Statistics Education Research Journal · 2012 · 177 citations · 59 references
Mathematics EducationEngineeringStatistical ThinkingStudent LearningLearning SciencesStatistics EducationBiasEducational PsychologyStudent SuccessEducationEccles ’ EvtEducational StatisticsEducational AssessmentStudent OutcomeStatistics AttitudesStatisticsPersuasionSurvey Methodology
People forget what they do not use. But attitudes “stick.” Our article emphasizes the importance of students’ attitudes toward statistics. We examine 15 surveys that purport to assess these attitudes and then describe the Survey of Attitudes Toward Statistics, a commonly used attitude survey. We present our conceptual model of Students’ Attitudes Toward Statistics (SATS-M), which is congruent with Eccles and colleagues’ Expectancy-Value Theory (Eccles’ EVT), as well as others. The SATS-M includes three broad constructs that impact Statistics Course Outcomes: Student Characteristics, Previous Achievement-Related Experiences, and Statistics Attitudes. We briefly describe Eccles’ EVT and other theories that support our SATS-M. We relate findings from research using the SATS to our model and end with implications for statistics education. First published November 2012 at Statistics Education Research Journal: Archives
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Self-efficacy: the exercise of control
Choice Reviews Online · 1997 · 24.4K citations
Self-efficacy Theory, Performance Studies, Self-management +4