Latent profile analysis in health research: a case study

被引：0
|
作者：
Marilena, Ianculescu [1 ]
Alexandru, Balog [1 ]
Irina, Cristescu [1 ]
Dragos-Daniel, Iordache [1 ]
Lidia, Bajenaru [1 ]
机构：
[1] Natl Inst Res & Dev Informat, Syst & Applicat Soc, Bucharest, Romania
来源：
2019 22ND INTERNATIONAL CONFERENCE ON CONTROL SYSTEMS AND COMPUTER SCIENCE (CSCS) | 2019年
关键词：
e-health; PROMIS scale; person-centered approach; latent profile analysis; Mplus; OUTCOMES MEASUREMENT;
D O I：
10.1109/CSCS.2019.00117
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
In recent years, quantitative methods and psychometric analyses have been an integral component in the process of developing and evaluating health measurement instruments. The objective of the present study is to demonstrate the potential and usefulness of the person-centered approach in the field of e-health by identifying groups of patients with similar characteristics. Based on a sample of data and using latent profile analysis (LPA) in Mplus 7.4, four profiles (groups) that differ between themselves both quantitatively (level) and qualitative (shape) were identified. A one-way multivariate analysis of variance (MANOVA) showed that there are significant differences between the four profiles.
引用
收藏
页码：649 / 654
页数：6
相关论文
共 50 条
  • [1] The international profile of the firm Application of latent profile analysis to the case of Colombia
    Botero-Pinzon, Luz-Dary
    Casillas, Jose C.
    Valencia-Cardenas, Marisol
    ACADEMIA-REVISTA LATINOAMERICANA DE ADMINISTRACION, 2019, 32 (03): : 392 - 410
  • [2] E-health literacy in stroke patients: Latent profile analysis and influencing factors
    Xue, Menghan
    Wang, Qian
    Wang, Jiajia
    Ge, Song
    Zhang, Zhenxiang
    Mei, Yongxia
    JOURNAL OF ADVANCED NURSING, 2025, 81 (03) : 1388 - 1398
  • [3] Empathy and Mental Health of Preschool Teachers: A Latent Profile Analysis
    Jin, Rong
    Li, Xiangyu
    Huang, Heqing
    PSYCHOLOGY RESEARCH AND BEHAVIOR MANAGEMENT, 2025, 18 : 255 - 269
  • [4] Mental health and individual and organisational outcomes: A latent profile analysis
    Moller, Molandri
    Rothmann, Sebastiaan
    JOURNAL OF PSYCHOLOGY IN AFRICA, 2019, 29 (06) : 535 - 545
  • [5] Bullying Victims' Perceived Social Support and Psychological Health and Prosocial Behavior: A Latent Profile Analysis
    Huang, Yanghua
    Chui, Harold
    JOURNAL OF YOUTH AND ADOLESCENCE, 2024, 53 (07) : 1683 - 1698
  • [6] Mindfulness and physical health among college students: A latent profile analysis
    Jaurequi, Matthew E.
    Love, Hayley
    Taylor, Sarah
    Barnes, Autumn
    JOURNAL OF AMERICAN COLLEGE HEALTH, 2025, 73 (03) : 1146 - 1155
  • [7] Latent profile analysis of adolescent temperament: Relations to happiness and health in adulthood
    Guerin, Diana Wright
    Gottfried, Allen W.
    Preston, Kathleen S. J.
    Gottfried, Adele Eskeles
    Ramos, Michelle C.
    Oliver, Pamella H.
    Cheng, Chia-Hsin Emily
    Riggio, Ronald E.
    JOURNAL OF ADOLESCENCE, 2023, 95 (05) : 933 - 946
  • [8] Characterizing Patterns of Nurses' Daily Sleep Health: a Latent Profile Analysis
    Slavish, Danica C.
    Contractor, Ateka A.
    Dietch, Jessica R.
    Messman, Brett
    Lucke, Heather R.
    Briggs, Madasen
    Thornton, James
    Ruggero, Camilo
    Kelly, Kimberly
    Kohut, Marian
    Taylor, Daniel J.
    INTERNATIONAL JOURNAL OF BEHAVIORAL MEDICINE, 2022, 29 (05) : 648 - 658
  • [9] Perceived stress, coping and mental health of teachers: A latent profile analysis
    Marais-Opperman, Vasti
    van Eeden, Chrizanne
    Rothmann, Sebastiaan
    JOURNAL OF PSYCHOLOGY IN AFRICA, 2021, 31 (01) : 1 - 11
  • [10] Dualfactor Model of Mental Health in Chinese Employees: A Latent Profile Analysis
    Yi Xu
    Sicheng Xiong
    Bin Zhang
    Yun Chen
    Journal of Happiness Studies, 2023, 24 : 2627 - 2645
12345