• Title/Summary/Keyword: Stepwise multiple regression analysis

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A Study on the Relationship between Self-Esteem, Social Support, Smartphone Dependency, Internet Game Dependency of College Students (대학생의 자아존중감, 사회적 지지, 인터넷 게임 의존성과 스마트폰 의존성의 관계에 대한 연구)

  • Choi, Hee Jung;Yoo, Jang Hak
    • Journal of East-West Nursing Research
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    • v.21 no.1
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    • pp.78-84
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    • 2015
  • Purpose: The purpose of this study was to investigate the relationship between self-esteem, social support, smartphone dependency and internet game dependency of college students. Methods: This was a descriptive study. The survey participants were 299 college students in M city and I city. The data were collected from June 2 to June 20, 2014 and self-report questionnaires including Self-Esteem Scale, Multidimensional Scale of Perceived Social Support, Smartphone Dependency Sale, Internet Game Dependency Scale. Data were analyzed by descriptive statistics, independent-sample t-test, ANOVA, stepwise multiple regression. Results: Social support & smartphone dependency showed significant differences according to gender. Smartphone dependency was found to have a statistically negative correlation with self-esteem, social support and positive correlation with internet game dependency. Internet game dependency was found to have a statistically negative correlation with self-esteem, social support. Social support was found to have a statistically negative correlation with self-esteem. Stepwise multiple regression analysis revealed that the significant predictors of smartphone dependency were internet game dependency, gender, self-esteem, accounted for 16.6% of the variance. Conclusion: It is necessary for reduction program of college students' smartphone dependency that consider their internet game dependency, gender, self-esteem.

The Effect of Depression and Self-efficacy on Health Promotion Behavior among the Elderly Living Alone in Rural Area (농촌지역 독거노인의 우울과 자기효능감이 건강증진행위에 미치는 영향)

  • Choi, Hee-Jung;Yoo, Jang-Hak
    • Journal of East-West Nursing Research
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    • v.17 no.2
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    • pp.149-155
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    • 2011
  • Purpose: The purpose of this study was to examine the effect of depression and self-efficacy on health promotion behavior in elders living alone in rural area. Methods: This was a descriptive study. The survey participants were 369 elders living alone in rural area. The period of time for data collection was from June 23 to August 7, 2008. Data were analyzed by descriptive statistics, independent-samples t-test, ANOVA, pearson's correlation coefficient, and stepwise multiple regression. Results: Depression was found to have a statistically negative correlation with health promotion behavior. Self-efficacy was found to have a statistically positive correlation with health promotion behavior. Stepwise multiple regression analysis revealed that the most powerful predictor of health promotion behavior was depression. Depression, self-efficacy, number of chronic disease, and economic status accounted for 35.2% of the variance. Conclusion: It is necessary to prepare health promotion programs that can reduce depression level and improve self-efficacy in elders living alone in rural area.

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 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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The Influencing Factors on Self-actualization in Middle-aged Women (중년여성의 자아실현과 영향요인)

  • Kim, Sook-Young;Jeon, Eun-Young;Kim, Kwuy-Bun;Suh, Yeon-Ok
    • Korean Journal of Adult Nursing
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    • v.14 no.4
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    • pp.602-611
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    • 2002
  • Purpose: The purpose of this study was to identify the influencing factor to self actualization in middle-aged women. Method: The subjects for this study were 191 middle-aged women selected by convenience sampling in three cities. Data collection was done using a questionnaire. The data were analyzed by using descriptive statistics, Pearson Product Moment Correlation coefficient and Stepwise Multiple Regression. Result: The results of this study were as follows: 1. The relationship between self-efficacy, social support, self esteem, motivation for achievement, parental satisfaction with children and self-actualization were found to have statistically significant positive correlations. But the relationship between depression and self-actualization were found to have statistically significant negative correlation. 2. Stepwise multiple regression analysis revealed that the most powerful predictor was social support. Social support, motivation for achievement and self esteem accounted for 38.1% of the variance in self-actualization in middle aged women. Conclusion: According to these results, it is recommended that in order to enhance self-actualization in middle-aged women, empowerment of social support, motivation for achievement and self esteem should be pursued.

