Understanding gender differences in STEM: Evidence from college applications✰

While education levels of women have increased dramatically relative to men, women are still greatly underrepresented in Science, Technology, Engineering, and Mathematics (STEM) college programmes. We use unique data on preference rankings for all secondary school students who apply for college in Ireland and detailed information on school subjects and grades to decompose the sources of the gender gap in STEM. We find that, of the 22 percentage points raw gap, about 13 percentage points is explained by differential subject choices and grades in secondary school. Subject choices are more important than grades – we estimate male comparative advantage in STEM (as measured by subject grades) explains about 3 percentage points of the gender gap. Additionally, differences in overall achievement between girls and boys have a negligible effect. Strikingly, there remains a gender gap of 9 percentage points even for persons who have identical preparation at the end of secondary schooling (in terms of both subjects studied and grades achieved); however, this gap is only 4 percentage points for STEM-ready students. We find that gender gaps are smaller among high-achieving students and for students who go to school in more affluent areas. There is no gender gap in science (the large gaps are in engineering and technology), and we also find a smaller gender gap when we include nursing degrees in STEM, showing that the definition of STEM used is an important determinant of the conclusions reached.     

Does relative grading help male students? Evidence from a field experiment in the classroom

We conduct a framed field experiment at a Dutch university to compare student effort provision and exam performance under the two most prevalent evaluation practices: absolute (criterion-referenced) and relative (norm-referenced) grading. We hypothesize that the rank-order tournament created by relative grading will increase effort provision and performance among students with competitive preferences. We use student gender and survey measures (self-reported as well as incentivized) as proxies for competitiveness. Contrary to our expectations, we find no significant impact of relative grading on preparation behavior or exam scores, neither among men nor among students with higher measures of competitiveness. We discuss several potential explanations for this finding, and argue that it is likely attributable to the low value that students in our sample attach to academic excellence.     

Do college admissions counselors discriminate? Evidence from a correspondence-based field experiment

I design and implement a correspondence based field experiment to test for race and gender discrimination among college admissions counselors in the student information gathering stage. The experiment uses names to identify student race and gender, and student grade, SAT score, and writing differences to reflect varying levels of applicant quality. I find that counselors do not respond differently by race in most cases, but there are measurable differences in response/non-response and in the type of correspondence sent that favor female students. I also find that the quality of the student induces large differences in the type of response.     

Does intensive coaching reduce school dropout? Evidence from a randomized experiment

School dropout is an important social and economic problem. This paper investigates the effect of an intensive coaching program aimed at reducing school dropout rates among students aged 16–20. Students received support and guidance with their study activities, personal problems and internships in firms. The coaching program lasted one or two years. Students were randomly assigned to the coaching program. We find that one year of coaching reduced school dropout rates by more than 40% from 17 to 10 percentage points. The second year of coaching further reduced school dropout by 1 percentage point. The program is most effective for students with a high ex-ante probability of dropping out, such as students no longer obliged to be in formal education, male students, and students not living with both parents. Cost-benefit analysis suggests that one year of coaching is likely to yield a net social gain.     

Do schools discriminate against homosexual parents? Evidence from a randomized correspondence experiment

The recognition of homosexual rights is a controversial issue in many countries. Spain was the third country in the world (after the Netherlands and Belgium) to introduce a law recognizing homosexual marriage and the adoption of children by homosexual couples. In this paper, we examine for the first time whether schools are more hesitant about giving feedback to homosexual parents during children's pre-registration period in Catalonia (Spain). To do so, we designed a correspondence experiment to be conducted in schools. We created three types of fictitious couples—one heterosexual, one gay, and one lesbian—and sent emails to schools in which the couples’ sexual orientation was explicit. Our results show that gay couples had a significantly lower (22 percentage points) call-back probability than heterosexual couples. No statistically significant differences in call-back probability were found between the lesbian and heterosexual couples.     

Do tuition fees affect the mobility of university applicants? Evidence from a natural experiment

Several German states recently introduced tuition fees for university education. We investigate whether these tuition fees influence the mobility of university applicants. Based on administrative data of applicants for medical schools in Germany, we estimate the effect of tuition fees on the probability of applying for a university in the home state. We find a small but significant reaction: The probability of applying for a university in the home state falls by 2 percentage points (baseline: 69%) for high-school graduates who come from a state with tuition fees. Moreover, we find that students with better high-school grades react more strongly to tuition fees. This might have important effects on the composition of students across states.     

Why do good performing students highly rate their instructors? Evidence from a natural experiment

This article analyzes the behavior of students in a college classroom with regard to their evaluation of teacher performance. As some students are randomly able to see their grades prior to the evaluation, the “natural” experiment provides a unique opportunity for testing the hypothesis as to whether there exists a possibility of a hedonic (implicit) exchange between the students’ grades and teaching evaluations. Students with good grades tend to highly rate the teaching quality of their instructors, in comparison with those who receive relatively poor grades. This study finds that students with better grades than their expected grades provide a psychological “gift” to their teachers by giving a higher teacher evaluation, whereas it is the opposite with those students receiving lower grades than their expectation. These empirical results demonstrate that a previous interpretation on the effect of student grades in an incumbent course with regard to the teaching quality may have to be somewhat discounted.     

