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LaLonde, Kate; VanDerwall, Rena; Truckenmiller, Adrea J.; Walsh, Meagan – Psychology in the Schools, 2023
The current study used a randomized control trial to evaluate a decision-making model on special education preservice candidates' instructional decision-making and self-reported confidence ratings when analyzing graphed student data. Thirty-two special education preservice candidates viewed authentic curriculum-based measurement (CBM) graphs and…
Descriptors: Decision Making, Models, Special Education, Preservice Teachers
Seftor, Neil; Shannon, Lisa; Wilkerson, Stephanie; Klute, Mary – Regional Educational Laboratory Appalachia, 2021
Classification and Regression Tree (CART) analysis is a statistical modeling approach that uses quantitative data to predict future outcomes by generating decision trees. CART analysis can be useful for educators to inform their decision-making. For example, educators can use a decision tree from a CART analysis to identify students who are most…
Descriptors: Flow Charts, Decision Making, Statistical Analysis, Data Use
Gray, Natallia; Petrova, Olga – Decision Sciences Journal of Innovative Education, 2023
Over the past 20 years, root cause analysis (RCA) has become one of the most widely used retrospective methods for detecting safety hazards in medicine and healthcare. Despite its wide use in management practice and growing popularity in academic research, there is currently a dearth of coverage of RCA in popular healthcare management textbooks…
Descriptors: Health Services, Medicine, Safety, Hazardous Materials
Spencer, Neil H.; Lay, Margaret; Kevan de Lopez, Lindsey – International Journal of Social Research Methodology, 2017
When undertaking quantitative hypothesis testing, social researchers need to decide whether the data with which they are working is suitable for parametric analyses to be used. When considering the relevant assumptions they can examine graphs and summary statistics but the decision making process is subjective and must also take into account the…
Descriptors: Evaluation Methods, Decision Making, Hypothesis Testing, Social Science Research

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