• Title/Summary/Keyword: Hierarchical regression analysis

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Analysis of the Relationship between the Convergence Factors Related to Organizational Citizenship Behavior of Some Hospital Administrative Staffs (일부 병원행정직의 조직시민행동과 관련된 융복합 요인의 관련성 분석)

  • Kim, Seung-Hee;Bae, Sang-Yun
    • Journal of Digital Convergence
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    • v.18 no.3
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    • pp.259-266
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    • 2020
  • This paper attempted to find the convergence factors related to the organizational citizenship behavior of hospital administration staff(HAS). The survey was conducted on 274 administrative staff at 22 hospitals in J regions randomly selected using self-administered questionnaires. The survey period took about a month from July 1 to July 31, 2019. The hierarchical multiple regression analysis shows the following results. The organizational citizenship behavior of respondents turned out to be significantly higher in following groups: The higher the procedure justice, sub-areas of organization justice, the higher the intragroup trust, and the higher the organizational commitment. Their explanatory power was 41.9%. The results of the study indicate that the efforts, to increase organization justice, intragroup trust and organizational commitment, are required to improve organizational citizenship behavior among HAS. The above results are expected to be utilized in human resource management and industrial health education of medical institutions that enhance organizational citizenship behavior of HAS. Later research requires the establishment of a structural equation model that affects organizational citizenship behavior of HAS.

A Study on the Relationship of Infection Control Performance in a Long Term Care Hospital Caregivers (일개 지역 요양병원 간병인의 감염관리수행도 관련성 연구)

  • Hong, Na-Kyung;Kang, Kyung-Ja
    • Journal of Digital Convergence
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    • v.18 no.1
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    • pp.187-198
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    • 2020
  • The purpose of the study is to investigate infection management status of long term care hospitals and infection prevention knowledge of caregivers. This is descriptive study to investigate the factors affecting caregivers' infection control performance in long term care hospitals. The data collection period was from August, 2018, and a total of 197 caregivers from 8 long term care hospitals. The data analysis were done Win SPSS 20.0 with t-test, ANOVA, pearson's correlation coefficient, and hierarchical multiple regression analysis. Infection prevention knowledge was positively correlated with infection control performance (p=<.001). The factors influencing performance in a long term care hospital caregivers were over seventy years old (t=2.50, p=.013), eight-hour working time (t=-2.62, p=.010), nursing staffing First grades (t=2.48, p=.014), and infection prevention knowledge (t=2.96 p=.003), which explained 12.9% (F=6.70 p<.001). In summary, we recommend to develop infection education interventions to improve caregivers' infection control performance in long term care hospitals and to improve of the function in long term care hospitals.

The Effect of Worker-to-home Compatibility on the Satisfaction of a Spouse: Focusing on the Mediation Effect of Social Assistance (취업모의 일·가정 양립이 배우자만족도에 미치는 영향: 사회적 지원의 매개효과를 중심으로)

  • Park, Gil-Soon
    • Journal of Convergence for Information Technology
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    • v.10 no.1
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    • pp.128-138
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    • 2020
  • The purpose of this study is to verify the medial effect of social support in the process of the effect of working mother compatibility on spouse satisfaction. To that end, 727 employed workers who were kept samples until the 10th year (2017) were analyzed out of the data from the Korea Children's Panel Survey. Data analysis was performed for frequency analysis and regularity verification, and correlation and hierarchical regression were performed. In addition, the three-step method of Baron & Kenny (1986) was used to verify the mediated effect of social support. The results of the verification are as follows. First, the advantages of working mothers' work-in-home compatibility have had a static impact on their spouse satisfaction(ß=.164, t=4.078, p<.01). Second, the conflict between working mothers and their families has shown an amulet (-) impact on their spouse satisfaction(ß=-.134, t=-3.438, p<.05). Third, the partial selling effect of social support was verified in the process of the effect of the factors of conflict and advantages of working mothers on their spouse satisfaction. Based on the above research results, the compatibility of working mothers with working families suggested development and application of programs to enhance spouse satisfaction and social support.

