• Title/Summary/Keyword: Beta regression analysis

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Factors Affecting the Depression of Elementary School Teachers (초등교사의 우울에 미치는 영향요인)

  • Lee, Sung-Ok;Lee, Sun-Mi
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.18 no.7
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    • pp.618-626
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    • 2017
  • This study was conducted to investigate the factors affecting depression in elementary school teachers. The research design was a descriptive study. Methods:Data were collected by questionnaires from 283 elementary school teachers. Data were analyzed using a t-test, ANOVA, a $Scheff{\acute{e}}$ test, correlation analysis, and multiple regression analysis. Results: The mean scores were 2.44, 3.07 and 3.68 out of 5 on Likert scales for burnout, job stress and ego-resiliency, respectively. The mean scores were 1.47 and 2.95 out of 4 on Likert scales for items of depression and job satisfaction, respectively. Teaching experience and class size affected depression significantly. There was a positive correlation between depression and burnout(r=0.465, p<.001), and between depression and job stress(r =.220, p<.001),while a negative correlation was observed between depression and job satisfaction(r=-.249, p<.001), and depression and ego-resiliency(r=-.643, p<.001). Multiple regression analysis showed that ego-resiliency(${\beta}=0.639$), job satisfaction(${\beta}=.141$), burnout(${\beta}=.094$), and job stress(${\beta}=.067$) affected depression in order and the four research variables led to a 42.7% prediction for depression among elementary school teachers. Conclusion: Based on the results of this study, a systematic plan for decreasing job stress and increasing eco-resilience is needed to improve depression among elementary school teachers.

Factors influencing Nurses' Organizational Citizenship Behavior (간호사의 조직시민행동에 미치는 영향요인)

  • Park, Jun-Hee;Yun, Eun-Kyung;Han, Sang-Sook
    • Journal of Korean Academy of Nursing
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    • v.39 no.4
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    • pp.499-507
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    • 2009
  • Purpose: This study was conducted to identify the factors that influence nurses' organizational citizenship behavior. Methods: A cross-sectional design was used, with a convenience sample of 547 nurses from four university hospitals in Seoul and Gyeonggi province. The data were collected through a questionnaire survey done from September 22 to October 10, 2008. The tools used for this study were scales on organizational citizenship behavior (14 items), self-leadership (14 items), empowerment (10 items), organizational commitment (7 items), job satisfaction (8 items) and transformational transactional leadership (14 items). Cronbach's alpha and factor analysis were examined to test reliability and construct validity of the scale. The data collected were processed using SPSS Window 15.0 Program for actual numbers and percentages, differences in the dependent variable according to general characteristics, and means, standard deviations, correlation coefficients and multiple regression analysis. Results: The factors influencing nurses' organizational citizenship behavior were identified as self-leadership ($\beta=.247$), empowerment ($\beta=.233$), job satisfaction ($\beta=.209$), organizational commitment ($\beta=.158$), and transactional leadership ($\beta=.142$). Five factors explained 42.0% of nurses' organizational citizenship behavior. Conclusion: The results of this study can be used to develop further management strategies for enhancement of nurses' organizational citizenship behavior.

The Optimal Tracking Error of Active Stock Fund by Smart Beta Strategy (스마트 베타 전략에 따른 액티브 주식형 펀드의 최적 추적오차)

  • Jae-Hyun Lee
    • Asia-Pacific Journal of Business
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    • v.13 no.4
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    • pp.163-175
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    • 2022
  • Purpose - This study introduces a methodology for finding the optimal tracking error of active stock funds. Tracking error is commonly used in risk budgeting techniques as a concept of cost for alpha creation. Design/methodology/approach - This study uses a post-optimal smart beta portfolio that maximizes alpha under the given tracking error constraint. Findings - As a result of the analysis, the smart beta strategy that maximized alpha under the constraint of 0.15% daily tracking error shows the highest IR. This means the maximum theoretically achievable efficiency. In this regard, a fixed-effect panel regression analysis is conducted to evaluate the active efficiency of domestic stock funds. In addition to control variables based on previous studies, the effect of tracking error on alpha is analyzed. The alpha used in this model is calculated using the smart beta portfolio according to the size of the constraint of the tracking error as a benchmark. Contrary to theoretical estimates, in Korea, the alpha performance is maximized under a daily tracking error of 0.1%. This indicates that the active efficiency of domestic equity funds is lower than the theoretical maximum. Research implications or Originality - Based on this study, it is expected that it can be used for active risk management of pension funds and performance evaluation of active strategies.

