to assess likely patterns of growth a subsequent review of key production and consumption parameters allows an estimate of the magnitude of the agricultural growth multipliers in africa the paper concludes with a brief discussion of policies and programs that will be necessary if farm nonfarm growth linkages are to achieve their full potential

adapting to adjustment smallholder livelihood strategies in southern malawi abstract this study uses the sustainable livelihoods framework to analyze changes in livelihood strategies for 50 case study households in the blantyre shire highlands southern malawi during 1990 2000 although evidence from rapid rural appraisal rra suggests that the poor are becoming poorer the majority 56 reported an improvement in their economic status improvement was linked to market liberalization through higher income from crops burley tobacco vegetables grain legumes and microenterprise one quarter of households were worse off downward economic mobility was attributable partly to market liberalization but also to the adverse consequences of widowhood or divorce for female headed households monitoring livelihoods under adjustment requires a pluralist approach that relies not just on rra but also on quantitative methods household case studies and insights from farming systems research

land pressures the evolution of farming systems and development strategies in africa a synthesis abstract evidence assembled in this special issue of food policy shows that rising rural population densities in parts of africa are profoundly affecting farming systems and the region s economies in ways that are underappreciated in current discourse on african development issues this study synthesizes how people markets and governments are responding to rising land pressures in africa drawing on key findings from the various contributions in this special issue the papers herein revisit the issue of boserupian agricultural intensification as an important response to land constraints but they also go further than boserup and her followers to explore broader responses to land constraints including non farm diversification migration and reduced fertility rates agricultural and rural development strategies in the region will need to more fully anticipate the implications of africa s rapidly changing land and demographic situation and the immense challenges that mounting land pressures pose in the context of current evidence of unsustainable agricultural intensification a rapidly rising labor force associated with the region s current demographic conditions and limited nonfarm job creation these challenges are manageable but will require explicit policy actions to address the unique development challenges in densely populated rural areas

livelihoods and chronic poverty in semi arid zimbabwe abstract remoteness and geographic natural physical human and social capital are contrasted with social and political exclusion in explaining persistent rural poverty we found that persistent poverty was strongly associated with the structural poverty of zimbabwe s semi arid communal areas relative urban proximity assisted income diversification and improvement in a very poor socially and politically excluded area less excluded but remote areas remained poor but not as poor as the excluded population livelihoods changed and diversified more in the nonremote area speeding poverty reduction as measured by an index of perceived change we conclude with what policy options and sequence might support the inclusion of chronically poor people

income diversification poverty traps and policy shocks in cote d ivoire and kenya abstract this paper presents evidence on the effects of two different sorts of policy shocks on observed income diversification patterns in rural africa in cote d ivoire households with poor endowments were less able to respond to attractive emerging on farm and non farm opportunities due to entry barriers to superior livelihood strategies the benefits of exchange rate reform accrued disproportionately to households that were richer prior to devaluation by contrast food for work transfers to households in kenya significantly reduced liquidity constraints enabling project participants to pursue more lucrative livelihood strategies in non farm activities and higher return agricultural production patterns jointly these two shocks underscore the importance of liquidity market access and skill constraints to skilled non farm income sources to dynamic poverty traps in rural africa

non farm income gender and inequality evidence from rural ghana and uganda abstract this paper examines how the distribution of earnings in rural ghana and uganda differs by income type and by gender we find that non farm earnings contribute to rising inequality but that lower income groups also benefit due to strong overall growth in non farm earnings the inequality inducing effect is driven by self employment income wage income on the other hand reduces inequality the tendency of non farm income to contribute to inequality is greater among female headed households for whom self employment is important and non farm opportunities more constrained determinants of non farm income are estimated and appear to be strongly related to location education age and distance to market estimates of the linkages to agriculture in ghana are weaker than expected showing the non farm sector to be functioning more as an alternative activity to agriculture than as a complement

assets activities and rural income generation evidence from a multicountry analysis summary this paper examines the links between the assets and the economic activities of rural households in developing countries to provide insight into how the promotion of certain key assets particularly education land and infrastructure influences the economic choices of these households nationally representative data from 15 countries which form part of the rural income generating activities riga database are used in the analysis the results indicate that improved land access is linked to agricultural production and thus will lead households to take on average this path for improving household welfare higher levels of education and greater access to infrastructure appear to be most closely linked to non agricultural wage employment