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

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Relationship between Academic Stress, University Life Adaptation and Health Promotion Behaviors in Health College Students (보건계열 대학생의 학업스트레스와 대학생활적응이 건강증진행위에 미치는 영향)

  • Lim, Jae-Ran;Han, Yang-Keum;Kim, Han-Hong
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.21 no.1
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    • pp.308-316
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    • 2020
  • This paper describes the relationship and influencing factors among academic stress, university life adaptation, and health promotion behaviors of health college students. Data were collected from October 2017 to May 2018 using a structural questionnaire, which was completed by 223 health college students in D metropolitan city. The collected data were analyzed by descriptive statistics, T-test, ANOVA, correlation, and multiple regression using an IBM SPSS 20.0. As a result, the mean scores were as follows: academic stress, 3.02±0.89; university life adaptation, 3.16±0.48; health promotion behavior, 2.14±0.45. Correlation analysis of the variables revealed a negative relationship between academic stress and health promotion behavior and a positive relationship between university life adaptation and health promotion behavior. The factors affecting the health promotion behavior were the economic level, satisfaction with major, academic stress, and university life adaptation, which explained approximately 37.5% of the total. In conclusion, to increase the health promotion behavior of health-related college students, it is necessary to develop programs that reduce academic stress and improve university life adaptation. In addition, systematic efforts to identify the general characteristics of the subjects are needed.

Impact on Job Satisfaction to Job Stress of Physician Assistant Nurses (Physician Assistant(PA)간호사의 직무스트레스가 직무만족도에 미치는 영향)

  • Yun, Soon-Young;Uhm, Dong-Choon
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.12 no.11
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    • pp.4914-4923
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    • 2011
  • This study aims to investigate the factors influencing job satisfaction to job stress of physician assistant(PA) nurses. This research design was a descriptive study. The subjects in this study were 104 PA nurses. Data were collected from September 1, 2010 to January 10, 2011, and analyzed by SPSS PASW statistics 18.0 program. The mean score of men on the job stress was 43.47(${\pm}13.77$), The mean score of women was 45.07(${\pm}9.78$). The mean score of job satisfaction was 2.72(${\pm}0.30$). There was no statistical difference between general characteristics and job satisfaction. There were statistical difference between unmarried subjects and organizing system(p<.05), inadequate compensation(p<.01). In the results of multivariate regression analysis, adjusted $R^2$ value was 0.567. The model fit was 56.7%. Job satisfaction was low in the insufficient job control and inadequate organizing system. It is hospital policies for the reduction of job stress(particularly, insufficient job control, and organizing system stress).

Obesity as associated factors for Insulin, Fasting blood sugar, and Hemoglobin A1c in Korean adults (한국 성인의 비만이 인슐린, 공복혈당 및 당화혈색소에 미치는 영향)

  • Park, Jaewon;Lee, Heashoon
    • Journal of Digital Convergence
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    • v.17 no.10
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    • pp.349-357
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    • 2019
  • The purpose of this study was to investigate the effects of body mass index(BMI) on insulin. fasting blood sugar(FBS), and hemoglobin A1c(HbA1c). This study analyzed the data of 2015, The Sixth KNHANES, and it was included to 4554 subject over 20 years old. Data were analyzed using descriptive statistics, t-test, ANOVA, Pearson correlation coefficient and stepwise multiple regression analysis(SPSS 25.0). The major findings, BMI was positively correlated with insulin(r=0.397, p<0.001), FBS(r=0.241, p<0.001), and HbA1c(r=0.237, p<0.001). Factors affecting insulin are overweight(${\beta}=.130$, t=8.193, p<0.001), obesity(${\beta}=.390$, t=24.390, p<0.001) and age. the explanatory power is 13.1% (F=53.584, p<0.001). Factors affecting FBS were overweight(${\beta}=.072$, t=4.478, p<0.001), obesity(${\beta}=.186$, t= 11.485, p<0.001), age, the explanatory power was 10.6% (F=42.351, p<0.001). Factors affecting HbA1c were overweight(${\beta}=.059$, t=3.712, p<0.001), obesity(${\beta}=.190$, t=11.895, p<0.001) age and sex, the explanatory power is 14.1% (F=58.134, p<0.001). Based on this study result, diabetes mellitus prevention and management programs should include interventions related to obesity.

