• Title/Summary/Keyword: Hierarchical Multiple Regression

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Correlates of Self-rated Fatigue in Korean Employees (우리나라 직장인 피로의 역학적 특성)

  • Chang, Sei-Jin;Kang, Myung-Gun;Hyun, Sook-Jung;Cha, Bong-Suk;Park, Jong-Ku;Park, Jun-Ho;Kim, Seong-Ah;Kang, Dong-Mug;Chang, Seong-Sil;Lee, Kyung-Jae;Ha, Eun-Hee;Ha, Mi-Na;Koh, Sang-Baek
    • Journal of Preventive Medicine and Public Health
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    • v.38 no.1
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    • pp.71-81
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    • 2005
  • Objective : To elucidate the correlates of self-rated fatigue in Korean employees. Methods : The data for 10,176 (men, 7,984; women, 2,192; mean age, 34.2; SD: 8.8) employees recruited from a nationwide sample were examined. A structured questionnaire was used to measure the participants' fatigue, sociodemographics (sex, age, education, and marital status), job-related characteristics (work duration, grade at work, work hours, shiftwork, employment type, and magnitude of workplace), and health-related habits (smoking, drinking, coffee intake, and exercise). Two types of measurement for fatigue were used to evaluate the magnitude of fatigue: self-rated question and a standardized measurement tool (Multidimensional Fatigue Scale: MFS). Results : According to the self-rated fatigue, 32% of employees reported that they felt fatigue for the past two weeks, and 9.6% of males and 8.7% of females had experienced excessive fatigue (6 months or more). Hierarchical multiple regression analysis showed that fatigue measured by MFS was more common in women, younger, college or more graduated, single, and employees who do not regularly exercise. Fatigue was also associated with long work hours, and the size of the workplace (<1,000 employees). Conclusions : These results suggest that fatigue has been considered as a common complaint, and that it is affected by job-related factors like work hours and the workplace size as well as sociodemographics or health-related behaviors. Further research is needed to clarify the effects of fatigue on adverse health outcomes, work performance, work disability, sick absence and medical utilization, and to examine the relationship of job characteristics (e.g.: work demand, decision latitude) to fatigue.

A Study on the Influence of Work-Life Balance on Organizational Commitment: Moderating Effects of Perceived Value of Work(PVW) (일과 삶의 균형과 조직몰입에 관한 연구: 일가치감의 조절효과)

  • Son, HeonIl;Kwon, HyeokGi
    • Journal of Korea Society of Industrial Information Systems
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    • v.23 no.5
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    • pp.77-87
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    • 2018
  • The Purpose of This study is amid competition, High-quality human resources in food service industry make a lot of efforts. Especially, Work and Life Balance(WLB) is a considerable factor when modern workers decide and maintain the workplace and also it could be supposed as one strategic method that corporations could attract and maintain talented people. This study built a exploratory model that there is causal relationship of WLB(work and life balance) to employee's organizational commitment. Additionally this study examine the Moderating Effect of perceived value of work between WLB(work and life balance) and organizational commitment. This study utilized total 217 responses from workers of food service industrial employees and as analysis methods, it used descriptive statistic analysis, correlation analysis, multiple regression analysis, and hierarchical analysis. Results of analysis are as follows. First this study found that the work-life balance could give significant effects to the organizational commitment. work-growth balance and work-leisure balance has positive significance effect with the organizational commitment but work-family balance was not statistically significant. Second, The significance of this study indicates that perceived value of work plays a role as moderating variable influencing the relationship between work and growth balance and employee organizational commitment. Lastly, this study suggested the implication of the result, the limitation and the direction of future study. The results of this study provide suggestion to the company.

Analysis of the Influence of Human Nature Factors, Mental Health Factors and Fatigue on Occupational Stress among Hospital Administrative Staff Using a Structural Equation Model (구조방정식모형을 이용한 병원행정직의 인성, 정신건강 및 피로가 직무스트레스에 미치는 영향 분석)

  • Bae, Sang-Yun;Kim, Seung-Hee
    • Journal of Digital Convergence
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    • v.13 no.3
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    • pp.221-229
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    • 2015
  • This study was performed to determine the occupational stress and its association with human nature factors, mental health factors and fatigue among some hospital administrative staff. The survey was administered to 189 staff in Jeonbuk area from June 1st to July 31th, 2014. The level of occupational stress was positively correlated with human nature, mental health and fatigue. The results of hierarchical multiple regression analysis show the following. The occupational stress of respondents turned out to be significantly higher in following groups: a group of female, a group that chance locus of control is higher, a group that external locus of control is lower, a group of the lower self-esteem, a group of higher situational fatigue, a group of higher psycho-social stress, and a group of higher depression. Their explanatory power was 60.4%. With the analysis of covariance structure, we could confirm relationship among the four factors such as human nature, mental health, fatigue and occupational stress. Also, the analysis showed that human nature factors were more influential on the occupational stress than mental health factors and fatigue.

