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

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The Relationship between Depression and Health Behavior in Adolescents (청소년의 우울성향과 건강관련행위간의 관계 연구)

  • Park, Nam-Hee;Kim, Mi-Oak
    • Child Health Nursing Research
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    • v.11 no.4
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    • pp.436-443
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    • 2005
  • Purpose: This study was done to explore the levels of depression experienced by adolescents, and to compare health behavior between depressed and non-depressed adolescents. Method: Participants were chosen by a stratified random sampling of adolescents in the second grade of a high school in P city. Levels of depression and health behavior of the students were measured using questionnaires. Data collection was done in May, 2002. Data were analyzed with descriptive statistics and logistic regression using the SPSS WIN 10.0 Program. Results: The prevalence of depression (CES-D) among the students was $53.5\%$. In multiple logistic regression analysis, sex (OR 1.80, $95\%$ Cl 1.35-2.41), school performance, mid (OR 1.68, $95\%$ Cl 1.48-1.97) and low (OR 1.42, $95\%$ Cl 1.29-1.61), drinking (OR 1.47, $95\%$ Cl 1.09-1.98), and not eating breakfast (OR 1.74, $95\%$ Cl 1.56-1.97) were significantly higher in students in the depressed group than those in the non-depressed group. Conclusions: Based on the findings, we concluded that many adolescent experience depression and depression in adolescents is significantly related to behaviors of smoking, alcohol, no exercise, and not eating breakfast. However this study did not address causality among these variables. There, further research, such as a longitudinal study, is needed to identify causality among the variables.

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The Relationship between Psychological Needs and Health Promoting Behavior in Community-dwelling Older Women (일 지역사회 여성노인의 심리적 욕구와 건강증진행위)

  • Seo, Yeong Mi
    • Journal of East-West Nursing Research
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    • v.21 no.2
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    • pp.126-132
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    • 2015
  • Purpose: The purpose of this study was to identify the factors that affect the health promoting behavior targeted older women. Methods: Subjects were 181 women older than 60 years who agreed to participate and understand the purpose of the study. A trained investigator collected data using structured questionnaires regarding general characteristics, health-related characteristics, competence, relatedness, and health promoting behavior. The collected data were analyzed using SPSS WIN 18.0 program by descriptive statistics, t-test, ANOVA, and stepwise multiple regression. Results: The mean age of subjects was 74.7 years old. Factors showing significant associations with health promoting behavior were age, educational level, family type, economic status, current health status, competence, and relatedness. Stepwise regression analysis identified that age, current health status, competence, and relatedness were factors affecting on health promoting behavior. Conclusion: This study shows that competence and relatedness are influencing factors on health promoting behavior in older women. Therefore, it is important to emphasize competence and relatedness for developing a health promoting program.

Factors Predicting Depression in Hemodialysis Patients (혈액투석 환자의 우울 예측 요인)

  • Han Sang-Sook;Kim Young Hee
    • Journal of Korean Academy of Nursing
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    • v.35 no.7
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    • pp.1353-1361
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    • 2005
  • Purpose: This study was done to provide fundamental data for developing a depression prediction model by discovering main factors that affect depression in patients who do maintenance hemodialysis. Method: The subjects were 191 patients doing maintenance hemodialysis selected from outpatient dialysis clinics at 9 major general hospitals, The Instrument tools utilized in this study were adapted from depression, fatigue, sleep disturbance, stress, adaptation, symptoms, daily activities, and role limitation and thoroughly modified to verify reliability and validity. The collected data was analyzed with a SPSS-PC 11.0 Window Statistics Program for real numbers, percentage, average, standard deviation, and multiple regression. Results: The correlation factor for depression was (M=2.54) fatigue(M=3.12), sleep disturbance (M=2.82), stress(M=3.04), adaptation(M=2.53), daily activities(M=2.24), symptoms(M=2.37), and role limitation(M=2.24). The strongest factor that affected depression was explained by symptoms of the patients who performed hemodialysis. The analysis of the factors that affected depression revealed a $58.4\%$ prediction in symptoms, stress, role limitation, and adaptation. Conclusion: It has been confirmed that the regression equation model(Depression=7.351 + .266$^{\ast}$symptoms + .260$^{\ast}$stress -.l89$^{\ast}$adaptation + .057$^{\ast}$fatigue) of this research may serve as a prediction factor for depression in Hemodialysis Patients.