The Effect of Smart Media Literacy and Ego-Resilience on the Academic Achievement of Radiologic Science(Technology) Students (방사선(학)과 학생들의 스마트미디어 활용 역량과 자아탄력성이 학업성취도에 미치는 영향)

  • Na, Gil-Ju
    • Journal of the Korean Society of Radiology
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    • v.15 no.5
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    • pp.683-690
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    • 2021
  • The purpose of this study was to confirm the degree of academic achievement among university students in the Department of Radiology(science) who are in the continuation of the COVID-19 situation and to investigate the effect of smart media literacy and ego-resilience on academic achievement. The research method was descriptive research. Data was 188 students collected from June 1 to July 31 in 2021 using structured questionnaires as students in the Department of Radiology(science). Collected data was analyzed using descriptive statistics, t-test, ANOVA, Cronbach's pearson's correlation, multiple regression analysis with SPSS/WIN 21.0. The result of the study showed that the academic achievement was 3.43, ego-resilience was 3.37 and smart media literacy was 2.94. There was a significant positive correlation between a academic achievement and smart media literacy, academic achievement and ego-resilience. Factors influencing academic achievement were smart media literacy, ego-resilience, major satisfaction and practice satisfaction. As a result of the above research. it is necessary to develop and apply curriculums, extra curriculums and educational programs that improve the smart media literacy and ego-resilience in order to improve the academic achievement. In addition, it is necessary to improve major satisfaction and practice satisfaction.

Effect of General obesity and Abdominal obesity on Hemoglobin in Korean Adult (한국성인의 비만과 복부비만이 헤모글로빈에 미치는 영향)

  • Lee, Hea Shoon
    • Journal of Digital Convergence
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    • v.17 no.3
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    • pp.323-330
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    • 2019
  • The purpose of this study was to investigate the effect of body mass index(BMI) and waist circumference(WC) on hemoglobin(Hb) in Korean Adult. This study analyzed the data of 2015, The Sixth KNHANES. Data were analyzed using descriptive statistics, t-test, ANOVA and Scheffe's test, Pearson correlation coefficient and multivariate logistic regression analysis(SPSS 25.0). The major findings, The subject's Hb In BMI, obese was the highest(F=97.862, p<0.001). The Hb In WC, $WC{\geq}90cm$ was higher for male(t=4.909, p<0.001), and $WC{\geq}85cm$ was higher for female(t=5.088, p<0.001). Hb has a significant positive correlated with BMI(r=0.188, p<0.001), WC(r=0.298, p<0.001). In male, Hyperhemoglobinemia was 2.30 times(p<0.001) higher in obese and 1.81 times(p<0.001) higher in $WC{\geq}90cm$. In female, Hyperhemoglobinemia was 1.99 times(p=0.002) higher in overweight, 5.66 times(p<0.001) higher in obese, and 4.27 times(p<0.001) higher in $WC{\geq}85cm$. In conclusion, adult obesity prevention and management programs should include exercises, diets, and education, and exercise interventions specifically for eliminating abdominal obesity.

Factors Affecting Turnover Intention of General Hospital Nurses (종합병원 간호사의 이직의도 영향요인)

  • Kwon, Young-Eun;Kim, Seon-Young
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.20 no.7
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    • pp.414-422
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    • 2019
  • The purpose of this study was to explore the predictors of turnover intention among nurses working in general hospitals. The subjects were 181 nurses who worked in two general hospitals in Gyeonggi-do, Korea. Data were collected from June to November 2018, and analyzed by descriptive statistics, Independent t-test, One-way ANOVA, Pearson's correlation coefficients, and Stepwise multiple regression analysis, using SPSS/WIN 21.0. The main findings of this were as follows. The mean scores for the nursing work environment, professional self-concept, job satisfaction and turnover intention were $2.43{\pm}0.38$, $2.60{\pm}0.25$, $2.59{\pm}0.29$ and $3.43{\pm}0.72$ points. Turnover intention is negatively correlated with the nursing work environment (r=-.43, p<.001) and job satisfaction (r=-.46, p<.001). Factors influencing turnover intention were job satisfaction(${\beta}=-.47$, p<.001), nursing work environment(${\beta}=.32$, p<.001), professional self-concept(${\beta}=.20$, p<.001), and total length of a clinical career(${\beta}=-.15$, p<.05) showing an explanatory power of 38%. Since various variables influence the turnover intention of nurses, it is necessary to improve the nursing environment in the medical field rather than the strategy to increase the number of simple nurses. In the university, education for establishing through introductory nursing specialty is needed.

Dietary habits and Health Risk Behaviors of the Adolescents who Experienced Part-Time Job: Based on the 13th (2017) Korea Youth Risk Behavior Online Survey (아르바이트를 경험한 청소년의 식습관 및 건강위험행위에 대한 융합연구: 제 13차(2017) 청소년건강행태온라인 조사를 바탕으로)

  • Ha, Young-Sun
    • Journal of the Korea Convergence Society
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    • v.10 no.5
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    • pp.407-415
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    • 2019
  • The purpose of this study was to analyze the dietary habits and health risk behaviors of adolescents who experienced part-time job. For this study raw data from the 13th Youth Health Behavior Online Survey (2017) was examined. Dietary habits and health risk behaviors for 62,823 adolescents were analyzed according to the experience of part-time job. Collected data were analyzed with the SPSS 24.0 program using descriptive statistics and logistic regression analysis, to which the complex sample design was applied. The odds ratio of no fruit intake in adolescents who experienced part-time job compared to adolescents who have not experienced a part-time job was 1.20 (CI: 1.10-1.31). The odds ratio of fastfood intake in adolescents who experienced part-time job compared to adolescents who have not experienced a part-time job was 1.28 (CI: 1.19-1.38). The odds ratio of present smoking in adolescents who experienced part-time job compared to adolescents who have not experienced a part-time job was 3.48 (CI: 3.17-3.84). The odds ratio of present drinking was 3.36 (CI: 3.14-3.96). The odds ratio of high caffeine intake was 1.11 (CI: 1.04-1.19). The odds ratio of high caffeine intake was 2.29 (CI: 2.06-2.55). In developing health education programs for adolescents, it is necessary to include dietary habits and health risk behavior according to part-time experience.

