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This chapter provides new evidence on educational inequality and reviews the literature on the causes and consequences of unequal education. We document large achievement gaps between children from different socio-economic backgrounds, show…

综合经济学 · 经济学 2022-04-12 Jo Blanden , Matthias Doepke , Jan Stuhler

Measuring changes in overall inequality between different educational groups is often performed by quantifying variations in educational marital homophily across consecutive generations. However, this task becomes challenging when the…

综合经济学 · 经济学 2024-02-20 Anna Naszodi

School value-added models are widely applied to study, monitor, and hold schools to account for school differences in student learning. The traditional model is a mixed-effects linear regression of student current achievement on student…

应用统计 · 统计学 2023-10-03 George Leckie , Richard Parker , Harvey Goldstein , Kate Tilling

Education is a key driver of social and economic mobility, yet disparities in attainment persist, particularly in low- and middle-income countries (LMICs). Existing indicators, such as mean years of schooling for adults aged 25 and older…

统计方法学 · 统计学 2025-02-13 Yunhan Wu , Ameer Dharamshi , Jon Wakefield

Educational achievement distributions for Australian indigenous and nonindigenous populations in the years 2001, 2006, 2014 and 2017 are considered. Bayesian inference is used to analyse how these ordinal categorical distributions have…

应用统计 · 统计学 2021-08-31 David Gunawan , William Griffiths , Duangkamon Chotikapanich

Technology applied in education can provide great benefits and overcome challenges by facilitating access to learning objects anywhere and anytime. However, technology alone is not enough, since it requires suitable planning and learning…

计算机与社会 · 计算机科学 2022-09-26 Gabriel Leitão , Juan Colonna , Edwin Monteiro , Elaine Oliveira , Raimundo Barreto

This paper examines how gender, birth order, and innate ability shape within-household disparities in children's educational attainment in developing countries. Using data from Benin, I find that in households with non-educated parents,…

综合经济学 · 经济学 2024-11-14 Christelle Zozoungbo

Education systems around the world increasingly rely on school value-added models to hold schools to account. These models typically focus on a limited number of academic outcomes, failing to recognise the broader range of non-academic…

应用统计 · 统计学 2020-01-08 Lucy Prior , Harvey Goldstein , George Leckie

This study examines the relationship between income inequality, gender, and school completion rates in Malaysia using machine learning techniques. The dataset utilized is from the Malaysia's Public Sector Open Data Portal, covering the…

综合经济学 · 经济学 2025-02-03 Muhammad Sukri Bin Ramli

The increasing availability of longitudinal student achievement data has heightened interest among researchers, educators and policy makers in using these data to evaluate educational inputs, as well as for school and possibly teacher…

应用统计 · 统计学 2011-08-11 Daniel F. McCaffrey , J. R. Lockwood

Underprivileged students, especially in primary school, have shown to have less access to educational materials often resulting in general dissatisfaction in the school system and lower academic performance (Saatcioglu and Rury, 2012,…

应用统计 · 统计学 2017-05-24 Sebastian Del Barco , Erast Davidjuk

Migration the main process shaping patterns of human settlement within and between countries. It is widely acknowledged to be integral to the process of human development as it plays a significant role in enhancing educational outcomes. At…

综合经济学 · 经济学 2018-12-24 Aude Bernard , Martin Bell

Education is very important to Singapore, and the government has continued to invest heavily in our education system to become one of the world-class systems today. A strong foundation of Science, Technology, Engineering, and Mathematics…

计算机与社会 · 计算机科学 2020-12-02 Nang Laik Ma , Gim Hong Chua

The accumulation of knowledge required to produce economic value is a process that often relates to nations economic growth. Such a relationship, however, is misleading when the proxy of such accumulation is the average years of education.…

计量经济学 · 经济学 2018-07-19 Henry Laverde , Juan C. Correa , Klaus Jaffe

Ethnic achievement gaps are often explained in terms of student and school factors. The decomposition of these gaps into their within- and between-school components has therefore been applied as a strategy to quantify the overall influence…

应用统计 · 统计学 2022-06-14 Beatriz Gallo Cordoba , George Leckie , William J. Browne

The article tries to compare urban and rural literacy of fifteen selected Indian states during 1981 - 2011 and explores the instruments which can reduce the disparity in urban and rural educational attainment. The study constructs the…

综合经济学 · 经济学 2024-10-10 Sangita Das

Quality education, one of the seventeen sustainable development goals (SDGs) identified by the United Nations General Assembly, stands to benefit enormously from the adoption of artificial intelligence (AI) driven tools and technologies.…

计算机与社会 · 计算机科学 2023-01-25 Sruti Mallik , Ahana Gangopadhyay

Over the past decade, an explosion in the availability of education-related datasets has enabled new computational research in education. Much of this work has investigated digital traces of online learners in order to better understand and…

计算机与社会 · 计算机科学 2023-01-16 Nabeel Gillani , Rebecca Eynon

Measurement professionals cannot come to an agreement on the definition of the term 'item fairness'. In this paper a continuous measure of item unfairness is proposed. The more the unfairness measure deviates from zero, the less fair the…

人工智能 · 计算机科学 2020-10-06 Yefim Bakman

The quantity and quality of scientific output of the topmost 50 countries in the four basic sciences (agricultural and biological sciences, chemistry, mathematics, and physics and astronomy) are studied in the period of the recent 12 years…

物理与社会 · 物理学 2013-04-10 Ammar Nejati , Seyyed Mehdi Hosseini Jenab
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