Matthew D Mara
Training future leaders: A qualitative study exploring leadership development in predoctoral dental curricula
Journal of dental education
advance computerbased assessments many process data response times rts action sequences eyetracking data log data collaborative problemsolving cps mouse clickdrag becomes readily available findings previous studies eg peng et al multivariate behavioral research 120 2021 xu british journal mathematical statistical psychology 733 474505 2020 von davier handbook research technology tools realworld skill development pp 750777 igi global 2016 man harring educational psychological measurement 813 441465 2021 suggest substantial relationship humancomputer interactive process information proficiency means process data potentially useful variables psychological educational measurement make full use process data paper aims combine two useful easily available types process data including mouse clickdrag traces response times conventional cognitive diagnostic model cdm better understand individuals response behavior improve classification accuracy existing cdm full bayesian analysis using markov chain monte carlo mcmc employed estimate proposed model parameters viability proposed model investigated empirical data two simulation studies results indicated proposed model combing types process data could improve attribute classification reliability real data analysis also provide improvement item parameters recovery person classification accuracy