• Title/Summary/Keyword: Hierarchial Multiple Regression

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Predicting Factors of Post-Stroke Depression (뇌졸중 후 우울에 영향을 미치는 요인)

  • Kim, In Ja;Suh, Moon Ja;Kim, Kum Soon;Cho, Nam Ok;Choi, Hee Jung
    • Korean Journal of Adult Nursing
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    • v.12 no.1
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    • pp.147-162
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    • 2000
  • Predicting factors of post-stroke depression were investigated. The subjects were 254 stroke patients who had been discharged and visited regularly the outpatient clinic for follow up care. The influencing factors were classified into five categories : demographic, disease-related, current state, social support, and illness intrusiveness. Sex, age, job, and educational level were defined as the demographic factor. The disease-related factors included stroke type, illness duration, attack frequency, and NIH score. ADL, cognitive function, and social activity were considered as the current state factors. The social support was measured as the perceived amount of social support. Illness intrusiveness means the perceived illness induced life style disruptions. Demographic, disease-related, current state, and social support were hypothesized to directly and indirectly affect post-stroke depression through illness intrusiveness. The illness intrusiveness was hypothesized to directly affect post-stroke depression. The hierarchial multiple regression was used to identify significant factors. The result showed that this model explained 43.3% of variance of post-stroke depression. And the prevalence of post-stroke depression was 38.8%. Among the demographic factors, job was identified as a main contributor to indirectly increase the post-stroke depression. Among the disease-related factors, stroke type, attack frequency, and NIH score were found to indirectly affect the post-stroke depression. Among the current state factors, ADL and social activity indirectly affected the post-stroke depression through illness intrusiveness. Social support and illness intrusiveness were identified to directly affect the post-stroke depression. This study has proved the factors likely to be implicated in the development of post-stroke depression. Based upon these results, it is recommended that the nurses who take care of post-stroke patients consider the risk factors such as social support, illness intrusiveness et al. Also programs which decrease the illness intrusiveness and increase the social support to reduce post-stoke depression recommended to be developed.

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The Convergent Influence of Social Awareness and Health Status on Social Support in Korean Echo Generation (에코세대의 사회인식 및 건강상태가 사회적지지에 미치는 융복합적 영향)

  • Song, Hyo-Jeong;Park, Min-Jeong
    • Journal of Digital Convergence
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    • v.15 no.8
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    • pp.247-256
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    • 2017
  • The purpose of this study was to identify the convergent influence of social awareness and health status on social support in Korean echo generation by using Korea adult psycho-social anxiety survey data. Korea adult psycho-social anxiety survey data were collected from August to September 2015 and included 1,653, who responded to the question regarding social support. The data were analyzed by t-test, chi-square and hierarchial multiple regression using SPSS WIN 23.0 program. The mean score of social support was 19.60. The influencing factors on social support were neighborhood relations, perceived class, euphoria, equality in society, stability in society, self Esteem, communication, and stress, respectively. Therefore, it is necessary to establish strategies to strengthen social support of echo generation. A more careful examination may be warranted.

Factors Affecting the Life Satisfaction of the Mentally Ill People in Mental Care Facilities (시설거주 정신장애인의 삶의 만족에 영향을 미치는 요인)

  • Lee, Sun-Young;Lee, Jeong-Sook
    • Journal of Digital Convergence
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    • v.13 no.3
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    • pp.231-239
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    • 2015
  • The purpose of this study was to identify the factors affecting the life satisfaction of the mentally ill people in mental care facilities. The data were collected by a self-reported questionnaire form 215 mentally ill people in mental care facilities from July 1 to 28, 2014. The instruments for this study were depression, self-esteem, social support, insight and life satisfaction. The data were analyzed using descriptive statistics, t-test, ANOVA, Pearson's correlation coefficients, and hierarchial multiple linear regression with the SPSS/WIN 18.0 program. According to results, the significant factors influencing life satisfaction were social support (${\beta}=.518$, p=.000), go out (${\beta}=.155$, p=.001), self-esteem (${\beta}=.155$, p=.013), depression (${\beta}=-.147$, p=.015), gender (${\beta}=-.125$, p=.011). The study reveals that it is necessary to develop a program that increases social support and self-esteem and decreases depression.

