• Title/Summary/Keyword: hierarchical regression analysis

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Impact of Caregivers' Patient Safety Knowledge on Patient Safety Management Activities : Focusing on the Mediating Effect of Self-Efficacy (요양보호사의 환자안전 지식이 환자안전관리 활동에 미치는 영향 : 자기효능감의 매개 효과를 중심으로)

  • Myeong-Kyeong Song;Soon-Ok Kim
    • Journal of the Korean Applied Science and Technology
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    • v.40 no.6
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    • pp.1381-1393
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    • 2023
  • This study was a descriptive research conducted to confirm the mediating effect of self-efficacy in the relationship between caregivers' patient safety knowledge and patient safety management activities. Subjects were 197 caregiver's and data collection was conducted from July 1 to 29, 2022. Data were analyzed using t-test, ANOVA, Scheffe's test, Pearson correlation coefficients and Hierarchical multiple regression analysis using the SPSS 28.0 program. There was a significant positive correlation between caregivers' patient safety knowledge and self-efficacy(r=.653, p<.001), and patient safety knowledge and patient safety management activities(r=.467, p<.001). In addition, the complete mediating effect of self-efficacy was confirmed in the relationship between caregivers' patient safety knowledge and patient safety management activities, and the explanatory power was 46.8%. Therefore, strengthen the patient safety management activities of caregiver's, systematic program development and educational opportunities should be provided to improve self-efficacy.

The Effect of Job Stress, Self-Care, and Resilience on the Quality of Professional Life of Nurses Caring for Patients with COVID-19 (코로나-19 환자를 돌보는 간호사의 직무스트레스, 자기 돌봄, 회복탄력성이 전문직 삶의 질에 미치는 영향)

  • Jang Sunhee;Kim Minyeong;Cha Aegyeong;Lee Jaeiung;Jang Gwuseok;Jin yoingsook;Lee Sungju
    • The Journal of the Convergence on Culture Technology
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    • v.10 no.4
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    • pp.551-561
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    • 2024
  • This study is a descriptive research study to identify the factors affecting the quality of professional life for nurses caring for COVID-19 patients. From April 10, 2023 to April 28, 2023, data were collected from 145 nurses caring for COVID-19 patients in three designated COVID-19 hospitals in G-do using a questionnaire. Descriptive statistics, t-test, one-way ANOVA, Pearson's correction coefficient, and hierarchical regression analysis were used using the SPSS 25.0 program. As a result of analyzing the factors affecting the quality of professional life of nurses caring for COVID-19 patients, resilience (β=.49, p<.001) and job stress (β=-.36, p<.001) were found, and the explanatory power of the model was 53.7% (F=32.20, p<.001). As a result of this study, in order to improve the quality of professional life of nurses caring for COVID-19 patients, concrete measures to reduce job stress and improve resilience should be sought.

The Effects of Social Activity Types on the Happiness of Korean Older Adults by Age Groups (노년기 연령집단에 따라 사회활동 유형이 행복감에 미치는 영향)

  • Kim, Jung-Hyun;Chun, Miae
    • 한국노년학
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    • v.38 no.2
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    • pp.329-349
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    • 2018
  • The objective of this study is to examine whether there are differences in participation in social activities and the effects of social activity types on the levels of happiness of the Korean older adults by age groups. The 5th wave(2014) of the Korean Longitudinal Study of Ageing (KLoSA) was used and a total of 3,273 elderly were selected from the 5th wave, who were 65 years old and older and who were not living with their offsprings. Chi-square test, ANOVA, and hierarchical multiple regression analysis were used. The rate of participation in economic activities declined with age and the levels of participation in leisure activities was higher in the young-old group in comparison to the middle- and the oldest- old groups. The levels of participation in family activities was higher in the middle- and the oldest-old groups in comparison to the young-old group. Socializing activities and religious activities measured by the frequencies of activities were not significantly different among the age groups. The results of a regression analysis of social activity types and their effects on happiness by age groups are the followings: 1) Leisure, socializing, religious, and family activities all (with the exception of economic activities) significantly affected the level of happiness of older persons in the young-old group. 2) However, only socializing and family activities in the middle-old age group, and only family activities in oldest-old group, had a statistically significant impact on the levels of happiness. These results support that the rates of participation in the five types of social activities and their effects on the levels of happiness were different by age groups. The implication of this study was to report that needs and the interests of older individuals are different by age groups based on empirical evidences.

