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Jordan Rickles; Martyna Citkowicz; Megha Joshi; Mark Lachowicz; Robert Nathenson – Society for Research on Educational Effectiveness, 2022
Background: Over the past 20 years, much has been written about the merits and limitations of matching methods, particularly propensity score matching (see, e.g., Stuart, 2010 for a review of matching approaches), and the myriad ways matching can be implemented to identify a comparison group that is similar to the treatment group on observable…
Descriptors: Observation, Research Design, Educational Research, Comparative Analysis
Coffman, Donna L. – Structural Equation Modeling: A Multidisciplinary Journal, 2011
Mediation is usually assessed by a regression-based or structural equation modeling (SEM) approach that we refer to as the classical approach. This approach relies on the assumption that there are no confounders that influence both the mediator, "M", and the outcome, "Y". This assumption holds if individuals are randomly…
Descriptors: Structural Equation Models, Simulation, Regression (Statistics), Probability
van Ginkel, Joost R.; van der Ark, L. Andries; Sijtsma, Klaas – Multivariate Behavioral Research, 2007
The performance of five simple multiple imputation methods for dealing with missing data were compared. In addition, random imputation and multivariate normal imputation were used as lower and upper benchmark, respectively. Test data were simulated and item scores were deleted such that they were either missing completely at random, missing at…
Descriptors: Evaluation Methods, Psychometrics, Item Response Theory, Scores
Moore, Joi L., Ed.; Benson, Angela D., Ed. – InTech, 2012
This book, written by authors representing 12 countries and five continents, is a collection of international perspectives on distance learning and distance learning implementations in higher education. The perspectives are presented in the form of practical case studies of distance learning implementations, research studies on teaching and…
Descriptors: Foreign Countries, Distance Education, Instructional Design, Educational Technology

O'Connor, John – Information Processing and Management, 1986
Explains an experiment in text-searching retrieval for cancer questions which developed and used computer procedures (via human simulation) to select search words from medical dictionaries. This study is based on an earlier one in which search words were humanly selected, and the recall results of the two studies are compared. (Author/LRW)
Descriptors: Cancer, Comparative Analysis, Data Processing, Dictionaries

Simmons, Deborah Anne – Journal of Environmental Education, 1984
Compared the effectiveness of presenting information on hazardous waste management alternatives during two one-day workshops (on-site visit and simulated slide visit) by using pretest, posttest, and follow-up attitude and comprehension questionnaires. Conclusions and recommendations are presented. (Author/BC)
Descriptors: Administration, Attitude Change, Community Involvement, Comparative Analysis

Powers, William T. – American Behavioral Scientist, 1990
Contrasts modeling methods in control theory to the methods of statistical generalizations in empirical studies of human or animal behavior. Presents a computer simulation that predicts behavior based on variables (effort and rewards) determined by the invariable (desired reward). Argues that control theory methods better reflect relationships to…
Descriptors: Behavior, Causal Models, Comparative Analysis, Computer Simulation
Chevalaz, Gerard M.; Tatsuoka, Kikumi K. – 1983
Two order theoretic techniques were presented and compared. Ordering theory of Krus and Bart (1974) and an extended Takeya's item relational structure analysis (IRS) by Tatsuoka and Tatsuoka (1981) were used to extract the hierarchical item structure from three datasets. Directed graphs were constructed and both methods were assessed as to how…
Descriptors: Comparative Analysis, Computer Simulation, Instructional Design, Item Analysis
Thayer, Jerome D. – 1986
The stepwise regression method of selecting predictors for computer assisted multiple regression analysis was compared with forward, backward, and best subsets regression, using 16 data sets. The results indicated the stepwise method was preferred because of its practical nature, when the models chosen by different selection methods were similar…
Descriptors: Comparative Analysis, Computer Simulation, Mathematical Models, Multiple Regression Analysis

Cooper, David; Lynch, Michael F. – Information Processing and Management, 1984
Suggests new method of external distribution called tree partitioning that involves use of binary tree to split incoming file into successively smaller partitions for internal sorting. Number of disc accesses during a tree-partitioning sort were calculated in simulation using files extracted from British National Bibliography catalog files. (19…
Descriptors: Classification, Comparative Analysis, Computer Software, Data Processing
Barnett, Terry – Simulation/Games for Learning, 1984
Discussion of difficulties in evaluating simulations and games as teaching techniques includes range of claims made for the techniques; variety available; lack of specificity of technique objectives at design stage; limitations of objective-oriented research; inherent difficulties of comparative evaluation against alternative techniques; and…
Descriptors: Comparative Analysis, Design, Educational Games, Evaluation Methods

Hasell, Mary Joyce – Simulation and Games, 1987
Reviews two case studies which evaluate the use of gaming/simulation as a participatory method for including users in the design of community projects. Questionnaires and interviews are used to compare visual gaming methods with verbal discussion methods in designing an activity center for handicapped residents and a community garden project. (LRW)
Descriptors: Case Studies, Citizen Participation, Community Programs, Comparative Analysis

Cunningham, J. Barton – Simulation and Games, 1984
Clarifies appropriateness of certain simulation approaches by distinguishing between different types of simulations--experimental, predictive, evaluative, and educational--on the basis of purpose, assumptions, procedures, and criteria for evaluating. The kinds of questions each type best responds to are discussed. (65 references) (MBR)
Descriptors: Classification, Comparative Analysis, Design Requirements, Educational Games
Cope, Ronald T. – 1986
Comparisons were made of three Angoff Design V linear equating methods (two forms equated to a common test, two forms predicted by a common test, or two forms used to predict a common test) and Tucker's and R. Levine's linear methods, under common item linear equating with non-equivalent populations. Forms of a professional certification test…
Descriptors: Certification, Comparative Analysis, Equated Scores, Higher Education
Edwards, Bernell J. – 1986
This report documents an experiment to determine the training effectiveness of a microcomputer-based avionics system trainer as a cost-effective alternative to training in the actual aircraft. Participants--26 operationally qualified C-141 pilots with no prior knowledge of the Fuel Saving Advisory System (FSAS), a computerized fuel management…
Descriptors: Aircraft Pilots, Aviation Technology, Comparative Analysis, Computer Assisted Instruction
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