The Effects of Organizational Politics and Conflicts on Quality of Communication among Nurses (조직 내 정치와 구성원 간 갈등이 의사소통의 질에 미치는 영향에 관한 연구: 간호조직을 대상으로)

  • Cheong, Jong One
    • Journal of Digital Convergence
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    • v.19 no.1
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    • pp.285-293
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    • 2021
  • Politics and conflicts within organizations are natural phenomena found in any type of organization, affecting organizational outcomes and output variables. Nevertheless, there are not many previous studies on politics and conflict within nursing organizations. Therefore, in this study, we would like to analyze how the internal politics and conflicts, which have been excluded from the previous studies related to nursing organizations, affect the quality of communication between nurses. Data were collected from 310 nurses in an university hospital. Using SPSS21, the data were analyzed by descriptive statistics, Pearson's correlation analysis, and multiple regression analyses. As results of the analyses, the organizational politics and relationship conflict have negative effect on the quality of vertical and horizontal communication, and task conflict has a positive effect on them. Organizational politics and relationship conflict have negative effects on quality of formal communication. Organizational politics and conflicts did not significantly affect the quality of informal communication. These results suggest that active, managerial efforts should be executed to overcome the negative effects of organizational politics and emotional conflicts among nurses. Furthermore, empirical research on organizational politics and conflicts within nurses organizations should be expanded.

The Relationship between Nurses Perception of the Elderly and Communication (간호사의 노인에 대한 인식과 의사소통과의 관계)

  • Yu, Myeonghwan;Kang, Jisook
    • 한국노년학
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    • v.41 no.4
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    • pp.455-468
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    • 2021
  • This study was performed to utilize for foundation data of research related nursing communication and developing nursing intervention by examining the relationship between nurses' perception of the elderly and communication. This study is a descriptive research using a set of questionnaires that examines the relationship between nurses who provide care to the elderly by confirming their perception of the elderly, communication difficulties with the elderly, communication behavior, and satisfaction with communication. After IRB approval, data were collected either face-to-face survey or by online survey. A total of 292 nurses participated in this study. The collected data were analyzed as descriptive statistics, t-test and ANOVA, Duncan test and Pearson's Correlation Coefficients, Multiple Regression Analysis by using SPSS/WIN 26 program. As a result, a significant correlation was identified between perception of the elderly and communication disorders, communication behavior, and communication satisfaction. We found that nurses who had more positive perceptions about the elderly had less communication disorders, better communication behaviors, and higher communication satisfaction with the elderly. From this result, we suggest that nurses caring for the elderly should receive education on communication methods with elderly to improve their perception. Furthermore, we suggest future studies to improve nurse's perception of the elderly and communication.

Effect of Other Behaviors on Self-Directed Learning Ability, Flow and Academic Achievement of Department of Radiology(science) Students in Online Classes (온라인 수업에서 방사선(학)과 학생들의 딴짓이 자기주도적 학습역량, 몰입, 학업성취도에 미치는 영향)

  • Na, Gil-Ju
    • Journal of the Korean Society of Radiology
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    • v.16 no.5
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    • pp.611-618
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    • 2022
  • The purpose of this study was to confirm the degree of other behaviors among university students in the department of radiology(science) who experienced online classes in the COVID-19 situation and to investigate the effect of self-directed learning ability, flow and academic achievement on other behaviors. The research method was descriptive research. Data were 200 students collected from June 1 to 30 in 2022 using structured questionnaires as students in the Department of Radiology(science). Collected data were analyzed using descriptive statistics, t-test, ANOVA, Cronbach's pearson's correlation, multiple regression analysis with SPSS/WIN 21.0. The result of the study showed that the other behaviors were in the order of 'having s different thought, and 'sending text messages'. other behaviors was 1.75, self-directed learning ability was 3.60, flow was 3.23 and academic achievement was 4.29. There was a significant negative correlation between other behaviors and self-directed learning ability, flow, academic achievement. Factors influencing other behaviors were academic achievement, age, flow, self-directed learning ability in that order. As a result of the above research. it is expected that specific measures and various teaching methods to be flowed in the class are need as the way to lower the other behaviors of university students in the Department of Radiology(science) is to increase academic achievement.