6533b82cfe1ef96bd128fee7

RESEARCH PRODUCT

On the complementarity of holistic and analytic approaches to performance assessment scoring.

Susanne SchmidtRichard J. ShavelsonKlaus BeckOlga Zlatkin-troitschanskaia

subject

AdultPerformance based assessmentEducational measurementHigher educationUniversitiesMachine learningcomputer.software_genreEducationThinkingYoung AdultAcademic PerformanceDevelopmental and Educational PsychologyHumans0501 psychology and cognitive sciencesTest interpretationStudentsRating schemebusiness.industry05 social sciences050301 educationRubricComplementarity (physics)Critical thinkingArtificial intelligenceEducational MeasurementbusinessPsychology0503 educationcomputer050104 developmental & child psychology

description

BACKGROUND A holistic approach to performance assessment recognizes the theoretical complexity of multifaceted critical thinking (CT), a key objective of higher education. However, issues related to reliability, interpretation, and use arise with this approach. AIMS AND METHOD Therefore, we take an analytic approach to scoring students' written responses on a performance assessment. We focus on the complementarity of holistic and analytic approaches and on whether theoretically developed analytical scoring rubrics can produce sub-scores that may measure the 'whole' performance in a holistic assessment. SAMPLE We use data from the Wind Turbines performance assessment, developed in the iPAL project this study where 55 students at a German university participated. RESULTS The (sub)scores generated from the scoring scheme empirically reproduced the theoretically assumed structure of CT, with valid and reliable scores in a three-dimensional model. The proposed interpretation of CT as assessed with a performance assessment and measured by the rating scheme was supported preliminarily. CONCLUSION Our results support the complementarity of holistic and analytic approaches to assessing CT. When combined, they provide interpretable scores for a complex, multifaceted construct useful in diagnostic contexts.

10.1111/bjep.12286https://pubmed.ncbi.nlm.nih.gov/31004361