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Imputing Nutrient Intake From Foods Prepared And Consumed Away From Home And Other Composite Foods
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Book Synopsis Imputing nutrient intake from foods prepared and consumed away from home and other composite foods by :
Download or read book Imputing nutrient intake from foods prepared and consumed away from home and other composite foods written by and published by Intl Food Policy Res Inst. This book was released on 2017-01-06 with total page 48 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper assesses the Subramanian and Deaton (S–D) approach for imputing the caloric intake of households from food prepared away from home (FAFH) and composite foods (CF) by juxtaposing it with the imputations of alternative approaches, and extends these approaches to four additional nutrients—vitamin A, iron, zinc, and calcium. The apparent relative nutritional insignificance of FAFH and CF in Bangladesh obfuscates our efforts to assess alternatives to the S–D approach to imputation, and we remain uncertain about the relative value of the alternative imputation approaches examined. FAFH and CF—although widely consumed in Bangladesh—constitute a relatively unimportant source of nutrients, regardless of how the nutrient content of FAFH and CF is imputed.
Book Synopsis Misreporting month of birth: Implications for nutrition research by : Larsen, Anna Folke
Download or read book Misreporting month of birth: Implications for nutrition research written by Larsen, Anna Folke and published by Intl Food Policy Res Inst. This book was released on 2017-03-09 with total page 52 pages. Available in PDF, EPUB and Kindle. Book excerpt: Height-for-age z-scores (HAZs) and stunting status (HAZ<−2) are widely used to measure child nutrition and population health. However, accurate measurement of age is nontrivial in populations with low levels of literacy and numeracy, limited use of formal birth records, and weak cultural norms surrounding birthdays and calendar use. In this paper we use Demographic and Health Surveys data from 62 countries over the period 1990–2014 to describe two statistical artifacts indicative of misreporting of age. The first artifact consists of lower HAZs for children reported to be born earlier in each calendar year (resulting in implausibly large HAZ gaps between January- and December-born children), which is consistent with some degree of randomness in month of birth reporting. The second artifact consists of lower HAZs for children with a reported age just below a round age (and hence implausibly large HAZ gaps between children with reported ages just below and just above round ages), which is consistent with survey respondents rounding ages down more than they round ages up. Using simulations, we show how these forms of misreporting child age can replicate observed patterns in the data, and that they have small impacts on estimated rates of stunting but important implications for research that relies on birth timing to identify exposure to various risks, particularly seasonal shocks. Moreover, the misreporting we identify differs from conventional age-heaping concerns, implying that the metrics described above could constitute useful markers of measurement error in nutrition surveys. Future research should also investigate ways to reduce these errors.
Book Synopsis Existing data to measure African trade by : Mitaritonna, Cristina
Download or read book Existing data to measure African trade written by Mitaritonna, Cristina and published by Intl Food Policy Res Inst. This book was released on 2017-03-10 with total page 32 pages. Available in PDF, EPUB and Kindle. Book excerpt: One finds a broad consensus in the literature regarding the lack of good information on trade in Africa, particularly intraregional trade. This paper attempts to identify gaps and remedies in measuring and tracking trade in Africa. We review the major international and regional databases that track trade in Africa, identifying the gaps therein. We also review the studies that have attempted to track informal trade between African countries, and we look at the major ongoing initiatives to track such informal trade. It appears that both international and regional databases suffer from a lack of reporting or from faulty reporting of African trade statistics. Informal trade flows pose an ongoing problem when measuring intraregional trade, although actual border-monitoring initiatives ongoing in selected countries constitute an interesting option for their quantification. When no direct monitoring method is available, estimating gravity equations represents an alternative with which to measure the potential trade between two partner countries, giving us an estimate of missing trade. A final avenue consists of estimating unregistered trade via national accounts data by comparing consumption, production, and declared trade.
Book Synopsis Smog in our brains: Gender differences in the impact of exposure to air pollution on cognitive performance in China by : Chen, Xi
Download or read book Smog in our brains: Gender differences in the impact of exposure to air pollution on cognitive performance in China written by Chen, Xi and published by Intl Food Policy Res Inst. This book was released on 2017-03-11 with total page 43 pages. Available in PDF, EPUB and Kindle. Book excerpt: While there is a large body of literature on the negative health effects of air pollution, there is much less written about its effects on cognitive performance for the whole population. This paper studies the effects of contemporaneous and cumulative exposure to air pollution on cognitive performance based on a nationally representative survey in China. By merging a longitudinal sample at the individual level with local air-quality data according to the exact dates and counties of interviews, we find that contemporaneous and cumulative exposure to air pollution impedes both verbal and math scores of survey subjects. Interestingly, the negative effect is stronger for men than for women. Specifically, the gender difference is more salient among the old and less educated in both verbal and math tests.
