• Title/Summary/Keyword: SPSS statistics(regression analysis)

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Factors Affecting Health-related Quality of Life in Women Undergraduates (여대생의 건강 관련 삶의 질 영향 요인)

  • Cha, Bo-Kyoung
    • Journal of Korean Academy of Fundamentals of Nursing
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    • v.20 no.4
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    • pp.400-409
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    • 2013
  • Purpose: This study was conducted to define factors influencing health-related quality of life (HRQOL) in women undergraduates. Independent variables of physical activity, attitude to eating, satisfaction with body shape, stress and self-esteem were used to predict HRQOL. Method: Data were analyzed using the SPSS/WIN 20.0 program for descriptive statistics, Pearson correlation coefficients and stepwise multiple regression. Participants were 245 women undergraduates who were recruited from July to September 2012. Result: The mean for the physical component summary (PCS) of HRQOL was 73.89, and for the mental component summary (MCS) was 68.45. There were significant correlations between attitude to eating, satisfaction with body shape, stress, self-esteem and the two components of HRQOL. The groups with minimal or health enhancing activity were significantly higher in PCS and MCS than the inactivity group. Stepwise multiple regression analysis indicated that 35% of the variance in PCS was significantly accounted for by self-esteem, perceived stress, attitude to eating, and physical activity, and 45% of the variance in MCS was significantly accounted for by perceived stress, self-esteem, attitude to eating, and satisfaction with body shape. Conclusion: The results indicate that these factors influencing HRQOL should be considered when developing programs to improve HRQOL for women undergraduates.

Factors Influencing Attitude to Menstruation in Elementary School Girls according to the Presence of Menarche (초경유무에 따른 초등학생의 월경태도 관련요인)

  • Cho, Hun Ha;Moon, So-Hyun
    • Women's Health Nursing
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    • v.18 no.4
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    • pp.302-311
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    • 2012
  • Purpose: The purpose of this study was to examine factors related to attitudes to menstruation in elementary school girls according to menarche experience. Methods: Data were collected using a structured questionnaire from 208 girls in 5th or 6th grade (90 who were menarche and 118 who were not). The study was a cross-sectional study. Data were analyzed using SPSS/WIN 18.0 program for descriptive statistics, t-test, ANOVA, Pearson correlation, and multiple regression. Results: There were significant differences in body image, menstrual knowledge and attitude between the two groups of students. Results from the multiple regression analysis revealed difference in related factors and in the magnitude of the relationship evaluated by standardized beta coefficients. Significant factors, listed by the magnitude of beta coefficients, among students in menarche were positive affect of menarche, self-oriented perfectionism-critical, negative affect of menarche. Significant factors among non-menarche students were menstrual knowledge and self-oriented perfectionism-critical. Conclusion: There are differences between menarche and non-menarche girls in attitude to menstruation and related factors. Based on the results of the present study, systemic health education according to differences between the two groups should be developed to foster positive attitudes to menstruation.

Undergraduate Students' Sexual Behavior and Influencing Factors : An Analysis based on the Theory of Planned Behavior (계획된 행위 이론에 근거한 대학생의 성행동 영향요인 분석)

  • Lee, Shin Hwa;Chon, Mi Young
    • Korean Journal of Adult Nursing
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    • v.18 no.4
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    • pp.553-563
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    • 2006
  • Purpose: This study was conducted, on the basis of the Theory of Planned Behavior to analyze factors influencing on undergraduate students' sexual behavior and to provide basic guidelines for the intervention of promoting sex education in school. Method: The participants of this study consisted of 284 under-graduate students at 3 colleges and 3 universities in Seoul. SPSS 10.0 win program was used and descriptive statistics, t-test, ANOVA, Pearson correlation, multiple regression and logistic regression were used to evaluate the influencing factors on undergraduate students' sexual behavior. Results: The results of this study can be summarized as follows; For undergraduate students, perceived behavioral control, and attitude of sexual behavior could explain 43% of the variance in intention of sexual behavior. However, subjective norm didn't influence sexual behavioral intention. For undergraduate students, perceived behavioral control, sexual behavioral intention were factors influencing sexual behavior, and these factors could explain 43% of the variance in sexual behavior. Conclusion: In conclusion, the interventive sex education that is upright and healthy will be needed to strengthen perceived behavioral control and sexual behavioral intention as influencing factors on sexual behavior in adolescent and young adults.