Factors Related to Quality of Life in the Rural Elderly People Affiliated with Long-term Care Insurance Services (일부 농촌지역 장기요양급여노인들의 삶의 질과 관련 요인)

  • Shin, Min-Woo;Kwon, In-Sun;Cho, Young-Chae
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.12 no.2
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    • pp.795-804
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    • 2011
  • This study was performed to determine the levels of quality of life(QOL) according to the grade of long-term care service in the elderly people who affiliated from long-term care insurance, and to reveal its association with socio-demographic characteristics, health status and health related behaviors. The interviews were performed, during the period from March 1st, to May 31th, 2009, to 410 elderlies in rural areas. As a results, the levels of QOL were lower in the group of higher grade of long-term care insurance. In hierarchial multiple regression analysis, the factors influencing on the level QOL were age, Living status, Subjective health status, Bed ridden status, Disability of body, Urinary incontinence, Amnesia and Frequency of going out. Especially, the health status variables were higher related with QOL than other variables.

Moderating Effect of Social Support on the Relationship Between Acculturation Stress and University Adjustment: Focused on Foreign Students Majoring Tourism at Universities in Korea (문화적응 스트레스와 대학생활 적응과의 관계에서 사회적 지지의 조절효과: 관광관련 전공 국내 대학 외국인 유학생을 대상으로)

  • Yoon, Sun Y.
    • Journal of Service Research and Studies
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    • v.5 no.2
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    • pp.177-197
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    • 2015
  • The purpose of this study is to identify the relationship between acculturation stress and university adjustment and moderating role of social support in Foreign students majoring tourism at universities in korea. Data was collected from 250 Foreign students. Then the data and hypotheses were examined using multiple regression analysis and hierarchial regression analysis using SPSS 18.0. The result of this study is as follows. Acculturation stress was negatively related with university adjustment and social support positively moderate the relationship between acculturation stress and university adjustment. Social support is suggested to reduce the negative results of acculturation stress and had a positive direct effect on university adjustment. Findings were this study provide a comprehensive understanding on university adjustment for Foreign students studying in korea. also, acculturation stress, university adjustment and social support were significant variable of institutional attachment. Finally, this study suggested that the university should develop international students program based on cultural difference and more studies are need to identify additional different factors that affect acculturative stress as well as to develop students intervention program for physical and psychological support.

A Study on the Relationship of Infection Control Performance in a Long Term Care Hospital Caregivers (일개 지역 요양병원 간병인의 감염관리수행도 관련성 연구)

  • Hong, Na-Kyung;Kang, Kyung-Ja
    • Journal of Digital Convergence
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    • v.18 no.1
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    • pp.187-198
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    • 2020
  • The purpose of the study is to investigate infection management status of long term care hospitals and infection prevention knowledge of caregivers. This is descriptive study to investigate the factors affecting caregivers' infection control performance in long term care hospitals. The data collection period was from August, 2018, and a total of 197 caregivers from 8 long term care hospitals. The data analysis were done Win SPSS 20.0 with t-test, ANOVA, pearson's correlation coefficient, and hierarchical multiple regression analysis. Infection prevention knowledge was positively correlated with infection control performance (p=<.001). The factors influencing performance in a long term care hospital caregivers were over seventy years old (t=2.50, p=.013), eight-hour working time (t=-2.62, p=.010), nursing staffing First grades (t=2.48, p=.014), and infection prevention knowledge (t=2.96 p=.003), which explained 12.9% (F=6.70 p<.001). In summary, we recommend to develop infection education interventions to improve caregivers' infection control performance in long term care hospitals and to improve of the function in long term care hospitals.

Relationship Between the Psychosocial Factors and Job Stress Among Clerical Public Officers (일부 공무원들의 사회심리적 요인과 직무스트레스와의 관련성)

  • Park, Ho-Jin;Park, Sung-Kyeong;Cho, Young-Chae
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.15 no.9
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    • pp.5610-5620
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    • 2014
  • This study was conducted to determine the levels of job stress, as well as its association with psychosocial factors (type A behavior pattern, locus of control, and self-esteem). Self-administered questionnaires were given to 634 clerical public officers in the C Provincial Office between February 18 and Mar. 10, 2013. As a result, the job stress levels of the subjects was significantly different according to age, sex, educational level, marital status, job position, job career, satisfaction in job life, smoking, alcohol drinking, sleeping time, type A behavior pattern, locus of control, and self-esteem. Regarding the correlation of job stress and psychosocial factors, the level of job demand was negatively correlated with the internal locus of control. The decision latitude was negatively correlated with the type A behavior pattern, internal locus of control and self-esteem. Supervisor support was negatively correlated with the external locus of control. In hierarchial multiple regression analysis, the affecting factors to the job stress selected variables, such as age, subjective health status, job position, overtime work, experience of sick absence, satisfaction in work, sleeping time, leisure time, visiting out-patient department, type A behavior pattern, locus of control, and self-esteem, and the explanatory powers of these factors was 32.1%. In particular, the factors related to the psychosocial factors (type A behavior pattern, locus of control, self-esteem) were strongly related to the job stress, increasing the explanation of factors up to 15.0%.

