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Liyang Sun; Jesse M. Shapiro – Grantee Submission, 2022
Linear panel models featuring unit and time fixed effects appear in many areas of empirical economics. An active literature studies the interpretation of the ordinary least squares estimator of the model, commonly called the two-way fixed effects (TWFE) estimator, in the presence of unmodeled coefficient heterogeneity. We illustrate some…
Descriptors: Statistical Analysis, Computation, Research Design, Economics
Xie, Ying; Coffland, David; Yang, Fangyun – Journal of Computers in Mathematics and Science Teaching, 2012
Multimodal feedback could promote college students' conceptual, procedural and heuristic knowledge learning. This study used an experimental design to investigate the interaction effects of instructor's narrated feedback (with procedural feedback delivered visually and heuristic feedback auditorily) and gender on their post-test performance of a…
Descriptors: Heuristics, Feedback (Response), Control Groups, Research Design
Rose, Roderick A.; Bowen, Gary L. – Social Work Research, 2009
In cluster-randomized trials (CRTs) of social work interventions, groups are assigned to treatment conditions. Conducting a power analysis ensures that enough groups are sampled for testing hypotheses. The power analysis method and inputs must be informed by the hypotheses, effects to be tested, and the data analysis plans. The authors present a…
Descriptors: Research Design, Intervention, Heuristics, Statistical Analysis
Wilson, Sharise Mavis – ProQuest LLC, 2010
The purpose of this project was to explore the decision-making approach and types of data that school psychologists use in determining special education classification. There were three research objectives: (a) to investigate the types of conditions and measures needed to test the use of the representativeness heuristic and assessment data, (b) to…
Descriptors: Research Design, School Psychologists, Heuristics, Difficulty Level
Unstructured Collaboration versus Individual Practice for Complex Problem Solving: A Cautionary Tale
Yetter, Georgette; Gutkin, Terry B.; Saunders, Anita; Galloway, Ann M.; Sobansky, Robin R.; Song, Samuel Y. – Journal of Experimental Education, 2006
The authors used an experimental design to compare the effectiveness of unstructured collaborative practice with individual practice on achievement on a complex well-structured problem-solving task. Participants included postsecondary students (N = 257) from a liberal arts college serving primarily nontraditional students and from 2 state…
Descriptors: State Universities, Statistical Analysis, Research Design, Heuristics