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Factors Related to Fatigue in Breast Cancer Patients Receiving Chemotherapy (항암 화학요법을 받는 유방암 환자의 피로 관련요인)

  • Kwon, Young Eun
    • Korean Journal of Adult Nursing
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    • v.17 no.2
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    • pp.310-319
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    • 2005
  • Purpose: The purpose of the study is to investigate the degree of fatigue and its related factors in patients with breast cancer. Method: The subjects of this study consisted of 62 breast cancer patients receiving chemotherapy. The Revised Piper Fatigue Scale, Disruption of Usual Activity Scale, Linear Analogue Self Assessment Scale and Self-Care Diary Scale were employed to measure fatigue, disruption of usual activity, mood state and physical symptom respectively. Collected data were analyzed using SPSS-PC to obtain summary statistics for the descriptive analysis, Pearson Correlation, and Stepwise Multiple Regression. Result: The results are as follows. 1. The mean score of the degree of fatigue was 4.82 points indicating moderate level. 2. The mean score of the degree of disruption of usual activity, mood state and physical symptom were 2.66, 5.00, and 4.69 points. 3. Fatigue of the subjects was significantly correlated with disruption of usual activity(r=.517, p<.01), mood state(r=.420, p<.01) and physical symptom(r=.463, p<.01). 4. With the result of stepwise multiple regression, disruption of usual activity, mood state and physical symptom being the three variables which could explain fatigue by 39.1%. The results of this study suggest that comprehensive intervention strategy for fatigue should be developed to maintain quality of life during and following chemotherapy considering these factors.

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A Study on the Burden, Health Status and Well-being in Spouse Caregivers of Patients with Stroke (뇌졸중환자 배우자의 부담감과 건강상태, 안녕 간의 관계 연구)

  • Ahn, Soo Yeon;Kwon, Young Eun;Hong, Jeong Ju
    • Korean Journal of Adult Nursing
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    • v.17 no.2
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    • pp.287-297
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    • 2005
  • Purpose: The purpose of the study is to investigate the correlation between burden, health status and well-being in spouse caregivers of patients with stroke. Method: The subjects of this study were 160 spouse caregivers registered at general hospital in Seoul and Seongnam. The data were collected from July 2th to October 30th, 2003. The Suh & Oh's burden scale, Yang's health status scale and Park's well-being scale were employed to measure burden, health status and wellbeing respectively. Collected data were analyzed using SPSS 12 version to obtain summary statistics for the descriptive analysis, Pearson Correlation, and Stepwise Multiple Regression. Results: 1. The mean score of the degree of burden, health status and well-being were 3.52, 5.92 and 3.64 points. 2. The burden of the subjects were significantly negative correlated with psychological health status(r=-.482. p<.01) and wellbeing(r=-.455, p<.01). 3. With the result of stepwise multiple regression, psychological health status and wellbeing were the main variables which could explain burden by 27.1%. Conclusion: The findings of this study will provide practical guidelines for developing emotional nursing interventions for the spouses taking care of CVA patients who would experience a heavy burden and distress.

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A Study on Relationship between Health Locus of Control and Health Promoting Behavior of College Women (여대생의 건강통제위와 건강증진행위)

  • Shin, Hye-Sook
    • Women's Health Nursing
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    • v.3 no.2
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    • pp.224-237
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    • 1997
  • The purpose of this study was to identify relationship between Health Locus of Control and Health Promoting Behavior. The subjects of the study were 333 college women at D University in Seoul. The tools used for this study were Health Locus of Control developed Wallston et al(1978) (by modified Lee, 1994), Health Promoting Behavior Scale developed by Walker et al(1987) were modified by researcher. The descriptive-correlational study were analyzed by descriptive statistics, t-test, ANOVA, Pearson Correlation Coefficient, Stepwise Multiple Regression using SPSS/PC+ program. The results were as follows : 1. Hypotheses 1 that higher the score of internal health locus of control, the higher the score of the level of health promoting behavior was supported(r=.4951, p<.001). Hypotheses 2 that the higher the score of chance health locus of control, the lower the score of the level of health promoting behavior was supported(r=-.3383, p<.001). 2. By means of multiple regression analysis, health locus of control provided explained 24.5% of health promoting behavior. 3. General Characteristic variables significantly related to the health promoting behavior were a major field of study, experience in learning health education.

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Homebound status and Related Factors According to Age in Female Elders in the Community (지역사회 재가 여성노인의 칩거와 영향 요인)

  • Choi, Kyung-Won;Park, Eun-A;Lee, In-Sook
    • Journal of Korean Academy of Nursing
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    • v.42 no.2
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    • pp.291-301
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    • 2012
  • Purpose: The purpose of this study was to investigate homebound status and significant related factors for community-dwelling female elders according to age. Methods: The participants were female elders over 65 years of age registered in public health centers. Data were collected by interviewing the elders, who voluntarily completed the entire survey. For data analysis, descriptive statistics and multiple logistic regression were performed using SPSS version 18.0. Results: There were statistically significant differences in homeboundness and related factors between the young-old (65 to 74 years of age) and the old-old (75 years of age or older). The level of homeboundness of the old-old was higher than that of the young-old. Multiple logistic regression showed, timed "up and go", depression, and fear of falling as significantly associated with homebound status of the young-old, while hand grip strength (right), timed "up and go", static balance ability, severity of urinary incontinence, and fear of falling as significant for the old-old. Conclusion: The findings of this study indicate that homebound status and related factors for elders are different according to age, and therefore, interventions to prevent and help homebound elders get over being homebound should be developed according to age.

