• 제목/요약/키워드: multiple regressions

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Factors Affecting the Performance of Healthcare-Associated Infections (HAIs) control- Focus on Empowerment and Awareness of General Hospital Nurses

  • Kim, Jeoung-Mi;Han, Young-In
    • International Journal of Advanced Culture Technology
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    • 제7권3호
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    • pp.35-45
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    • 2019
  • The aims of the study to investigate the relationship between awareness, empowerment and performance of healthcare associated infections (HAIs) control and to identify factors influencing performance of HAIs among general hospital nurses. Data were collected from 230 nurses in two general hospitals in B city, with the questionnaire of an empowerment, awareness and performance of infection control tool. The data were analyzed by t-test, one-way ANOVA, Pearson's correlation coefficient and multiple regressions. The performance of infection control was significantly correlated with empowerment and awareness of infection control. The empowerment had a positive correlation with an awareness of infection control (r= .233, p <.001) respectively. The infection control performance was influenced by infection control awareness, empowerment and number of annual job training, which explained 42.2% of the performance of infection control. Infection management performance of general hospitals nurses is affected not only by infection awareness but also by empowerment and job education. Therefore, it suggests that HAIs management program could develop for the nurses and provide empowerment with job training to improve the management and performance of HAIs, also to reinforce via constant support by the hospital.

The Effects of Health Promotion Behavior on Spiritual Well-Bing -Mediating Effect of Decision Making Ability-

  • Kim, Jungae;Sun, Sangouk
    • International Journal of Advanced Culture Technology
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    • 제7권2호
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    • pp.158-167
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    • 2019
  • The purpose of this study was to investigate the effect of Health Promotion Behavior on Spiritual well-being through decision making ability. The data for the study were collected from April 1 to 15, 2019 and the final data used in this study were 332. The research method was cross-sectional questionnaire survey. The collected data was analyzed by descriptive statistics, t-test, ANOVA, $X^2$ analysis, multiple regressions and median effect analysis using SPSS 18.0. Among the participants of this study, 18.1% of men and 81.9% of women were female. The results of this study appeared that the differences in sub-factors of health promotion behaviors by gender were higher in female in health responsibility, substance abuse, social relationship, and self-actualization (p<0.01), while men were higher in exercise than women (p<0.05). Differences in sub-factors of health promotion behaviors by gender were higher in female in health responsibility, substance abuse, social relationship, and self-actualization (p<0.01), while men were higher in exercise than women (p<0.05). Decision making (t=4.899, p<0.01), Health responsibility (t=-1.990, p<0.05), Substance abuse (t=7.344, p<0.01), Exercise (t=7.344, p<0.01), and Self-actualization (t=7.619, p<0.01) were appeared to affect Spiritual Well-Being under statistical significance. Also Decision Making Ability had a partial mediating role in health responsibility and social relationship, which were sub-factors of health promotion behavior, affecting spiritual Well-Being.

다문화 청소년과 비다문화 청소년의 폭력피해 경험 관련 요인 비교 (Comparison of the Factors related to the Experience of Violence Victimization between Multicultural and Korean-Origin Adolescents)

  • 강현주;박현주;현혜진
    • 한국학교보건학회지
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    • 제31권3호
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    • pp.146-156
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    • 2018
  • Purpose: The purpose of this study was to compare the factors related to violence victimization between multicultural and Korean-origin adolescents. Methods: This study used the data of the 2017 Korea Youth Risk Behavior Web-Based Survey. A total of 54,748 multicultral and Korean-origin adolescents were included in the analysis. Weighted percentage and means were used to describe the sample. Simple and multiple logistic regressions were conducted using SAS 9.2. Results: The multicultural adolescents experienced more violence victimization than Korean-origin adolescents. In both groups, middle school students, habitual drug users, and those not living with their family showed a greater risk of becoming a victim of violence. In Korean-origin adolescents, while girls and those with mid-level family economic status showed a lower risk, those who had experienced sadness or despair, suicidal ideation, smoking and problematic drinking showed a higher risk of becoming a violence victim. In multicultural adolescents, those with a lower subjective health status and a lower stress level had a higher risk of violence victimization. Conclusion: Results of this study suggest that the factors significantly related to violence victimization differ between multicultural and Korean-origin adolescents. Therefore, different approaches are required for the prevention and management of violence victimization in different populations.

