In light of the emergence of statistical analysis techniques based on data mining in education sciences, and the potential they offer to detect non-trivial information in large databases, this paper presents a procedure used to detect factors linked to academic achievement in large-scale assessments. The study is based on a non-experimental,…

Finland and Shanghai are strong performers in the Program for International Student Assessment (PISA). The current study explored the similarities and differences in educational effectiveness between these 2 strong performers. To this end, 14 predictors representing student background and school process characteristics were selected from the PISA…

Purpose: This article contributes new empirical evidence and nuanced analysis on the gender difference in access to extension services and how this translates to observed differences in technology adoption and agricultural productivity. Approach: It looks at the case of Ethiopia, where substantial investments in the extension system have been…

In the literature of higher education cost function study, enough knowledge is created in the area of economy scale in the context of developed countries but the knowledge of input demand is lacking. On the other hand, empirical knowledge in the context of developing countries is very meagre. The paper fills up the knowledge gap, estimating a…

This paper employs a stochastic production frontier model to assess the efficiency of the senior secondary schools in the Gambia. It examines their efficiency in using and mixing the educational inputs of average teacher salary, average teacher education, average teacher experience and students-to-teacher ratio in producing the number of students…

This study aimed to identify the classroom and school characteristics that are associated with student achievement in mathematics and Serbian language in primary schools in Serbia. The study sample consisted of 119 public primary schools, 253 classrooms, and 4,857 third-grade students. Variables from 3 past research paradigms--input-output,…

This paper adopts the technique of [DiNardo, Fortin and Lemieux (1996). "Labour market institutions and the distribution of wages 1973-1992: A semiparametric approach." "Econometrica, 64"(5), 1001-1044.] to decompose differences in the distribution of PISA reading scores in Canada, and assesses the relative contribution of…

This paper measures the technical efficiency of 16 selected colleges and universities in Metro Manila, Philippines, using academic data for the SY 2001-2005. Using the data envelopment analysis (DEA), on average, schools posted 0.807 index score and need additional 19.3% efficiency growth to be efficient. Overall, there are top four efficient…