The Study on Development of R&D Technology Rating Methodology in the Defense Area (국방 R&D기술 등급평가 방법론 개발 연구)

  • Jung, You-Jin;Kim, Joon-Young;Joung, Tae-Yun
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.18 no.2
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    • pp.158-167
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    • 2017
  • This paper presents the technology rating methodology that is applicable to defense R&D technology. First, a technology profitability index was developed using multiple regression analysis to forecast the revenue from technology transfer. Secondly, the technology evaluation index was derived using hierarchical analysis with expert opinion. Finally, the weighted average of the technology profitability index and technology evaluation index were calculated to derive the technology rating. This study is significant in that it is first attempt to evaluate defense R&D technology by rating. If the defense R&D technology rating methodology is applied in practice, it can contribute to efficient R&D budget allocation. In addition, it will help in the vitalization of technology transfer in the defense R&D sector.

The Relationship between Job Stress and Career Resilience of Fire Fighting Officers: The Mediation Effect of the Job Efficacy (소방공무원의 직무스트레스와 경력탄력성의 관계: 직무효능감의 매개효과)

  • Han, Hye Kyung;Kim, Gab Sook
    • Fire Science and Engineering
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    • v.33 no.2
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    • pp.155-163
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    • 2019
  • The purpose of this study was to investigate the mediation effect of the job efficacy on the relationship between job stress and career resilience of fire fighting officers. The participants of this study were 151 Jeju Island local fire fighting officers. The research tools used were job stress scale, career resilience scale and job efficacy scale. The data were analyzed using the SPSS statistical program. Pearson's correlation analysis, hierarchical multiple regression analysis and the Sobel test were conducted. The results of this study are as follows: First, there was a significant negative correlation between the job stress and the career resilience and between the job stress and the job efficacy, while there was a significant positive correlation between the job efficacy and the career resilience. Second, the job efficacy of fire fighting officers was found to have a perfect mediation effect on the job stress and the career resilience. As a result, it was found that job efficiency as a mediator to cope with job stress can improve the work efficiency by improving the career resilience of fire fighting officers. Finally, the discussion and implication are provided based on the results.

Convergence Factors Related with Communication Competency of Students in Health Majors in Studying for TOEIC (TOEIC을 학습하는 보건계열 일부 대학생의 의사소통능력과 관련된 융복합적 요인)

  • Hong, Soomi;Bae, Sang-Yun
    • Journal of Digital Convergence
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    • v.17 no.5
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    • pp.257-266
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    • 2019
  • This study investigates convergent factors related with communication competency of some health majors students in studying for TOEIC. The questionnaire was used using an unregistered self-administered questionnaire for 280 health majors students in TOEIC class from college located in J area from November 1, 2018 to November 30, 2018. The hierarchical multiple regression analysis shows the following results. The communication competency of respondents turned out to be significantly higher in following groups: a group in which ego-resilience is higher, a group in which inkling is higher, and a group in which self-leadership is higher. The results show explanatory power of 57.0%. The results of the study indicate that the efforts, to increase ego-resilience, inkling and self-leadership are required to improve the communication competency among health majors students in studying for TOEIC. These results can be used to develop and operate educational resources and support programs that improve communication competency of health majors students in studying for TOEIC. Future research requires presentation and analysis of structural models considering factors affecting communication competency and correlation with TOEIC scores of health majors students in studying for TOEIC.

The Moderating Effects of Social Support and Self-Efficacy on the Relationship between Resilience and Burnout of Visiting Caregivers in Seoul (서울지역 방문요양보호사의 회복탄력성과 직무소진의 관계에서 사회적 지지와 자기효능감의 조절효과에 관한 연구)

  • Nam, Kyung-Ok;Chae, Jae-Eun
    • Journal of Digital Convergence
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    • v.19 no.1
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    • pp.59-66
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    • 2021
  • As the demand for elderly care service has been on rise due to the increasing of the aging population, the role of visiting caregivers becomes increasingly important. In this context, this study aims to examine whether there are moderating effects of social support and self-efficacy on the relationship between resilience of visiting caregivers and their burnouts. The hierarchical regression analysis was used for statistical analysis. The findings from the study are as follow. First, resilience has a negative effect on burnout. As the resilience increases, the burnout decreases. Second, social support has moderating effects on the relationship between a resilience sub-variable(positivity) and burnout. Third, self-efficacy has a moderating effect on the relationship between a resilience sub-variable(self-regulation) and burnout. The findings of the study suggest that nursing facilities pay attention to psychological characteristics of visiting caregivers as well as their job characteristics in designing burnout prevention programs for them.

