ERIC Number: ED608072
Record Type: Non-Journal
Publication Date: 2020-Jul
Pages: 7
Abstractor: As Provided
ISBN: N/A
ISSN: N/A
EISSN: N/A
Process Based Analysis on Scientific Inquiry Tasks Using Large-Scale National Assessment Dataset
Gong, Tao; Shuai, Lan; Arslan, Burcu; Jiang, Yang Jiang
International Educational Data Mining Society, Paper presented at the International Conference on Educational Data Mining (EDM) (13th, Online, Jul 10-13, 2020)
This paper investigates differences in students having various scores when designing controlled experiments in two types of scientific inquiry tasks (a fair test and an exhaustive test). We measure temporal features of preparation time and execution time, which reflect respectively the process of question understanding and answer planning and that of executing the control-of-variables strategy in answer formulation. We also measure mean execution time per answering event to reflect the efficiency of answering events. Results show that: in the fair test, the full score students showed less execution time than the lowest score ones; in the exhaustive test, the full score students showed more execution time than the lowest score ones; but in both tests, the high-performing students had less mean execution time than the low-performing ones. These results reveal that despite test differences, students who appropriately apply the control-of-variables strategy in these tests are more goal-directed and efficient in planning and executing response strategies than those who fail to do so. This study provides process-based features and large-scale evidence of scientific inquiry practice in in educational assessment. [For the full proceedings, see ED607784.]
Descriptors: Science Experiments, Time, Inquiry, Scores, High Achievement, Low Achievement, Science Process Skills, National Competency Tests, Science Tests, Grade 8, Grade 12, Middle School Students, High School Students
International Educational Data Mining Society. e-mail: admin@educationaldatamining.org; Web site: http://www.educationaldatamining.org
Publication Type: Speeches/Meeting Papers; Reports - Research
Education Level: Elementary Education; Grade 8; Junior High Schools; Middle Schools; Secondary Education; Grade 12; High Schools
Audience: N/A
Language: English
Sponsor: National Center for Education Statistics (ED)
Authoring Institution: N/A
Identifiers - Assessments and Surveys: National Assessment of Educational Progress
Grant or Contract Numbers: N/A