Article

The impact of non-cognitive factors on admission to selective universities: the case of Chile

Taylor & Francis on behalf of the University of Birmingham
Educational Review
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Abstract

Some universities, often the most prestigious in a higher education system, select qualified applicants solely on the basis of their measured academic or cognitive abilities. The universities' assumption is that these cognitive abilities are an accurate and complete measure of the applicants' capacity to benefit from university study. This study assesses the extent to which the cognitive measures used are partially the result of other, non-cognitive factors unrelated to future academic performance. Sole reliance on cognitive measures skews university admission in favour of those of higher socioeconomic status. Data for the study were collected by the University of Chile's Department of Evaluation, Measurement and Educational Registration (DEMRE) from 190,000 applicants seeking admission to Chile's 39 selective universities in 2019. The analysis identifies the direct and indirect effects of variables measuring applicants' cognitive and non-cognitive attributes. Logistic regression models were constructed to estimate the differential effect of the two types of factors on admission. The results indicate that non-cognitive factors have an indirect effect on admission through their effect on cognitive scores. Access to selective universities in Chile is partially influenced by students' prior social, cultural, and economic conditions. As a consequence, university education is distributed partially on the basis of social origin and not just ability. The admission process should be changed to reduce discrimination against applicants based on their social origin.

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... Chile has in Latin America become a paradigmatic case of expansion of access to higher education driven by the private sector (Chiroleu & Marquina, 2017). Despite these advances, however, the inclusion of historically marginalized groups continues to be a problem (Espinoza et al., 2022). Admission tests are a major factor. ...
... However, various studies have demonstrated that students exhibit different outcomes contingent upon their socioeconomic background, particularly in relation to the characteristics of their secondary education. Regardless of their performance at the secondary level, students from public secondary schools and from the vocational track obtain lower scores in the selection tests, which excludes them from the most selective and prestigious institutions (Espinoza et al., 2022;Catalán, 2016). ...
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... The pronounced expansion of enrollment of the Chilean higher education system in the last three decades has contributed to a gradual shrinking of the access gap among students of different socioeconomic levels (Ministerio de Desarrollo Social 2018), but high-prestige degree programs and universities continue to serve primarily elite students (Espinoza et al. 2022a(Espinoza et al. , 2022bHurst 2018;Jerrim, Chmielewski, and Parker 2015). Given the key importance of university credentials, this situation contributes to the reproduction of existing inequalities (Bills 2016;Wakeling and Savage 2015). ...
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We analysed the Chilean university student selection processes, comparing ‘First Generation’ and ‘Continuist’ students, using the Chilean Higher Education population databases (2000–2015). Findings confirm that 60 percent of participants in the selection process are First Generation students. The data registers an increasing self‐exclusion phenomenon. Of the students who did not take the selection test after enrolling, 80 percent are First Generation and 18 are enrolled in a selective university, compared to 44 in the Continuist conglomerate. These differences may be explained by cultural capital in the Bourdieu sense, in conjunction with a diversified, massified and marketalised higher education system.
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I examine the importance of non-cognitive skills in the matching process in higher education in the United States. Across two longitudinal data sources, I show that students with lower non-cognitive skills are more likely to undermatch (enrolling in less selective colleges given their academic credentials) and less likely to overmatch. The application process drives the relationship between non-cognitive skills and academic mismatch, as students with low non-cognitive skills are less likely to apply to a well-matched institution. I further show that non-cognitive skills are strong predictors of Bachelor’s degree completion. I propose an alternative definition of undermatch, which additionally considers students’ non-cognitive skills. Under this definition, a smaller share of high-achieving students undermatch in higher education.
Article
Despite the shift from elite to mass education, the odds of accessing university remain stacked in favour of those with a university-educated parent. Not only are first-generation students less likely to engage in higher education, but the dominant narrative surrounding their enrolment emphasises cultural deficiency, constructing individuals as ‘too different’ to succeed. Drawing on data from focus groups with 198 school-aged students in Australia, this paper reframes this narrative by using the concept of familial habitus to examine how aspirations for higher education are shaped and nurtured by the home lives of prospective first-generation entrants. We develop three characterisations of familial habitus – ‘projected’, ‘meritocratic’, and ‘supportive’ – each of which demonstrates the inventive and transformative power of habitus. Cautioning against pathologising accounts of first-generation entry, we argue that the social justice motives of widening participation will be thwarted unless first-generation students are repositioned as legitimate participants in higher education.
Article
When adolescents are asked how likely they think it is that they will go to college, does their answer influence what they will actually do? Typically, it is difficult to determine whether college expectations promote academic achievement or just reflect a reasonable forecast of what is likely to happen to them. We used a sample of siblings from the National Longitudinal Study of Adolescent to Adult Health ( N = 1,766) to test whether associations between college expectations and educational attainment remained after accounting for unobserved family factors that may shape both educational expectations and attainment. Compared with their siblings, adolescents with higher college expectations were also 43% more likely to attend college, even when analyses controlled for grades and IQ. The effect of college expectations on college attendance was strongest among youths living in higher-socioeconomic-status families.