Do you get what you pay for with school-based health programs? Evidence from a child nutrition experiment in rural China

This study uses a randomized controlled trial of a school-based anemia reduction program in rural China to examine how increased school emphasis on health promotion affects academic performance. Although education and health promotion are complementary functions of schools, they do compete for finite school resources. We compare the effects of a traditional program that provided only information about anemia and subsidies to an otherwise identical program that included performance incentives for school principals based on school-level anemia prevalence. By the end of the trial, exam scores among students who were anemic at baseline improved under both versions of the program, but scores among students in the incentive group who were healthy at baseline fell relative to healthy students in the control group. Results suggest that performance incentives to improve student health increase the impact of school-based programs on student health outcomes, but may also lead to reallocation of school resources.     

The effect of goal-setting prompts in a blended learning environment—evidence from a field experiment

Previous literature has shown that task-based goal-setting and distributed learning is beneficial to university-level course performance. We investigate the effects of making these insights salient to students by sending out goal-setting prompts in a blended learning environment with bi-weekly quizzes. The randomized field experiment in a large mandatory economics course shows promising results: the treated students outperform the control group. They are 18.8% (0.20 SD) more likely to pass the exam and earn 6.7% (0.19 SD) more points on the exam. While we cannot causally disentangle the effects of goal-setting from the prompt sent, we observe that treated students use the online learning platform earlier in the semester and attempt more online exercises compared to the control group. The heterogeneity analysis suggests that higher treatment effects are associated with low performance at the beginning of the course.     

Agreed discoveries: students’ negotiations in a virtual laboratory experiment

This paper presents an analysis of the scientific reasoning of a dyad of secondary school students about the phenomenon of dissolution of gases in water as they work on this in a simulated laboratory experiment. A web-based virtual laboratory was developed to provide learners with the opportunity to examine the influence of physical factors on gas solubility in water. An evaluation process involving 180 students revealed that the concepts connected to the dissolution of gas in water caused problems for the students even after having experimented with the virtual laboratory. To investigate the nature of learners’ reasoning about the visualised events, 13 video-recorded groups of learners were analysed. This study follows the reasoning of one group that displayed a possibly productive way of solving the problem. The results address the students’ general difficulty of discovering something that they are conceptually unprepared for within the virtual laboratory. The analysis shows how the students eventually found a way out of their dilemma by making an analogy with other dissolving processes. In effect, the analysis elucidates some of the analytical work that had to be done by the participants when collaboratively negotiating a shared meaning of a scientific concept in concord with a given task and set of instructional materials. Implications for design might be to provide the learning material with explicit hints that enable students to connect to specific phenomena related to the one investigated concept. The findings show the usefulness of video analytic research, informed by CA and ethnomethodology. This analytical framework can support design processes and provide useful information, which might identify hurdles to learning a scientific concept by simulated events and pathways to overcome these hurdles.     

Does Graduating from a Private University Make a Difference? Evidence from Italy

The main aim of this article is to explore similarities and differences in the institutional features of private and state universities in the Italian higher education system and to assess whether graduating from a private university conveys advantages in the labour market. In the first part we use administrative data to describe the main institutional features of the two types of university, looking at organisational aspects, enrolments and graduates, financial resources, tuition fees, and teachers' characteristics. In the second part we develop a theoretical framework looking at sociological and economic theories of education and labour market, from which we derive some hypotheses on the expected results. In the last part, we apply a propensity score matching analysis on data from the Italian University Graduates Survey conducted in 2007 by the Italian National Institute of Statistics, which provides information on more than 40,000 graduates who obtained their degree in 2004. The main results indicate that graduates from private universities are younger, have a higher socio-economic background and a slightly better previous school career than those from state universities. Contrary to a widespread belief, once accounted for self-selection into the type of university using a wide range of variables, graduating from a private university has neither a significant nor a substantial effect on employment probability, hourly wage and occupational level three years after graduation.     

Teachers’ epistemic cognition in situ: Evidence from classroom assessment

Assessment tasks require the coordination of multiple knowledge-related goals for various audiences, and therefore provide an authentic context to observe teachers’ epistemic cognition in practice. In this instrumental case study, we investigated seven, fifth grade English Language Arts teachers’ epistemic cognition as they evaluated students’ classroom assessments. Our analyses revealed that the components of epistemic cognition identified in the literature emerged in these teachers’ assessment processes. Moreover, we found evidence that teachers’ epistemic cognition was iterative and nuanced, and required shifts in aims and reliable processes. This resulted in teachers forming new kinds of “epistemic matters” and questions beyond those ideas noted in existing models of epistemic cognition. Significance and implications are discussed.     