Analysis of Convergent Influence of Positive Emotion, Negative Emotion and Job Seeking Stress on Depression among College Women of Health Affiliated Educations (보건계열 여대생의 긍정정서, 부정정서 및 취업스트레스가 우울에 미치는 융복합적 영향 분석)

  • Bae, Sang-Yun;Kim, Seung-Hee
    • Journal of Digital Convergence
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    • v.14 no.3
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    • pp.269-278
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    • 2016
  • This study investigates convergent influence on depression and its association with positive emotion, negative emotion and job seeking stress among some college women of health affiliated educations. The survey was administered to 419 college women in Honam area from March 9th to April 30th, 2015. The structured self-administered questionaries were used. The depression was negatively correlated with positive emotion and it was positively correlated with negative emotion and job seeking stress. The results of hierarchical multiple regression analysis show the following. The depression of respondents turned out to be significantly higher in following groups: a group in which self esteem is lower, a group in which subjective happiness is lower, a group in which hopelessness is higher, a group in which type A behavior pattern is higher, a group in which personality stress is higher. Their explanatory power was 47.1%. With the analysis of covariance structure, we could confirm relationship among the four factors such as positive emotion, negative emotion, job seeking stress and depression. In conclusion, the results of the study indicate that the efforts, to increase positive emotion, and to decrease negative emotion and job seeking stress, are required to reduce the depression level of the college women of health affiliated educations.

Influence of Multicultural contact Experience on the Relationship between Social Distance and Multicultural Acceptance among Nursing Students. (간호대학생의 사회적거리감과 다문화수용성의 관계에서 다문화접촉경험의 영향)

  • Noh, Yoon Goo;Lee, Oi Sun
    • Journal of Digital Convergence
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    • v.16 no.1
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    • pp.187-195
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    • 2018
  • The purpose of this study was to identify the moderated effects of multicultural contact experience on the relationship between social distance and multicultural acceptability among nursing students. The sample for this study consisted of 174 nursing students from four universities located in Korea. Data were analyzed by descriptive statistics, t-test, ANOVA, $Scheff{\acute{e}}$ test, Pearson correlation and hierarchical multiple regression with SPSS/WIN 23.0. It was found that: (a) multicultural acceptability had a negative correlation with social distance(r=-.61, p<.001), whereas a positive correlation was observed with experience of multicultural contact(r=.24, p=.002); (b) the interaction effect by multicultural contact experience and social distance had a significant influence on the multicultural acceptability(${\beta}=-.18$, p=.003); (c) experience of multicultural contact moderated the relationship between social distance and multicultural acceptability(${\Delta}R^2=0.30$, p=.003). Results of the study suggest that the greater the experience of multicultural contact, the greater the negative effect of social distance on multicultural acceptability. Therefore, to increase the multicultural acceptability of nursing students, it is important to encourage the positive experiences of multicultural contact and thus reduce social distance.

Analysis on Predictive Factors of Digital Accessibility Level of Middle-old Age Group: Focused on Gender Difference (중고령자의 디지털정보접근수준 예측요인 분석 : 성별차이를 중심으로)

  • Kim, Su-Kyoung;Shin, Hye-Ri;Kim, Young-Sun
    • Informatization Policy
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    • v.27 no.1
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    • pp.55-71
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    • 2020
  • Digital accessibility of the middle-aged and elderly has been increasing at a faster pace than other groups such as the handicapped and adolescents. However, studies related to the digital accessibility of middle and older adults are scarce. In order to examine variables affecting accessibility to digital information of the middle-aged and elderly people, this study researches the impacts of sociodemographic, physical and mental health and social activity variables on the accessibility of digital information. We analyzed data of 1,661 people between the ages of 55 and 84 from the 2018 Status Survey on Digital Divide conducted by the National Information Society Agency. The hierarchical multiple regression analysis shows the higher education, economic, and life satisfaction levels are, the higher digital accessibility levels of both male and female are. The result of the analysis also shows that the aged male has a higher accessibility level when he does not live alone; meanwhile, the aged female has higher digital capability as her age is lower, which describes that there are differences between gender. We expect the result of this study to be used as an important reference to understand factors related to digital accessibility level and active intervention for improving digital accessibility of the middle-aged and elderly male and female.

