Latent profile analysis of social isolation in patients with hematologic malignancy
10.3760/cma.j.cn211501-20231225-01393
- VernacularTitle:恶性血液病患者社会疏离的潜在剖面分析
- Author:
Ruxiang TIAN
1
;
Jiemei LI
;
Fei LU
;
Tongtong ZHANG
;
Wanlu ZHAO
;
Qiuhuan LI
Author Information
1. 山东大学齐鲁医院血液内科，济南 250012
- Keywords:
Hematologic diseases;
Social isolation;
Latent profile analysis;
Root cause analysis
- From:
Chinese Journal of Practical Nursing
2024;40(30):2342-2350
- CountryChina
- Language:Chinese
-
Abstract:
Objective:To explore the latent profile and characteristics of social isolation in patients with hematologic malignancy, and to analyze its related influencing factors, and to provide reference for improving social phobia disorder in different patients and implementing targeted intervention.Methods:This study was a cross-sectional survey. A convenient sampling method was used to select hematologic malignancy patients who were treated in Qilu Hospital of Shandong University from January 2022 to January 2023. General information questionnaire, the General Alienation Scale (GAS), and the Social Support Rating Scale(SSRS) were used for investigation. Latent profile was analyzed using the categories of social isolation in patients with hematologic malignancy, and univariate and multinomial logistic regression analysis were used to analyze relevant influencing factors.Results:A total of 195 survey subjects were included, of which 108 males and 87 females, aged (49.78 ± 13.52) years. The scores of GAS and SSRS were (43.21 ± 6.09) and (42.52 ± 6.77) respectively. The social isolation in patients with hematologic malignancy could be divided into 3 latent profiles, namely low-risk isolation 15.4% (30/195), medium-risk isolation 68.2%(133/195), and high-risk isolation16.4% (32/195). Multinomial Logistic regression analysis showed that age ( OR=0.941, 95% CI 0.894-0.990), percapita monthly income of families ( OR=0.050, 95% CI 0.004-0.657), primary caregivers (parents) ( OR=0.025, 95% CI 0.003-0.227), place of residence (town)( OR=0.170, 95% CI 0.039-0.749), disease type (leukemia) ( OR=15.610, 95% CI 2.973-81.979), disease type(lymphoma) ( OR=10.986, 95% CI 2.032-59.413) were the influencing factors of medium-risk isolation (all P<0.05). Age ( OR=0.933, 95% CI 0.880-0.988), percapita monthly income of families ( OR=0.029, 95% CI 0.002-0.525), primary caregivers (parents) ( OR=0.076, 95% CI 0.006-0.900), disease type (leukemia)( OR=19.257, 95% CI 2.580-143.723), disease type (lymphoma)( OR=9.952, 95% CI 1.290-76.763), social support ( OR=0.877, 95% CI 0.786-0.980) were the influencing factors of high-risk isolation (all P<0.05). Conclusions:The social isolation among patients with hematologic malignancy had apparent classification characteristics. It could be divided into three potential profiles. It is suggested that medical staff should take targeted social and psychological support based on different types of patients, improve their psychological and social outcomes, and utilize existing resources to implement intervention measures to help them adapt and return to society.
