Education
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In China, education gaps exist not only between rural and urban students, but also within the population of rural students. Evidence points to poor reading skills development as one possible factor in this gap. If reading skills are moderating variations in academic performance among rural students, what factors in the home and school environment lead some students to develop strong reading skills? Using data from 1870 primary school students in rural China, the results show considerable variation in student reading skills. The home environment is strongly linked to reading skills, whereas school factors are not positively associated with reading skills. These findings suggest that policies and programs to support student reading skills are needed in rural China.

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International Journal of Educational Research
Authors
Huan Wang
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In China, parents have a choice to either send their children to private migrant schools in urban areas or to keep them in their own county. It is unclear whether the academic differences of students in rural schools and those in private migrant schools is due to the quality of schools, the quality of students/peers, or the ways that peer effects interact with the quality of the school. Using survey data from students with rural residency who attended either migrant schools or rural public schools, we measure how differences in the quality of the types of schools and how the effect of peers differs in high- versus low-quality schools. An instrumental variable approach is used to identify the causality of a student’s peers on his or her academic outcomes and within the context of each of the school venues. The gap in student academic performance is explained by the differences in each student’s peers as and in how peers interact in the schooling environments. The analysis also demonstrates that there is a significant interaction effect between one’s peers and the quality of a student’s school environment. We found that school quality has a complementary effect with peers on student academic performance.

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The Journal of Development Studies
Authors
Scott Rozelle
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BACKGROUND: Although the Chinese education system has seen massive improvements over the past few decades, there are still large academic achievement gaps between rural and urban areas that threaten China’s long-term development. In addition, recent literature underscores the importance of early childhood development (ECD) in later-life human capital development.

OBJECTIVES: We analyze the life cycle of cognitive development and learning outcomes in rural Chinese children by first exploring whether ECD outcomes affect cognition levels, then determining whether cognitive delays persist as children grow, and finally examining connections between cognition and education outcomes.

METHODS: We combine data from four recent studies that examine different age groups (0–3, 4–5, 10–11, 13–14) to track cognitive outcomes.

RESULTS: First, we find that ECD outcomes for children in rural China are poor, with almost one in two children who are cognitively delayed. Second, we find that these cognitive delays seem to persist into middle school, with almost 37% of rural junior high school students who are cognitively delayed. Finally, we show that cognition has a close relationship to academic achievement.

CONCLUSION: Our results suggest that urban–rural gaps in academic achievement originate at least in part from differences in ECD outcomes.

CONTRIBUTIONS: Although many papers have analyzed ECD, human capital, and inequality separately, this is the first paper to explicitly connect and combine these topics to analyze the life cycle of cognitive development in the context of rural China.

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Demographic Research
Authors
Sean Sylvia
Scott Rozelle
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In the preschool period, interactions between teachers and children are an essential input for healthy development. However, it is not well understood how the qualifications of preschool teachers contribute to child development during the preschool period, and previous international studies have returned mixed results. We drew on data from a longitudinal study of 1031 preschool children age 49–65 months in rural China to examine the associations between teacher qualifications and the development of preschool children. The findings showed that 36% of preschool children in the sample are developmentally delayed.Overall, teacher qualifications (education level, specialization in early childhood education, professional ranking, experience and training) were significantly associated with preschool-age child developmental outcomes. Teacher professional ranking and educational attainment were positively and significantly correlated with two measures of child language development, but a degree specialized in early child-hood education was negatively related to vocabulary acquisition. No significant correlations were found between teacher experience or teacher training and child developmental outcomes. The study concludes that policymakers should encourage highly educated and professionally ranked teachers to serve in rural preschools in order to improve the development of preschool children.

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Early Childhood Research Quarterly
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This paper seeks to understand the learning outcomes that prevail across key subpopulations in China today. Data from a nationally representative survey show that rural youth are two years behind urban children in math and Chinese. Non-Han minorities, children in poorer counties, and children with less-educated parents are the most vulnerable.

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Asian Survey
Authors
Scott Rozelle
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Anemia in children impairs physical growth and cognitive development, reducing their overall human capital accumulation. While much research has been conducted on anemia prevalence in the primarily poor and rural western provinces in China, little is known about anemia in the more developed provinces of central China. The overall goal of this study is to assess the extent of anemia in central China and determine the effect of anemia on the academic performance of students. Using data collected from fourth grade students in 25 primary schools, we find that 16–27% of sample children are anemic. Female students and students with mothers who have not migrated for work are more likely to be anemic. Importantly, using both regression analysis and matching methods, we find that students with anemia (and those with low hemoglobin levels) are more likely to perform poorly on standardized mathematics exams. These findings suggest that, over the long term, untreated anemia will perpetuate poverty by restricting the human capital development of affected children.