A Convergence Study on Factors Influencing Health-related Quality of Life in Patients with Chronic Neck Pain (만성경부통증 환자의 건강관련 삶의 질 영향요인에 대한 융합연구)

  • Park, Hyun-Hyang;Song, In-Ja
    • Journal of the Korea Convergence Society
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    • v.9 no.6
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    • pp.299-310
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    • 2018
  • A Convergence study was conducted to investigate the factors influencing the health-related quality of life in patients with chronic neck pain and to present a strategy for effective program development. The participants of this study were 92 patients with chronic neck pain in a region and collected data by self-reported questionnaire. Data were analyzed using PASW 18.0 program, that descriptive statistics, t-test, ANOVA, correlation analysis and stepwise multiple regression analysis were performed. According to the results of stepwise multiple regression, the identified influencing factors were disability(${\beta}=-.403$, p<.001), depression(${\beta}=-.313$, p<.001), age(${\beta}=-.194$, p=.008), muscle disorder(${\beta}=-.176$, p=.009), education(${\beta}=-.151$, p=.043) with health-related quality of life in patients with chronic neck pain. The explanatory power($R^2$) by 5 variables was 67.1%(F=38.118, p<.001). It was found that it is important to consider the individual characteristics, physical function improvement and psychological support for improving the health-related quality of life in patients with chronic neck pain. Therefore, it is necessary to develop a health promotion program based on the factors influencing on the health-related quality of life and analyze its application effect.

The Effects of Overtime Work on Health-Related Quality of Life of Korean Blue-Collar Workers (한국 생산직 근로자의 초과근무 여부가 건강관련 삶의 질에 미치는 영향)

  • Park, Yunhee;Chae, Duckhee;Kim, Suhee
    • Journal of the Korea Convergence Society
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    • v.8 no.12
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    • pp.199-208
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    • 2017
  • This study investigated the effects of overtime work on the health-related quality of life (HRQoL) of Korean blue-collar workers. This cross-sectional study collected data on 229 Korean blue-collar workers in six small-sized companies from October to November 2015. The data were analyzed using hierarchical multiple regression analysis to estimate the effect of overtime work while considering convergence variables. In the hierarchical regression model, when overtime work variable was included in the model, $R^2$ change was statistically significant. The significant predictors for HRQoL were overtime work (${\beta}=.152$, p=.025), depression (${\beta}=-.192$, p=.003) and night shift work (${\beta}=-.201$, p=.032). The results of this study provide a basic data for establishing optimal working hours standards for improving the quality of life of Korean blue-collar workers.

Factors Affecting the Suicidal Ideation in Spouse Caregivers of the Elderly with Dementia Living in the Community (재가치매노인 배우자의 자살생각 영향요인)

  • Du, Nam-Hee;Han, Suk-Jung
    • Journal of the Korea Convergence Society
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    • v.9 no.6
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    • pp.241-250
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    • 2018
  • The purpose of this study was to determine factors affecting the suicidal ideation in spouse caregivers of the elderly with dementia Living in the Community. The data were collected from 160 spouses of elderly people with dementia who use dementia support centers and long-term care service in seoul. Data were collected with structured questionnaires to investigate the general characteristics and suicidal ideation-related factors, and analyzed using t-test, ANOVA, Pearson's correlation coefficient, Multiple regression analysis with SPSS win version 24.0 program. The significant factors affecting suicidal ideation were entrapment(${\beta}=.452$), SDAP(${\beta}=.273$), coping strategies(${\beta}=-.199$), it were explained 55.7%(F=19.199, p<.001). Therefore, counseling and education should be provided to help reduce the entrapment and enhance coping strategy with the dementia condition of the elderly with dementia. Measures also need to be made to improve the accessibility of a spouse with dementia that are left neglected.

Factors Affecting Marital Satisfaction among Vietnamese Female Marriage Immigrants (베트남여성결혼이민자의 결혼만족감 영향요인 연구)

  • Kim, Yoen-Soo
    • Journal of Digital Convergence
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    • v.14 no.11
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    • pp.427-434
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    • 2016
  • This study aims to examine which factors affect marital satisfaction among Vietnamese marriage immigrants focusing on the demographic background, social support, self-efficacy, and acculturation related variables. Purposive sampling was conducted for the study and 201 Vietnamese marriage immigrants participated in the self-administered questionnaire survey through Seoul, Gyeonggi, and Chungcheong area's social service agencies. The results of 4 step hierarchical multiple regression analysis indicated that the age of woman's husband(${\beta}=-.18$, p<.01), social support(${\beta}=.61$, p<.001), and acculturative stress(${\beta}=-.24$, p<.001) impacted on the woman's marital satisfaction and these variables showed 58.6% explanatory power at the final regression model. Based on these results, social services and social policies for the enhancement of Vietnamese wive's marital satisfaction were discussed.

