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Jeffrey Matayoshi; Shamya Karumbaiah – Journal of Educational Data Mining, 2024
Various areas of educational research are interested in the transitions between different states--or events--in sequential data, with the goal of understanding the significance of these transitions; one notable example is affect dynamics, which aims to identify important transitions between affective states. Unfortunately, several works have…
Descriptors: Models, Statistical Bias, Data Analysis, Simulation
Bloom, Howard S.; Porter, Kristin E.; Weiss, Michael J.; Raudenbush, Stephen – Society for Research on Educational Effectiveness, 2013
To date, evaluation research and policy analysis have focused mainly on average program impacts and paid little systematic attention to their variation. Recently, the growing number of multi-site randomized trials that are being planned and conducted make it increasingly feasible to study "cross-site" variation in impacts. Important…
Descriptors: Research Methodology, Policy, Evaluation Research, Randomized Controlled Trials
Zhu, Pei; Jacob, Robin; Bloom, Howard; Xu, Zeyu – MDRC, 2011
This paper provides practical guidance for researchers who are designing and analyzing studies that randomize schools--which comprise three levels of clustering (students in classrooms in schools)--to measure intervention effects on student academic outcomes when information on the middle level (classrooms) is missing. This situation arises…
Descriptors: Intervention, Academic Achievement, Research Methodology, Research Design
Passos, Valeria Lima; Berger, Martijn P. F. – Applied Psychological Measurement, 2004
The problem of finding optimal calibration designs for dichotomous item response theory (IRT) models has been extensively studied in the literature. In this study, this problem will be extended to polytomous IRT models. Focus is given to items described by the nominal response model (NRM). The optimizations objective is to minimize the generalized…
Descriptors: Psychological Studies, Item Response Theory, Evaluation Research, Evaluation Methods
Urquiola, Miguel; Verhoogen, Eric – National Bureau of Economic Research, 2007
This paper examines how schools choose class size and how households sort in response to those choices. Focusing on the highly liberalized Chilean education market, we develop a model in which schools are heterogeneous in an underlying productivity parameter, class size is a component of school quality, households are heterogeneous in income and…
Descriptors: Class Size, Private Schools, Income, Family (Sociological Unit)
An Instrument Development Model for Online Surveys in Human Resource Development and Adult Education
Strachota, Elaine M.; Conceicao, Simone C. O.; Schmidt, Steven W. – New Horizons in Adult Education & Human Resource Development, 2006
This article describes the use of a schematic model for developing and distributing online surveys. Two empirical studies that developed and implemented online surveys to collect data to measure satisfaction in various aspects of human resource development and adult education exemplify the use of the model to conduct online survey research. The…
Descriptors: Adult Education, Research Methodology, Human Resources, Online Surveys
Plewis, Ian; Preston, John – 2001
This document presents the key principles underpinning effective evaluations as applied to policy initiatives in the field of lifelong learning (LL) and the various methods available to implement them. The following are among the topics discussed in Chapters 1-6: (1) the distinction between monitoring, modeling, and evaluation and considerations…
Descriptors: Adult Education, Adult Learning, Case Studies, Cost Effectiveness
Billig, Shelley H., Ed.; Furco, Andrew, Ed. – 2002
This document contains 11 papers on researching service learning through a multidisciplinary lens. The following papers are included: "Introduction" (Shelley H. Billig, Andrew Furco); "Stretching to Meet the Challenge: Improving the Quality of Research to Improve the Quality of Service-Learning" (Janet Eyler);…
Descriptors: Academic Education, Attitude Change, Attitude Measures, Behavior Change