Book Synopsis Nutrition in the Prevention and Treatment of Disease by : Ann M. Coulston
Download or read book Nutrition in the Prevention and Treatment of Disease written by Ann M. Coulston and published by Academic Press. This book was released on 2017-04-28 with total page 1075 pages. Available in PDF, EPUB and Kindle. Book excerpt: Nutrition in the Prevention and Treatment of Disease, Fourth Edition, is a compilation of current knowledge in clinical nutrition and an overview of the rationale and science base of its application to practice in the prevention and treatment of disease. In its fourth edition, this text continues the tradition of incorporating new discoveries and methods related to this important area of research Generating and analyzing data that summarize dietary intake and its association with disease are valuable tasks in treating disease and developing disease prevention strategies. Well-founded medical nutrition therapies can minimize disease development and related complications. Providing scientifically sound, creative, and effective nutrition interventions is both challenging and rewarding. - Two new chapters on metabolomics and translational research, which have come to be used in nutrition research in recent years. The new areas of study are discussed with the perspective that the application of the scientific method is by definition an evolutionary process. - A new chapter on Genetics and Diabetes which reviews the latest research on causal genetic variants and biological mechanisms responsible for the disease, and explores potential interactions with environmental factors such as diet and lifestyle. - Includes all major "omics" – the exposome, metabolomics, genomics, and the gut microbiome. - Expands the microbiota portions to reflect complexity of diet on gut microbial ecology, metabolism and health
Book Synopsis Strengthening and harmonizing food policy systems to achieve food security by : Babu, Suresh Chandra
Download or read book Strengthening and harmonizing food policy systems to achieve food security written by Babu, Suresh Chandra and published by Intl Food Policy Res Inst. This book was released on 2017-02-15 with total page 40 pages. Available in PDF, EPUB and Kindle. Book excerpt: Understanding how various entities in a policy system at the national level can contribute to improved use of evidence in policy making. Yet little research has focused in developing countries on how various actors and players in a policy system work together to achieve a set of policy goals. In this paper, we study the factors contributing to the effectiveness of a policy system. The process of policy design, adoption, implementation, and refinement requires an effective policy system as well as a capacitated and supportive institutional structure. External actors both through technical and financial assistance often support policy systems in developing countries. Poor coordination and harmonization of such assistance among various actors and players within the country can often result in undermining the very policy systems they try to strengthen. This is typical in the African agricultural development process. In this paper, we develop a conceptual framework for understanding the policy and institutional architecture of food and agriculture policy system and for improving the coordination and harmonization of the roles of policy actors and players. Applying the framework to Ghana, we map and analyze the organizational contributions of various actors and their functional characteristics. We show how such analysis can aid various policy actors in setting priorities and strategies for increasing their capacity and the effectiveness of their roles. Finally, we draw lessons for strengthening the food policy systems in developing countries through effective coordination among local and external actors.
Book Synopsis Institutional versus noninstitutional credit to agricultural households in India: Evidence on impact from a national farmers’ survey by : Kumar, Anjani
Download or read book Institutional versus noninstitutional credit to agricultural households in India: Evidence on impact from a national farmers’ survey written by Kumar, Anjani and published by Intl Food Policy Res Inst. This book was released on 2017-03-02 with total page 36 pages. Available in PDF, EPUB and Kindle. Book excerpt: A goal of agricultural policy in India has been to reduce farmers’ dependence on informal credit. To that end, recent initiatives have been focused explicitly on rural areas and have had a positive impact on the flow of agricultural credit. But despite the significance of these initiatives in enhancing the flow of institutional credit to agriculture, the links between institutional credit and net farm income and consumption expenditures in India are not very well documented. Using a large national farm household–level dataset and instrumental variables two-stage least squares estimation methods, we investigate the impact of institutional farm credit on farm income and farm household consumption expenditures. Our findings show that in India, formal credit is indeed playing a critical role in increasing both the net farm income and per capita monthly household expenditures of Indian farm families. We also find that, in the presence of formal credit, social safety net programs such as the Mahatma Gandhi National Rural Employment Guarantee Act (MGNREGA) may have unintended consequences. In particular, MGNREGA reduces both net farm income and per capita monthly household consumption expenditures. In contrast, in the presence of formal credit, the Public Distribution System may increase both net farm income and per capita monthly household consumption expenditures.
