• 제목/요약/키워드: Stepwise multiple regression analysis

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만성심혈관환자의 스트레스 지각, 대처행위, 건강증진행위 (Perceived Stress, Ways of Coping, and Health Promoting Behavior in Patients with Chronic Cardiovascular Disease)

  • 한금선;박은영
    • 대한간호학회지
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    • 제34권5호
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    • pp.702-711
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    • 2004
  • Purpose: The purpose of this study was to identify the relationship among perceived stress, ways of coping, and health promoting behaviors in patients with chronic cardiovascular disease(CCVD). Method: Data was collected by questionnaires from 436 patients with CCVD in a General Hospital in Seoul. The data was analyzed using descriptive statistics, Pearson correlation coefficients, and stepwise multiple regression. Result: The health promoting behavior showed a significant positive correlation with self-efficacy and social support. Also, the health promoting behavior showed a significant negative correlation with perceived stress and symptoms of stress. The stepwise multiple regression analysis revealed that the most powerful predictor of health promoting behaviors was symptoms of stress. Conclusion: A combination of symptoms of stress, social support, self-efficacy, and perceived stress account for 41% of the variance in health promoting behaviors of patients with CCVD. Data from this study suggest that symptoms of stress, social support, ways of coping, and perceived stress are significant influencing factors on health promoting behaviors of patients with CCVD.

암환자의 고통 영향요인 분석(I) (Factors Influencing Suffering of Patients with Cancer(I))

  • 강경아
    • 대한간호학회지
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    • 제31권4호
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    • pp.561-570
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    • 2001
  • Purpose: This study was conducted to detect the correlations and the main factors influencing depression, life satisfaction, burden, defenition of suffering, meaning of life, and suffering. Method: The samples were composed of 160 cancer patients who were or outpatients of four hospitals in Seoul. The reliability of the 6 instruments was tested with Cronbach's alpha which ranged from .62 to .90. The data was analyzed using a SAS program for descriptive statistics, Pearson correlation coefficients, and stepwise multiple regression. Results: The results were as follows: 1. The scores on the suffering scale ranged from 132 to 40 with a mean of 87.3 (SD 17.5). 2. There were significant correlations between all the predictive variables and even the amounts of suffering (r=.27-.84, p〈.05). 3. Stepwise multiple regression analysis showed that depression was the main predictor of suffering, and accounted for 71.6% of the variance. In addition burden accounted for 4.6% of the variance in suffering. The two variables combined to account for 76.2% of the variance in suffering. Conclusion: In conclusion and depression, burden were identified as important variables in explaining the suffering of patients with cancer.

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여자 간호대학생의 스트레스, 양생(養生)과 주관적 행복감 (Stress, Yangsaeng and Subjective Happiness Among Female Undergraduate Nursing Students in the Republic of Korea)

  • 박혜숙
    • 한국간호교육학회지
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    • 제20권4호
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    • pp.471-481
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    • 2014
  • Purpose: This study investigates the relationship among stress, Yangsaeng and subjective happiness in female undergraduate nursing students in the Republic of Korea. Method: The subjects of this study were 283 female undergraduate nursing students in Korea. Data were collected using a self-reporting questionnaire. Data analysis included descriptive statistics, Pearson's correlation coefficients, independent t-tests, one-way ANOVA, Scheffe test, Stepwise multiple regression and Cronbach's ${\alpha}$. Results: Yangsaeng negatively correlated with stress (r=-.299, p<.001) but positively correlated with subjective happiness (r=.440, p<.001). Stress negatively correlated with subjective happiness (r=-.238, p<.001). Stepwise multiple regression revealed that Yangsaeng and satisfaction with the field of nursing explained 25.4% of subjective happiness. Conclusion: The Yangsaeng oriental health care regimen could lower stress and heighten subjective happiness. Therefore, Yangsaeng could be recommended as a feasible means of promoting health and subjective happiness.

프리셉터의 변혁적 리더십이 신규간호사의 직무만족과 간호전문직태도에 미치는 영향 (Affecting Factors on Job Satisfaction, Nursing Professional Attitudes of New Nurses according to Transformational Leadership)

  • 양남영
    • 간호행정학회지
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    • 제12권2호
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    • pp.305-310
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    • 2006
  • Purpose: This study was to identify affecting factors on job satisfaction, nursing professional attitudes of new nurses according to transformational leadership of preceptors. Method: The subjects were 101 new nurses who were working for the 4 of university hospitals in Seoul, Daejeon and Kyong Ki. This study was conducted from Aug to Oct 2005. The data was collected by questionnaires and were analyzed using descriptive statistics, pearson correlation coefficient, stepwise multiple regression. Result: Transformational leadership of preceptors were significantly correlated between Job satisfaction, nursing professional attitudes of the new nurses. The stepwise multiple regression analysis for job satisfaction, nursing professional attitudes revealed that the most powerful predictor was charisma. Conclusion: The findings indicated that the transformational leadership of preceptors is important for improving job satisfaction, nursing professional attitudes of the new nurses. Therefore it may be necessary further to develop of the leadership training program for effective preceptorship.

