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In rural China, there is an urgent need for investment and innovative approaches for addressing adolescent mental health issues. This embedded mixed-methods study examines the effectiveness of a social-emotional learning (SEL) program in rural primary schools across China and the factors affecting compliance among teachers delivering the program. Pre- and post-intervention surveys assessed its effect on 2027 students in 49 schools, and 38 teachers were interviewed during the intervention. Results show that SEL courses improved student mental health. Some teachers reported increased workload and lack of support, while others noted the importance of mental health education and positive student outcomes. Performance incentives and the positive perceptions of SEL among teachers were crucial for effective delivery, though workload and lack of support often limited commitment. Overall, enhancing rural students' well-being through SEL programs requires raising awareness for SEL among teachers and building institutional support.

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Teaching and Teacher Education
Authors
Tianli Feng
Huan Wang
Hanwen Zhang
Scott Rozelle
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Purpose
While peer effects in education have been extensively studied in developed countries, there has been limited investigation of how physical proximity shapes academic achievement in rural educational settings. This study examines peer effects among primary school students in rural China and investigates whether these effects operate differently across student ability levels through distinct mechanisms.

Design/methodology/approach
Data from 2,956 primary school students across rural counties in Shaanxi Province, China, were analyzed. We employ an instrumental variable approach using physical distance between students in classroom seating arrangements to address endogeneity in peer group formation. Study group formation is measured through student-reported study partnerships, while academic performance is assessed using standardized mathematics test scores.

Findings
Study groups significantly enhance student achievement, with heterogeneous effects across ability levels. Middle tercile students show the strongest peer effects (0.318 standard deviations), compared to bottom tercile students (0.241 standard deviations). Mechanism analysis reveals that peer effects operate primarily through improved intrinsic motivation, enhanced self-concept, and reduced academic anxiety among middle-performing students, while effects for bottom tercile students operate through alternative pathways not captured in our measures.

Research limitations/implications
Our findings inform cost-efficient policy interventions in both educational institutions and corporate environments. The evidence indicates that optimizing spatial proximity in peer networks represents an efficient policy instrument for human capital accumulation, particularly valuable in resource-constrained settings, as it leverages existing human capital without substantial additional inputs.

Originality/value
This study provides the first evidence of peer effects using classroom seating arrangements as an identification strategy in a developing country/rural community context. The paper demonstrates that optimizing peer proximity represents a cost-efficient policy instrument for human capital development in resource-constrained rural areas, offering important implications for educational policy in agricultural communities where traditional educational resources are limited.

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China Agricultural Economic Review
Authors
Scott Rozelle
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Caregivers' ability to access, engage with, and critically evaluate digital information on parenting practices (henceforth, “e-parenting literacy”) is emerging as an increasingly important determinant of early childhood development (ECD) outcomes. Therefore, the current study provides empirical evidence of the role of e-parenting literacy for ECD outcomes of 6- to 24-month-olds (N = 564) in rural households in a coastal province in East-China. The study focuses on the role of e-parenting literacy of the two most common types of primary caregivers (i.e., persons in charge of the daily care) of young children in the study region: mother and grandmother caregivers. Empirical results show that 76% of the primary caregivers (N = 429) are mothers, the remaining 135 primary caregivers are grandmothers. Overall, e-parenting literacy is found to be positively and significantly associated with children's early cognitive development outcomes. Furthermore, a heterogeneity analysis shows that e-parenting literacy is positively and significantly associated with children's early cognitive and language outcomes when the primary caregiver is a grandmother, but not when the primary caregiver is a mother. This may reflect greater heterogeneity in grandmothers' digital device use and e-parenting literacy, while most mothers already possess adequate e-parenting skills. Additionally, older children (i.e., 16- to 24-month-olds), who may require more advanced parenting skills than their slightly younger peers, are also found to benefit more from gains in e-parenting literacy. This research highlights how digital inclusion can help to bridge gaps in caregiving practices and developmental opportunities of young children growing up in developing settings.

Journal Publisher
International Journal of Social Welfare
Authors
Yun Shen
Scott Rozelle
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Authors Ruixue Jia and Hongbin Li join podcast host Peter Lorentzen to discuss their new book, The Highest Exam: How the Gaokao Shapes China. The book offers a detailed, research-driven look at the gaokao — China's high-stakes college entrance exam that determines university placement for millions of students each year.

Peter Lorentzen, a former SCCEI Visiting Scholar and economics professor at the University of San Francisco, hosts the New Books Network podcast. In this episode, he speaks with Jia and Li about their findings and what the gaokao reveals about education, opportunity, and society in China

Listen on online or download on Spotify. 