Book Synopsis The impact of Ethiopia’s Productive Safety Net Programme on the nutritional status of children: 2008–2012 by : Berhane, Guush
Download or read book The impact of Ethiopia’s Productive Safety Net Programme on the nutritional status of children: 2008–2012 written by Berhane, Guush and published by Intl Food Policy Res Inst. This book was released on 2017-02-03 with total page 36 pages. Available in PDF, EPUB and Kindle. Book excerpt: Ethiopia’s Productive Safety Net Programme (PSNP) is a large-scale social protection intervention aimed at improving food security and stabilizing asset levels. The PSNP contains a mix of public works employment and unconditional transfers. It is a well-targeted program; however, several years passed before payment levels reached the intended amounts. The PSNP has been successful in improving household food security. However, children’s nutritional status in the localities where the PSNP operates is poor, with 48 percent of children stunted in 2012. This leads to the question of whether the PSNP could improve child nutrition. In this paper, we examine the impact of the PSNP on children’s nutritional status over the period 2008–2012. Doing so requires paying particular attention to the targeting of the PSNP and how payment levels have evolved over time. Using inverse-probability-weighted regression-adjustment estimators, we find no evidence that the PSNP reduces either chronic undernutrition (height-for-age z-scores, stunting) or acute undernutrition (weight-for-height z-scores, wasting). While we cannot definitively identify the reason for this nonresult, we note that child diet quality is poor. We find no evidence that the PSNP improves child consumption of pulses, oils, fruits, vegetables, dairy products, or animal-source proteins. Most mothers have not had contact with health extension workers nor have they received information on good feeding practices. Water practices, as captured by the likelihood that mothers boil drinking water, are poor. These findings, along with work by other researchers, have informed revisions to the PSNP. Future research will assess whether these revisions have led to improvements in the diets and anthropometric status of preschool children in Ethiopia.
Book Synopsis The European Union–West Africa Economic Partnership Agreement by : Bouët, Antoine
Download or read book The European Union–West Africa Economic Partnership Agreement written by Bouët, Antoine and published by Intl Food Policy Res Inst. This book was released on 2017-02-28 with total page 80 pages. Available in PDF, EPUB and Kindle. Book excerpt: Despite recent modifications, the Economic Partnership Agreement (EPA) between the European Union (EU) and West African (WA) countries is still being criticized for its potential detrimental effects on WA countries. This paper provides updated evidence on the impact of the EPA on these countries. A dynamic multicountry, multisector computable general equilibrium trade model with modeling of the dual-dual economy and with a consistent tariff aggregator is used to simulate a series of new scenarios that include updated information on the agreement. We also go beyond estimating macrolevel economic effects to analyze the impacts on poverty. The policy simulation results show that the implementation of the EPA between the EU and WA countries would have marginal but positive impacts on Burkina Faso and Côte d’Ivoire and negative impacts on Benin, Ghana, Nigeria, Senegal, and Togo. The impact on poverty indicators in Ghana and Nigeria would be marginal. From the perspective of WA countries, this study supports the view that recent EU concessions are not sufficient and that domestic fiscal reforms are needed in WA countries themselves.
Book Synopsis The returns to empowerment in diversified rural household: Evidence from Niger by : Wouterse, Fleur Stephanie
Download or read book The returns to empowerment in diversified rural household: Evidence from Niger written by Wouterse, Fleur Stephanie and published by Intl Food Policy Res Inst. This book was released on 2017-02-23 with total page 32 pages. Available in PDF, EPUB and Kindle. Book excerpt: Niger is a landlocked Sahelian country, two-thirds of which is in the Sahara Desert. Although only one-eighth of the land considered arable, the overwhelming majority of Niger’s households is involved in rain-fed agriculture largely for subsistence. Given erratic rainfall and low soil fertility, most smallholders fail to produce enough food to meet household requirements. Income diversification is thus the norm among these rural households and different income-generating activities offer alternative pathways out of poverty for households as well as a mechanism for managing risk in an uncertain environment. Empowerment is likely to be an important factor affecting the ability of households to diversity their activity portfolio and may also affect activity-incomes and thereby household welfare. In this study, I use new household- and individual-level empowerment data from the Tahoua region of Niger and regression analysis to quantify the effects of a range of human capital measures including empowerment on the activity portfolio and activity incomes of rural households. My findings reveal that empowerment in particular plays an important role in enabling households to engage in mixed diversification strategy, which combines staple cropping with nonfarm activities and migration. This is a “last resort” strategy for households in lower landholding quintiles to ensure food security and complement an inadequate resource base. Controlling for activity choice, three empowerment indicators in particular—confidence, group membership, and tenure security—strongly and positively affect income from staple and cash cropping, which on average makes up about 90 percent of household income. In fact, empowerment is the only human capital variable that strongly and positively affects total household income, opening up interesting avenues for policy interventions aimed at augmenting a household’s noncognitive ability through, for example, leadership training or encouraging producer group membership—to increase incomes of the rural poor.
