A conceptual overview of Structural Equation Modeling (SEM) in rehabilitation research

被引:15
|
作者
Merchant, William R. [1 ]
Li, Jian [1 ]
Karpinski, Aryn C. [1 ]
Rumrill, Phillip D., Jr. [2 ]
机构
[1] Kent State Univ, Sch Fdn Leadership & Adm, Kent, OH 44240 USA
[2] Kent State Univ, Sch Lifespan Dev & Educ Sci, Kent, OH 44240 USA
关键词
Structural equation modeling; rehabilitation; CONSUMER-DIRECTED THEORY; FIT INDEXES;
D O I
10.3233/WOR-131633
中图分类号
R1 [预防医学、卫生学];
学科分类号
1004 ; 120402 ;
摘要
Structural Equation Modeling (SEM) is a collection of statistical techniques used to determine the degree to which a proposed theoretical model is supported by data. SEM has been growing in various disciplines as well as in rehabilitation research. It is the goal of this introduction to provide a conceptual overview of SEM. This statistical technique can facilitate a better understanding of large data sets involving theoretical models that have become more frequent in this discipline.
引用
收藏
页码:407 / 415
页数:9
相关论文
共 50 条
  • [1] Structural equation modeling and rehabilitation research
    Peek, MK
    AMERICAN JOURNAL OF PHYSICAL MEDICINE & REHABILITATION, 2000, 79 (03) : 301 - 309
  • [2] Structural equation modeling in rehabilitation counseling research
    Chan, Fong
    Lee, Gloria K.
    Lee, Eun-Jeong
    Kubota, Coleen
    Allen, Chase A.
    REHABILITATION COUNSELING BULLETIN, 2007, 51 (01) : 44 - 57
  • [3] FORMULATING CLINICAL RESEARCH HYPOTHESES AS STRUCTURAL EQUATION MODELS - A CONCEPTUAL OVERVIEW
    HOYLE, RH
    SMITH, GT
    JOURNAL OF CONSULTING AND CLINICAL PSYCHOLOGY, 1994, 62 (03) : 429 - 440
  • [4] Editorial: The use of Structural Equation Modeling (SEM) methods in eating behavior research
    Ansah, Edward Wilson
    Rodriguez, Daniel
    Burnette, C. Blair
    FRONTIERS IN PSYCHOLOGY, 2024, 15
  • [5] The advancement of the built environment research through employment of structural equation modeling (SEM)
    Wasilah, S.
    Fahmyddin, T.
    FRIENDLY CITY 4 FROM RESEARCH TO IMPLEMENTATION FOR BETTER SUSTAINABILITY, 2018, 126
  • [6] SEM: Structural Equation Modeling in Molecular Biology
    Igolkina A.A.
    Samsonova M.G.
    Biophysics, 2018, 63 (2) : 139 - 148
  • [7] Theory building and structural equation modeling (SEM)
    Korotkov, D
    Hannah, TE
    INTERNATIONAL JOURNAL OF PSYCHOLOGY, 1996, 31 (3-4) : 48489 - 48489
  • [8] Structural equation modeling with the sem package in R
    Fox, John
    STRUCTURAL EQUATION MODELING-A MULTIDISCIPLINARY JOURNAL, 2006, 13 (03) : 465 - 486
  • [9] Review of Structural Equation Modeling (SEM) Applications
    Zhang, Ying
    Chen, Xuebo
    Sun, Qiubai
    2013 2ND INTERNATIONAL SYMPOSIUM ON INSTRUMENTATION AND MEASUREMENT, SENSOR NETWORK AND AUTOMATION (IMSNA), 2013, : 211 - 214
  • [10] The potentials of partial least squares structural equation modeling (PLS-SEM) in leisure research
    Kono, Shintaro
    Sato, Mikihiro
    JOURNAL OF LEISURE RESEARCH, 2023, 54 (03) : 309 - 329