재무분석가의 현금흐름예측과 발생액 이상현상 (Analysts' Cash Flow Forecasts and Accrual Anomaly)

  • 김종현;장석진
    • 아태비즈니스연구
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    • 제11권3호
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    • pp.137-151
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    • 2020
  • Purpose - The purpose of this study is to investigate whether financial analysts' cash flow forecasts mitigate the accrual anomaly. In addition, we examine whether the more accurate analysts' cash flow forecasts are the greater the decline of the accrual anomaly. Design/methodology/approach - Data used in the empirical tests are extracted through KIS-VALUE and FN-GUIDE, and the sample consists of firms listed on Korea Stock Exchange for 7 years from 2005 to 2011. We test the hypotheses using multiple regression analysis and we also estimate the regressions with the decile ranks of the explanatory variables to minimize the influence of outliers. Findings - We have failed to capture evidence that the provision of financial analysts' cash flow forecasts itself reduces the accrual anomaly. However, we find the accrual anomaly to be less severe when financial analysts provide more accurate cash flow forecasts. The findings are consistent in the regression models with the decile ranks as well as in the robustness tests that controlled the accruals quality. Research implications or Originality - This study contributes to the expansion of related studies in the Korea by providing empirical evidence partially that the financial analysts' cash flow forecasts mitigate the accrual anomaly.

KAMs Reporting and Financial Performance: Empirical Evidence from Thai Listed Companies

  • SUTTIPUN, Muttanachai;SWATDIKUN, Trairong
    • The Journal of Asian Finance, Economics and Business
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    • 제8권4호
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    • pp.841-848
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    • 2021
  • This study seeks to investigate Key Audit Matters (KAMs) reporting of Thai listed companies in Thailand, and examines the influence of KAMs reporting on corporate financial performance. Data were collected from 180 companies listed in Thailand during 2016 to 2018, which accounted to 540 annual reports. KAMs reporting was quantified by content analysis from the audit reports, while financial performance and corporate characteristics were collected from the corporate annual reports. Descriptive analysis and multiple regressions were performed to analyze the data. The study results reveal that there was an increasing of KAMs reporting in audit report of listed companies in Thailand in terms of both number of issues and number of words across the observed period. The regression analysis indicates that was a significant and negative influence of words counted as KAMs reporting on financial performance, while there was no influence of KAMs reporting issue on the performance. Moreover, there was a negative relationship between corporate complexity and financial performance, while audit type had a positive correlation with financial performance. This study shows significant contribution on the implication of KAMs in an emerging economy and the role of KAMs as a communication device between auditor and stakeholders.

청소년의 삶의 만족도 및 인지된 부모양육방식이 청소년의 우울에 미치는 영향: 자아탄력성의 매개효과 검증 (The influence of adolescents' life satisfaction, and perceived parental rearing style on adolescents' depression: Verification of mediating effect of resilience)

  • 심정연;윤경자
    • 한국가족관계학회지
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    • 제22권2호
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    • pp.27-50
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    • 2017
  • Objectives: This study explored the effect of adolescents' sociodemographic variables, parenting rearing styles, resilience, and life satisfaction on adolescents' depression. The resilience as mediating effects of parental rearing styles and life satisfaction on depression was examined as well. Method: The data were from 2,108 middle school freshmen panel of a national sample at the forth year, Korea Children and Youth Panel Survey(KCYPS). Hierarchical multiple regressions and mediation regression analyses, steps for testing mediation by Baron and Kenny, were conducted. Results: Adolescents' resilience had both direct and mediating significant effects, showing that resilience partially mediated the effects of affective parental rearing style and life satisfaction on depression, respectively. Life satisfaction had the most significant impact on adolescents' depression. Conclusions: While some parental rearing styles were significant, adolescents' personal properties including resilience and life satisfaction revealed the most significant explanatory power of adolescents' depression. Life satisfaction was the most powerful predictor for lessening adolescents' depression.