Do children spend too much time in schools? Evidence from a longer school year in Indonesia

I examine the effects of a longer school year in Indonesia on grade repetition, educational attainment, employability, and earnings. I exploit an arbitrary rule that assigned students to a longer school year in Indonesia in 1978–1979, which fits a fuzzy regression discontinuity design. I find the longer school year decreases the probability of grade repetition and increases educational attainment; it also increases the probability of working in formal sectors and wages later in life. These results suggest the length of school years in Indonesia is not too long.     

Collegiality and managerialism: a false dichotomy? Evidence from the higher education literature

Collegiality and managerialism are often portrayed as opposed ideas or practices, with the latter, in particular, either held up as a necessary response to the massification of higher education or portrayed as a betrayal of long-held academic ideals (as supposedly reflected in collegiality). This article explores how collegiality and managerialism have been conceptualized, presented and researched in the higher education literature. It concludes that the two concepts are not as dichotomous as some have argued, and that both have a role in our thinking about the future of higher education.     

Is preview benefit from word n + 2 a common effect in reading Chinese? Evidence from eye movements

Although most studies of reading English (and other alphabetic languages) have indicated that readers do not obtain preview benefit from word n + 2, Yang, Wang, Xu, and Rayner (2009) reported evidence that Chinese readers obtain preview benefit from word n + 2. However, this effect may not be common in Chinese because the character prior to the target word in Yang et al.’s experiment was always a very high frequency function word. In the current experiment, we utilized a relatively low frequency word n + 1 to examine whether an n + 2 preview benefit effect would still exist and failed to find any preview benefit from word n + 2. These results are consistent with a recent study which indicated that foveal load modulates the perceptual span during Chinese reading (Yan, Kliegl, Shu, Pan, & Zhou, 2010). Implications of these results for models of eye movement control are discussed.     

Explaining urban–rural differences in educational achievement in Thailand: Evidence from PISA literacy data

Using the Thai PISA 2009 literacy test, this paper offers two contributions to the literature on the achievement gap between students in urban and rural areas. The first contribution relates to the estimation of the student-level education production function at different points along the achievement distributions. With the use of Oaxaca–Blinder decomposition, the second contribution demonstrates how much of the achievement differential between urban–rural students can be explained by unmeasured school characteristics. It has been found that the impact of student, family as well as school characteristics on student achievements vary along the test achievement distributions. Decompositions exercises at the mean find that about 45–48 percent of urban–rural achievement gaps are accounted for by the unmeasured characteristics of schools. The disaggregated decomposition exercise along the achievement percentile shows that these characteristics account for about 12–15 percent low-performing students and increase to about 61–69 percent for high-performing students.     

Can a public scholarship program successfully reduce school drop-outs in a time of economic crisis? Evidence from Indonesia

This paper evaluates the role played by Indonesia's Social Safety Net Scholarships Program in reducing school drop-out rates during the Asian financial crisis. The expectation was that many families would find it difficult to keep their children in school and drop-out rates would be high. The scholarships are found to have been effective in reducing drop-outs at the level of schooling at which students were historically most at the risk of dropping out—lower secondary school. At this level drop-outs were reduced by about 3.0% points (or 38%) and costs were recovered. Given its success, the program can be viewed as a model to be followed by other countries that find themselves in a similar situation of crisis. How well the program adhered to its documented targeting design and how effective this design was in reaching the poor is also examined.     

Does lengthening the school day increase students’ academic achievement? Results from a natural experiment in Chile

This study (an impact evaluation of the Chilean full school day program) uses difference-in-differences to estimate the effect of a large increase in instructional time on high school students’ academic achievement. The main findings are (i) the program had a positive effect on students’ achievement in both mathematics and language; (ii) the effect-size on language achievement was 0.05–0.07 standard deviations and not sensitive to control for covariates, different control groups, and historical trends; (iii) the effect on mathematics achievement was not sensitive to control for covariates, but was sensitive to use different control groups, and historical trends; the effect-size on mathematics achievement ranged from 0.00 to 0.12 standard deviations; and (iv) the program effect has been constant over time. Finally, there is evidence suggesting that the program had larger positive effects on rural students, students who attended public schools, and students situated in the upper part of the achievement distribution.     

The impact of pre-school on adolescents’ outcomes: Evidence from a recent English cohort

This paper investigates the relationship between attendance at pre-school school and children's outcomes into early adulthood. In particular, we are interested in: child cognitive development at ages 11, 14 and 16; intentions towards tertiary education; economic activity in early adulthood; a group of non-cognitive outcomes such as risky health behaviour; and personality traits. Using matching methods to control for a very rich set of child and family characteristics, we find evidence that pre-school childcare moderately improves results in cognitive tests at age 11 and 14, and 16. Positive effects are especially noticeable for girls and children from disadvantaged socio-economic backgrounds. Results for non-cognitive outcomes are weaker: we do not find any significant evidence of improvement in psychological well-being, petty crime involvement, or on almost all health behaviours. While the cognitive effects may well serve to reduce lifecycle inequalities there is no support here for other important social benefits.