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Autenrieth, Maximilian; Levine, Richard A.; Fan, Juanjuan; Guarcello, Maureen A. – Journal of Educational Data Mining, 2021
Propensity score methods account for selection bias in observational studies. However, the consistency of the propensity score estimators strongly depends on a correct specification of the propensity score model. Logistic regression and, with increasing popularity, machine learning tools are used to estimate propensity scores. We introduce a…
Descriptors: Probability, Artificial Intelligence, Educational Research, Statistical Bias
National Centre for Vocational Education Research (NCVER), 2015
VET FEE-HELP is an income-contingent loan scheme that assists eligible students undertaking certain vocational education and training (VET) courses (diploma, advanced diploma, graduate certificate and graduate diploma) with an approved provider by paying for all or part of their tuition costs. The tuition costs are paid directly to the provider.…
Descriptors: Foreign Countries, Vocational Education, Income Contingent Loans, Outcomes of Education
Lu, Tham – National Centre for Vocational Education Research (NCVER), 2015
Many students do not complete full qualifications in the vocational education and training (VET) system because their intention is to obtain only the particular skills they require. This can be achieved through the acquisition of skill sets; these enable flexibility in training to quickly respond to changes in the labour market. Skill sets may…
Descriptors: Vocational Education, Job Skills, Skill Development, Employment Qualifications
Xu, Di; Jaggars, Shanna Smith; Fletcher, Jeffrey – Center for Analysis of Postsecondary Education and Employment, 2016
Using detailed administrative data from Virginia, this paper examines how and why the community college pathway to a baccalaureate influences students' degree attainment and short-term labor market performance. We find that the community college pathway sharply reduces the likelihood of earning a bachelor's degree but does not have a significant…
Descriptors: Two Year Colleges, Two Year College Students, Community Colleges, Bachelors Degrees
Noble, Julie; Sawyer, Richard – ACT, Inc., 2013
There is a growing view that students who enroll in developmental courses are less successful in completing their programs than non-developmental students. Nevertheless, even though developmental students as a group ultimately might not be as academically successful as non-developmental students, many of them might still derive benefit from taking…
Descriptors: College Students, Developmental Studies Programs, Enrollment, Scores
Scott-Clayton, Judith; Minaya, Veronica – Center for Analysis of Postsecondary Education and Employment, 2014
Student employment subsidies are one of the largest types of federal employment subsidies, and one of the oldest forms of student aid. Yet it is unclear whether they help or harm students' long term outcomes. This document contains the appendices to the report "Should Student Employment Be Subsidized? Conditional Counterfactuals and the…
Descriptors: Student Employment, Financial Support, Student Financial Aid, Program Effectiveness
Hansen, Jorgen – OECD Publishing (NJ1), 2010
Using data from the Youth in Transition Survey (YITS), this paper provides an up-to-date description of educational and labour market pathways (or transitions) among Canadian youth. It also estimates the effect of academic abilities, measured by PISA math and reading scores, on such transitions. Descriptive statistics show that educational success…
Descriptors: Family Characteristics, Educational Attainment, Labor Market, Foreign Countries
Sassi, Franco; Devaux, Marion; Church, Jody; Cecchini, Michele; Borgonovi, Francesca – OECD Publishing (NJ1), 2009
An epidemic of obesity has been developing in virtually all OECD countries over the last 30 years. Existing evidence provides strong suggestions that such epidemic has affected certain social groups more than others. In particular, education appears to be associated with a lower likelihood of obesity, especially among women. A range of analyses of…
Descriptors: Outcomes of Education, Foreign Countries, Obesity, Probability
Nasim, Bilal – Centre for the Economics of Education (NJ1), 2010
The Centre for the Economics of Education was asked to bring together a wide range of academic evidence (primarily England-based) to investigate the extent to which academic and non-academic childhood outcomes are complementary to each other, or are in some way traded-off against each other. The report also investigates the drivers of both…
Descriptors: Bullying, Disadvantaged Youth, Parent Child Relationship, Foreign Countries
Cabalo, Jessica Villaruz; Vu, Minh-Thien – Empirical Education Inc., 2007
The Maui Hawaii Educational consortium (the Maui School District and Maui Community College) sought scientifically based evidence for the effectiveness of the "Cognitive Tutor (CT) Algebra I Curriculum" to inform adoption decisions. Decision makers were particularly interested in whether the use of the "CT" program affects…
Descriptors: Access to Computers, Program Effectiveness, Algebra, Community Colleges
Verner, Dorte – World Bank Publications, 2004
The Policy Research Working Paper Series disseminates the findings of work in progress to encourage the exchange of ideas about development issues. Breaking the inter-generational transmission of poverty requires far-reaching actions in the education sector. Widespread poverty affects both students' performance and their availability to attend…
Descriptors: Foreign Countries, Economically Disadvantaged, Older Adults, Low Income
Andrews, Dan; Green, Colin; Mangan, John – 2002
Data taken primarily from the Australian Youth Survey were used to model unemployment as a function of personal characteristics, family structure, and neighborhood composition using binomial probit estimation techniques. The cross-sectional model developed indicated that significant neighborhood effects on unemployment outcomes exist in high- and…
Descriptors: Community Influence, Comparative Analysis, Definitions, Economic Climate
Hillman, Kylie J.; Marks, Gary N. – 2002
Four Australian cohorts (born in 1961, 1965, 1970 and 1975) were studied between 1980-2000. The life transitions study focused on these three traditional markers of adulthood: (1) moving out of the parental home; (2) establishing an intimate relationship; and (3) buying a home. Incidence of these transitions was analyzed in terms of their…
Descriptors: Academic Persistence, Adult Children, Attrition (Research Studies), Cohort Analysis