The effects of work environmental factors and self-compassion on burnout of school counselors (학교 상담자의 업무환경 요인 및 자기자비가 소진에 미치는 영향)

  • Kim, Hyun-Jin
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.20 no.5
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    • pp.343-351
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    • 2019
  • The purpose of this study is to investigate the effects of work environmental factors and self-compassion on the burnout of school counselors. The subjects of this study were 312 school counselors under the D District Office of Education participated. In order to examine the effects of individual, organizational, and self-compassion factors on burnout, correlation and hierarchical regression were applied. Individual factors were gender, age, health status, and personal hobbies. Organizational factors were employment type, working hours, and job satisfaction. Self-compassion and burnout were measured using the Korean version of self-compassion and Baslach burnout instruments. The correlation analysis showed that the three factors are correlated with each other. In the hierarchical regression analysis, three models were developed as personal, organizational, and self-compassion factors. The results of regression analysis are as follows. The influence of self-compassion on burnout was stronger than the organizational factor (i.e., employment type, working time, job satisfaction) and the personal factor (i.e., age, health status, hobby). There were no significant differences between genders. This study results suggest that self-compassion can reduce a level of burnout significantly, although personal and organizational factors have a significant impact on burnout. Further study and suggestions for reducing the level of burnout of school counselors were discussed.

Triggers and Outcomes of Falls in Hematology Patients: Analysis of Electronic Health Records (혈액내과 입원 환자의 낙상 위험 요인과 환자 결과: 전자의무기록 분석)

  • Jung, Min Kyung;Lee, Sun-Mi
    • Journal of Korean Academy of Fundamentals of Nursing
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    • v.26 no.1
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    • pp.1-11
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    • 2019
  • Purpose: The goal was to use electronic health records to identify factors and outcomes associated with falls among patients admitted to hematology units. Methods: This retrospective case-control study included data from a tertiary university hospital. Analysis was done of records from 117 patients with a history of falls and 201 patients with no history of falls who were admitted to the hematology unit from January 1, 2013 to December 31, 2014. Risk factors were analyzed using hierarchical logistic regression; patient outcomes were analyzed using multiple logistic regression, Cox proportional hazards regression, and multiple linear regression. Results: Clinical factors such as self-care nursing (OR=4.47, CI=1.64~12.11), leukopenia (OR=6.03; CI=2.51~14.50), and hypoalbuminemia (OR=2.79, CI=1.31~5.96); treatment factors such as use of narcotics (OR=2.06, CI=1.01~4.19), antipsychotics (OR=3.05, CI=1.20~7.75), and steroids (OR=4.51, CI=1.92~10.58); and patient factors such as low education (OR=3.16, CI=1.44~6.94) were significant risk factors. Falls were also associated with increased length of hospital stay to 21.58 days (p<.001), and healthcare costs of 17,052,784 Won (p<.001). Conclusion: These findings can be a resource for fall prevention education and to help develop fall risk assessment tools for adults admitted to hematology units.

The Factors Affecting the Intention of Career Discontinuity of a Married Women Dental Hygienist (기혼 여성 치과위생사의 경력단절 의사에 영향을 미치는 요인)

  • Lee, Kyoung-jin;Bae, Hyun-Sook
    • Journal of dental hygiene science
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    • v.15 no.6
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    • pp.786-793
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    • 2015
  • The purpose of this study to find out factors that affect intention of career discontinuity among dental hygienists. The data was collected from 300 dental hygienists working at dental clinics. The total of 281 copies were used for analysis. Statistical analysis was performed using PASW Statistics 18.0 at the 5% significance level. T-test, ANOVA, factor analysis, reliability analysis, correlation analysis, hierarchical regression analyses were applied in this analysis. The results were as follows: 1. As for intention of career discontinuity by general characteristics, there were statistically significant difference according to age, duration of employment, children, children age and monthly income (p<0.05). 2. As for intention of career discontinuity by job awareness, there were statistically significant difference according to turnover, work-life, retirement age of dental hygienist, duration of job maintenance and re-employment of dental hygienist (p<0.05). 3. As for hierarchical regression analysis of the factors affecting the intention of career discontinuity, the support from employer had most significant influence on intention of career discontinuity (p<0.05). In order to decrease the career discontinuity among dental hygienists, plans that can increase the work-environment should be implemented by improving support from employer.

A Study on the Data-Based Organizational Capabilities by Convergence Capabilities Level of Public Data (공공데이터 융합역량 수준에 따른 데이터 기반 조직 역량의 연구)

