Baby Nutrition Qualitative Paper
Response to the Commentary 'Reassessing Disparity in Access to Higher Education in Contemporary China'
We respond to Anning Hu's commentary on our report “College is a rich, Han, urban, male club: Research notes from a census survey of four tier one colleges in China.” The topic of assessing disparities in college access in China (and other developing countries undergoing major transitions in their higher education systems) is an important one. We hope that our China Quarterly article, Hu’s commentary and our response will stimulate more research and dialogue on this topic in China and elsewhere.
Mental Health and Dropout Behavior: A Cross-Sectional Study of Junior High Students in Northwest Rural China
Junior high dropout rates are up to 25% in poor, rural areas of China. Although existing studies have examined how factors such as high tuition and opportunity costs contribute to dropout, fewer studies have explored the relationship between dropout rates and mental health in rural China. The overall goal of this study is to examine the relationship between dropout and mental health problems in rural Chinese junior high schools. Correlational analysis was conducted among 4,840 students across 38 junior high schools in rural China. Ordinary least squares (OLS) regressions were used to determine the types of students most at risk for mental health problems and whether mental health problems are correlated with dropout behavior. Our measure for mental health is based on the Children’s Manifest Anxiety Scale. Mental health problems are widespread in the sample of rural children, with 74% of students at risk for mental health problems. The student and family characteristics that correlate with dropout (poverty and low achievement) also correlate with mental health problems. More importantly, even after controlling for these background characteristics, mental health problems remain correlated with dropout rates. Mental health problems, especially among low-achieving poor students, may be contributing to the high dropout rates in rural China today. This finding suggests that interventions focusing on mental health in rural areas may also help reduce dropout.
Computer Technology in Education: Evidence from a Pooled Study of Computer Assisted Learning Programs among Rural Students in China
There is a great degree of heterogeneity among the studies that investigate whether computer technologies improve education and how students benefit from them – if at all. The overall goal of this study is to assess the effectiveness of computing technologies to raise educational performance and non-cognitive outcomes and identify what program components are most effective in doing so. To achieve this aim we pool the data sets of five separate studies about computer technology programs that include observations of 16,856 students from 171 primary schools across three provinces in China. We find that overall computing technologies have positive and significant impacts on student academic achievement in both math and in Chinese. The programs are found to be more effective if they are implemented out-of-school, avoiding what appear to be substitution effects when programs are run during school. The programs also have heterogeneous effects by gender. Specifically, boys gain more than girls in Chinese. We did not find heterogeneous effects by student initial achievement levels. We also found that the programs that help students learn math—but not Chinese—have positive impacts on student self-efficacy.
Effect of providing free glasses on children's educational outcomes in China: The "Seeing is Learning" cluster-randomized controlled trial
Objective: To study for the first time using a clinical trial the effect of free glasses on academic performance in rural Chinese children, among whom uncorrected myopia is the leading cause of visual impairment.
Participants: Among 19,934 children in grades 4 and 5 randomly selected for visual acuity screening, 3177 (15.9%, mean age 10.5 years) had visual acuity < 6/12 in either eye without glasses correctable to > 6/12 with glasses, and were eligible for allocation. Among these, 3052 (96.0%) completed the study.
Interventions: Children were randomized by school (84 schools per arm) to one of three interventions at the beginning of the school year: free glasses provided in class, vouchers for free glasses at a local facility or glasses prescriptions only (Control group).
Results: Among 3177 eligible children, 1036 (32.6%), 988 (31.1%) and 1153 (36.3%) were randomized to Control, Voucher and Free Glasses respectively. All eligible children would benefit from glasses, but only 15% had them at baseline. Intention-to-treat analyses were performed on all 1002 (96.8%), 946 (95.9%) and 1104 (95.8%) children completing final testing in Control, Voucher and Free Glasses groups. Effect on test score was 0.11 SD (95% Confidence Interval [CI] 0.01 to 0.21, p = 0.03) comparing the Free Glasses and Control groups. Adjusted effect of providing free glasses (0.10 SD, 95% CI 0.01 to 0.20; p = 0.04) was greater than parental education (0.03, 95% CI -0.03 to 0.10) or family wealth (0.002, 95% CI -0.07 to 0.07). Closeout glasses wear was 41% (observed), 68% (self-reported) in the Free Glasses group.
Conclusions: Providing free glasses improves children's performance on mathematics testing to a statistically significant degree, despite imperfect compliance. Myopia is common and rarely corrected in this setting.
Inequalities in the Pathway to College in China: When Do Students from Poor Areas Fall Behind?
276-Is the high school admissions process fair? Explaining inequalities in elite high school enrollments in developing countries
Researchers typically explain inequalities in access to elite high schools by looking at gaps that appear before the high school admissions process. However, even when disadvantaged students reach the stage of high school admissions with identical qualifications as advantaged students, mechanisms particular to the high school admissions process may prevent disadvantaged students from accessing elite high schools. The overall goal of this paper is to examine the degree to which the high school admissions process deters disadvantaged students from accessing elite high schools. To fulfill this goal, we analyze longitudinal, administrative data on approximately 24,000 students in one region of China. In this setting, according to our data, the rural-urban gap in elite high school attendance can be larger than 50 percentage points (even though rural students comprise well more than half of the high school student population). Our results show that the five subject exams of the high school entrance exam (HSEE) are biased against rural students. If the HSEE dropped two of the most biased subject exams from the HSEE, access to elite high schools among rural students would increase by 4 percentage points (or 8 percent). Furthermore, conditional on HSEE scores, rural students are 13 percentage points less likely than urban students to apply for elite high schools. Finally, conditional on HSEE scores and application choices, the existence of an alternative admissions channel that charges extra admissions fees further reduces rural access by 18 percentage points.
Can Social–Emotional Learning Reduce School Dropout in Developing Countries?
An alarming number of students drop out of junior high school in developing countries. In this study, we examine the impacts of providing a social–emotional learning (SEL) program on the dropout behavior and learning anxiety of students in the first two years of junior high. We do so by analyzing data from a randomized controlled trial involving 70 junior high schools and 7,495 students in rural China. After eight months, the SEL program reduces dropout by 1.6 percentage points and decreases learning anxiety by 2.3 percentage points. Effects are no longer statistically different from zero after 15 months, perhaps due to decreasing student interest in the program. However, we do find that the program reduces dropout among students at high risk of dropping out (older students and students with friends who have already dropped out), both after eight and 15 months of exposure to the SEL program.