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

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Influence of Uncertainty and Uncertainty Appraisal on Self-management in Hemodialysis Patients (혈액투석 환자의 불확실성과 불확실성 평가가 자기관리에 미치는 영향)

  • Jang, Hyung Suk;Lee, Chang Suk;Yang, Young Hee
    • Journal of Korean Academy of Nursing
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    • v.45 no.2
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    • pp.271-279
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    • 2015
  • Purpose: This study was done to examine the relation of uncertainty, uncertainty appraisal, and self-management in patients undergoing hemodialysis, and to identify factors influencing self-management. Methods: A convenience sample of 92 patients receiving hemodialysis was selected. Data were collected using a structured questionnaire and medical records. The collected data were analyzed using descriptive statistics, t-test, ANOVA, Pearson correlations and multiple regression analysis with the SPSS/WIN 20.0 program. Results: The participants showed a moderate level of uncertainty with the highest score being for ambiguity among the four uncertainty subdomains. Scores for uncertainty danger or opportunity appraisals were under the mid points. The participants were found to perform a high level of self-management such as diet control, management of arteriovenous fistula, exercise, medication, physical management, measurements of body weight and blood pressure, and social activity. The self-management of participants undergoing hemodialysis showed a significant relationship with uncertainty and uncertainty appraisal. The significant factors influencing self-management were uncertainty, uncertainty opportunity appraisal, hemodialysis duration, and having a spouse. These variables explained 32.8% of the variance in self-management. Conclusion: The results suggest that intervention programs to reduce the level of uncertainty and to increase the level of uncertainty opportunity appraisal among patients would improve the self-management of hemodialysis patients.

Barriers to Health Behaviors in Male and Female Elderly People in Korea (한국 남녀노인의 건강행위 수행 방해요인에 관한 연구)

  • Eun, Young;Song, Mee-Soon;Gu, Mee-Ock
    • Journal of Korean Academy of Nursing
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    • v.38 no.2
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    • pp.332-343
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    • 2008
  • Purpose: This study was done to investigate the practice level of 14 health behaviors between male (N=139) and female (N=175) elderly and to identify the barriers to each health behavior of elderly people in Korea. Methods: Data were collected from 314 elderly people (65yr and older) living in metropolitan, urban, and rural areas. Descriptive statistics, $x^2$-test and ordinal logistic regression were used in data analysis using the SPSS Win 15 version. Results: 1) The performances were different in some health behaviors between male and female elderly people. Male elderly showed better performances in balanced diet, regular exercise, and more than 30 min of exercise, while female elderly showed better performances in restriction of fat and cholesterol, restriction on alcohol, and smoking. There were no differences in stress management and health prevention behaviors between the two groups. 2) The common significant barriers in health behaviors of the elderly in Korea were the lack of habit and physical discomfort. However, the lack of perceived benefit was a significant barrier in male elderly. Lack of time and lack of family support were significant barriers in female elderly people in Korea. Conclusion: These results suggest that tailored strategies should be developed considering the gender difference to reduce the main barriers of each health behavior in order to improve the health status of elderly people.

Design and Implementation of Repeatable and Short-spanned m-Learning Model for English Listening and Comprehension Mobile Digital Textbook Contents on Smartphone

  • Byun, Hye Won;Chin, SungHo;Chung, Kwang Sik
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.8 no.8
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    • pp.2814-2832
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    • 2014
  • As information society matures to an even higher level and as information technology becomes a necessity to our everyday lives, the needs to develop, support and satisfy personal and social needs without the limitation of time, space, and location have become a vital point to everyday lives. Smartphone users are increasing at a staggering rate but the research on mobile-Learning model and the implementation of m-Learning scenario are still behind the needs of the users. Therefore, this paper focuses on the design of 'repeatable and short-spanned m-Learning model' to meet the needs of the learners who are on the go and on the move with their smartphones. Smartphone users frequently reach out for their phones but compare to the frequencies, the actual span of time they spend per use are relatively and surprisingly short. One way to understand this phenomenon is that the users tend to immediately replace their smartphones with laptops or desktops whenever they are available. A leaning model was needed to reflect this short and frequent use, a use that is solely based on the smartphone environment. This proposed learning model first defines this particular setting and implements the model to real smartphone users over an 8 week period. To understand whether different learning backgrounds can influence this model, different schools with online and offline learning channels participated in the experiment. User survey was conducted after the experiment to get a better understanding of the smartphone users. Pretest and posttest were conducted before and after the experiment and the data were validated and analyzed using SPSS version 18.0 for PC. Preliminary descriptive statistics, multiple regression and cross validation was conducted for the analysis. The results showed that the proposed English Listening and Comprehension Mobile Digital Textbook (ELCMDT) had a positive effect on the learners in general and was more effective for learners who were already experienced with online learning.