Effects of job stress and burnout on the quality of life among 119 EMTs (119 구급대원의 직무스트레스, 소진이 삶의 질에 미치는 영향)

  • Yun, Yu-Jin;Hong, Sun-Woo
    • The Korean Journal of Emergency Medical Services
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    • v.22 no.3
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    • pp.131-148
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    • 2018
  • Purpose: This study examined the associations of job stress and burnout with the quality of life (QOL) among 119 emergency medical technicians (EMTs). Methods: Using a descriptive correlational design, 260 EMTs working in D City or S City completed the questionnaires. Hierarchical multiple regression analysis was conducted to determine the predictors of QOL among 119 EMTs. Results: Overall, there was relatively low job stress among 119 EMTs. There were significant differences in job stress and burnout by general characteristics, especially regarding those of gender, service career, job rank, and self-reported health. In a hierarchical multiple regression, general characteristics explained 29% of QOL (Model I, F=16.369, p<.001). The explanatory power for QOL increased to 49% upon adding job stress (Model II, F=18.737, p<.001), and 59% upon adding burnout (Model III, F=22.621, p<.001). In the last model, self-reported health (${\beta}=.316$, p<.001), job demand (${\beta}=-.130$, p=.009), job insecurity (${\beta}=-.136$, p=.010), lack of reward (${\beta}=-.189$, p=.001), emotional exhaustion (${\beta}=-.196$, p=.004) and lack of personal accomplishment (${\beta}=-.334$, p<.001) were significant predictors of QOL among 119 EMTs. Conclusion: Based on the results, it is necessary to assess and manage job stress and burnout systematically among EMTs, and to develop health improvement programs for better QOL.

The Effect of Self-leadership and Communication Barriers on Nursing Performance in Hospital Nurses (병원간호사의 셀프리더십, 의사소통 장애가 간호업무성과에 미치는 영향)

  • Cho, Jeong Lim
    • The Journal of the Convergence on Culture Technology
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    • v.5 no.2
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    • pp.239-246
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    • 2019
  • Purpose: The purpose of this study was to identify factors influencing nursing performance in hospital nurses. Methods: The participants were 194 nurses working in one general hospitals in B cities. Data were collected from January 30 to March 30, 2018. SPSS/WIN 18.0 was used for analysis with t-test, ANOVA, $Scheff{\acute{e}}$ test, Pearson correlation coefficients and Stepwise multiple regression. Results: There was a significant correlation between nursing performance and self-leadership (r=.59, p<.001) and communication barriers (r=.35, p<.001). In the multiple regression, self-leadership (${\beta}=.50$, p<.001), position (${\beta}=.15$, p=.011) and communication barriers (${\beta}=.16$, p=.014) were associated with nursing performance. These factors accounted for 37% of the total variance in nursing performance. Conclusion: Considering the results of this study, educational programs to improve self-leadership and communication barriers should be developed and implemented in order to foster nursing performance in hospital nurses.

A Converged Study on the Effects of Self-efficacy on Depression Stress, Self-esteem of Nursing Students (일부 간호대학생의 스트레스, 자아존중감, 자기효능감이 우울에 미치는 영향에 관한 융복합 연구)

  • Kim, Jeong-Suk;Kim, Seong-Ui
    • Journal of Convergence for Information Technology
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    • v.9 no.5
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    • pp.48-54
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    • 2019
  • This study was conducted to investigate the relationship between depression and stress self-esteem, self-efficacy and nursing students influence factors. This study is a descriptive research study of 116 nursing college students in 3rd graders at two c, h colleges in c area. The data were analyzed by SPSS/WIN 21.0 program, descriptive statistics, ANOVA, t-test, and Pearson correlation coefficient calculation and multiple regression analysis. Data collection took place from October 2017 to December 2017. The factors affecting depression were stress (${\beta}=0.246$, p=.000), self-efficacy(${\beta}=-.170$, p=.000) and self-esteem(${\beta}=-.131$, p=.000). In order to prevent depression in nursing college students, it is necessary to investigate the cause of depression and the degree of depression, and to reduce the depression and find ways to counteract emotional health problems.