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간호학생의 건강증진 행위 및 삶의 질에 영향을 미치는 요인 (A Study of Factors Influencing Health Promoting Behavior and Quality of Life in the Nursing Students)

  • 최희정
    • 한국보건간호학회지
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    • 제14권1호
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    • pp.161-171
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    • 2000
  • The purpose of this study was to investigate the factors influencing health promoting behavior and quality of life in the nursing students, to provide the basic data for health promoting intervention in order to improve quality of life. The subjects of this study were 199 nursing students, living in M city, during the period from May 18 to 25, 1999. The instruments for this study were the health promoting behavior scale developed by Walker et al.(1987), the quality of life scale by Ro(1988), the self efficacy scale by Sherer(1982), the health locus of control scale by Wallston et al. (1978) and the self esteem scale by Rogenberg(1965). The data were analyzed using descriptive statistics, Pearson correlation coefficients, stepwise multiple regression, t-test, ANOVA. The results of this study are as follows; 1. The health promoting behavior showed significant positive correlation with self efficacy, self esteem, internal health locus of control and quality of life. 2. The quality of life showed significant positive correlation with self efficacy, self esteem, internal health locus of control. 3. Stepwise multiple regression analysis revealed that the most powerful predictor of health promoting behavior was self efficacy. A combination of self efficacy, self esteem, health locus of control and quality of life accounted for $41\%$ of the variance in health promoting behavior. 4. Stepwise multiple regression analysis revealed that the most powerful predictor of quality of life was self esteem. A combination of self esteem, self efficacy and health promoting behavior accounted for $40\%$ of the variance in quality of life. Based on the above findings, it is suggested to develop nursing intervention to improve Self Efficacy, Self Esteem of nursing students enhance health promoting lifestyle.

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재가 호스피스환자 가족의 삶의 질과 가족부담과의 관계 (A Study of the Relation between Quality of Life and Family Burden of Home-based Hospice Patient Families)

  • 이은주;김향동
    • 호스피스학술지
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    • 제6권2호
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    • pp.69-78
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    • 2006
  • Purpose: This study was conducted to analysis relationship about quality of life and family burden of the home-based hospice patient families. Method: The subjects consisted of 94 families with home-based hospice patient. The ages of the subjects were 17-73 years with hospice patient who receivedhome visiting care and registered at 4 hospitals in Daegu and Kyung-Buk. The data was collected from March to November 2004. The instruments used for the study were Quality of Life Scale (GLS) and Family Burden Questionnaire (FBQ). The analysis was done using frequency, mean, standard deviation, correlation and stepwise multiple regression with SPSS WIN 11.0. Results: The results were as follows: 1. The mean score of family burden was 3.36 ($\pm0.55$). The highest mean score of family burden 6 factors were wellness of future 3.85($\pm1.10$), and the second was economic family burden 3.63($\pm0.97$). 2. The mean score of quality of life was 3.09 ($\pm0.48$). The lowest score of quality of life 6 factors were economic status 2.86($\pm0.54$), and the second was physical state and function 3.01($\pm0.62$). 3. In the home-based hospice patient families, family burden had significant negative correlation with quality of life(r=-0.25, p=0.012). 4. Emotional status accounted for 11% of family burden in the home-based hospice patient families by means of stepwise multiple regression. 5. Economical status accounted for 18 and age accounted for an additional 11% of quality of life in the home-based hospice patient families by means of stepwise multiple regression. Conclusion: The finding showed that family burden and quality of life of home-based hospice patient families were significantly negative correlation and the highest factor of family burden was wellness of future and the most important factor of quality of life was economic status.

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한국형 파킨슨 환자의 역학적 기능수행지수 개발 (Developing an Biomechanical Functional Performance Index for Parkinson's Disease Patients)

  • Shin, Sunghoon;Han, Byungin;Chung, Chulmin;Lee, Yungon
    • 한국운동역학회지
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    • 제30권1호
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    • pp.83-91
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    • 2020
  • Objective: The study aimed to develop a functional performance index that evaluates the functional performance of Parkinson's patients, i.e., to integrate biomechanical measurements of walking, balance, muscle strength and tremor, and to use multiple linear regression with stepwise methods to identify the most suitable predictors for the progression of disease. Method: A total of 60 subjects were tested for sub-variables of four factors: walking, balance, isometric strength and hand tremors. Potential independet variables were extracted through correlation analysis of the sub-variables and dependent variables, Hoehn & Yahr scale. And then, a stepwise multiple regression analysis using the potential independent variables was performed to identify predictor of Hoehn & Yahr scale. Results: First, the results of the study showed that physical composition and gait had a relatively more correlated with the progression of the disease, compared to balance and hand tremor. Second, Parkinson's functional performance is characterized by dynamic pattern of walking, such as foot clearance and turning angle (TA) of walking, and a high-explained regression model is completed. Conclusion: The study emphasized the importance of walking variables and body composition in minor pathological features compared to Parkinson's patient's balancing ability and hand tremor. Specifically, it revealed that dynamic walking patterns functionally characterize patients. The results are worth considering when assessing functional performance related to the progression of the disease at the site.