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China Economic Review
Authors
Scott Rozelle
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EdTech,  which  includes  computer  assisted  learning  (CAL),  online  education,  and  remote instruction,  was  expanding  rapidly  even  before  the  current  full-scale  substitution  for  in-person learning  at  all  levels  of  education  around  the  world  because  of  COVID-19.  Studies  of  CAL interventions  often  find  positive  effects,  however,  these “CAL  programs”  often  include  non-technology based inputs such as more time on learning and instructional support by facilitators in addition to technology-based components. In this paper, we discuss the possible channels by which CAL programs affect academic outcomes among schoolchildren. We isolate the technology-based effects  of  CAL  from  the  total  program  effects  by  designing  a  novel  multi-treatment  field experiment with more than four thousand schoolchildren in rural China. For the full sample, we find null effects for both the total CAL program and the technology-based effects of CAL (which are measured relative to a traditional pencil-and-paper learning treatment) on math test scores. For boys, however, we find a positive and statistically significant effect of the CAL program, but  do not find evidence of a positive effect for the technology-based effect of CAL. When focusing on grades, we find evidence of positive CAL program effects but find null effects when we isolate the technology-based effects of CAL. Our empirical results suggest that the “Tech” in EdTech may have  relatively  small  additional  effects  on  academic  outcomes  and  yet  that  tech  programs  can substitute at least to a certain extent for traditional learning.

Journal Publisher
Economic Development and Cultural Change
Authors
Yue Ma
Prashant Loyalka
Scott Rozelle
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There is limited evidence on the degree to which differences in implementation among institutions matter for program effectiveness. To examine this question, we conducted an experiment in rural China in which public schools were randomly assigned to one of three treatments: a computer-assisted learning program (CAL) implemented by a government agency, the same program implemented by an NGO, and a pure control. Results show that compared to the pure control condition and unlike the NGO program, the government program did not improve student achievement. Analyzing impacts along the causal chain, we find that government officials were more likely to substitute CAL for regular instruction (contrary to protocol) and less likely to directly monitor program progress. Correlational analyses suggest that these differences in program implementation were responsible for the lack of impacts.

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Journal of Development Economics
Authors
Scott Rozelle
Prashant Loyalka
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We present the results of a cluster-randomized controlled trial that evaluates the effects of a free, center-based parenting intervention on early cognitive development and parenting practices in 100 rural villages in China. We then compare these effects to a home-based intervention conducted in the same region, using the same parenting curriculum and public service system. We find that the center-based intervention significantly improved children’s cognitive skills by 0.11 standard deviations, accompanied by increases in the material investments, time investments, and parenting skills of caregivers. The average impact of the center-based intervention, however, was approximately half that of the home-visiting intervention. Analysis of the possible mechanisms suggests that the difference in effects was driven primarily by different patterns of compliance. Although children with lower levels of initial skills at baseline benefited the most from the center-based intervention, they were less likely to participate in the program.

Keywords: Center-based parenting intervention; home-based parenting intervention; early cognitive development; randomized controlled trial; program participation

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Working Papers
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Authors
Sean Sylvia
Alexis Medina
Scott Rozelle
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Providing vision care to students in rural areas may serve the purpose of poverty alleviation by improving education and health. This study aims to provide a comprehensive review of myopia studies among rural students in China and offer policy recommendations for the national myopia prevention and control plan under “Targeted poverty alleviation through education”. The results show that in rural China, 25% of primary school students and 50% of lower secondary school students are myopic. Moreover, more than 70% of rural myopic students suffer from uncorrected vision, which negatively affects student academic performance and mental health. Correcting myopia also has a significant positive impact on student academic achievement. Studies show that vision screening is an effective way to identify myopia among rural students. Providing subsidies for the families of myopic students to obtain eyeglasses, and providing incentives to teachers, can significantly improve the uptake and usage rates of eyeglasses. A county hospital-based vision center may be an effective platform for reducing children's visual impairment in rural China.

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Journal of East China Normal University
Authors
Huan Wang
Scott Rozelle
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