Book Synopsis Stimulating agricultural technology adoption: Lessons from fertilizer use among Ugandan potato farmers by : Nazziwa-Nviiri, Lydia
Download or read book Stimulating agricultural technology adoption: Lessons from fertilizer use among Ugandan potato farmers written by Nazziwa-Nviiri, Lydia and published by Intl Food Policy Res Inst. This book was released on 2017-02-17 with total page 36 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the context of a growing population in an already densely populated area, agricultural yields will need to increase without putting additional stress on the environment. The adoption of modern inputs by smallholders is an important ingredient of agricultural transformation. In this study we explore plot-level, household-level, and institutional-level characteristics associated with agricultural technology adoption behavior among smallholder farmers. The aim is to uncover correlations that can guide the design of policies and incentives that are likely to increase adoption. We explicitly differentiate between fixed costs that are likely to affect the decision to use the technology and variable costs that are more relevant for the decision regarding use intensity. In addition, we examine how the importance of each of these characteristics differs with asset status. To do so, we use data from about 1,880 potato plots cultivated by 500 randomly selected potato growers in southwestern Uganda. We first categorize households into poorly endowed and well-endowed asset classes based on their access to productive assets. We then estimate double-hurdle models for take-up and use intensity of fertilizer for each group. The results show that the factors associated with the decision to use fertilizer are often different from those associated with the decision about how much fertilizer to use and that the characteristics correlated with fertilizer adoption differ between asset-poor and asset-rich farmers. For instance, asset-poor female-headed households are less likely to use fertilizer, but if they do, they use more of it than male-headed households. Our results also suggest fertilizer packaging and distribution are important factors in fertilizer adoption decisions due to their impact on costs related to both indivisibilities and uncertainty about the quality. We derive a range of policy recommendations.
Book Synopsis Economic transformation in Africa from the bottom up: Evidence from Tanzania by : Diao, Xinshen
Download or read book Economic transformation in Africa from the bottom up: Evidence from Tanzania written by Diao, Xinshen and published by Intl Food Policy Res Inst. This book was released on 2017-02-03 with total page 41 pages. Available in PDF, EPUB and Kindle. Book excerpt: At roughly 4 percent per year, labor productivity in Tanzania has grown more rapidly over the past 14 years than at any other time in recent history. Employment growth has also been strong, keeping up with population growth at roughly 2.5 percent per year; the bulk of employment growth (90 percent) has been in the nonagricultural sector. However, the vast majority of this nonagricultural employment growth has occurred in informal sector. Using Tanzania’s first nationally representative survey of micro-, small-, and medium-sized enterprises, this paper shows that firms in the informal sector contributed roughly half a percentage point to economywide labor productivity growth in Tanzania between 2002 and 2012. However, virtually all of the labor productivity growth contributed by informal firms came from a small subset of firms called the “in-between firms.” This paper considers attributes of the in-between firms that could be used for targeting financial and business services to firms with the potential to grow. This paper finds two salient characteristics of in-between firms that might lend themselves to targeting—their owners are more likely to keep written accounts and more likely to keep their savings in formal bank accounts.
Book Synopsis How do agricultural development projects aim to empower women? Insights from an analysis of project strategies by : Johnson, Nancy L.