Relationship Between Depressive Symptoms and Awareness and, Attitude of Suicide in High School Students (고등학생들의 우울과 자살에 대한 인식도 및 태도와의 관련성)

  • Song, Sung-Ho;Kwon, In-Sun
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.13 no.6
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    • pp.2680-2689
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    • 2012
  • This study was aimed at finding out the relationship between the level of depression and the recognition and attitude of suicide and the study was conducted by a structured and self-filling questionnaire survey for 1,114 urban area students and 968 rural area students (totaled 2,082) in K city in the central districts of the country from July 1, 2009 to July 31, 2009. The result of the study showed that the more serious the level of depression, the higher the recognition and level of attitude for suicide was. Suicide attitude had a meaningful relationship with the degree of suicide recognition and the level of depression and the level of suicide recognition was closely connected with the level of depression. The result of the analysis of Hierarchial multiple regression showed the meaningfully related factors that affect the level of depression were sex, major, grade, school life satisfaction, fellowship with schoolmates, departing from girl or boyfriends, the lowest bracket of living standard, subjective health, smoking, financial status of household, a quarrel with parents and attitude of suicide. In particular, variables that are related to the condition of family life have high relationship with the level of depression.

The effects of emotional regulation between clinical practice stress and nursing professionalism in nursing students (간호대학생의 임상실습 스트레스와 간호전문직관과의 관계에서 정서조절력의 효과)

  • Jang, Insun
    • Journal of the Korean Data and Information Science Society
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    • v.27 no.3
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    • pp.749-761
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    • 2016
  • The purpose of this study was to investigate the effects of emotional regulation between clinical practice stress and nursing professionalism in nursing students. Participants were 192 nursing students and data were collected from September to November, 2015. This study has shown that nursing professionalism is negatively associated with clinical practice stress (r=-.40, p<.001) and positively associated with emotional regulation (r=.55, p<.001). In addition, a negative correlation has been found significant between emotional regulation and clinical practice stress (r=-.20, p<.001). In a final model of hierarchial multiple regression, professor support (${\beta}=.19$, p<.01), satisfaction with nursing as a major (${\beta}=.14$, p<.05), clinical practice stress (${\beta}=-.19$, p<.01) and emotional regulation (${\beta}=.32$, p <.001) were associated with nursing professionalism. In this study, we also have shown that emotional regulation does not play a moderating role on the relationship between clinical practice stress and nursing professionalism. The results of this study suggests that, in order to improve nursing professionalism, it is important to promote support system, develop clinical-practice-stress-relief programs, and enhance emotional regulation training for nursing students.

Factors Affecting the Turnover Intention for Radiologic Technologists Working in Private Clinic and University Hospital in Daejeon City, Korea - (병.의원에 근무하는 방사선사들의 이직의사에 관련된 요인 - 대전광역시를 중심으로 -)

  • Kim, Young-Ran;Lee, Tae-Yong;Cheon, Hae-Kyung
    • Journal of radiological science and technology
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    • v.32 no.4
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    • pp.371-380
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    • 2009
  • This study was executed to find out the intensity of turnover intention and its associated factors of radiologic technologists who worked for private clinic and university hospitals in Daejoen. Such variables as social and demographic characteristics, job-related features, job stress, job satisfaction, job performance, organizational commitment and turnover intention were investigated based on the survey of randomly sampled 400 radiologic technologists. The results are summarized as follows. 1. College graduates of private clinic workers were significantly higher than junior college graduates of them in the mean score for turnover intention. And low age groups, unmarried group, no religion group, low job career groups and low income groups of university hospital workers were significantly higher than high age groups, married group, religion group, high job career groups and high income groups of them respectively in the mean score for turnover intention. 2. Private clinic and university hospital workers' low and high groups in the variables of job demand, job control, supervisor support, job satisfaction, organizational commitment showed significant difference in the mean score for turnover intention. specially private clinic workers' low and high groups in the variables of coworker support, job performance showed significant difference in the mean score for turnover intention. 3. A hierarchial multiple regression analysis was conducted to catch the influence of related variables on turnover intention according to private clinic workers and university hospital workers. As a result of the analysis, the higher the degrees of education and job demand were and the lower the degree of job satisfaction was for private clinic workers, the higher the degree of turnover intention was. And the lower the degrees of age, job career, job satisfaction and organizational commitment were for university hospital workers, the higher the degree of turnover intention was. In conclusion, it was found that job demand and job satisfaction for private clinic workers and job satisfaction and organizational commitment for university hospital workers influenced on turnover intention.

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