A Study on the Satisfaction with Life for the Elderly - Comparison Study of volunteer work group and economic activities group - (노년기 삶의 만족도에 관한 연구 - 자원봉사활동 집단과 경제활동집단의 비교를 중심으로 -)

  • Kwon, Mi Ae;Kim, Tae Hyun
    • 한국노년학
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    • v.28 no.4
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    • pp.1089-1111
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    • 2008
  • The purpose of this study was to research the effects of socio-demographic factors and values in each group on satisfaction with life by categorizing the activity types of the elderly into volunteer work and economic activities. The subjects of this study were 60 years an old higher. The questionnaires were categorized depending on activity types and collected. The voluntary work group consisted of 201 people (76 males, 36.8% and 125 females, 62.2%), The economic activity group consisted of 219 people (127 males, 58.0% and 92 females, 42.0%). The SPSS 14.0 Windows program was used to analyze data. Frequency, average, standard deviation, factor analysis, Pearson correlation coefficient, t-test, One-Way ANOVA analysis, and hierarchical multiple linear regression were analyzed. The major findings of this study indicate that the elderly in the voluntary work group have a high collectivism value, higher income earned by performing economic activities, and good cognitive health affected by a high satisfaction with life. From these research results, it was proved that a collectivism value is a common factor that affects satisfaction with life in both of the economic activity group. Those who were older had a traditional collectivism value. The voluntary work group showed a stronger collectivism value and higher satisfaction with life than the economic activity group. Thus, the diverse types of voluntary work should be developed and a systematic system should be established as methods for improving quality of life and satisfaction.

Effects of Working Competency of Local Child Centers on the Quality of Service for Children: The Mediation Effect of Self-Efficiency (지역아동센터 종사자의 업무 역량이 아동서비스의 질에 미치는 영향: 자기효능감의 매개효과)

  • Park, Woon-ju
    • The Journal of the Korea Contents Association
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    • v.21 no.1
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    • pp.590-602
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    • 2021
  • This study was originated from the idea that it would be important for caring service of community children center to be positioned as the institution to strengthen the public nature and provide quality care services to children. In particular, competencies of the employees in community children centers play an important role and the quality of children care services is the crucial evaluation parameter for those institutions. The objectives of this study are to investigate the effects of the competency levels of the employees in community children centers on the service quality to children and to verify the mediated effect of self-efficacy on their service quality to children. With respect to the data analysis methods, hierarchical regression analysis was performed. Barron & Kenny's method was used to understand the mediated effect of self-efficacy. Also, Sobel test was performed to investigate the significance of mediated effect of self-efficacy. The study results are, first, the service quality to children might be differed by the level of competencies of the employees in community children centers; and second, partial mediated effect of self-efficacy was found between their competencies and service quality to children. These results implicate that service quality to children can be improved by strengthening competencies of the employees in community children centers and enhancing their self-efficacy. It is necessary to try to improve the service quality by enhancing competencies and self-efficacy of the employees in community children centers, which will lead those institutions to play a crucial role in the caring services.

The Relationship Between Gratitude Disposition and Psychological Well-BeingofUniversity Students: TheMediation Effect of Self-esteem (대학생의 감사성향과 심리적 안녕감의 관계 :자아존중감의 매개효과)

  • Choi, Jung-Myung;Kim, Sun-Mee
    • Journal of the Health Care and Life Science
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    • v.8 no.2
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    • pp.173-179
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    • 2020
  • The purpose of this study is to verify whether the relationship between gratitude disposition and psychological well-being of college students shows a mediating effect of self-esteem The final 211 copies of the data were used in the analysis for the study, which was collected as students attending the university located in Group C. The data were statistically processed using SPSS 21.0 and the hierarchical regression analysis was performed to analyze the collected data. The results of the study are summarized as follows: Looking at the impact of the first-phase gratitude disposition on self-esteem, it was found that gratitude disposition was significant to self-esteem. Looking at the impact of the second-phase gratitude disposition on psychological well-being, gratitude disposition was significant to psychological well-being. Since the three-stage gratitude disposition was significant to psychological well-being, self-esteem can be seen to have partial medias. The results of this study confirmed that gratitude disposition was necessary as psychological resources to promote psychological well-being of university students, and self-esteem had a mediating effect. It is hoped that this research result will be used as a basis for the development of programs to improve gratitude disposition and self-esteem in order to promote the psychological well-being of college students.