Download or read book How do agricultural development projects aim to empower women? Insights from an analysis of project strategies written by Johnson, Nancy L. and published by Intl Food Policy Res Inst. This book was released on 2017-02-23 with total page 36 pages. Available in PDF, EPUB and Kindle. Book excerpt: Increasing numbers of development agencies and individual projects espouse objectives of women’s empowerment, yet there has been little systematic work on mechanisms by which interventions can enhance women’s empowerment. This gap exists because of the lack of consensus on indicators as well as the lack of attention paid to measuring the effects of different types of interventions on empowerment. This paper identifies the types of strategies employed by 13 agricultural development projects within the International Food Policy Research Institute’s Gender, Agriculture, and Assets Project Phase 2 (GAAP2) that have explicit objectives of empowering women. We distinguish between reach, benefit, and empowerment as objectives of agricultural development projects. Simply including women does not necessarily benefit them, and even activities that benefit do not necessarily empower. To identify strategies to empower women, we build on the domains included in the Women’s Empowerment in Agriculture Index (WEAI) and are working with the GAAP2 portfolio of projects to develop an empowerment metric that is applicable in the project setting (a project-level WEAI, or pro-WEAI). We have identified the following potential domains to be included in pro-WEAI: input into production decision making, control over resources, control over income, leadership, time, physical mobility, intrahousehold relationships, individual empowerment, reduction in gender-based violence, and decision making on nutrition. The GAAP2 projects address these domains through a wide variety of activities that can be grouped into four main types: (1) direct and indirect provision of goods and services; (2) forming or strengthening groups, organizations, or platforms and networks that involve women; (3) strengthening knowledge and capacity through agricultural extension, business and finance training, nutrition behavior change communication, and other training; and (4) changing gender norms through one-way awareness raising or two-way community conversations about gender issues and their implications. In general, projects with activities in more activity areas target more domains of empowerment, and most projects target a core set of six empowerment domains. With the exception of intrahousehold relationships, which is always targeted by activities designed to influence gender norms, projects target domains with different types of activities or combinations of activities. This setup suggests that there may be no one-to-one link between a specific activity and empowerment benefits, and that implementation modalities will determine whether and how an activity contributes to women’s empowerment. The effectiveness of these project strategies will be assessed using both quantitative and qualitative methods throughout the GAAP2 research project.
Book Synopsis Improving household consumption and expenditure surveys’ food consumption metrics by : Fiedler, John L.
Download or read book Improving household consumption and expenditure surveys’ food consumption metrics written by Fiedler, John L. and published by Intl Food Policy Res Inst. This book was released on 2016-11-18 with total page 88 pages. Available in PDF, EPUB and Kindle. Book excerpt: As the nature of global malnutrition changes, there is a growing need and increasing urgency for more and better information about food consumption and dietary patterns. The past two decades have seen a dramatic increase in the number, availability, and analysis of the food consumption data collected in a variety of multipurpose household surveys, referred to collectively as household consumption and expenditure surveys (HCESs). These surveys are heterogeneous, and their quality varies substantially by country. Still, they share some common shortcomings in their measurement of food consumption, nutrient intakes, and nutrition status that undermine their relevance and reliability for purposes of designing and implementing food policies and programs. This review crafts a strategic approach to the unfinished global agenda of improving HCESs’ collection of food consumption data. Starting with the priority studies recommended by a 100-country HCES review (Smith, Dupriez, and Troubat 2014), it focuses on a strategic subset of those studies that deal most directly and exclusively with the measurement of food, and that are of fundamental importance to all HCES stakeholders in low- and middle-income countries. Drawing from the literature, this study provides a more detailed, more circumspect justification as to why these particular studies are needed, while identifying key hypotheses, explaining why these studies are of growing urgency, and demonstrating why now is a propitious time for undertaking them. The review also identifies important study design considerations while pointing out potential challenges to successful implementation stemming from technical capacity, economic, administrative, and political considerations. Six key studies are rank ordered from a global perspective as follows, taking into account (1) the likely shared consensus that a topic is an important source of measurement error in estimating consumption; (2) the perceived urgency of the need for addressing a particular source of measurement error; (3) the perceived likelihood of success—that is, that the efforts will improve the accuracy of measurement; (4) whether or not the study entails modifying the questionnaire; (5) the ease with which a study may begin; and (6) the extent to which the study is independent of necessary negotiations with existing HCES stakeholders because of the types of changes it is likely to entail (in either the questionnaire or the way the data have traditionally been processed).