A Study on the Relationship between Primary Dysmenorrhea and Pulse Energy Measured by 3D Blood Pressure Pulse Analyzer (원발성 월경곤란증과 맥의 관련성 연구)

  • Lee, Ji-Yeon;Yoon, Young-Jin
    • The Journal of Korean Obstetrics and Gynecology
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    • v.28 no.4
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    • pp.31-45
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    • 2015
  • Objectives : The purpose of this study is to examine the relationship between the symptoms of primary dysmenorrhea and pulse energy of Chon, Gwan and Cheok. Methods The subjects of this study who had certain range of dysmenorrhea symptom. The degree of dysmenorrhea were assessed by Visual Analog Scale (VAS), Multidimensional Verbal Rating Scale (MVRS), Cox Menstrual Symptom Scale (CMSS) and measured by 3D Blood Pressure Pulse Analyzer(3D-MAC) tests at menstruation start date. Data analysis included descriptive statistics and multiple linear regression using the SPSS/WIN 18.0 program. Results : The induced results are as follows;The induced results are as follows 1. There were no significant relationship between the pulse energy and the sum values of VAS, MVRS and checking part of severity of CMSS. 2. The frequency domain of CMSS were significantly associated with pulse energy. 3. In linear regression models, the model of Left Chon had the especially highest value of explanatory power. (R 2 = 0.517) Conclusions : The pulse energy changes are related to the symptoms of primary dysmenorrhea.

A Study on Knowledge and Attitude about Breast Self Examination and the Ability and Practice among Adult Women (일부 성인여성의 유방자가검진에 대한 지식, 태도 및 검진능력에 관한 연구)

  • 성미혜
    • Korean Journal of Health Education and Promotion
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    • v.21 no.2
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    • pp.187-198
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    • 2004
  • The purpose of this study was to investigate knowledge, attitudes and the ability of women toward breast self-examination and to identify factors that may influence the ability of breast examination. The subjects for this study were 105 women in a community health center located in Busan. Data was collected during the period from September I to 20, 2002 by means of a structured questionnaire. The data was analyzed using the SPSS WIN 10.0 program and included descriptive statistics, Pearson correlation coefficient and stepwise multiple regression. The results of study are as follows: 1. The mean knowledge score for the total sample was 9.62 and the mean attitude score was 62.95. The mean self- practice score was 5.79. 2. Women's knowledge about breast self-examination was significantly related to attitudes and the ability of women toward breast self-examination (p<0.05). 3. The ability of women toward breast self-examination was significantly related to attitudes about breast self-examination (p<0.05). 4. According to the results of stepwise multiple regression analysis, factors affecting women's ability of breast self-examination were practice of breast self-examination and level of education and explained 19.7% of variance. From the results of this study it can be said that women need to be taught proper breast self-examination so that they can become more proficient in detecting breast abnormalities.

Influence of Job Embeddedness Factors on Turnover Intention of Nurses in Small and Medium Sized General Hospitals (중소 종합병원 간호사의 직무배태성이 이직의도에 미치는 영향)

  • Kim, Yun-Sook;Ryu, Seang
    • Journal of Korean Academy of Nursing Administration
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    • v.22 no.2
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    • pp.158-166
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    • 2016
  • Purpose: This study was done to investigate the influence of organization and community job embeddedness on turnover intention of nurses in small and medium sized general hospitals. Methods: The participants, 333 nurses, were recruited from small and medium sized general hospitals in Korea. Data were collected by self-report questionnaires on job-embeddedness and turnover intention and were analyzed using descriptive statistics, Independent t-test, One-way ANOVA and $Scheff{\acute{e}}^{\prime}$, Pearson correlation coefficient, and multiple linear regression analysis with the SPSS 18.0 program. Results: The score for job embeddedness and it's 6 factors, and turnover intention were above 3 on a 5 point scale with the exception of organizational sacrifice. There was a significant difference in turnover intention according to age, marital status, salary, and position. There were significant negative correlations between the 6 factors of job embeddedness and turnover intention. Variables entered in multiple regression showed that organizational sacrifice, organizational fit and age were significant contributing factors to turnover intention. Conclusion: The findings suggest that there is a need for strategies to enhance job embeddedness, especially organization sacrifice and organization fit. These factors should be developed and used to decrease turnover intention of nurses in small and medium sized general hospitals.