ScholarGate
Trợ lý

So sánh phương pháp

Xem các phương pháp đã chọn cạnh nhau; những hàng khác biệt được làm nổi bật.

Multilevel Item Response Theory×Lý thuyết Ứng đáp Câu hỏi (IRT)×
Lĩnh vựcEducationTrắc lượng tâm lý
HọLatent structureLatent structure
Năm ra đời20101952–1968
Người khởi xướngAdams, Wilson & Wu; Fox & Glas; De Boeck & WilsonFrederic M. Lord (and Allan Birnbaum for the 2PL/3PL models)
LoạiItem response models with a multilevel structure on the latent abilityProbabilistic measurement model
Công trình gốcFox, J.-P. (2010). Bayesian Item Response Modeling: Theory and Applications. Springer. DOI ↗Lord, F. M. & Novick, M. R. (1968). Statistical Theories of Mental Test Scores. Addison-Wesley. link ↗
Tên gọi khácMultilevel IRT, MLIRT, Hierarchical IRT, Explanatory Item Response ModelsIRT, latent trait theory, item characteristic curve theory, modern test theory
Liên quan45
Tóm tắtMultilevel item response theory (MLIRT) joins two powerful frameworks: an IRT measurement model that turns item responses into a latent ability, and a multilevel structural model that explains how that ability varies across nested groups such as classrooms, schools, or countries. Instead of first scoring a test and then running a multilevel regression on the scores, MLIRT does both at once, so that measurement error in ability is properly carried into the group-level analysis. It is the rigorous way to study how student and school characteristics relate to a latent trait measured by a test.Item response theory models the probability that a respondent answers an item correctly (or endorses it) as a function of the respondent's latent trait level and the item's own statistical properties — difficulty, discrimination, and guessing. Unlike classical test theory, IRT places persons and items on the same scale, yielding measurement that is sample-independent for items and test-independent for persons.
ScholarGateBộ dữ liệu
  1. v1
  2. 2 Nguồn tài liệu
  3. PUBLISHED
  1. v1
  2. 2 Nguồn tài liệu
  3. PUBLISHED

Đến trang tìm kiếm Tải xuống bản trình chiếu

ScholarGateSo sánh phương pháp: Multilevel Item Response Theory · Item Response Theory. Truy cập ngày 2026-06-25 từ https://scholargate.app/vi/compare