Relationships of Nurses' Character for Care and Workplace Bullying in Early Stage Nurses

  • Choi, Yong Jun;Noh, Gie Ok
    • International Journal of Advanced Culture Technology
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    • v.8 no.2
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    • pp.184-191
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    • 2020
  • This study is conducted to find out the nurses' character for care and the workplace bullying for the early stage nurses working in the clinical field and their relation in order to understand the factors which would affect the consequence of the workplace bullying. Data collected from 131 early stage nurses working at one general hospital for 7 months was used for this study. The data was analyzed with descriptive statistics, Independent t-test, one-way ANOVA, Pearson's correlation coefficient, Hierarchical multiple regression by using SPSS/WIN 21.0. It was found that high the nurses' character for care was related to the lower workplace bullying (type and consequence) (r=-.31, p<.001; r=-.26, p=.003) and that the worse the score in the type of bullying wasthe higher consequence (r=.54, p<.001). The multiple regression analysis showed that the factors affecting the consequence of the workplace bullying were the type of bullying (β=.48), dissatisfaction with nursing (β=.22), and moderate satisfaction with nursing (β=.19) and that the explanation of the model by variables was 32.5%. Based on the results of the study, it is suggested that the effort of lowering the occurrence of the type of bullying and the strategy of enhancing the satisfaction with nursing such as improvement in the quality of nursing education be made in order to improve the consequence of workplace bullying at the workplace for the early stage nurses.

The Relation Between the Occupational Stress and Fatigue Level of Neonatal Nurses (신생아실 간호사의 직무 스트레스와 피로도와의 관계)

  • Park, Eun-A;Park, Jeong-Eon
    • Korean Journal of Occupational Health Nursing
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    • v.20 no.3
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    • pp.261-269
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    • 2011
  • Purpose: The purpose of this study was to investigate occupational stress and fatigue level of neonatal nurses and to assess relationship between the two of them. Methods: Subjects were 109 neonatal nurses working at 2 university hospitals and 9 women's hospitals in D city, and the data were analyzed using descriptive statistics and binary logistic regression analysis by the SPSS/WIN 15.0. Results: The mean score of nurses' occupational stress level was 3.22, and the highest was 'night shift' among the 7 subcategories, and fatigue level was 62.0, and the highest was physical fatigue in configuration field. In logistic regression analyses, 'heavy workload' and 'inadequate physical environment' led to most occupational stress. Conclusion: In addition to significantly higher levels of occupational stress of neonatal nurses, the cumulative fatigue also resulted in decreased quality of nursing, job satisfaction and nursing productivity; therefore, appropriate number of nurses and improvement of work environment is necessary. Furthermore, to reduce the occupational stress and fatigue, we should try to develop adequate clinical guidelines and intervention strategies and apply them in neonatal care unit.

Factors Influencing Meaning of Life in Adolescents (청소년의 생의 의미에 영향을 미치는 요인)

  • Yoon, Young-Mi;Cho, Hun-Ha
    • Child Health Nursing Research
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    • v.17 no.1
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    • pp.31-38
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    • 2011
  • Purpose: The purpose of this study was to analyze factors affecting meaning of life in adolescents. Methods: Data were collected from April 5 to June 20, 2010. The participants for this study were 343 Korean middle and high school students, recruited from four middle and high schools located in Seoul. Data collection was conducted through the use of 7 questionnaires. The data were analyzed with the SPSS WIN 12.0 program using descriptive statistics, ANOVA, Pearson correlation coefficients and stepwise multiple regression. Results: 1) The mean total item score for the meaning of life scales was 2.99, which was slightly high. 2) There was a significant relationship between meaning of life and self-esteem, self control, parenting attitude, family satisfaction, school adjustment, and career maturity. 3) Stepwise multiple regression analysis showed that self-esteem, family satisfaction, school adjustment, parenting attitude and career maturity were predictors of meaning of life and accounted for 57.1% of the variance in meaning of life. Conclusion: Self-esteem, family satisfaction, school adjustment, parenting attitude and career maturity were variables influencing meaning of life in adolescents. These results indicate a need to develop nursing interventions to increase self-esteem, family satisfaction, school adjustment, parenting attitude and career maturity in order to improve meaning of life for adolescents.

Comparison of Factors influencing Depression between Non-Multicultural and Multicultural Middle School Students (비다문화 중학생과 다문화 중학생의 우울 관련 요인 비교)

  • Jang, Hyungsoon;Park, Hyunju
    • Journal of the Korean Society of School Health
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    • v.32 no.1
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    • pp.10-19
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    • 2019
  • Purpose: The purpose of this study was to compare the factors related to depression between non-multicultural and multicultural middle school students. Methods: In this study, data were collected using structured questionnaires targeting students of 9 middle schools in G Province, Korea. Finally, the data of 304 students were analyzed by descriptive statistics, t-test, ANOVA, Pearson's correlation, and multiple regression analyses using SPSS 24.0. Results: The multicultural students showed a higher depression score ($47.14{\pm}8.33$) than the counterpart ($44.22{\pm}8.11$) (p<.001). The results of the multiple regression analysis revealed that academic stress (${\beta}=.33$, p<.001), peer attachment (${\beta}=-.13$, p<.02), and body image (${\beta}=.25$, p<.001) were the influencing factors on depression in non-multicultural students. However, in multicultural students, depression was related to peer attachment (${\beta}=-.16$, p=.03) and self-esteem (${\beta}=-.42$, p<.001). Conclusion: To prevent and manage depression in non-multicultural middle school students, it is essential to help them relieve academic stress and build peer relationships and positive body image. For multicultural middle school students, helping them to have high self-esteem and peer attachment would be the first measure to prevent and manage depression.

