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Brendan A. Schuetze – Educational Psychology Review, 2024
The computational model of school achievement represents a novel approach to theorizing school achievement, conceptualizing educational interventions as modifications to students' learning curves. By modeling the process and products of educational achievement simultaneously, this tool addresses several unresolved questions in educational…
Descriptors: Computation, Growth Models, Academic Achievement, Student Evaluation
Al-Olimat, Khalid S. – IEEE Transactions on Education, 2022
Contribution: Project-based learning is a widely used learning approach that has proven itself effective in engineering education. This article describes a generalized model to teach undergraduate students the concepts of dc electric motors using project-based learning through a complete module that consists of modeling and simulation, and…
Descriptors: Engineering Education, Active Learning, Student Projects, Models
Capelo, Carlos; Pereira, Renato; Ferreira Dias, João – International Association for Development of the Information Society, 2020
Simulation-based learning environments are used extensively to support learning in complex business systems. Nevertheless, studies show that subjects have great difficulty in understanding and managing dynamic systems, mainly due to cognitive processing difficulties. Previous research has addressed some aspects of model transparency and…
Descriptors: Simulation, Teaching Methods, Models, Business Education
Heidy Rico; Mario Alberto de la Puente Pacheco; Adrian Pabon; Ivan Portnoy – Cogent Education, 2023
This research aimed to investigate the impact of Simulation-Based Learning (SBL), specifically within the Model United Nations (MUN) framework, on enhancing critical thinking and improving academic performance in a sample of 42 undergraduate students studying International Relations at a university in Northern Colombia. The objectives were to…
Descriptors: Critical Thinking, Foreign Countries, Teaching Methods, Simulation
Mario Alberto de la Puente Pacheco; Carlos Mario de Oro Aguado; Elkyn Lugo Arias; Heidy Rico; Diana Cifuentes; Merlys Tafur – Interactive Learning Environments, 2023
This Article analyses the effectiveness of Simulation-Based Learning Model ASEAN Meeting in enhancing critical thinking skills and academic performance compared to the conventional teaching method among 216 International Relations undergraduate students on the north coast of Colombia. A t-student test, Welch test, and the Kendall Tau correlation…
Descriptors: Critical Thinking, Models, Inquiry, Active Learning
Parsons, Eric; Koedel, Cory; Tan, Li – Journal of Educational and Behavioral Statistics, 2019
We study the relative performance of two policy-relevant value-added models--a one-step fixed effect model and a two-step aggregated residuals model--using a simulated data set well grounded in the value-added literature. A key feature of our data generating process is that student achievement depends on a continuous measure of economic…
Descriptors: Value Added Models, Economically Disadvantaged, Academic Achievement, Low Income Students
Goldhaber, Dan; Chaplin, Duncan – Mathematica Policy Research, Inc., 2012
In a provocative and influential paper, Jesse Rothstein (2010) finds that standard value-added models (VAMs) suggest implausible future teacher effects on past student achievement, a finding that obviously cannot be viewed as causal. This is the basis of a falsification test (the Rothstein falsification test) that appears to indicate bias in VAM…
Descriptors: Value Added Models, Academic Achievement, Teacher Effectiveness, Correlation
Gu, X.; Blackmore, K. L. – Higher Education Research and Development, 2015
This paper presents the results of a systematic review of agent-based modelling and simulation (ABMS) applications in the higher education (HE) domain. Agent-based modelling is a "bottom-up" modelling paradigm in which system-level behaviour (macro) is modelled through the behaviour of individual local-level agent interactions (micro).…
Descriptors: Simulation, Higher Education, Role, Models
Goldhaber, Dan; Chaplin, Duncan – National Center for Analysis of Longitudinal Data in Education Research, 2012
In a provocative and influential paper, Jesse Rothstein (2010) finds that standard value-added models (VAMs) suggest implausible future teacher effects on past student achievement, a finding that obviously cannot be viewed as causal. This is the basis of a falsification test (the Rothstein falsification test) that appears to indicate bias in VAM…
Descriptors: Teacher Effectiveness, Academic Achievement, Models, Statistical Bias
Klapproth, Florian – Education Policy Analysis Archives, 2015
Two objectives guided this research. First, this study examined how well teachers' tracking decisions contribute to the homogenization of their students' achievements. Second, the study explored whether teachers' tracking decisions would be outperformed in homogenizing the students' achievements by statistical models of tracking decisions. These…
Descriptors: Academic Achievement, Ability Grouping, Secondary Education, Decision Making
Fox, Lindsay – Education Finance and Policy, 2016
Current uses of value-added modeling largely ignore or assume away the potential for teachers to be more effective with one type of student than another or in one subject than another. This paper explores the stability of value-added measures across different subgroups and subjects using administrative data from a large urban school district. For…
Descriptors: Teacher Effectiveness, Outcome Measures, Teacher Improvement, School Statistics
Goldhaber, Dan; Chaplin, Duncan Dunbar – Journal of Research on Educational Effectiveness, 2015
In an influential paper, Jesse Rothstein (2010) shows that standard value-added models (VAMs) suggest implausible and large future teacher effects on past student achievement. This is the basis of a falsification test that "appears" to indicate bias in typical VAM estimates of teacher contributions to student learning on standardized…
Descriptors: Teacher Evaluation, Teacher Effectiveness, Teacher Influence, Models
Sinharay, Sandip – Journal of Educational and Behavioral Statistics, 2015
Person-fit assessment may help the researcher to obtain additional information regarding the answering behavior of persons. Although several researchers examined person fit, there is a lack of research on person-fit assessment for mixed-format tests. In this article, the lz statistic and the ?2 statistic, both of which have been used for tests…
Descriptors: Test Format, Goodness of Fit, Item Response Theory, Bayesian Statistics
Ogawa, Scott Richard – ProQuest LLC, 2013
In Chapter 1 I consider three separate explanations for how price affects the usage rate of a purchased product: Screening, signaling, and sunk-cost bias. I propose an experimental design that disentangles the three effects. Furthermore, in order to quantify and compare these effects I introduce a simple structural model and show that the…
Descriptors: Economics, Models, Student Costs, Teacher Student Ratio
Muñoz, Karla; Noguez, Julieta; Neri, Luis; Mc Kevitt, Paul; Lunney, Tom – Educational Technology & Society, 2016
Game-based Learning (GBL) environments make instruction flexible and interactive. Positive experiences depend on personalization. Student modelling has focused on affect. Three methods are used: (1) recognizing the physiological effects of emotion, (2) reasoning about emotion from its origin and (3) an approach combining 1 and 2. These have proven…
Descriptors: Educational Games, Psychological Patterns, Models, Academic Achievement