• Title/Summary/Keyword: psychosocial analysis

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Study of Mental Disorder Schizophrenia, based on Big Data

  • Hye-Sun Lee
    • International Journal of Advanced Culture Technology
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    • v.11 no.4
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    • pp.279-285
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    • 2023
  • This study provides academic implications by considering trends of domestic research regarding therapy for Mental disorder schizophrenia and psychosocial. For the analysis of this study, text mining with the use of R program and social network analysis method have been used and 65 papers have been collected The result of this study is as follows. First, collected data were visualized through analysis of keywords by using word cloud method. Second, keywords such as intervention, schizophrenia, research, patients, program, effect, society, mind, ability, function were recorded with highest frequency resulted from keyword frequency analysis. Third, LDA (latent Dirichlet allocation) topic modeling result showed that classified into 3 keywords: patient, subjects, intervention of psychosocial, efficacy of interventions. Fourth, the social network analysis results derived connectivity, closeness centrality, betweennes centrality. In conclusion, this study presents significant results as it provided basic rehabilitation data for schizophrenia and psychosocial therapy through new research methods by analyzing with big data method by proposing the results through visualization from seeking research trends of schizophrenia and psychosocial therapy through text mining and social network analysis.

The Effectiveness Validation of Psychosocial Risk Management Plans in an Organizational Working Environment Using Logistic Regression Analysis (로지스틱 회귀분석을 이용한 조직 근로환경에서의 심리사회적 위험관리 방안의 효과 검증)

  • Kim, Soo-Yun;Han, Seung-Jo;Lee, Dong-Hyung
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.44 no.2
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    • pp.78-84
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    • 2021
  • In addition to physical risks such as electrical, chemical, and mechanic ones in the workplace, psychosocial risks are also raising as an important issue in recent years in connection with human rights and work-life balance policies. The purpose of this study is to confirm the degree of effect of the psychosocial risk management plan at the workplace on workers through logistic regression analysis. Input data for logistic regression analysis is the results of a survey of 4,558 people conducted by the Institute for Occupational Safety and Health were used. There are 9 independent variables, including the change a workplace and confidential counseling, and the dependent variable is whether the worker feels the effect on the psychosocial risk management plan. As a result of this study, changes in work organization, dispute resolution procedures, provision of education program, notification of the impact of psychosocial risks on safety and health, and the persons in charge of solving psychosocial problems are shown effective in reducing worker's psychosocial risks. This study drives which of the management plans implemented to reduce the psychosocial risk of workers in the workplace are effective, so it can contribute to the development of psychosocial risk management plans in the future.

Causal Perceptions, Coping Patterns and Psychosocial Adaptation in Rheumatoid Arthritis Patients (류마티스 관절염 환자의 원인지각, 대응양상, 사회심리적 적응과의 관계)

  • Jang, Se-Young;Park, Sang-Yeon
    • Journal of muscle and joint health
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    • v.9 no.2
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    • pp.187-202
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    • 2002
  • This study was aim to provide rheumatoid arthritis patients the basic data of development of nursing intervention to help psychosocial adaptation of rheumatoid arthritis patients as exploring the relationship among causal perception, coping pattern, psychosocial adaptation of rheumatoid arthritis. As the results of this study the mean score of causal perception of the subjects was 3.37. The score of the internal-unstable was the highest. which was followed by extra-stable, internal factor, internal-stable, external factor and external-unstable in order among the factor of causal perception. The mean score of coping pattern was 2.64. The type of coping patterns the score of the receptive coping was the highest, which was followed by wishful coping active coping and negative coping in order among the type of coping pattern. The mean score of psychosocial adaptation was 3.28. The subconcept of psychosocial adaptation the score for personal relationship was the highest, which was followed by role function and mental state in order among the psychosocial adaptation. The analysis of the relation among causal perception, coping pattern and psychosocial adaptation showed significant negative correlation between causal perception and psychosocial adaptation(r=-0.3219, P=0.002). The analysis of the relation between the type of coping pattern and psychosocial adaptation showed significant negative correlation between psychosocial adaptation and active coping(r=-0.3210, P=0.002), negative coping(r=-0.2296, P=0.032). Only causal perception(-.36) and period of illness(-.26) effected on the psychosocial adaptation were shown to the negative direction significantly. The psychosocial adaptation was explained the 17% by these two variables. Based on this study results the factor of causal perception and the type of coping pattern of rheumatoid arthritis were shown significant relations between psychosocial adaptation. We suggests that nurses in practice apply to assessing the factor of causal perception of individuals illness and the type of coping patterns when nursing interventions in rheumatoid arthritis patients.

