Yamauchi, Futoshi

Agriculture and Rural Development Unit, Development Research Group, The World Bank
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Fields of Specialization
Agriculture and food security; economics of education; education, skills development, and the labor market
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Agriculture and Rural Development Unit, Development Research Group, The World Bank
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Last updated: January 31, 2023
Futoshi Yamauchi is Senior Economist at the Agriculture and Rural Development unit of Development Research Group. His specializations include human capital formation, the labor market, agriculture, rural development, social learning, and governance issues in developing countries. He has extensive field experience in Indonesia, Kenya, Malawi, Philippines, Papua New Guinea, South Africa, Thailand, and Zambia. Recently, Futoshi has conducted analytical works to support the education sector in the Philippines and Papua New Guinea. His papers were published in major journals such as Journal of Development Economics, Economic Development and Cultural Change, Journal of Development Studies, World Development, Demography, Economics of Education Review, and others. Prior to the Bank, Futoshi was a research fellow at the International Food Policy Research Institute, and has taught at the National Graduate Institute for Policy Studies, Yokohama National University, and Kyoto University. Born in Japan, Futoshi received his B.A. in law and M.A. in economics from Hitotsubashi University, Tokyo, and his Ph.D. in economics from the University of Pennsylvania.
Citations 21 Scopus

Publication Search Results

Now showing 1 - 10 of 21
  • Publication
    Reflections of Employers' Gender Preferences in Job Ads in India: An Analysis of Online Job Portal Data
    (World Bank, Washington, DC, 2018-03) Chowdhury, Afra R.; Areias, Ana C.; Imaizumi, Saori; Nomura, Shinsaku; Yamauchi, Futoshi
    Using online job portal data and probabilistic regression estimations, the paper investigates the explicit gender bias and salary gap in the Indian job market, reflected in more than 800,000 job recruitment advertisements. Exploring formal and informal sector occupations, the study finds high existence of employers' gender bias in hiring. Explicit gender preferences are highly job specific, and it is common to mention the preferred gender in job ads, which, in general, favor men over women. Although ads for professional occupations exhibit less explicit gender bias, they are not gender neutral. In all types of professional jobs, irrespective of the share of ads with preference for men or women, on average, ads targeting men specify/offer much higher salary. Employers in elementary sectors as well as blue-collar jobs express more segregated gender preference. The findings support the existing research that argues women are more preferred in low-quality, low-status, typically low-paid informal jobs. Targeting women for low-quality jobs explains half of the mean offered salary gap specified in ads; the rest is direct gender bias. The paper also suggests that, with the rise of new technology and sectors, gender bias in hiring in those new types of jobs is expected to decline.
  • Publication
    Asymmetric Information on Noncognitive Skills in the Indian Labor Market: An Experiment in Online Job Portal
    (World Bank, Washington, DC, 2018-03) Imaizumi, Saori; Yamauchi, Futoshi; Areias, Ana; Nomura, Shinsaku; Chowdhury, Afra
    This paper examines the impact of noncognitive (socio-emotional) skills on job market outcomes, using a randomized control trial implemented in an online job portal in India. Job seekers who registered in the portal were asked to take a Big-Five type personality test and, for a random subsample of the test takers, the results were displayed to potential employers. The outcomes are measured by whether a potential employer shortlisted a job seeker by opening (unlocking) his/her application and background information. The results show that the treatment group for whom test results were shown generally enjoyed a higher probability of unlock. That is, employers are more interested in those for whom they can see personality test results. Such a relationship was not seen in the pre-test period, which confirms that the results are unlikely to be spurious. The study also finds a significant impact among organized, calm, imaginative, and/or quiet applicants (no effect is detected among easy-going, sensitive, realistic, and/or outgoing applicants), which seems to display employers' preference.
  • Publication
    Enhancing School Quality in Vietnam through Participative and Collaborative Learning
    (World Bank, Washington, DC, 2017-08-15) Parandekar, Suhas D.; Yamauchi, Futoshi; Ragatz, Andrew B.; Sedmik, Elisabeth K.; Sawamoto, Akiko
    The Vietnam Escuela Nueva (VNEN) program incorporates and integrates several innovative and globally recognized practices including: (a) Participative and collaborative learning; (b) Self-paced learning guides; (c) Student government; (d) Formative assessment; (e) Application or real-life oriented learning, with community integration; and (f) Teacher professional networks. The combination of these elements is intended to spur a transformative and powerful learning experience that produces the kinds of new skills and competencies expected of children in the 21st century. This report presents the findings and conclusions of an Impact Evaluation (IE) study of the VNEN program. The study compares the experience of students and school communities from VNEN schools with the experience from a randomly selected comparators group of traditional schools. The cohort comparison of children from third grade to fifth grade shows that the VNEN program positively impacted both non-cognitive and cognitive skills of the students.
  • Publication
    Toward Labor Market Policy 2.0: The Potential for Using Online Job-Portal Big Data to Inform Labor Market Policies in India
    (World Bank, Washington, DC, 2017-02) Imaizumi, Saori; Nomura, Shinsaku; Areias, Ana Carolina; Yamauchi, Futoshi
    Economists and other social scientists are increasingly using big data analytics to address longstanding economic questions and complement existing information sources. Big data produced by online platforms can yield a wealth of diverse, highly granular, multidimensional information with a variety of potential applications. This paper examines how online job-portal data can be used as a basis for policy-relevant research in the fields of labor economics and workforce skills development, through an empirical analysis of information generated by Babajob, an online Indian job portal. The analysis highlights five key areas where online job-portal data can contribute to the development of labor market policies and analytical knowledge: (i) labor market monitoring and analysis; (ii) assessing demand for workforce skills; (iii) observing job-search behavior and improving skills matching; (iv) predictive analysis of skills demand; and (v) experimental studies. The unique nature of the data produced by online job-search portals allows for the application of diverse analytical methodologies, including descriptive data analysis, time-series analysis, text analysis, predictive analysis, and transactional data analysis. This paper is intended to contribute to the academic literature and the development of public policies. It contributes to the literature on labor economics through application of big data analytics to real-world data. The analysis also provides a unique case study on labor market data analytics in a developing-country context in South Asia. Finally, the report examines the potential for using big data to improve the design and implementation of labor market policies and promote demand-driven skills development.
