TY - JOUR
T1 - On the value of data-based decision making in education
T2 - The evidence from six intervention studies
AU - Visscher, Adrie J.
N1 - Elsevier deal
PY - 2021/6/1
Y1 - 2021/6/1
N2 - Although some studies have investigated the impact of data-based decision making (DBDM) on student achievement, the overall findings are not straightforward, because of the studies’ methodological flaws and their mixed results. This article first presents a breakdown of the DBDM concept as applied in the Dutch context. Next, it explains the theoretical foundations of DBDM in feedback and goal-setting theory and then discusses various factors influencing DBDM effectiveness. The results of six Dutch DBDM interventions with an explicit focus on student achievement effects of DBDM and with strong research designs are then presented. Significant positive effects on student performance as measured by means of standardized tests are reported for four interventions. The interpretation of student progress data from student monitoring systems does not seem to be problematic for teachers, if they are deliberately trained for it, but teachers do find it difficult to translate student progress data into tailor-made instruction.
AB - Although some studies have investigated the impact of data-based decision making (DBDM) on student achievement, the overall findings are not straightforward, because of the studies’ methodological flaws and their mixed results. This article first presents a breakdown of the DBDM concept as applied in the Dutch context. Next, it explains the theoretical foundations of DBDM in feedback and goal-setting theory and then discusses various factors influencing DBDM effectiveness. The results of six Dutch DBDM interventions with an explicit focus on student achievement effects of DBDM and with strong research designs are then presented. Significant positive effects on student performance as measured by means of standardized tests are reported for four interventions. The interpretation of student progress data from student monitoring systems does not seem to be problematic for teachers, if they are deliberately trained for it, but teachers do find it difficult to translate student progress data into tailor-made instruction.
KW - UT-Hybrid-D
KW - Effectiveness
KW - Evaluation
KW - Intervention
KW - Professional development
KW - Data-based decision making
UR - http://www.scopus.com/inward/record.url?scp=85087984559&partnerID=8YFLogxK
U2 - 10.1016/j.stueduc.2020.100899
DO - 10.1016/j.stueduc.2020.100899
M3 - Article
AN - SCOPUS:85087984559
SN - 0191-491X
VL - 69
JO - Studies in educational evaluation
JF - Studies in educational evaluation
M1 - 100899
ER -