A Solution to the Measurement Problem in the Idiographic Approach Using Computer Adaptive Practicing

作者: Abe Hofman , Brenda Jansen , Susanne de Mooij , Claire Stevenson , Han van der Maas

DOI: 10.3390/JINTELLIGENCE6010014

关键词:

摘要: Molenaar’s manifesto on psychology as idiographic science (Molenaar, 2004) brought the N = 1 times series perspective firmly to attention of developmental scientists. The rich intraindividual variation in complex processes requires study these at level individual. Yet, approach is all but easy practical research. One major limitation collection short interval high quality data processes. In this paper, we present a novel measurement problem. We developed an online practice and monitoring system which now used by thousands Dutch primary school children daily or weekly basis, providing new window cognitive development. will introduce origin instrument, called Math Garden, explain its setup, discuss ways analyze children’s individual pathways.

参考文章(31)
Sanne H.G. van der Ven, Marthe Straatemeier, Brenda R.J. Jansen, Sharon Klinkenberg, Han L.J. van der Maas, Learning multiplication: An integrated analysis of the multiplication ability of primary school children and the difficulty of single digit and multidigit multiplication problems Learning and Individual Differences. ,vol. 43, pp. 48- 62 ,(2015) , 10.1016/J.LINDIF.2015.08.013
Mark H. Ashcraft, Michelle M. Guillaume, Chapter 4 Mathematical Cognition and the Problem Size Effect Psychology of Learning and Motivation. ,vol. 51, pp. 121- 151 ,(2009) , 10.1016/S0079-7421(09)51004-3
John R. Nesselroade, Denis Gerstorf, Sam A. Hardy, Nilam Ram, Ideographic filters for psychological constructs Measurement: Interdisciplinary Research & Perspective. ,vol. 5, pp. 217- 235 ,(2007) , 10.1080/15366360701741807
Z.W. Birnbaum, S.C. Saunders, A new family of life distributions Journal of Applied Probability. ,vol. 6, pp. 319- 327 ,(1969) , 10.2307/3212003
Nina Gierasimczuk, Han L. J. van der Maas, Maartje E. J. Raijmakers, An Analytic Tableaux Model for Deductive Mastermind Empirically Tested with a Massively Used Online Learning System Journal of Logic, Language and Information. ,vol. 22, pp. 297- 314 ,(2013) , 10.1007/S10849-013-9177-5
Robert S. Siegler, Kevin Crowley, The microgenetic method: A direct means for studying cognitive development. American Psychologist. ,vol. 46, pp. 606- 620 ,(1991) , 10.1037/0003-066X.46.6.606
Andrew Gelman, Aleks Jakulin, Maria Grazia Pittau, Yu-Sung Su, A weakly informative default prior distribution for logistic and other regression models The Annals of Applied Statistics. ,vol. 2, pp. 1360- 1383 ,(2008) , 10.1214/08-AOAS191
Brenda R.J. Jansen, Jolien Louwerse, Marthe Straatemeier, Sanne H.G. Van der Ven, Sharon Klinkenberg, Han L.J. Van der Maas, The influence of experiencing success in math on math anxiety, perceived math competence, and math performance Learning and Individual Differences. ,vol. 24, pp. 190- 197 ,(2013) , 10.1016/J.LINDIF.2012.12.014
Theo J. H. M. Eggen, Angela J. Verschoor, Optimal Testing With Easy or Difficult Items in Computerized Adaptive Testing Applied Psychological Measurement. ,vol. 30, pp. 379- 393 ,(2006) , 10.1177/0146621606288890