Differences in Self-Directed Learning Readiness, Learning Presence and Learning Transfer between Low-Achievers Participating in Peer Tutoring ('동료 튜터링'에 참가한 목표달성 집단과 미달성 집단의 차이: 자기주도학습 준비도, 학습실재감, 학습전이를 중심으로)

  • Hwang, Soonhee
    • The Journal of the Korea Contents Association
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    • v.20 no.1
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    • pp.581-592
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    • 2020
  • This research aims to explore the effect of participation in 'peer tutoring(learning tutoring)' program designed for low achiever students, and to provide an explanation for the improvement of related extracurricular activity. For this, firstly, the study analyzed differences between goal attainment group and non-attainment group in self-directed learning readiness, learning presence and learning transfer. Secondly, the relationships between three variables were analyzed. Based on an online survey of 154 low achievers participating in learning tutoring, two research questions were examined using t-test, correlation and hierarchical multiple regression analyses. Our findings show that firstly, the academic achievement after participating in tutoring improved more than before. Secondly, there were differences in three variables by gender and grades. Also, there were differences in three variables between two groups. Finally, there was a high positive correlation between three variables, and 71% of learning transfer was explained by self-directed learning readiness and learning presence. Based on these findings, the practical implications are discussed regarding the improvement of tutoring program.

Analysis of Convergent Influence of Self Esteem, Depression, Hopelessness, Locus of Control and Type A Behavior Pattern on Job Seeking Stress among Some College Women (일부 여대생의 자아존중감, 우울, 무망감, 통제위치 및 A형 행동유형이 취업스트레스에 미치는 융복합적 영향 분석)

  • Bae, Sang-Yun;Kim, Seung-Hee
    • Journal of Digital Convergence
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    • v.14 no.12
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    • pp.323-333
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    • 2016
  • This study investigates convergent influence on job seeking stress and its association with self esteem, hopelessness, depression, locus of control and type A behavior pattern among some college women. The survey was administered to 531 college women in Jeonbuk area from March 28th to April 29th, 2016. The structured self-administered questionaries were used. The results of hierarchical multiple regression analysis show the following. The job seeking stress of respondents turned out to be significantly higher in following groups: a group in which self esteem is lower and groups in which hopelessness, depression, external locus of control and type A behavior pattern are higher. Their explanatory power was 43.2%. With the analysis of covariance structure, we could confirm relationship among the four factors such as self esteem, hopelessness, depression, locus of control, type A behavior pattern and job seeking stress. The results of the study indicate that the efforts, to increase self esteem, and to decrease hopelessness, depression, locus of control and type A behavior pattern, are required to reduce the job seeking stress of the college women. The results are expected to be useful for the development of program and policy to decrease the job seeking stress of the college women. In the following study, the analysis about additional factors of influence on job seeking stress will be needed.

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 Effects of Coping Strategies of Male Abusive Behavior on Intimate Female Partner Violence (남성배우자의 부부갈등 대처전략이 아내폭력에 미치는 영향에 관한 연구)

  • Yoo, Chai-Young;Kim, Jung-Deuk
    • Korean Journal of Social Welfare
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    • v.61 no.2
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    • pp.277-301
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    • 2009
  • The purpose of this study is to examine those factors affecting Male Abusive Behavior on Intimate Female Partner Violence. The primary aim of this study is to determine the association between Intimate Partner Violence and coping strategies of male abusive behavior. The sample included 121 male abusive behavior who are referred by Counsel for Family Violence. For statistical analysis, descriptive statistical methods and hierarchical multiple regression were employed. Results indicated that male abusive behavior expressed more aggressive cognitive biases and irrational beliefs than nonviolent men. Both of problem-solving and avoidance coping to deal with relationship conflicts were related to abusive behavior of male. Specially, men who used higher levels of avoidance coping strategies was more likely related to physical abuse, less use of problem-solving coping was related to psychological abuse. Hostility and low marital satisfaction have also been associated with Intimate Partner Violence. Drinking is a risk factor for psychological abuse. Results are discussed implication for developing theoretical and interventional meanings of social welfare practice.

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