Effects of Parental and Peer Attachment, School Adjustment on Depression among Female Middle School Students (여중생의 부모애착, 또래애착, 학교생활적응이 우울에 미치는 영향)

  • Ahn, Hye Young;Hyun, Hye Jin;Choi, Jeong Myung;Park, Seungmi;Lee, Joohyun
    • Journal of the Korean Society of School Health
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    • v.27 no.3
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    • pp.140-147
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    • 2014
  • Purpose: This study aimed to identify the factors affecting on depression among female middle school students. Methods: A survey was conducted on 217 first and second grade female middle school students in C city. Participants' general characteristics, home environment, level of depression, paternal, maternal, peer attachment, school adjustment were measured by self-reporting questionnaire. With SPSS 18.0 program, measured variables were analyzed and compared using descriptive statistics, t-test, ANOVA, Scheff$\acute{e}$ post hoc test, and stepwise multiple regression analysis. Results: The level of depression among female middle school students were higher among students with lower economic status, second in birth order, and second grade in school. The level of depression was negatively associated with the level of paternal attachment (r=-.522), maternal attachment (r=-.487), peer attachment (r=-.376), relationship with teachers in school adjustment (r=-.274), relationship with friends in school adjustment (r=-.378), classroom behavior (r=-.450), school regulation (r=-.267). About 42% of depression among female middle school students were explained by paternal attachment, relationship with friends in school adjustment, and classroom behavior. Conclusion: Paternal attachment was identified as the most influencing factor on depression among female middle school students. Encouraging paternal involvement in the process of school adjustment might be a useful intervention to decrease depression among middle school girls.

Relationship between the Practice Environment of Nursing and Critical Thinking Disposition of Nurses in Local General Hospitals (지방 종합병원 간호사의 근무환경과 비판적 사고성향)

  • Lee, Ji Yun;Pak, So Young
    • Journal of Korean Academy of Nursing Administration
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    • v.20 no.2
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    • pp.145-153
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    • 2014
  • Purpose: The purpose of this study was to identify the relationship between the practice environment of nursing and the critical thinking disposition of clinical nurses in local general hospitals. Methods: A convenience sample of 468 registered nurses was obtained from three local general hospitals. Data were collected by a self-administered questionnaire during November, 2012. The survey tools were the K-PES-NWI verified by Cho et al (2011) and the critical thinking disposition instrument developed by Yoon (2004). Data were analyzed using descriptive statistics, one-way ANOVA with Scheff$\acute{e}$ test and multiple regression with SPSS/WIN 18.0. Results: The mean score for practice environment of nursing was $3.3{\pm}0.4$ and for critical thinking disposition, $2.3{\pm}0.4$. There were statistically significant differences in critical thinking disposition according to age, education, length of career, current position, and marital status. In multivariate analysis, factors related to critical thinking disposition were collegial nurse-physician relations and education level. Conclusion: The results of the study indicate that collegial nurse-physician relations in the nursing practice environment are related to nurses' critical thinking disposition, and thus, it is important to improve the practice environment as well using individual approaches including on-the-job training to improve nurses' critical thinking disposition.