Influencing Factors on the Urinary Incontinence Related Quality of Life in Older Rural Women Aged 60 or Over (60세 이상 농촌 여성노인의 요실금 관련 삶의 질 영향요인)

  • So, Aeyoung;Park, Sunah
    • Research in Community and Public Health Nursing
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    • v.30 no.2
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    • pp.109-118
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    • 2019
  • Purpose: The purpose of this study is to identify factors affecting the quality of life among community-dwelling older women with urinary incontinence (UI). Methods: A cross-sectional study was conducted with 475 women aged 60 or over who were recruited from 10 primary health care facilities in rural Korea. Data were collected using a structured questionnaire consisting of socio-demographic, health-related, and UI-related characteristics. The quality of life was assessed using Incontinence Quality of Life (I-QOL). SPSS/WIN 23.0 program was used to analyze descriptive statistics, $x^2$ test, t-test, ANOVA, Pearson's Correlation, and hierarchical regression. Results: Of 475 subjects, 180 (37.9%) had urinary incontinence. The mean scores of I-QOL of women with and without UI were 76.87 and 94.77, respectively. The results of hierarchical regression analysis show that the Questionnaire for Urinary Incontinence Diagnosis total score was the greatest influencing factor, followed by age and the International Consultation on Incontinence Questionnaire-Short Form total score. Conclusion: The study revealed that factors related to UI symptoms are more likely to have impact on the quality of life in women with UI. It suggests that early detection or management of UI is important in improving the quality of life of women with UI.

The Influences of Emotional Intelligence, Self-leadership, and Job Embeddedness on Nursing Work Performance (임상 간호사의 감성지능, 셀프리더십, 직무착근도가 간호업무수행에 미치는 영향)

  • Kim, Yo-na
    • The Korean Journal of Health Service Management
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    • v.12 no.2
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    • pp.51-62
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    • 2018
  • Objectives : This study investigated the influences of emotional intelligence, self-leadership, and job embeddedness on the work performance of clinical nurses. Methods : A survey was conducted with 258 hospital nurses. Data were analyzed using descriptive statistics, t-tests, ANOVA, Pearson correlation coefficients, and multiple regression with SPSS/WIN 23.0. Results : The mean scores were $4.64{\pm}0.6$ for emotional intelligence, $3.41{\pm}0.42$ for self-leadership, $3.11{\pm}0.52$ for job embeddedness, and $3.49{\pm}0.51$ for nursing work performance respectively. Nursing work performance was positively correlated with emotional intelligence, self-leadership, and job embeddedness. Multiple regression analysis showed that the factors affecting nursing work performance were self-expectation, fit, understanding of self-emotion, links, self-compensation, and age. Conclusions : The results indicate that self-expectation, fit, and understanding of self-emotion are very important factors in nursing work performance. Therefore, nurse managers should enhance nurses self-expectation, fit, and understanding of self-emotion by developing various emotional sensitivity and support programs.

Factors Influencing Emergency Room Nurses' Intention to Report Child Abuse (응급실 간호사의 아동학대 신고의도 영향요인)

  • Choi, Yoon Ji;Yang, Sook Ja
    • Journal of Korean Clinical Nursing Research
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    • v.28 no.1
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    • pp.66-75
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    • 2022
  • Purpose: The purpose of this study is to identify the factors influencing the intention to report child abuse of emergency room nurses based on the health belief model. Methods: This was a descriptive study that used a cross-sectional design. A total of 188 emergency room nurses working at general hospitals with more than 300 beds in Seoul participated in the study. Data were analyzed using descriptive statistics, t-test, ANOVA, Pearson's correlation coefficient and multiple regression analysis with the SPSS 25.0 program. Results: Correlations and regression analyses showed that the perceived severity (β=.14, p=.024), perceived barrier (β=-.25, p<.001), and self-efficacy (β=.31, p<.001) were factors influencing emergency room nurses' intention to report child abuse, and the explanatory power of the model was 33.0%. Conclusion: The results of this study related to the health belief model, being a valid theoretical basis for child abuse reporting intention research, significantly suggest new research directions in the future. In addition, to increase the nurses' intention to report child abuse in the emergency room, the influencing factors identified in this study can be utilized and develop specific interventions using the health belief model.