File Download

There are no files associated with this item.

  Links for fulltext
     (May Require Subscription)
Supplementary

Article: A sequential cognitive diagnosis model for polytomous responses

TitleA sequential cognitive diagnosis model for polytomous responses
Authors
KeywordsCognitive diagnosis
Issue Date2016
Citation
British Journal of Mathematical and Statistical Psychology, 2016 How to Cite?
Abstract© 2016 The British Psychological Society.This paper proposes a general polytomous cognitive diagnosis model for a special type of graded responses, where item categories are attained in a sequential manner, and associated with some attributes explicitly. To relate categories to attributes, a category-level Q-matrix is used. When the attribute and category association is specified a priori, the proposed model has the flexibility to allow different cognitive processes (e.g., conjunctive, disjunctive) to be modelled at different categories within a single item. This model can be extended for items where categories cannot be explicitly linked to attributes, and for items with unordered categories. The feasibility of the proposed model is examined using simulated data. The proposed model is illustrated using the data from the Trends in International Mathematics and Science Study 2007 assessment.
Persistent Identifierhttp://hdl.handle.net/10722/228253
ISSN
2015 Impact Factor: 3.698
2015 SCImago Journal Rankings: 2.380

 

DC FieldValueLanguage
dc.contributor.authorMa, Wenchao-
dc.contributor.authorde la Torre, Jimmy-
dc.date.accessioned2016-08-01T06:45:34Z-
dc.date.available2016-08-01T06:45:34Z-
dc.date.issued2016-
dc.identifier.citationBritish Journal of Mathematical and Statistical Psychology, 2016-
dc.identifier.issn0007-1102-
dc.identifier.urihttp://hdl.handle.net/10722/228253-
dc.description.abstract© 2016 The British Psychological Society.This paper proposes a general polytomous cognitive diagnosis model for a special type of graded responses, where item categories are attained in a sequential manner, and associated with some attributes explicitly. To relate categories to attributes, a category-level Q-matrix is used. When the attribute and category association is specified a priori, the proposed model has the flexibility to allow different cognitive processes (e.g., conjunctive, disjunctive) to be modelled at different categories within a single item. This model can be extended for items where categories cannot be explicitly linked to attributes, and for items with unordered categories. The feasibility of the proposed model is examined using simulated data. The proposed model is illustrated using the data from the Trends in International Mathematics and Science Study 2007 assessment.-
dc.languageeng-
dc.relation.ispartofBritish Journal of Mathematical and Statistical Psychology-
dc.subjectCognitive diagnosis-
dc.titleA sequential cognitive diagnosis model for polytomous responses-
dc.typeArticle-
dc.description.natureLink_to_subscribed_fulltext-
dc.identifier.doi10.1111/bmsp.12070-
dc.identifier.scopuseid_2-s2.0-84977118052-
dc.identifier.spagenull-
dc.identifier.epagenull-
dc.identifier.eissn2044-8317-

Export via OAI-PMH Interface in XML Formats


OR


Export to Other Non-XML Formats