TY - GEN
T1 - Direct and Constructivist Instructional Design
T2 - 4th International Symposium on Human Mental Workload: Models and Applications, H-WORKLOAD 2020
AU - Orru, Giuliano
AU - Longo, Luca
N1 - Publisher Copyright:
© 2020, Springer Nature Switzerland AG.
PY - 2020
Y1 - 2020
N2 - Cognitive Load Theory is based upon the assumption that working memory can process only explicit and direct instructions. Therefore, it is believed that inquiries techniques, not employing explicit instructional methods for teaching, are set to fail. This paper aims to fill this gap by extending the traditional direct instruction teaching method, with a highly guided inquiry activity and comparing their efficiency. In detail, the efficiency of the former is expected to be lower than the efficiency of the latter hybrid method. The likelihood model of efficiency, originally based upon a unidimensional subjective measure of effort and an objective measure of performance, was originally applied and extended with a multidimensional measure of cognitive load. Empirical evidence partially supports the above hypothesis but reveals some limitations of the traditional statistical tools applied to group comparisons of small sample size, often the case in higher educational settings. This suggests that future scholars should dedicate effort on the identification and application of statistical methods for the analysis of the efficiency of instructional conditions in small sample-size groups.
AB - Cognitive Load Theory is based upon the assumption that working memory can process only explicit and direct instructions. Therefore, it is believed that inquiries techniques, not employing explicit instructional methods for teaching, are set to fail. This paper aims to fill this gap by extending the traditional direct instruction teaching method, with a highly guided inquiry activity and comparing their efficiency. In detail, the efficiency of the former is expected to be lower than the efficiency of the latter hybrid method. The likelihood model of efficiency, originally based upon a unidimensional subjective measure of effort and an objective measure of performance, was originally applied and extended with a multidimensional measure of cognitive load. Empirical evidence partially supports the above hypothesis but reveals some limitations of the traditional statistical tools applied to group comparisons of small sample size, often the case in higher educational settings. This suggests that future scholars should dedicate effort on the identification and application of statistical methods for the analysis of the efficiency of instructional conditions in small sample-size groups.
KW - Cognitive load theory
KW - Direct instruction methods
KW - Efficiency
KW - Inquiry methods
KW - Mental workload
UR - https://www.scopus.com/pages/publications/85097600726
U2 - 10.1007/978-3-030-62302-9_7
DO - 10.1007/978-3-030-62302-9_7
M3 - Conference contribution
AN - SCOPUS:85097600726
SN - 9783030623012
T3 - Communications in Computer and Information Science
SP - 99
EP - 123
BT - Human Mental Workload
A2 - Longo, Luca
A2 - Leva, Maria Chiara
PB - Springer Science and Business Media Deutschland GmbH
Y2 - 3 December 2020 through 5 December 2020
ER -