Article
How colleges make admissions decisions at four-year institutions is facing high levels of scrutiny. Students, families, and policymakers are asking how offices of admissions decide to admit students. Increasing numbers of institutions are becoming test optional and/or using holistic admissions schemes, but little is known about how decisions are made. This exploratory study employs three modes of research to examine the use of nonacademic factors in admissions. The methodological approaches include: a qualitative meta-analysis of empirical and models of classificatory frameworks for assessing nonacademic factors in admissions, 19 qualitative interviews at 10 public and private institutions across a range of selectivity, and the analysis of relevant survey data from over 300 admissions professionals. Results indicate academic factors including grades, test scores, and rigor of courses were the most important considerations for admissions. The second most important were contextual: the use of student, family, and school background characteristics. The final set of factors used were nonacademic; the most commonly used were measures of student performance and attitudinal factors. Institutional selectivity and public or private control also had an impact on the relative importance of these factors.
Article
Policy makers internationally are increasingly preoccupied with the need for education systems to be developed in ways that mitigate unfairness. What is more contestable is what might need to change. In England this emphasis has informed the development of fair access policies that aim to improve the representation of ‘disadvantaged’ young people of high ‘potential’ at high status universities. Drawing on research conducted at the inception of one fair access intervention, this paper provides original insights into a process of policy translation that requires multiple encodings and decodings of two constructs that defy ready definition, with their intersection being a particular point of difficulty. Behind the apparent objectivity of commonly used selection criteria sits a process of situated decision-making that incorporates not only the particularities of institutional context and the understandings of key actors, but also macro level pressures that reinforce the need for changes in understandings of fairness at the top.
Article
It is widely documented that first-generation college students attain bachelor’s degrees at lower rates than their peers. First-generation students also consistently prioritize distance to college in their school decision-making process. How distance impacts their educational performance, however, is an issue that has not received sufficient research attention. This study uses the Beginning Postsecondary Students Longitudinal Study (BPS:04/09) to investigate whether the distance between the permanent residence of first-generation students enrolled in four-year degree programs and their attending college impacts their educational attainment and grade point average (GPA). We find that first-generation students who attend colleges at a greater distance from home are more likely to graduate from college with a bachelor’s degree. We do not find strong support for the relationship between distance and a student’s GPA in most years of enrollment. We discuss the way college accessibility reinforces inequality within higher education along with the theoretical implications of our findings.
Article
Using a long panel of youths, we establish a causal link between parental expectations regarding education and educational attainment. In particular, we use an instrumental variables approach to find that the child’s chances of obtaining a high school or college degree are increasing in the parent’s expectations of the likelihood of these events. We then use differences between the objective likelihood of a child’s educational attainment and the parents’ subjective probabilities to consider the hypothesis that lower educational outcomes among certain groups are driven by a “culture of despair,” where children are low-achieving because they are expected to underachieve. While we do find that children from households with lower levels of income, wealth, and parental education are less likely to attain high school and college degrees, we reject the hypothesis that this is driven by low subjective expectations of educational success. Rather, we find that parents from disadvantaged groups have expectations for the educational outcomes of their children that differ more from the statistical likelihood of these outcomes than do parents of children from advantaged households. That is, we find that parents in more disadvantaged households are more optimistic about the educational outcomes of their children than those from more advantaged households.
Article
Logistic regression estimates do not behave like linear regression estimates in one important respect: They are affected by omitted variables, even when these variables are unrelated to the independent variables in the model. This fact has important implications that have gone largely unnoticed by sociologists. Importantly, we cannot straightforwardly interpret log-odds ratios or odds ratios as effect measures, because they also reflect the degree of unobserved heterogeneity in the model. In addition, we cannot compare log-odds ratios or odds ratios for similar models across groups, samples, or time points, or across models with different independent variables in a sample. This article discusses these problems and possible ways of overcoming them.
Book
La profesion –formacion- docente es un tema crucial en los actuales debates educativos. La existencia de dos decretos y el desplazamiento del verdadero sentido del ser maestro reclaman de los analisis un ejercicio de comprension del orden discursivo oficial. La calidad es el sustrato de la sociedad de control. En este marco se agencia nuevas practicas de subjetivacion del maestro los cuales podriamos situar en la calidad, flexibilidad, adaptabilidad, eficiencia, eficacia. En cualquier caso, el esfuerzo por hacer del maestro un intelectual de la educacion fue borrado. La gran cuestion consiste en saber que discursos regula el saber del docente a la luz de la sociedad de control.