Association of Fatty Acid Intake and Dyslipidemia in Korean Adults: Korea National Health and Nutrition Survey, 1998-2007 (한국 성인의 지방산 섭취와 이상 지혈증과의 관련성 -1998~2007 국민건강영양조사 자료에 근거하여-)

  • Park, Yong-Soon;Park, Hyo-Jin;Won, Sun-Im
    • Journal of the East Asian Society of Dietary Life
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    • v.21 no.6
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    • pp.789-807
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    • 2011
  • The purpose of this study was to examine the association between fatty acid intake and dyslipidemia in Korean adults, using data from the Korean National Health and Nutrition Examination Survey (KNHANES)I, II, III, and IV. After excluding subjects who had missing data for the dietary intakes, anthropometric measurments and laboratory tests, a total of 15,804 subjects aged 20~64 y (6,838 men and 8,966 women) from KNHANES 1998~2007 were included. All data were analyzed using SPSS Statistics software (version 18.0). Associations between fatty acid intakes and dyslipidemia were analyzed by logistic regression analysis after adjusting for age, BMI, energy intake, marital status, job, education level, alcohol intake, and smoking status. Fatty acid intakes were significantly higher in men than in women. The risk of hypertriglyceridemia was significantly and negatively associated with intakes of TFA, SFA, MUFA, PUFA, EPA, DHA, n-3 PUFA, and n-6 PUFA in both men and women. The risk of hypercholesterolemia was not significantly associated with any fatty acid intakes in either sex. The risk of high LDL cholesterolaemia was significantly and positively associated with intakes of TFA, MUFA, PUFA, LNA, n-3 PUFA, and n-6 PUFA in men however, there was no significant association with any fatty acids in women. The risk of low HDL cholesterolaemia was significantly and positively associated with intakes of TFA, MUFA, PUFA, LNA, n-3 PUFA, and n-6 PUFA in men, and was significantly and negatively associated with intakes of MUFA, PUFA, LNA, and n-3 PUFA in women. These results show that dyslipidemia is significantly associated with individual intake of fatty acids, suggesting that fatty acid type may be related to the risk of dyslipidemia.

A Study on the Relationship of Self Care Behavioral Compliance and Perceived Self-Efficacy in Type II Diabetic Patient (제2형 당뇨병 환자의 자기간호행위 이행과 자기효능감에 관한 연구)

  • Yoo Jae-Hee
    • Journal of Korean Academy of Fundamentals of Nursing
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    • v.7 no.3
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    • pp.453-465
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    • 2000
  • This study was designed to identify the relationship between perceived self-efficacy and self care behavioral compliance in type II diabetic patient. The subjects for this study were the 113 adults with type II diabetes that received hospital treatment or attended as outpatients in 2 general hospitals at Inchon City. The data were collected during the period from August 15 to semtember 15, 2000 by means of an interview. Collected data were analyzed by means of descriptive statistics, t-test, ANOVA, Pearson's correlation using the SPSS/PC+ program. The results of this study were as follows : 1. The mean score of self care behavioral compliance was 3.06. 2. There were statistically significant difference in self care behavioral compliance according to sex(p<0.05), age (p<0.001), BMI(p<0.05), education(p<0.001), occupation(p<0.001), experience of diabetic education(p<0.05) and complication(p<0.05). 3. The mean score of perceived self-efficacy was 3.45. Self care behavioral compliance and perceived self-efficacy had a positive correlation which was statistically significant (r=0.3879 p<0.001). 4. Stepwise multiple regression analysis was performed to identify the influencing factors for self care behavioral compliance. Education, experience of diabetic education and self-efficacy accounted for 41% of the variance in self care behavioral compliance. The results suggest that education, experience of diabetic education and self-efficacy are important variables in the compliance of self-care behavior with typeII diabetes.

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The Effects of Communication Skills, Compassion Satisfaction, Compassion Fatigue on Burnout among Staff of Long-term Care Insurance for the Elderly in National Health Insurance Services in Korea (노인장기요양 인정조사원의 의사소통능력, 공감만족 및 공감피로가 소진에 미치는 영향)