  • Jung, Byoungho;Joo, Hyungkun
    • Journal of Korea Society of Digital Industry and Information Management
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    • v.18 no.4
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    • pp.97-110
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    • 2022
  • The purpose of this study is to analyze the level of public data convergence capabilities of administrative organizations and to explore important variables in data-based organizational capabilities. The theoretical background was summarized on public data and use activation, joint use, convergence, administrative organization, and convergence constraints. These contents were explained Public Data Act, the Electronic Government Act, and the Data-Based Administrative Act. The research model was set as the data-based organizational capabilities effect by a data-based administrative capability, public data operation capabilities, and public data operation constraints. It was also set whether there is a capabilities difference data-based on an organizational operation by the level of data convergence capabilities. This study analysis was conducted with hierarchical cluster analysis and multiple regression analysis. As the research result, First, hierarchical cluster analysis was classified into three groups. It was classified into a group that uses only public data and structured data, a group that uses public data on both structured and unstructured data, and a group that uses both public and private data. Second, the critical variables of data-based organizational operation capabilities were found in the data-based administrative planning and administrative technology, the supervisory organizations and technical systems by public data convergence, and the data sharing and market transaction constraints. Finally, the essential independent variables on data-based organizational competencies differ by group. This study contributed. As a theoretical implication, this research is updated on management information systems by explaining the Public Data Act, the Electronic Government Act, and the Data-Based Administrative Act. As a practical implication, the activity reinforcement of public data should be promoting the establishment of data standardization and search convenience and elimination of the lukewarm attitudes and Selfishness behavior for data sharing.

The Mediated Effects of Emotion Regulation in the Relations between Maternal Parenting and Children's Adaptation to School Life of Elementary School Students (어머니의 양육행동이 초등학생의 학교생활적응에 미치는 영향 : 정서조절력 매개효과)

  • KIM, Du-Gyu;KANG, Mun-Suk
    • Journal of Fisheries and Marine Sciences Education
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    • v.29 no.2
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    • pp.365-379
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    • 2017
  • The purpose of this study was to test the mediated effects of emotional regulation in the relations between maternal parenting and children's adaptation to school life of elementary school students. Three-hundred Seven elementary school students completed the maternal parenting scale, the emotional regulation scale, and the adaptation to school life scale. In order to find to identify how maternal parenting, emotional regulation were related with their adaptation to school life, Pearson correlation coefficients were used in the computation. To examine the effects of maternal parenting, emotional regulation on adaptation to school life, multiple regression analyses were conducted. To examine whether emotional regulation as a mediating variable in the process that maternal parenting is influencing children's adaptation to school life, hierarchical regression analyses were performed. The results of this study were summarized as follows. First, the analysis of the relationship of maternal parenting, emotional regulation with adaptation to school life shows that there is a significant positive correlation between maternal parenting, emotional regulation and adaptation to school life. Second, in the multiple regression analysis with maternal parenting and emotional regulation as a predictor and adaptation to school life as an outcome variable it has been shown that the emotional regulation were significant in adaptation to school life, but maternal parenting were not significant in adaptation to school life. The higher the emotional regulation is the better can children adapt themselves to school life. Third, the analysis on the mediating effects of emotional regulation in the relationship of maternal parenting and adaptation to school life showed that emotional regulation full mediates the relationship of maternal parenting with adaptation to school life.

Factors Influencing Adolescent's Relationship With Non-Custodial Parents (이혼가족 청소년의 비양육부모와의 관계에 관한 연구)

  • Cho, Sung Hui
    • Korean Journal of Child Studies
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    • v.37 no.2
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    • pp.157-168
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    • 2016
  • Objective: This study examined the facotrs influencing the relationship of adolescents with non-custodial parent. Specifically, this study focused on the comparative influence of the family function as a factor controlling other factors such as socio-demographic characteristics, beliefs about parental divorce, and social support. Methods: Data were collected from 322 adolescents from divorced families using a structured questionnaire. SPSS 22.0, descriptive statistical analysis, correlation analysis, and hierarchical multiple regression were performed to analyze the data. Results and Conclusion: The results revealed that beliefs about parental divorce, social support, and family function affected the relationship with non-custodial parent. After controlling the influence of other factors, family function was found to have a significant influence on the relationship with non-custodial parents. Based on the results, practical suggestions were provided to enhance the relationship between adolescents and non-custodial parents.

Are Sequential Decision-Making Processes of Tourists and Consumers the Same?

  • Jung, Oh-Hyun
    • Culinary science and hospitality research
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    • v.23 no.6
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    • pp.161-172
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    • 2017
  • The purposes of this study were to examine if a decision making by a tourist sequentially or hierarchically occurs in a tourism destination and to test determinants that have an effect on both a sequential and non-sequential decision making. An instrument for the study was developed with three steps. A total of 420 and 380 questionnaire were collected respectively for the first two round surveys. For the third step, a pilot test was conducted with 30 respondents. And the data analysis utilized SPSS 18.0. A logistic regression analysis with variables of tourism activity and demography was employed to investigate the factors that affect a sequence of decision-making process. As an important result, the higher the age of the tourist in a tourism destination, the more conspicuous the consumption expenditure is made through the sequential decision-making process. Additionally, it is unreasonable to apply the premises and assumptions in extant consumer behavior to tourist behavior. The process of decision making by tourists in tourism areas is driven by either non-sequential or non-hierarchical decision-making process. More discussion and implications were provided.