• Title/Summary/Keyword: Hierarchical Multiple Regression

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The Effect of Stress and Sense of Coherence on Health Behavior Compliance in Outpatients with Stroke (뇌졸중 환자의 스트레스와 통합성이 건강행위 이행에 미치는 영향)

  • Lee, Won Joo;Lee, Ji Won
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.21 no.1
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    • pp.232-239
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    • 2020
  • The purpose of this study was to identify the effect of stress and sense of coherence on health behavior compliance in patients with stroke. The subjects were 124 outpatients with stroke at a general hospital in Ulsan from May to July, 2019. The data were analyzed using descriptive statistics, t-test, one-way ANOVA, Scheffé test, Pearson's correlation coefficient and hierarchical multiple regression analysis by using SPSS 25.0. In the results, the health behavior compliance showed a significantly positive correlation with sense of coherence(r=.71, p<.001) and a negative correlation with stress(r=-.53, p<.001). The predictors of model 1 were gender(t=4.07, p<.001), education level(t=4.18, p<.001), and monthly income(t=-2.34, p=.021) and the statistical power was 39.6%. The predictors of model 2 were gender(t=4.65, p<.001), education level(t=43.24, p<.001), and sense of coherence(t=4.33, p<.001) and the statistical power was 60.4%. Thus, a nursing intervention program which is focused on a sense of coherence could promote health behavior compliance in patients with stroke.

Financial Hardship Factors affecting the Cancer Patient's Quality of Life (암 환자의 삶의 질에 영향을 미치는 재정 관련 어려움 요인)

  • Rhee, Young-Sun;Kim, Su-Yeon;Park, Jeong-Hwan
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.21 no.10
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    • pp.299-307
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    • 2020
  • Purpose: The purpose of this study was to investigate the financial hardships affecting the quality of life of cancer survivors. Method: Data were collected from five convalescent hospitals using self-administered questionnaires, and 422 questionnaires were used for the final analysis. We used a 5-step hierarchical multiple-regression analysis by entering each sociodemographic variable, medical variable, and three types of financial hardship (a material situation, the psychological response, and coping behavior coming from cancer treatment cost) into each step. Results: The results of statistical analysis indicate that the most influential factor in the quality of life was the financial difficulty, which was the frustration that they could not work as usual or support their family financially. In addition, the performance of physical activity, accompanying diseases, women patients, psychological burden on cancer treatment cost, the satisfaction of communication with medical staff for medical expenses, and the feeling unsuccessful financial coping strategy were predictors for the quality of life of cancer survivors. Conclusion: This study provides a blueprint for the development of intervention programs in practice to improve the quality of life of cancer patients, clinical intervention plans, and health policies.

A Study of Entrepreneurship Education on Entrepreneurial Orientation of Korean and Chinese University Students: Focused on Entrepreneurial Self-Efficacy as Mediator (기업가정신교육이 한·중대학생들의 기업가적 지향성에 미치는 영향: 자기효능감의 매개효과를 중심으로)

  • Yang, Jun Hwan
    • Asia-Pacific Journal of Business Venturing and Entrepreneurship
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    • v.15 no.3
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    • pp.233-242
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    • 2020
  • This empirical study was designed to identify the key factors that affect entrepreneurial orientation of university students. An exploratory model was suggested to verify the relationship among the research variables including entrepreneurship education, entrepreneurial self-efficacy, and entrepreneurial orientation(Innovativeness, Proactiveness, Risk-Taking Propensity) in order to attain the purpose of the study. This paper also aimed at investigating the possible difference between Korea and China in entrepreneurial process within this research framework. Total 440 university students participated in this study from both countries; Korea(n=224) and China(n=216). The hierarchical multiple regression was employed for estimating technique by using IBM SPSS statistics Version 23. The findings showed that entrepreneurship education works as a key predictor of entrepreneurial orien- tation and entrepreneurial self-efficacy as well. Also, entrepreneurial self-efficacy has a positive and significant mediating effect and goes on to further impact entrepreneurial orientation. So, entrepreneurship education should be enhanced extensively in order to promote entrepreneurship of young people. The theoretical and practical implication were presented.

Analysis of the Trend and the Factors Influencing the Usage Before and After the Application of the National Health Insurance for the Magnetic Resonance Imaging (자기공명영상의 건강보험 적용 전·후 이용량 동향 및 요인 분석)

  • Gil, Jong-Won;Choi, Sung-Oog
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.17 no.8
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    • pp.477-484
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    • 2016
  • This study was carried out to determine the factors affecting the trend and usage of Magnetic Resonance Imaging before and after the implementation of National Health Insurance. The research materials were the MRI Execution Data, Health Insurance Review Data, and Medical Expenses in the Health Insurance Data from a General Hospital located in Dae-jeon Metropolitan City from 2004 to 2013. The subjects of analysis were 3,754 people in 2004 (prior to the implementation of Health Insurance), and 4,107-8,603 people from 2005-2013(after the implementation of Health Insurance). In terms of analysis, a comparison of the use of MRI before and after implementation of the Health Insurance of User Characteristics and Provider Characteristics were taken as $X^2$, while factor analysis for the elements that affect MRI usage was carried out by Hierarchical Multiple Regression Analysis. According to the results of this study, the level of use decreased temporarily in the initial application stages of the national health insurance, but it soon increased. In particular, the inspection rates for women, the head and neck, those not subject to the application of the national health insurance, internal medicine, and the inpatients increased. The application of the national health insurance for MRI influenced the increasing inspection rates (P<.0001). As the inspection rate for the MRI increased, it is important to expand the application of the national health insurance to reduce the national health expenditure.