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Developing a Psychosocial Rehabilitation Model for Persons with Chronic Mental Illness (만성정신질환자의 정신사회재활모형 구축)

  • Kim, Hyun-Sook
    • Journal of Korean Academy of Nursing
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    • v.37 no.4
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    • pp.490-500
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    • 2007
  • Purpose: The purpose of this study was to identify factors influencing the outcome of psychosocial rehabilitation for persons with chronic mental illness and to suggest a hypothetical model of psychosocial rehabilitation which is based on the relationship between influencing factors and then to test its fitness empirically. Method: Data was collected from persons with a chronic mental illness using a self-report questionnaire, and from their case managers using an observed rating questionnaire. A total of 220 cases were used in the final analysis, and a hypothetical model was verified through covariance structure analysis using LISREL. Result: 1) The fitness indices of the model were $X^2=133.77$ (df=48, p=.00), GFI=0.93, AGFI=0.87, RMR=2.32, NNFI=0.95 and NFI=0.95. Twelve paths among fifteen proved to be significant. 2) Psychosocial rehabilitation was influenced directly by symptoms, daily living skill and self-concept, and was influenced indirectly by the psychosocial rehabilitation program service. Psychosocial rehabilitation accounted for 32% of variance of these factors. Conclusion: This study is expected to contribute to understanding the psychosocial rehabilitation phenomena. Besides it will provide basic information for developing strategies of bio-psycho-sociological interventions and evaluations in regard to influential factors of psychosocial rehabilitation.

Healthcare Workers' Mental Health in Pandemic Times: The Predict Role of Psychosocial Risks

  • Carla Barros;Pilar Baylina;Ruben Fernandes;Susana Ramalho;Pedro Arezes
    • Safety and Health at Work
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    • v.13 no.4
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    • pp.415-420
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    • 2022
  • Background: Healthcare workers perform an emotionally exhausting daily work activity, making them prone to occupational hazards, namely psychosocial ones. This study aims to assess the impact of psychosocial risk factors on healthcare workers' mental health. Methods: A cross-sectional study was developed between May and June of 2021 with 479 healthcare workers from Portuguese hospitals. The Depression, Anxiety and Stress Scale was used to assess mental health, and psychosocial risks were assessed through the Health and Work Survey - INSAT. Statistical analysis was performed to identify the psychosocial risk factors related to anxiety, depression, and stress. Subsequently, a multiple linear regression was performed to identify the models that better explained psychosocial risk factors' relationship with anxiety, depression, and stress. Results: Data showed a strong exposure to psychosocial risks. Work pace and intensity, work relationships, and emotional demands stood out with higher global average percentages for yes answers to "exposure and discomfort." The analysis of the b values and p-values from the multiple linear regression shows that some cross-sectional psychosocial risks are predictors of anxiety and stress dimensions, and other psychosocial risks differ in the two mental health dimensions. However, it is important to highlight that healthcare workers still showed great joy and pleasure in performing their work activities. Conclusion: Support network development in the work environment is needed to prevent healthcare workers' emotional stress and promote their psychological well-being. Therefore, new research is essential to understand the psychosocial risks that affect healthcare workers and assess the less visible effects of work-health relationships.

A Study of Psychosocial distress, Intention to Quit and Nursing Performance in General Ward Nurses (일반병동간호사의 사회심리적 스트레스, 이직의도와 간호 업무수행)

  • Lee, Seon-Hye;Yoo, In-Young
    • Korean Journal of Occupational Health Nursing
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    • v.19 no.2
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    • pp.236-245
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    • 2010
  • Purpose: The purpose of this study was to examine the relationship of psychosocial distress, intention to quit and nursing performance. Methods: The data were collected through structured questionnaires from 210 registered nurses in a general hospital. They were analyzed by descriptive statistics, t-test, ANOVA, scheffe test, Pearson's correlation coefficient and multiple regression with the SPSS WIN program. Results: The results of the analysis showed that the mean of the psychosocial distress was $25.38{\pm}7.26$, intention to quit was $3.51{\pm}0.78$, and nursing performance was $3.67{\pm}0.46$. In the correlation analysis, the nursing performance had negative correlation with psychosocial distress(r=-.371, p=.000) and intention to quit(r=-.211, p=.002). There were statistically significant differences in nursing performance depending on age, marital status, position and work experience. The psychosocial distress and age explained 15.1% of nursing performance. Conclusion: This study showed psychosocial distress and intention to quit affects the nursing performance. Therefore, nursing executives and unit managers need to concern on the significance of the stress management programs so that these can be organizational support.

Relationship between Job Stress Contents, Psychosocial Factors and Mental Health Status among University Hospital Nurses in Korea (대학병원 간호사의 직무 스트레스 및 사회심리적 요인과 정신건강과의 관련성)

  • Yoon, Hyun-Suk;Cho, Young-Chae
    • Journal of Preventive Medicine and Public Health
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    • v.40 no.5
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    • pp.351-362
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    • 2007
  • Objectives: The present study was intended to assess the mental health of nurses working for university hospitals and to establish which factors determine their mental health. Methods: Self-administered questionnaires were given to 1,486 nurses employed in six participating hospitals located in Daejeon City and Chungnam Province between July 1 st and August 31st, 2006. The questionnaire items included sociodemographic, job-related, and psychosocial factors, with job stress factors (JCQ) as independent variables and indices of mental health status (PWI, SDS and MFS) as dependent variables. For statistical analysis, the Chi-square test was used for categorical variables, with hierarchical multiple regression used for determining the factors effecting mental health. The influence of psychosocial and job-related factors on mental health status was assessed by covariance structure analysis. The statistical significance was set at p<0.05. Results: The factors influencing mental health status among subject nurses included sociodemographic characteristics such as age, number of hours of sleep, number of hours of leisure, and subjective health status; job-related characteristics such as status, job satisfaction, job suitability, stresses such as demands of the job, autonomy, and coworker support; and psychosocial factors such as self-esteem, locus of control and type A behavior patterns. Psychosocial factors had the greatest impact on mental health. Covariance structure analysis determined that psychosocial factors affected job stress levels and mental health status, and that the lower job stress levels were associated with better mental health. Conclusions: Based on the study results, improvement of mental health status among nurses requires the development and application of programs to manage job stress factors and/or psychosocial factors as well as sociodemographic and job-related characteristics.