Article
National trends and goals have pushed beyond the dropout crisis and are now focused on raising the percentage of graduates prepared for college and career. This study examined a longitudinal cohort (n = 6443) of students in an urban, public school district in order to explore how districts and communities can redirect off-track high school students. The researchers explored timing to first-time college readiness in English and math using Event History Analysis. Variables under investigation included gender, first-generation college student status, college aspiration, enrollment in college preparatory courses, and participation in organized, extracurricular, college preparatory activities. Results indicated a student’s chances of being on the college-ready trajectory were highest in the 8th grade. Findings also revealed a positive association between higher parent education levels and college preparatory course enrollment, particularly in math.
Article
Hace siete años se comenzó a aplicar en Chile la PSU, un nuevo sistema de pruebas para ingresar a la universidad. Estas nuevas pruebas estuvieron precedidas por altas expectativas en términos de las mejorías que producirían en el sistema de educación secundaria y las mayores oportunidades para los grupos más vulnerables. Este artículo revisa algunos resultados de la implementación de la PSU, centrando el análisis principalmente en temas de capacidad predictiva y equidad. Los autores concluyen que no se advierte una mejoría en la capacidad predictiva de las pruebas PSU al aumentar los contenidos evaluados en éstas. Más aun, luego de controlar por nivel socioeconómico, se constata que el aumento de contenidos ha sido perjudicial para los estudiantes de grupos vulnerables, en especial para aquellos que provienen de la educación municipal técnico-profesional. A la luz de las limitaciones en cuanto a equidad y capacidad predictiva de la PSU, se sugiere entonces revisar el uso que se da actualmente a ciertos puntajes de las pruebas obligatorias como puntos de cortes para asignación de beneficios y créditos. Finalmente, dado el rol clave que juega en nuestro país el acceso a la educación universitaria en la movilidad social, se sugieren auditorías periódicas, realizadas por expertos internacionales, independientes y altamente calificados, para garantizar que el sistema de admisión cumpla con altos estándares de calidad y equidad
Article
This paper tests whether the existence of vocationally oriented tracks within a traditionally academically oriented upper education system reduces socioeconomic inequalities in educational attainment. Based on a statistical model of educational transitions and data on two entire cohorts of Danish youth, we find that (1) the vocationally oriented tracks are less socially selective than the traditional academic track; (2) attending the vocationally oriented tracks has a negative effect on the likelihood of enrolling in higher education; and (3) in the aggregate the vocationally oriented tracks improve access to lower-tier higher education for low-SES students. These findings point to an interesting paradox in that tracking has adverse effects at the micro-level but equalizes educational opportunities at the macro-level. We also discuss whether similar mechanisms might exist in other educational systems.
Article
This article presents a method for estimating and interpreting total, direct, and indirect effects in logit or probit models. The method extends the decomposition properties of linear models to these models; it closes the much-discussed gap between results based on the “difference in coefficients” method and the “product of coefficients” method in mediation analysis involving nonlinear probability models models; it reports effects measured on both the logit or probit scale and the probability scale; and it identifies causal mediation effects under the sequential ignorability assumption. We also show that while our method is computationally simpler than other methods, it always performs as well as, or better than, these methods. Further derivations suggest a hitherto unrecognized issue in identifying heterogeneous mediation effects in nonlinear probability models. We conclude the article with an application of our method to data from the National Educational Longitudinal Study of 1988.
Article
In a series of recent articles, Karlson, Holm, and Breen (Breen, Karlson, and Holm, 2011, http://papers.ssrn.com/sol3/papers.cfm?abstractid=1730065; Karlson and Holm, 2011, Research in Stratification and Social Mobility 29: 221– 237; Karlson, Holm, and Breen, 2010, http://www.yale.edu/ciqle/Breen Scaling effects.pdf) have developed a method for comparing the estimated coefficients of two nested nonlinear probability models. In this article, we describe this method and the user-written program khb, which implements the method. The KHB method is a general decomposition method that is unaffected by the rescaling or attenuation bias that arises in cross-model comparisons in nonlinear models. It recovers the degree to which a control variable, Z, mediates or explains the relationship between X and a latent outcome variable, Y ∗, underlying the nonlin- ear probability model. It also decomposes effects of both discrete and continuous variables, applies to average partial effects, and provides analytically derived statistical tests. The method can be extended to other models in the generalized linear model family.
Article
The present study examined the extent to which mothers' and fathers' expectations for their offspring's future education, their level of education, and adolescents' academic achievement predict adolescents' educational expectations. To investigate this, 230 adolescents were examined twice while they were in comprehensive school (in the 7th and 9th grades). Their parents also filled in questionnaires at the same time points. The results showed that high parental expectations concerning their offspring's future education predicted high educational expectations among adolescents and they became more similar in the 9th grade compared to 7th grade. Parents' high level of education predicted both mothers' and adolescents' high level of educational expectations in the 7th grade, which then contributed to adolescents' high expectations in 9th grade.