Book Synopsis Perspectives on the role of the state in economic development: Taking stock of the “Developmental State” after 35 years by : Kyle, Jordan
Download or read book Perspectives on the role of the state in economic development: Taking stock of the “Developmental State” after 35 years written by Kyle, Jordan and published by Intl Food Policy Res Inst. This book was released on 2017-01-13 with total page 82 pages. Available in PDF, EPUB and Kindle. Book excerpt: This review evaluates the role of the state in development, offering a new framework for understanding what capabilities states need to overcome different types of market failures. This framework is employed to understand the successes and failures of state-led development in Malaysia. The review addresses three key questions. First, what do we know about developmental states and why they emerged? Second, what have developmental states achieved? In answering this question, I look not only at growth but also at structural transformation, economic “upgrading,” equity, and human capability enhancement. In contrast to the idea of a single “East Asian model” of development, I find five distinct development trajectories. Third, how did developmental states utilize state structures to pursue development? To answer this final question, I examine in depth the history of state-led development in Malaysia—including agricultural, industrial, and social policies. This case study sheds light on what specific institutional and political capacities helped Malaysia to improve productivity in agriculture, expand the manufacturing sector, and reduce inequality. It also explores why Malaysia has been less successful in developing linkages with the export-based manufacturing sector.
Book Synopsis He says, she says: Exploring patterns of spousal agreement in Bangladesh by : Ambler, Kate
Download or read book He says, she says: Exploring patterns of spousal agreement in Bangladesh written by Ambler, Kate and published by Intl Food Policy Res Inst. This book was released on 2017-03-09 with total page 36 pages. Available in PDF, EPUB and Kindle. Book excerpt: Participation in household decisions and control over assets are often used as indicators of bargaining power. Yet spouses do not necessarily provide the same answers to questions about these topics. We examine differences in spouses’ answers to questions regarding who participates in decisions about household activities, who owns assets, and who decides to purchase assets. Disagreement is substantial and systematic, with women more likely to report joint ownership or decision making and men more likely to report sole male ownership or decision making. Analysis of correlations between agreement and women’s well-being finds that agreement on joint decision making/ownership is generally positively associated with beneficial outcomes for women compared with agreement on sole male decision making/ownership. Cases of disagreement where women recognize their involvement but men do not are also positively associated with good outcomes for women, but often to a lesser extent than when men agree that women are involved.
Book Synopsis Cities and rural transformation: A spatial analysis of rural youth livelihoods in Ghana by : Diao, Xinshen
Download or read book Cities and rural transformation: A spatial analysis of rural youth livelihoods in Ghana written by Diao, Xinshen and published by Intl Food Policy Res Inst. This book was released on 2017-01-27 with total page 40 pages. Available in PDF, EPUB and Kindle. Book excerpt: Urbanization has had a major impact on livelihoods in Ghana and throughout Africa as a whole. However, much research on urbanization has focused on effects occurring within cities, while there is insufficient understanding of its effects on rural areas. This paper examines the impact of urbanization—through a typology of districts—on rural livelihoods in Ghana. The country’s districts are classified into seven spatial groups according to the size of the largest city in each district in southern and northern Ghana. The paper does not address rural–urban migration but instead focuses on the livelihoods of rural households. In contrast to the extensive literature focusing on the effects of urbanization on individuals, we assess its impacts on individual rural households as a whole, with a particular focus on youth-headed households. Many rural households have shifted their primary employment from agriculture to nonagriculture, especially in the more urbanized South. In contrast, change in livelihood diversification within rural households with family members’ primary employment in both agriculture and nonagriculture appears much less rapid. Rural youth-headed households are significantly more associated with the transition away from agriculture than households headed by other adults, and such trends are stronger in locations closer to larger cities, particularly in the South. Although the nonagricultural economy is becoming increasingly important for rural households, contrary to expectations, the probit model analysis in this paper shows that agricultural production does not appear to be more intensified—in terms of modern input use—in the more urbanized South, and youth do not show greater agricultural technology adoption than other adults, indicating that the constraints against modern input adoption may be binding for all farmers, including youth and farmers in more urbanized locations. We also find that rural poverty rates are consistently lower among nonagricultural households, and the share of middle-class population is also disproportionally higher among rural nonagricultural households than agricultural households. While the probit analysis confirms the positive relationship between being a nonagricultural household and being nonpoor or becoming middle class after controlling for all other factors, education seems to play the biggest role. As rural youth become more educated and more households shift from agriculture to the rural nonfarm economy, a different range of technologies for agricultural intensification is necessary for agriculture to be attractive for youth. A territorial approach and related policies that integrate secondary cities and small towns with the rural economy deserve more attention such that the diversification of rural livelihoods can become a viable alternative or complement to rural–urban migration for youth.
