Exploring Multiple Strategic Problem Solving Behaviors in Educational Psychology Research by Using Mixture Cognitive Diagnosis Model [PDF]
Frontiers in Psychology, 2021 A mixture cognitive diagnosis model (CDM), which is called mixture multiple strategy-Deterministic, Inputs, Noisy “and” Gate (MMS-DINA) model, is proposed to investigate individual differences in the selection of response categories in multiple-strategy ...
Jiwei Zhang +4 more
doaj +2 more sources
Automated Test Assembly for Multistage Testing With Cognitive Diagnosis [PDF]
Frontiers in Psychology, 2021 Computer multistage adaptive test (MST) combines the advantages of paper and pencil-based test (P&P) and computer-adaptive test (CAT). As CAT, MST is adaptive based on modules; as P&P, MST can meet the need of test developers to manage test forms
Guiyu Li +5 more
doaj +2 more sources
Empirical research on cognitive diagnosis of scientific argumentation ability based on the DINA model [PDF]
Frontiers in PsychologyThis study focuses on the cognitive diagnosis (CD) of scientific argumentation ability. A hierarchical model of six cognitive attributes was developed by expert cognitive analysis, utilizing the Toulmin Argument Model and SOLO Taxonomy theory.
Lou Baidan, Cui Yi
doaj +2 more sources
Cognitive Diagnosis Modeling Incorporating Item-Level Missing Data Mechanism [PDF]
Frontiers in Psychology, 2020 The aim of cognitive diagnosis is to classify respondents' mastery status of latent attributes from their responses on multiple items. Since respondents may answer some but not all items, item-level missing data often occur.
Na Shan +3 more
doaj +2 more sources
Test Assembly for Cognitive Diagnosis Using Mixed-Integer Linear Programming [PDF]
Frontiers in Psychology, 2021 One purpose of cognitive diagnostic model (CDM) is designed to make inferences about unobserved latent classes based on observed item responses. A heuristic for test construction based on the CDM information index (CDI) proposed by Henson and Douglas ...
Wenyi Wang +4 more
doaj +2 more sources
Cognitive diagnosis of cultural and rural tourism convergence [PDF]
Translational Neuroscience, 2019 Neural networks are widely used in the field of cognitive diagnosis. Cognitive diagnosis can diagnose the subjects’ knowledge of cognitive attributes according to their responses, so as to obtain the specific cognitive status of the subjects and provide ...
Liu Yanjuan
doaj +2 more sources
Probabilistic-Input, Noisy Conjunctive Models for Cognitive Diagnosis [PDF]
Frontiers in Psychology, 2018 Existing cognitive diagnosis models conceptualize attribute mastery status discretely as either mastery or non-mastery. This study proposes a different conceptualization of attribute mastery as a probabilistic concept, i.e., the probability of mastering ...
Peida Zhan +3 more
doaj +2 more sources
Father–Child Interactions in Preschool Children with ASD: A Systematic Review
Brain Sciences, 2021 Studies on parental interaction in the context of ASD has mainly focused on mothers, even if fathers and their children seem to form close and supportive relationships that may have unique effects on child development. Given the impact of ASD symptoms on
Silvia Perzolli +4 more
doaj +1 more source
Brain Sciences, 2021 Background. Autism Spectrum Disorder is often associated with deficits in executive functions (EFs), which is contributing significantly to individuals with ASD’s difficulties in conducting an independent life, particularly considering social skills ...
Angela Pasqualotto +5 more
doaj +1 more source
Estimating Cognitive Diagnosis Models in Small Samples: Bayes Modal Estimation and Monotonic Constraints [PDF]
Applied Psychological Measurement, 2021 Wenchao Ma, Zhehan Jiang
exaly +2 more sources