  • Publication
    Long-term Impacts of Global Food Crisis on Production Decisions: Evidence from Farm Investments in Indonesia
    (Taylor and Francis, 2016-05-12) Nose, Manabu; Yamauchi, Futoshi
    This paper estimates farmers’ investment response to food price spikes using household panel data collected before and after the 2007/08 food price crisis in Indonesia. We found that an increase in farmers’ terms-of-trade allowed relatively large crop-producing farmers to increase their investments at both extensive and intensive margins. Food price spikes had a significant income effect among farmers whose production surplus is large for market sales. During the food price crisis, large farmers particularly increased machine investments, which saved some labour inputs, pointing to the importance of complementarities between land and machine investments.
  • Publication
    Long-Term Impacts of an Unanticipated Risk Event: The 2007/08 Food Price Crisis and Child Growth in Indonesia
    (World Bank, Washington, DC, 2016-04) Yamauchi, Futoshi; Larson, Donald F.
    Unanticipated spikes in food prices can increase malnutrition among the poor, with lasting consequences; however, livelihood strategies that include producing food for home consumption are expected to offer a measure of protection. Using anthropometric and consumption data from Indonesia collected before and after the 2007/08 food price crisis, this paper finds evidence of both effects. Based on standardized height and weight measures, the results indicate that soaring food prices had a significant and negative impact on child growth among non-farming households. A corresponding effect was undetectable for food-producing households. The results remain robust when income effects from increased commercial sales and possible attritions through migration and fostering are considered. Further, local food price changes were uncorrelated with the share of non-farming village households and the initial average child nutrition status in the village, suggesting that the observed outcomes are directly attributable to market events and livelihood strategies. Interestingly, gender differences were not detected. The findings imply that the food price crises can have negative impacts on children, potentially leading to lifelong income inequality among those affected at a vulnerable stage of life.
  • Publication
    The Effects of Improved Roads on Wages and Employment Evidence from Rural Labor Markets in Indonesia
    (Taylor and Francis, 2016-03-30) Yamauchi, Futoshi
    This paper examines the impact of road quality on labour supply and wages using household panel data from rural Indonesia. The analysis uses fixed-effect instrumental variable estimation by first differencing two-round panel data. First, road projects are found to increase the transportation speed. Second, the empirical results from intra-village variations of household endowments and labour-market behaviour show that an increase in transportation speed raised wages in both non-agricultural and agricultural employment, and was associated with a decline in working time in agricultural employment, for the households whose members are relatively educated. The findings support potential complementarity between road quality and education, implying that the government’s public investments in roads and education should be coordinated to capture cross-augmenting positive impacts in the long run.
  • Publication
    Wage Growth, Landholding, and Mechanization in Chinese Agriculture
    (World Bank Group, Washington, DC, 2014-12) Wang, Xiaobing; Yamauchi, Futoshi; Otsuka, Keijiro; Huang, Jikun
    This paper uses farm panel data from China to examine the dynamics of land transactions, machine investments, and the demand for machine services. Recently, China's agriculture has experienced a large expansion of machine rentals and machine services provided by specialized agents, which has contributed to mechanization of agricultural production. The empirical results show that an increase in nonagricultural wage rates leads to expansion of self-cultivated land size. A rise in the proportion of nonagricultural income or the migration rate also increases the size of self-cultivated land. Interestingly, however, relatively educated farm households decrease the size of self-cultivated land, which suggests that relatively less educated farmers tend to specialize in farming. The demand for machine services has also increased if agricultural wage and migration rate increased over time, especially among relatively large farms. The results on crop income support the complementarity between rented-in land and machine services (demanded), which implies that scale economies are arising in Chinese agriculture with mechanization and active land rental markets.
  • Publication
    Roads, Labor Markets, and Human Capital : Evidence from Rural Indonesia
    (World Bank Group, Washington, DC, 2014-12) Yamauchi, Futoshi
    This paper uses household panel data from rural Indonesia to examine the impact of road quality on labor supply and wages. First, road projects are found to increase transportation speed. Second, the empirical results from intra-village variations of household endowments and labor market behavior show that an increase in transportation speed raised wages in nonagricultural and agricultural employment, and was associated with a decline in working time in agricultural employment, for households whose members are relatively educated. The findings support potential complementarity between road quality and education.
  • Publication
    An Alternative Estimate of School-Based Management Impacts on Students’ Achievements : Evidence from the Philippines
    (Taylor and Francis, 2014-04-14) Yamauchi, Futoshi
    This paper aims to estimate the impact of school-based management (SBM) on students’ test scores in the Philippines. Estimation results using double differencing (DD) combined with propensity score matching show that SBM increased the average national achievement test score by 4.2 points over three years. The increase in mathematics was 5.7 points. The triple differencing procedure using the pre-intervention period as the baseline provides even larger impact estimates: 8.6 and 11.4 points for average and mathematics scores, respectively. These impacts are larger than the estimate previously reported from the Philippines, probably due to the fact that the sample schools had learned about SBM implementation from experiences accumulated in other provinces that introduced SBM earlier. The empirical results also show that schools with experienced principals and teachers are eager to introduce SBM.