心理学报
心理學報
심이학보
Acta Psychologica Sinica
2012年
11期
1535~1546
,共null页
丁树良 毛萌萌 汪文义 罗芬 CUI Ying
丁樹良 毛萌萌 汪文義 囉芬 CUI Ying
정수량 모맹맹 왕문의 라분 CUI Ying
认知诊断 认知模型 认知诊断测验
認知診斷 認知模型 認知診斷測驗
인지진단 인지모형 인지진단측험
cognitive diagnosis; cognitive model; cognitive diagnostic test
构建正确的认知模型是成功进行认知诊断的关键之一,如果认知诊断测验不能完整准确地代表这个认知模型,这个测验的效度就存在问题。属性及其层级可以表示一个认知模型。在认知模型正确基础上,给出了一个计量公式以衡量认知诊断测验能够多大程度上代表认知模型;对于不止包含一个知识状态的等价类及其形成原因进行了分析,对Cui等人的属性层级相合性指标(HCI)提出修改建议,以更好地探查数据与专家给出的认知模型的一致性。
構建正確的認知模型是成功進行認知診斷的關鍵之一,如果認知診斷測驗不能完整準確地代錶這箇認知模型,這箇測驗的效度就存在問題。屬性及其層級可以錶示一箇認知模型。在認知模型正確基礎上,給齣瞭一箇計量公式以衡量認知診斷測驗能夠多大程度上代錶認知模型;對于不止包含一箇知識狀態的等價類及其形成原因進行瞭分析,對Cui等人的屬性層級相閤性指標(HCI)提齣脩改建議,以更好地探查數據與專傢給齣的認知模型的一緻性。
구건정학적인지모형시성공진행인지진단적관건지일,여과인지진단측험불능완정준학지대표저개인지모형,저개측험적효도취존재문제。속성급기층급가이표시일개인지모형。재인지모형정학기출상,급출료일개계량공식이형량인지진단측험능구다대정도상대표인지모형;대우불지포함일개지식상태적등개류급기형성원인진행료분석,대Cui등인적속성층급상합성지표(HCI)제출수개건의,이경호지탐사수거여전가급출적인지모형적일치성。
Attributes and their hierarchy may present a cognitive model. Building a cognitive model is one of key steps for cognitive diagnosis as it is directly related to the validity and usefulness of test results. It is very important to detect whether the test specification coincides with the cognitive model before administering the test. In this paper, an explicit index is given to measure the extent to which the cognitive model is represented by the test items of the diagnostic test. We call this index as the theoretical construct validity (TCV). In terms of TCV, the test reported by Tatsuoka and her colleagues (1988) is reanalyzed, and the TCV of the test is only 9/24. That is, 24 knowledge states are obtained from the theoretic cognitive model but the test specification could distinguish only 9 knowledge states. Cui and her colleagues established a person fit index named hierarchy consistency index (HCI) to detect the fitness of an examinee's observed response pattern (ORP) to an expected response pattern (ERP). HCI is not defined well when an examinee mastered one attribute only and there is only one item measuring the same attribute in the test, and the examinee responses correctly to the item. The original HCI could not compute for the number of comparisons being zero, hence the denominator being zero. In addition, the HCI includes the slipping only. Combining the slipping and guessing in the response to an item, we proposed a new index called modified HCI (MHCI). MHCI could detect the consistency of the response data and the cognitive model that is obtained by experts.