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Perception of Sex Life and Sexual Desire Coping Behavior according to General Characteristics among the Spouseless Aged (무배우자 노인의 일반적 특성에 따른 성생활 인식과 성 욕구 대처행동)

  • Choi, Eun Young;Ha, Ju Young
    • Korean Journal of Adult Nursing
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    • v.26 no.1
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    • pp.58-66
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    • 2014
  • Purpose: The aim of this study was to identify factors affecting the perception of sex life and sexual desire coping behavior among the spouseless elderly. Methods: The participants were 149 elders who resided in six administrative regions of B city. Data were collected from December 1, 2012 to March 3, 2013 using a questionnaire. Data were analyzed using descriptive statistics, t-test, ANOVA, Scheff$\acute{e}$ test, Pearson's correlation coefficient, and Stepwise multiple regression in a PASW 18.0 program. Results: Stepwise multiple regression analysis of data indicated that the most likely predictor is gender. Gender, sexual relation, subjective health status and parent-child relationship explained 34% of the variance of perception of sex life. Gender, dating status and age explained 44% of the variance of sexual desire coping behavior. Conclusion: Based on the study findings, gender and current dating status should be considered to conduct comprehensive sex health care education for healthy sex life of the elderly with no spouse.

Aggression and Related Factors in Elementary School Students (초등학생의 인터넷 과다사용, 우울-불안, 자존감이 공격성에 미치는 영향)

  • Ji, Eun-Sun;Jang, Mi-Heui
    • Journal of Korean Academy of Nursing
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    • v.40 no.5
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    • pp.642-649
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    • 2010
  • Purpose: This study was done to explore the relationship between aggression and internet over-use, depression-anxiety, self-esteem, all of which are known to be behavior and psychological characteristics linked to "at-risk" children for aggression. Methods: Korean-Child Behavior Check List (K-CBCL), Korean-Internet Addiction Self-Test Scale, and Self-Esteem Scale by Rosenberg (1965) were used as measurement tools with a sample of 743, 5th-6th grade students from 3 elementary schools in Jecheon city. Chi-square, t-test, ANOVA, Pearson's correlation and stepwise multiple regression with SPSS/Win 13.0 version were used to analyze the collected data. Results: Aggression for the elementary school students was positively correlated with internet over-use and depression-anxiety, whereas self-esteem was negatively correlated with aggression. Stepwise multiple regression analysis showed that 68.4% of the variance for aggression was significantly accounted for by internet over-use, depression-anxiety, and self-esteem. The most significant factor influencing aggression was depression-anxiety. Conclusion: These results suggest that earlier screening and intervention programs for depression-anxiety and internet over-use for elementary student will be helpful in preventing aggression.

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.

Acculturative Stress, Depression and Drinking Problems of Korean International Students in the United States (재미 한인대학생의 문화적응 스트레스, 우울과 음주문제)

  • Lee, Soon Hee
    • Research in Community and Public Health Nursing
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    • v.23 no.4
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    • pp.366-375
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    • 2012
  • Purpose: The purpose of this study was to identify predictors of drinking problems in Korean international students in the United States. Methods: The subjects involved this study were 190 Korean international students in the United States. Data were measured using a drinking problems questionnaire, an acculturative stress scale for international student, and the CES-D. The collected data were analyzed using the SPSS/WIN 17.0 program to calculate mean, standard deviation, ANOVA, Sheff$\acute{e}$ test and pearson's correlation coefficient. and stepwise multiple regression. Results: 1) The mean score of the degree of perceived acculturative stress was $2.15{\pm}0.63$, of depression was $17.67{\pm}9.85$, and of drinking problems was $15.03{\pm}15.52.2$) There were significant correlations between acculturative stress and drinking problems (r=.506, p<.001), between depression and drinking problems (r=.6726, p<.001), and between acculturative stress and depression (r=.453, p<.001). 3) In stepwise multiple regression analysis the most powerful predictor of drinking problems were acculturative stress (${\beta}$=.243, p<.001), and depression (${\beta}$=.562, p<.001). Conclusion: Based on the results, practical implications for reducing the acculturative stress and improving the psychological well-being of Korean students were discussed.