  • Choi, Hyoungshim;Lee, Kyongeun;Cho, Eunhee
    • Korean Journal of Occupational Health Nursing
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    • v.25 no.1
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    • pp.19-28
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    • 2016
  • Purpose: This study was a descriptive research to identify the effects of communication skills, compassion satisfaction, compassion fatigue on burnout among staff of long term care insurance for the elderly in National Health Insurance Services in Korea. Methods: A descriptive cross-sectional design was used. The participants were 191 staffs of long-term care insurance in National Health Insurance Services. Data were collected via mail from the 24 branch offices which were randomly selected among the total of 226 centers of National Health Insurance Corporation. Stamm's professional quality of life (ProQOL) and Communication Skills Test tool were included in questionnaire to detect. SPSS/WIN 20.0 was used to conduct the descriptive statistics, t-test, ANOVA, correlation analysis, and multiple regression. Results: Compassion fatigue had a significant positive effect on burnout, while Compassion satisfaction had a negative effect on burnout. The explained variance for burnout was 69% and compassion fatigue was the most significant factor in burnout among staff of long term care insurance services. Conclusion: The results indicate that the factors influencing staffs' burnout are compassion fatigue, compassion satisfaction, and education level. Therefore, strategies to decrease compassion fatigue and improve compassion satisfaction are needed to decrease burnout for staffs of long-term care insurance in National Health Insurance Services.

Baby Boom Generation's Burden for Taking Care of Children, Aging Anxiety, Preparations for Old Age and Quality of Life (베이비붐세대의 자녀돌봄부담감, 노화불안, 노후준비 및 삶의 질)

  • Kim, Jeong Sun;Kang, Sook
    • Journal of Korean Public Health Nursing
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    • v.26 no.3
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    • pp.440-452
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    • 2012
  • Purpose: The purpose of this study was to provide basic data for use in development of strategy for healthy aging preparation and successful transfer to old age by identifying factors influencing quality of life of the baby boom generation. Methods: The data were collected from a total of 205 members of the baby boom generation(aged 48 to 56), and analysis was performed using descriptive statistics, t-test, ANOVA, Pearson's correlation coefficient, and stepwise multiple regression using the SPSS(Version19.0) program. Results: Burden for taking care of children, aging anxiety, preparations for old age, and quality of life according to the general characteristics and health-related characteristics commonly showed a significant difference in education level and presence of stress. The greater the more burden for taking care of children and the deeper the aging anxiety, the lower the quality of life, and the better prepared for aging, the higher the quality of life. Factors affecting quality of life in the baby boom generation included preparations for old age, burden for taking care of children, monthly household income, and quality of sleep. Explanatory power was 32%. Conclusion: For successful transition to old age and for improvement of quality of life in the baby boom generation, a comprehensive approach in micro and macro dimensions will be sought.

The Effect of Organizational Culture and Job Satisfaction on Childcare Teachers' Intention to Change Jobs (보육교사의 이직의도에 대한 조직문화와 직무만족도의 영향)

  • Choi, Hyeyeong;Cho, Songyon;Kwon, Yeonhee
    • Human Ecology Research
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    • v.52 no.4
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    • pp.405-414
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    • 2014
  • The purpose of this study was to investigate the influences of organizational culture and childcare teachers' job satisfaction on their intention to change jobs. The participants of this study were 290 childcare teachers from the Busan and Gyeongnam areas. The instruments used in this study were the Organizational Culture Scale (4 factors with 16 items), Childcare Teacher's Job Satisfaction Scale (6 factors with 40 items), and Childcare Teacher's Intention to Change Jobs Scale (1 factor with 7 items). The data were analyzed by descriptive statistics, one-way analysis of variance, Pearson's product moment correlation, and stepwise multiple regression with SPSS ver. 21.0 software. The results were as follows: First, the higher childcare teachers' intention to change jobs, the lower was their monthly income, age, and career level, and the total number of children that they had to serve. Second, there were significant positive correlations between childcare teachers' intention to change jobs and their innovative, collective, and rational organizational culture. Further, there were significant negative correlations between childcare teachers' intention to change jobs and hierarchical organizational culture. and between childcare teachers' intention to change jobs and their job satisfaction. Finally, childcare teachers' intention to change jobs was found to be 46% about job satisfaction and organizational culture and was explained the most by the director's childcare center management. This study primarily suggests that a director's role is important in the lowering of childcare teacher's intention to change jobs.