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題名 Fuzzy item response model: a new approach to generate membership function to score psychological measurement
作者 Wu, Berlin
吳柏林
Yu, Sen-chi
貢獻者 應數系
日期 2009-05
上傳時間 25-Feb-2015 15:34:42 (UTC+8)
摘要 The aim of this study is to propose an new approach, fuzzy item response model (FIRM), which combines item response theory (IRT) and fuzzy set theory, in the educational or psychological measurement. Applying FIRM to improve the predictive validity of psychological measurement is verified. We set up a detailed procedure for the FIRM and apply it to a valuable empirical study with Beck Depression Inventory-II (Chinese version) administrated on outpatient diagnosed as depression was given. The results showed the correct classification of depression based on FIRM scoring was 80.3% while that of raw score was only 73.2%. That is, via FIRM scoring, 7.9% of the erroneous judgments of depression inferred from self-reported inventory were reduced. It is also suggested that considerable cost concerning prevention and cure of depression might be reduced via FIRM.
關聯 Quality and Quantity, 43(3), 381-390
資料類型 article
DOI http://dx.doi.org/10.1007/s11135-007-9114-2
dc.contributor 應數系-
dc.creator (作者) Wu, Berlin-
dc.creator (作者) 吳柏林zh_TW
dc.creator (作者) Yu, Sen-chien_US
dc.date (日期) 2009-05-
dc.date.accessioned 25-Feb-2015 15:34:42 (UTC+8)-
dc.date.available 25-Feb-2015 15:34:42 (UTC+8)-
dc.date.issued (上傳時間) 25-Feb-2015 15:34:42 (UTC+8)-
dc.identifier.uri (URI) http://nccur.lib.nccu.edu.tw/handle/140.119/73524-
dc.description.abstract (摘要) The aim of this study is to propose an new approach, fuzzy item response model (FIRM), which combines item response theory (IRT) and fuzzy set theory, in the educational or psychological measurement. Applying FIRM to improve the predictive validity of psychological measurement is verified. We set up a detailed procedure for the FIRM and apply it to a valuable empirical study with Beck Depression Inventory-II (Chinese version) administrated on outpatient diagnosed as depression was given. The results showed the correct classification of depression based on FIRM scoring was 80.3% while that of raw score was only 73.2%. That is, via FIRM scoring, 7.9% of the erroneous judgments of depression inferred from self-reported inventory were reduced. It is also suggested that considerable cost concerning prevention and cure of depression might be reduced via FIRM.-
dc.format.extent 234488 bytes-
dc.format.mimetype application/pdf-
dc.relation (關聯) Quality and Quantity, 43(3), 381-390-
dc.title (題名) Fuzzy item response model: a new approach to generate membership function to score psychological measurement-
dc.type (資料類型) articleen
dc.identifier.doi (DOI) 10.1007/s11135-007-9114-2en_US
dc.doi.uri (DOI) http://dx.doi.org/10.1007/s11135-007-9114-2en_US