The Impact of Coach Leadership Type on Exercise of College Athletes

  • OH, Chae Yun;HUR, Seung Eun;JIN, Su Yeon;MOON, Hwang Woon
    • Journal of Sport and Applied Science
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    • 제5권2호
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    • pp.9-15
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    • 2021
  • Purpose: Prior literature posits that leadership of coach influences athletes' performance via delegate interactions. The purpose of this study is to investigate the effect of the type of instructor on the exercise stress of university athletes and to provide instructors with informative coaching methods especially for their leadership. Research design, data, and methodology: In order to achieve the purpose of the research, Seoul and Gyeonggi Province Materials University athletes were selected as a sample, 360 college athletes participated in the survey and data were screened and finally 314 were analyzed. The collected data were analyzed via descriptive analysis and multiple regressions. To examine the validity and reliability of the survey items, factor analysis and Cronbach's α were computed. Results: Coaches' leadership types are found to influence university athletes' exercise stress significantly. In specific, transformational leadership negatively influences teaching Complaints. Transformational leadership also negatively influences time constraints. However, transformational and transactional leadership do not have any effect on career concerns. transformational and transactional leadership also do not influence functional instability of college athletes. Conclusions: Overall, leadership types of coach partially influence exercise stress of athletes. These findings posit that transformational leadership contribute in developing reliable relationship between athletes and instructors. Further implications were discussed.

An Application of E-learning on Training and Education: An Empirical Study in Vietnam

  • HUYNH, Quang Linh
    • The Journal of Asian Finance, Economics and Business
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    • 제9권9호
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    • pp.241-248
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    • 2022
  • The current article examines the interactions among students' attitudes to e-learning, their implementation of e-learning in their studies, and learning effectiveness. Significantly, it emphasizes the mediating role of accepting e-learning in training. It applied reliability analyses to test the measurement of items and construct validity, using the research data collected from students at Vietnam National University of Ho Chi Minh. Then, the current article used multiple regressions to inspect the causal relations; and applied procedures to investigate the mediating influence. The empirical results indicate students' attitude to e-learning positively influences their implementation of e-learning in their studies. When students apply e-learning in their studies, they likely achieve the best possible training effectiveness. Statistical evidence on the mediating role of accepting e-learning in training by students on the linkage between their attitude to e-learning and training effectiveness is revealed in this article. The findings of this article make some contributions. For educational administrators, it offers insight into the links among students' attitudes to e-learning, their implementation of e-learning in their studies, and training effectiveness, which likely allows them to establish suitable online training programs. This will be beneficial to both learners and educational institutes.

중환자실 간호사의 신체보호대 간호수행의 영향요인 (Factors Influencing Nursing Practice for Physical Restraints among Nurses in the Intensive Care Unit)

  • 김다은;민혜숙
    • 중환자간호학회지
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    • 제15권3호
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    • pp.62-74
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    • 2022
  • Purpose : This study aimed to identify the factors influencing physical restraint-related practice among nurses working in the intensive care unit (ICU). Methods : The participants consisted of 169 ICU nurses in three general hospitals in B and U cities. Data were collected from December 2021 to January 2022 through a structured self-administered questionnaire. Demographic characteristics, physical restraint-related practice, Person-centered Critical Care Nursing (PCCN), work environment, and attitudes toward physical restraint use were measured. For data analyses, hierarchical multiple regressions were conducted using SPSS/WIN 25.0. Results : Clinical careers in the ICU, better work environments, higher PCCN levels, and more positive attitudes toward physical restraint use were associated with a better practice of physical restraints, which together explained 35.5% of the total variance of the outcome. Conclusion : Our findings suggest that to promote a safe physical restraint-related practice among ICU nurses, it is important to improve the nursing environment, prepare guidelines for applying PCCN, and provide education for endorsing positive attitudes toward the use of physical restraints.

Analysis of Impact of Distribution Tool Railway Transport on The Economic Growth of Azerbaijan

  • AKBULAEV, Nurkhodzha;BAYRAMLI, Gadir
    • 유통과학연구
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    • 제20권5호
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    • pp.23-33
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    • 2022
  • Purpose: The purpose of this article is to study the theory of railway transport in Azerbaijan. And also to determine the economic importance of this mode of transport and analyze its relationship with the country's GDP. Research design, data and methodology: This paper studies the theory of railway transport with a focus on the case of Azerbaijan. The economic value of this type of transport is determined, and its relationship with countries' GDP was analyzed. A qualitative model of multiple regressions was developed to characterize the dependence of the GDP of Azerbaijan on the performance of the railway industry. The feasibility of the Gauss-Markov hypotheses was analyzed. Finally, an economic interpretation of the results from the developed model is provided. Results: The results show that the main factors of this dependence are the length of roads and the average monthly salary of employees of the railway industry in Azerbaijan. Conclusions: Therefore, it can be concluded that rail transport contributes to the country's economy. The commencement of active work on the new railway Baku-Tbilisi-Kars railway will increase contribution to the economy of Azerbaijan. The development of railway transportation is important for the country's economy, as it will contribute to the development of other sectors in Azerbaijan.