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

页码：649 / 654

页数：6

共 50 条

[31] Determination of the optimal cutoff point for the suboptimal health status questionnaire: a latent profile analysis [J].

Tong, Lai Kun ;

Au, Mio Leng ;

Liu, Yong Bing ;

Zheng, Mu Rui ;

Fu, Guang Lei ;

Li, Yue Yi .

BMC PUBLIC HEALTH, 2025, 25 (01)

[32] Association of football athlete engagement profiles with adolescent mental health - a latent profile analysis [J].

Huang, Huarui ;

Sha, Xiaoqi ;

Zhong, Chen ;

Ma, Ning ;

Shui, Yizhou .

BMC PUBLIC HEALTH, 2025, 25 (01)

[33] Health-related quality of life in Chinese medical staff: a latent profile analysis [J].

Huang, Jing ;

Zhu, Jianing ;

Ruan, Yifan ;

Zhou, Haitao ;

Guo, Wenjian ;

Dong, Aishu .

FRONTIERS IN PUBLIC HEALTH, 2023, 11

[34] Parenting andsocial-ecologicalcorrelates with children's health behaviours: A latent profile analysis [J].

Fu, Emily ;

Grimm, Kevin J. ;

Berkel, Cady ;

Smith, Justin D. .

PEDIATRIC OBESITY, 2020, 15 (10)

[35] The relationship between adolescent impulsivity, mental health, and internet addiction: a latent profile analysis [J].

Zhao, Gang ;

Wu, Xiaoxue ;

Xiao, Lingrong ;

Liu, Siyan ;

Li, Junru ;

Wu, Hongmei .

PSYCHOLOGY HEALTH & MEDICINE, 2024, 29 (05) :1063-1076

[36] Identifying family personality profiles using latent profile analysis: Relations to happiness and health [J].

Preston, Kathleen Suzanne Johnson ;

Pizano, Netasha K. ;

Garner, Kayla M. ;

Gottfried, Allen W. ;

Gottfried, Adele Eskeles ;

Guerin, Diana Wright ;

Ramos, Michelle C. ;

Cheng, Chia-Hsin Emily ;

Oliver, Pamella H. .

PERSONALITY AND INDIVIDUAL DIFFERENCES, 2022, 189

[37] Clinical phenotyping of septic shock with latent profile analysis: A retrospective multicenter study [J].

Liu, Guanghao ;

Wu, Ruoqiong ;

He, Jun ;

Xu, Yichang ;

Han, Li ;

Yu, Yingying ;

Zhu, Haibo ;

Guo, Yehan ;

Fu, Hao ;

Chen, Ting ;

Zheng, Shixiang ;

Shen, Xiaopei .

JOURNAL OF CRITICAL CARE, 2025, 85

[38] Investigating phubbing behaviors among university students: a latent profile analysis study [J].

Yam, Faruk Caner ;

Demir, Yasin ;

Manap, Abdullah .

BMC PSYCHOLOGY, 2025, 13 (01)

[39] Metacognition as a transdiagnostic factor across eating disorders: a latent profile analysis study [J].

Aloi, Matteo ;

Carcione, Antonino ;

Lo Coco, Gianluca ;

Rania, Marianna ;

Carbone, Elvira Anna ;

de Filippis, Renato ;

Segura-Garcia, Cristina ;

Liuzza, Marco Tullio .

FRONTIERS IN PSYCHOLOGY, 2024, 15

[40] Chatbot Acceptance: A Latent Profile Analysis on Individuals' Trust in Conversational Agents [J].

Mueller, Lea ;

Mattke, Jens ;

Maier, Christian ;

Weitzel, Tim ;

Graser, Heinrich .

PROCEEDINGS OF THE 2019 COMPUTERS AND PEOPLE RESEARCH CONFERENCE (SIGMIS-CPR '19), 2019, :35-42

← 1 2 3 4 5 →