The relationship between hardiness and psychosocial adjustment of persons with a colostomy (결장루 보유자의 강인성과 사회심리적 적응과의 관계)

  • 이은남
    • Journal of Korean Academy of Nursing
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    • v.21 no.2
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    • pp.218-229
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    • 1991
  • The problem addressed by this study were to explore the effect of hardiness on psychosocial adjustment of persons with a colostomy and to identify factors which influence that psychosocial adjustment. The purpose was to suggest a theoretical base for the planning of supportive nursing interventions to increase the level of adjustment. Among members of the Korea Ostomy Association, 34 subjects who had undergone colostomy from March, 1990 to March, 1991 were selected as the sample. Data were collected from April 8 to May 8, 1991 using a mailed questionnaire. The instruments used for this study were the Health -Related Hardiness Scale(Pollock, 1984) and the Psychosocial Adjustment to illness Scale (Derogatis, 1975). ANOVA, Pearson correlation coefficient and Stepswise Multiple Regression were used for data analysis. The results of the study are summarized as follows. 1. Hardiness was significantly related to psychosocial adjustment(p=0.009). That is, the higher the hardiness, the higher the level of psychosocial adjustment. 2. Among the demographic variables, only economic level was significantly related to the level of psychosocial adjustment. (p=0.005). 3. The important factors influencing the level of psychosocial adjustment of persons with a colostomy were economic level, commitment, challenge (subconcepts of hardiness). Therefore, in order to increase the level of the psychosocial adjustment, it might be helpful to provide them with hardiness training to strengthen their commitment and their challenge.

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The Association between the Psychosocial Well-being Status and Adverse Lipid Profiles in a Rural Korean Community (한 농촌지역 주민들의 사회 심리적 안녕과 이상지질혈증간 관련성)

  • Kim, Chang-Hoon;Kim, Myoung-Hee;Cho, Sung-Il;Nam, Jung-Hyun;Choi, Bo-Youl
    • Journal of Preventive Medicine and Public Health
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    • v.36 no.1
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    • pp.24-32
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    • 2003
  • Objectives : To identify the psychosocial well-being status in a rural community, and examine the association between the psychosocial well-being status and adverse lipid profile. Method : In 2001, we surveyed 575 subjects in Yangpyoung, Kyounggido, including medical examination, fasting-blood sample and questionnaires for the psychosocial well-being status, socioeconomic position and behavioral risk factors. The logistic regression analysis was used to examine explanatory factors of the psychosocial well-being status, and association between the psychosocial well-being status and adverse lipid profiles. Result : The association between the psychosocial well-being status and adverse lipid profiles was not strong. The total cholesterol and triglyceridelevels were associated with psychosocial well-being. The adjusted odds ratio for moderate psychosocial well-being relating to total cholesterol was 1.90 (95%CI, 0.82-4.04), but that for triglyceride was 0.65 (95%CI, 0.36-1.21). The HDL-Cholesterol and LOL-Cholesterol level were not associated with the psychosocial well-being status. Conclusion : The total cholesterol and psychosocial well-being status were weakly associated, but the between the psychosocial well-being status and adverse lipid profiles were not consistent.

Social support and phychosocial distress among white-collar workers (직장인의 스트레스와 사회적 지지의 상관성에 관한 연구)

  • Cha, Bong-Suk;Chang, Sei-Jin;Park, Jong-Ku
    • Journal of Preventive Medicine and Public Health
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    • v.25 no.4 s.40
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    • pp.429-447
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    • 1992
  • The effects and roles of social support and stressors (stressful life events and chronic strains) on psychosocial distress were examined in a model with data from a sample of the white-collar workers (N=416) in Korea. The findings of this study present that mean levels of psychosocial distress were higher in the female, youth, unmarried and divorced, and low economic status (monthly income). The analysis also shows that, as expected, stressful life and chronic strains as stressors are positively related to occurrence of psychosocial distress, and social support is negatively related to psychosocial distress. Further, the contribution of social support to predicting psychosocial distress is greater in magnitude than that of stressful events, chronic strains, and seciodemographic variables. There is no evidence that social support buffers the impacts of stressors on psychosocial distress, rather social support takes a role of mai or direct effects on psychosocial distress. Therefore, the strength of the social support is an important and meaningful strategy to prevent from stress and mental, physical illness.

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