중년여성의 건강증진행위, 갱년기증상, 지혜가 건강보존에 미치는 융합적 영향요인 (Converged Influencing Factors of Health Promotion Behaviors, Menopausal Symptoms and Wisdom in the Middle-Aged Women on Health Conservation)

  • 이혜경;신은희;김연경
    • 디지털융복합연구
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    • 제14권11호
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    • pp.597-605
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    • 2016
  • 본 연구는 중년여성의 건강보존에 미치는 융합적 요인들을 확인하고자 시도된 연구이다. 연구대상자는 40세~59세의 중년여성 143명이며 자료수집기간은 2016년 6월 1일부터 6월 25일까지였다. 자료는 기술통계, t-test, ANOVA, Pearson's correlation coefficients, stepwise multiple regression을 이용하여 분석하였다. 건강보존과 건강증진 행위간의 관계를 보면 통계적으로 유의한 상관관계가 있는 것으로 나타났으며(r=.353, p<.001), 갱년기증상(r=-.062, p=.465)과 지혜(r=.120, p=.153)는 건강보존과 상관관계가 없는 것으로 나타났다. 다중회귀분석 결과 건강증진행위는 12.5%(${\beta}=.348$, p<.001), 배우자유무는 3.2%(${\beta}=.181$, p=.021)로 중년여성의 건강보존에 연관성이 있었다. 본 연구는 중년여성의 건강보존 및 증진을 위한 기초자료를 제공했음에 의의가 있다.

유아기 자녀를 둔 어머니의 비합리적 신념과 양육 스트레스와의 관계 (Relationships between Irrational Beliefs and Parenting Stress of Mothers with Early Children)

  • 이희영;시미희
    • 수산해양교육연구
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    • 제23권3호
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    • pp.400-409
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    • 2011
  • The purpose of this study was to investigate the influence of irrational beliefs on parenting stress of mothers with early children. For achieving this purpose, Irrational Belief Test and Parenting Stress Index were administered to 300 mothers with early children in Busan and data from 234 mothers were used for statistical analysis. Collected data were analyzed using Pearson correlation coefficient and stepwise multiple regression analysis. The results of correlational analysis showed that irrational beliefs were positively related to parenting stress. Anxious over-concern factor was related to all parenting stress variables. The results of stepwise regression analysis revealed that 2~4 irrational beliefs significantly influenced parenting stress; sub-factors of parenting stress variable that irrational beliefs had the most effect on was competence factor. Based upon these results, it can be concluded that irrational belief is an important variable which predicts parenting stress of mothers with early children.

노인의 건강증진생활양식에 영향을 미치는 요인 -Pender의 건강증진모형 적용- (A Study of Factors Influencing on Health Promoting Lifestyle in the Elderly - Application of Pender's Health Promotion Model -)

  • 서현미;하양숙
    • 대한간호학회지
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    • 제34권7호
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    • pp.1288-1297
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    • 2004
  • Purpose: The purpose of this study was to investigate the factors influencing health promoting lifestyle in the elderly. Method: The subject of this study was 305 elderly person over the age of 60, living in rural and urban, Korea. For the analysis of collected data, descriptive statistics, t-test, analysis of variance and stepwise multiple regression were used for statistical analysis with SPSS statistical program. Results: The average item score for the health promoting lifestyle was 2.46, The higher score on the subscale was nutrition(2.65). The lowest score on the subscale were physical activity(2,36) and stress management(2,36). General characteristics showing statistically significant difference in health promoting lifestyle were age, residential district, live together spouse, education, religion and pocket money in the elderly. Stepwise multiple regression analysis revealed that the most powerful predictor of health promoting lifestyle in the elderly was prior related behavior(R2=.554). A combination of prior related behavior, perceived benefits of action, perceived self-efficacy, commitment to a plan of action, and interpersonal influences accounted for $64.3\%$ of the variance in health promoting lifestyle in the elderly, Conclusion: The factors influencing on health promoting lifestyle for elderly were prior related behavior, perceived benefits of action, perceived self-efficacy, commitment to a plan of action, and interpersonal influences.