The Influence of Health Behaviors and Sleep related Factors on Cognitive Function in the Elderly Hypertensive Patients (노인 고혈압 환자의 건강행태 및 수면 관련 요인이 인지기능에 미치는 영향)

  • Kim, Ahrin;Jeon, Hae Ok
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.16 no.10
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    • pp.7078-7088
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    • 2015
  • This study examined effects of health behaviors and sleep related factor on cognitive function in the elderly hypertensive patients. Data were collected through a face to face interview survey with structured questionnaire form 140 elderly with hypertension ($age{\geq}65years$) from February 5 to May 1, 2013. Research instruments included Pittsburgh Sleep Quality Index(PSQI), Epworth Sleepiness Scale(ESS) and Korean version the Mini-Mental State Examination(MMSE-K). Cognitive function was negatively related to degradation in quality of sleep(r=-.29, p<.001). Sleep duration were negatively related to body mass index(r=-.18, p=.032) and degradation in quality of sleep(r=-.59, p<.001). Sleep duration was positively related to daytime sleepiness(r=.22, p=.008). Hierarchical multiple regression showed that age, education levels and living arrangement were associated with cognitive function(F=8.56, p<.001, Adjusted $R^2=.14$). After controlling for demographic characteristics and health behaviors, degradation in quality of sleep(${\beta}=-.27$, p=.008) was identified as significant predictors of cognitive function. This final model explained 17.0% of the cognitive function in the elderly hypertensive patients(F=4.09, p<.001). Therefore, as a strategy improving cognitive function of the elderly with hypertension, therapeutic intervention should be developed to improve quality of sleep considering age, education levels and living arrangement.

Change in patient safety, quality of medical care, organization culture and hospital management performance after healthcare accreditation system for convalescent hospital (요양병원 의료기관인증제 시행 후 환자안전, 의료의 질, 조직문화 및 병원경영성과의 변화)

  • Seo, Young-Ho;Kim, Keon-Yeop;Kim, Myeong-Seon
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.19 no.9
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    • pp.391-401
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    • 2018
  • This study was conducted to investigate the effects of implementation of the healthcare accreditation system on patient safety, quality of medical care, organization culture and management performance of convalescent hospitals. Ten hospitals were selected at random from among 36 convalescent hospitals in Daegu that had obtained accreditation until September 2015. To accomplish this, hospital staff were surveyed from 15 February to 25 March, 2016 using a questionnaire with 253 objects. We investigated how the healthcare accreditation system has influenced patient safety, service quality, organization culture and performance of hospital management. The change in the treatment support system showed the highest score of 3.93 among quality change and medical service items, while that of personnel source culture showed the highest score of 3.78 points among organization culture items, and that of internal process view, study and growth view showed the highest score of 3.71 among management performance items. Multiple regression analysis revealed that factors positively changing hospital management performance were nurses, employees and managers, basic value systems, organization culture, personnel source culture, open system culture, hierarchical culture, and production oriented culture. The quality of patient safety and medical care was positively influenced by changes in the quality of convalescent hospitals after implementation of the healthcare accreditation system. However, among the four types of organizational culture, the financial perspective was relatively low compared to other perspectives.

The Associated Factors of Protective Behaviors for Radiation Exposure based on Health Belief Model Honam Province Radiologic Technologists (건강신념모델을 적용한 호남지역 방사선사의 방사선 방어행위 수행도 관련 요인)

  • Yoon, Yo-Sang;Ryu, So-Yeon;Park, Jong;Choi, Seong-Woo;Oh, Hye-Jong
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.21 no.3
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    • pp.96-107
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    • 2020
  • This study aimed to identify the associated factors of protective behaviors for radiation exposure among some radiology technologists using the Health Belief Model. The subjects of the study were 541 radiology technologists working at hospitals or clinics in Honam Province. Using the SPSS version 18.0 program, data were analyzed using a t-test, ANOVA, Pearson's correlation analysis, and hierarchical multiple logistic regression analysis. To modify the factors, the performance of subjects who had a higher level of education and nuclear medicine rooms were higher than those who worked in simple radiography rooms. The radiation protective behaviors performance of the subjects who had more exercise, medium-level stress, and worked in higher-quality protection facilities was higher. Regarding the personal perceptions, the cues to action (β=.292, p=.0001), and perceived seriousness (β =.075, p=.010) were factors that had effects on the performance of radiation protection behaviors. Regarding the likelihood of action, the benefits (β=.168, p<.0001), self-efficacy (β=.148, p=.007), and the performance of protective behaviors were higher. In conclusion, protection education as a cue to action should be provided to stimulate protective behaviors, and the benefits of protective behaviors should be emphasized. To increase the performance of protection behaviors, self-efficacy should be enhanced, and the subjects are offered appropriate information that helps perceive seriousness.