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Cropped cover of The Highest Exam book
Books

The Highest Exam: How the Gaokao Shapes China

Combining personal narratives with decades of research, a vivid account of how the gaokao—China’s high-stakes college admissions test—shapes that society and influences education debates in the United States.
The Highest Exam: How the Gaokao Shapes China
Illustration of a woman reading on a couch with a Christmas tree behind her.
News

The Economists Lists "The Highest Exam" as One of the Best Books of 2025

On November 20, 2025 The Economist published their list of the best books of 2025 and included Hongbin Li's new book, "The Highest Exam: How the Gaokao Shapes China" in the line-up.
The Economists Lists "The Highest Exam" as One of the Best Books of 2025
Yiqing Xu and Hongbin Li sit on a stage during a SCCEI event.
News

China's Test-based Education System is a Mirror of Society

Hongbin Li and Ruixue Jia joined Yiqing Xu for a fireside chat on their newly published book, "The Highest Exam: How the Gaokao Shapes China." Watch the recording and see event highlights.
China's Test-based Education System is a Mirror of Society
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Authors Hongbin Li and Ruixue Jia sit down with podcast host Peter Lorentzen to discuss their new book The Highest Exam on the New Books Network Podcast.

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Background: High rates of iron-deficiency anemia among school-age children have been a common issue in developing countries. In 2012, China rolled out a school feeding program (SFP) to address this issue. This study assesses changes in anemia rates, as well as potential factors driving these changes, both 3 and 10 years after the SFP was implemented.

Methods: Data were from two cross-sectional surveys (n = 1510) in northwestern China. T-tests were used to compare the differences in health outcomes of students and their dietary diversity across the different sample years. Regressions were used to examine the associations between health outcomes and dietary diversity.

Results: After the SFP was launched, hemoglobin levels of students improved from 126 to 131 g/L between 2015 and 2022/2023; the rates of anemia and stunting decreased from 17% to 6% and 9% to 1%, respectively. A rise in student dietary diversity and an increase in the share of students that consumed iron-rich foods are two main contributing factors.

Implications for School Health Policy, Practice, and Equity: Increase in funding allotted to the SFP over time appears to be a key element in improving the health and nutrition of rural students.

Conclusions: SFP in rural China exemplifies the concrete advantages in improving the health and potential educational outcomes of students.

Journal Publisher
Journal of School Health
Authors
Huan Wang
Scott Rozelle
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The connections between bullying and student well-being in rural areas are not well understood, particularly among younger, more vulnerable students. This study aims to explore the relationship between bullying experiences and the academic performance and mental health of primary and junior high school students in rural China. The sample comprised 1609 students from 30 schools (20 primary schools and 10 junior high schools) in Gansu province. A self-report questionnaire was used to collect data on students’ demographics, bullying experiences, mental health, and social support. Additionally, a 30-minute standardized math test was administered to assess academic performance. Results indicated that bullying was prevalent in rural settings, with 42.64% of students reporting being bullied and 12.74% experiencing it weekly. A significant correlation was found between bullying experiences and both lower academic performance and higher risk of mental health problems, such as depression and anxiety. These correlations became more pronounced with increased frequency of bullying incidents. We also found that female students and younger students who were bullied were more likely to report mental health issues. Furthermore, social support could diminish, but not entirely counteract, the adverse associations between bullying and mental health. These findings highlight the prevalence of bullying among rural students in this age group and demonstrate the associated negative outcomes for their mental health and academic performance. They also emphasize the need for targeted attention and the development of intervention programs, including enhanced school-based anti-bullying initiatives and improved social support systems.

Journal Publisher
Humanities and Social Sciences Communications
Authors
Scott Rozelle
Huan Wang
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Background: Poor mental health affects caregivers' parenting practices and threatens the early development of children under 2 years old. This study examined the correlations between caregivers' mental health and parenting practices among 5- to 24-month-old children in rural China.

Methods: Data were collected in two cohorts (October 2022 and March 2023) from 948 households randomly sampled from 120 villages. Dependent variable: parenting practices measured by the Family Care Indicators (FCI). Independent variables: caregiver mental health (DASS-21), perceived social support (MSPSS) and socioeconomic status (SES; household asset index, caregiver education). Models adjusted for child age, child sex, caregiver age and household size, with standard errors clustered at the village level.

Results: Although caregivers provided more play materials for their children compared to previous research, the variety of play materials did not improve. Depressive symptoms among caregivers were associated with inadequate parenting practices, particularly with providing a lower variety of play materials. Both lower SES and more severe caregiver depressive symptoms were linked to less stimulating parenting, whereas higher perceived social support was associated with more stimulating practices and partially attenuated these SES- and mental health–related disparities.