An Analysis of Influential Factors from Continuous Use by Mobil Game Users : Lifestyle under Gender and Nationality (모바일게임 이용자의 지속사용 영향요인분석: 성별과 국적에 따른 라이프스타일을 중심으로)

  • Shim, Sun-Ae;Jung, Hyung-Won
    • Journal of Digital Convergence
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    • v.15 no.5
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    • pp.381-390
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    • 2017
  • Lifestyle is an important variable to understand consumer behavior because it is a lifestyle that is common to all members of society or some members of society. so In this study, the survey has been performed on adult mobile game users over the age of 20 in Korea and China to evaluate the correlation between lifestyle and will of continuous use of game by mobile game users, and the hierarchical multiple regression analysis has been performed on the collected data by using the statistical package program SPSS 20.0. There were total 212 respondents with the gender ratio of 50:50, and 107 respondents were Korean, and 105 respondents were Chinese. As a result of study, first, regardless of lifestyle, more male and more Chinese respondents showed higher will of continuous use. Second, among mobile game user lifestyles, the challenge-oriented, trend-oriented, conservative, and ostentatious lifestyles could become significant causal variables for the will of continuous use of game. Yet, the influence of such lifestyle was not correlated with individual genders or nationalities. The result of this study will be provided as the basic data to establish the strategic solution for companies and government policies for entrance into the mobile game market of China in the future.

Influence of Perception of Importance of Communication, Self-esteem and Communication skill on Patient Safety attitude of Nursing student (간호대학생의 의사소통 중요성 인식, 자존감 및 의사소통능력이 환자안전태도에 미치는 영향)

  • Lee, Oi Sun;Lee, Kyoung Sook;Gu, Hye Ja
    • Journal of Digital Convergence
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    • v.18 no.10
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    • pp.307-314
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    • 2020
  • This purpose of the study is to investigate the influence of perception of importance of communication, self-esteem and communication skill on patient safety attitude of nursing students. Subjects were 164 associate nursing students associate nursing students(3·4rd). The data were collected using self -report questionnaire from May 17 to June 14, 2019. Data were analyzed by descriptive statistics, t-test, ANOVA, Pearson correlation and hierarchical multiple regression with SPSS/WIN 23.0. Mean point of perception of importance of communication(5 point scale) was 3.75. self-esteem(4 point scale) was 3.64, and communication skill(5 point scale) was 3.60 and patient safety attitude(5 point scale) was 4.44. Patient safety attitude were positively correlated with perception of importance of communication (r=.57, p<.001), self-esteem(r=.32. p <.001) and communication skill(r=.34. p <.001) of nursing students. Perception of importance of communication(β=.520, p<.001), self-esteem(β=.165, p=.039) explained 34.76% of total variance of patient safety attitude of nursing students. Therefore, To increase patient safety attitude of nursing students, it is necessary to develop and test the program for improving perception of importance of communication and self-esteem of nursing students.

Comparison of Academic Stress, Stress Coping and Academic Burnout between Elementary Gifted Students and General Students and Analysis of the Relationships (초등영재와 일반학생의 학업스트레스, 스트레스 대처방식, 학업소진 비교 및 관계 분석)

  • Ahn, Jong-Hyuk;Yoo, Mi-Hyun
    • Journal of Gifted/Talented Education
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    • v.24 no.2
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    • pp.169-189
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    • 2014
  • The purpose of this study was to compare elementary gifted student's academic stress, stress coping and academic burnout with those of general students and investigate the relationships between academic stress, stress coping and academic burnout. There is a significant meaning in promoting healthy growth and development by reducing academic stress and academic burnouts, as well as providing fundamental data to understand and mentor elementary gifted student and general students emotionally. The results obtained in this study were as follows. First, the results showed that the gifted students' academic stress, school stress, and after school academic stress were significantly lower than general students'. Second, the results showed that the elementary gifted students used more of active and socially supported ways to cope with stress while the general students use more of passive/evasive and aggressive ways to cope with stress. Third, the results showed that the score of gifted students' academic burnouts was significantly lower than that of regular students', and among general students, the students who spent more time than average time in the private education per week had significantly higher academic burnouts compared to the students who didn't. Fourth, the results showed that the elementary gifted students with high academic stress used more passive/evasive and aggressive ways to cope with stress. As a result of correlation analysis, it appeared a positive correlation between academic stress and academic burnout. Hierarchical multiple regression showed that academic stress and stress coping affected on academic burnout significantly.