Conclusion: Although rural Chinese caregivers now supply more play materials, limited diversity and widespread caregiver mental health risks persist. Strengthening caregiver mental health and social support could enrich home stimulation and improve early childhood development.

Journal Publisher
Child: care, health and development
Authors
Hanwen Zhang
Scott Rozelle
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News
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The Economist included SCCEI Co-Director Hongbin Li's new book in their lineup of the best books of 2025. Here's what they had to say:

"The Highest Exam: How the Gaokao Shapes China. By Ruixue Jia and Hongbin Li with Claire Cousineau. 

The gaokao—China’s university entrance exam—shapes much of the country’s society, from pay to politics. Read this thoughtful book to learn how the test is the first of many tournaments in which the Chinese have to compete over the course of their lives."

See the full list: https://www.economist.com/culture/2025/11/20/the-best-books-of-2025 

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A girl in China sits at a classroom desk taking a test.
News

Hongbin Li Contributes to the WSJ and Previews New Book "The Highest Exam"

Co-authors Hongbin Li and Ruixue Jia write for the WSJ, "The Test That Rules Chinese Society: The gaokao is China’s college entrance exam, but it shapes the country and its people far beyond the classroom."
Hongbin Li Contributes to the WSJ and Previews New Book "The Highest Exam"
Yiqing Xu and Hongbin Li sit on a stage during a SCCEI event.
News

China's Test-based Education System is a Mirror of Society

Hongbin Li and Ruixue Jia joined Yiqing Xu for a fireside chat on their newly published book, "The Highest Exam: How the Gaokao Shapes China." Watch the recording and see event highlights.
China's Test-based Education System is a Mirror of Society
Hundreds of students sit at desks in rows taking an exam.
Q&As

Understanding China’s Gaokao Exam

Authors Hongbin Li and Ruixue Jia break down their new book, "The Highest Exam: How the Gaokao Shapes China", in an interview with Harvard University Press.
Understanding China’s Gaokao Exam
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Illustration of a woman reading on a couch with a Christmas tree behind her.
Illustration: Tatyana Alanis
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On November 20, 2025 The Economist published their list of the best books of 2025 and included Hongbin Li's new book, "The Highest Exam: How the Gaokao Shapes China" in the line-up.

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Book cover "The Hghest Exam"

Each year, more than ten million students across China pin their hopes on the gaokao, the nationwide college entrance exam. Unlike in the United States, where standardized tests are just one factor, in China college admission is determined entirely by gaokao performance. It is no wonder the test has become a national obsession.

Drawing on extensive surveys, historical research, and economic analysis, and informed by Ruixue Jia and Hongbin Li’s own experiences of the gaokao gauntlet, The Highest Exam reveals how China’s education system functions as a centralized tournament. It explains why preparation for the gaokao begins even before first grade—and why, given its importance for upward mobility, Chinese families are behaving rationally when they devote immense quantities of money and effort to acing the test. It shows how the exam system serves the needs of the Chinese Communist Party and drives much of the country’s economic growth. And it examines the gaokao’s far-reaching effects on China’s society, as the exam’s promise of meritocracy encourages citizens to focus on individual ability at the expense of considering socioeconomic inequalities.

What’s more, as the book makes clear, the gaokao is now also shaping debates around education in the United States. As Chinese-American families bring the expectations of the highest exam with them, their calls for objective, transparent metrics in the education system increasingly clash with the more holistic measures of achievement used by American schools and universities.

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Books
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Combining personal narratives with decades of research, a vivid account of how the gaokao—China’s high-stakes college admissions test—shapes that society and influences education debates in the United States.

Authors
Hongbin Li
Book Publisher
Harvard University Press
Paragraphs

China’s unprecedented expansion of higher education in 1999 increased annual college enrollment from 1 million to 9.6 million by 2020. We trace the global ripple effects of that expansion by examining its impact on US graduate education and local economies surrounding college towns. Combining administrative data from China’s college admissions system and US visa data, we leverage the centralized quota system governing Chinese college admissions for identification and present three key findings.

First, the expansion of Chinese undergraduate education drove graduate student flows to the US: every additional 100 college graduates in China led to 3.6 Chinese graduate students in the US. Second, Chinese master’s students generated positive spillovers, driving the birth of new master’s programs and increasing the number of other international and American master’s students, particularly in STEM fields. And third, the influx of international students supported local economies around college towns, raising job creation rates outside the universities, as well. Our findings highlight how domestic education policy in one country can reshape the academic and economic landscape of another through student migration and its broader spillovers.

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Working Papers
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Journal Publisher
National Bureau of Economic Research (NBER)
Authors
Hongbin Li
Number
w34391
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