• 제목/요약/키워드: Causal Model Analysis

검색결과 721건 처리시간 0.031초

The Effect of Demographic Characteristics on Job Performance: An Empirical Study from Pakistan

  • KHAN, Sherbaz;RASHEED, Rizwana;RASHID, Aamir;ABBAS, Qamar;MAHBOOB, Farhan
    • The Journal of Asian Finance, Economics and Business
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    • 제9권2호
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    • pp.283-294
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    • 2022
  • This holistic research focused on the interactive relationship of different factors with a unique relationship with the dependent variable. The first research objective of the study was to identify the most significant factor that has an impact on Job performance while being mediated. The second objective was to see the moderating effect of gender on the relationship between transformation leadership and innovation on job performance. This research followed a purely quantitative research paradigm with a structured questionnaire to quantify the information collected from 96 respondents for the empirical analysis. For testing the research hypotheses, IBM SPSS version 24 and SmartPLS version 3.2.8 softwares were used to run the structural equation modeling to establish the causal relationship between the study variables. Most of the variables were found with a significant impact on job performance. Further, the hypotheses H3, H6, and H10 were rejected as these contributed insignificant towards the research model. This research was limited to specific educational institutions and businesses, and the timeframe was restrictive. The findings of this research can benefit policymakers and the operational side of various industries. Future research may consider the difference in gender in predicting employee engagement through leadership and innovation.

LMX, 임파워먼트 그리고 혁신행동 간의 상황적 인과모형: 내국인과 외국인 근로자의 비교분석을 중심으로 (Situational Causal Model Between LMX, Empowerment and Innovation Behavior)

  • 유병남
    • 대한안전경영과학회지
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    • 제23권4호
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    • pp.121-133
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    • 2021
  • The composition of human resources in industrial sites is becoming global. In Korea, too, the proportion of foreign members in all industrial fields and production sites is increasing. This is the reason why an approach that reflects this reality is needed in the basic unit of competitive sources. Competitiveness starts with value creation, and this progresses through field innovation. Through empirical analysis of this study, it was analyzed that South Korea members showed active actions and attitudes in developing, promoting, and realizing ideas when they strongly recognized the real meaning of empowerment given by leaders. On the other hand, it was found that foreign members do not know the meaning of empowerment itself, so they are often unable to play an active role in the development, promotion, and realization of ideas. In fact, it was analyzed that foreign members generally did not experience positive interactions with LMX and were exposed to simple tasks and controls. In other words, they are being discriminated against in terms of communication problems, compensation system, and work environment. In particular, this phenomenon is exacerbated in the case of small and medium-sized enterprises (SMEs). Situational response to foreign workers through improvement of LMX and empowerment should be evaluated as a key management task in a situation where productivity improvement and job unit innovation are urgently needed.

산업재해 근로자의 사회적 지지가 주관적 건강에 미치는 영향 (The Impacts of Social Support on Industrial Injured Workers' Self-rated Health)

  • 김지은;함명일
    • 보건행정학회지
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    • 제32권2호
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    • pp.180-189
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    • 2022
  • Background: Social support contributes directly and indirectly to maintaining physical, mental, and social well-being. The aim of the study was to identify the impact of social support on self-rated health among Korean industrial accident workers. Methods: This study used data from the panel study of workers' compensation insurance (PSWCI). The final subjects were 2,759 workers who responded to a 2018 to 2020 PSWCI. Social support was defined as social contact with friends, neighbors, family, and social participation activities like religious activity, social activity, and club activity. Multivariate logistic regression analysis was performed to investigate causal relationships between social support and self-rated health using a generalized estimating equation model. Results: Proportion of workers' good self-rated health steadily increased (2018: n=1,447, 63.2%; 2019: n=1,542, 66.2%; 2020: n=1,653, 67.3%). Higher levels of social contacts with friend (worse: reference; same: β=0.442) and higher levels of social activity (yes: reference; no: β=-0.173) were especially associated with good self-rated health. Conclusion: This study confirmed social support positively influenced self-rated health among the self-rated health of industrial injured workers. The results of this study suggested that recovery policies that the government served should include programs enhancing social support for improving health among industrial injured workers.

Antecedents of Career Development and Its Impact on Employee Performance: An Empirical Study in Indonesia

  • KUSNADI, Kusnadi;PRASETYO, Johan Hendri;MARKONAH, Markonah;ARIAWAN, Joko
    • The Journal of Asian Finance, Economics and Business
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    • 제9권9호
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    • pp.115-120
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    • 2022
  • This research aims to investigate the antecedents of career growth and its impact on employee performance. The research design is quantitative with a causal method. The sample used is 242 respondents working in different hospitals in Banten Province and were selected through the snowball sampling technique. The analytical method used to examine the research model is PLS-SEM. The analysis result shows that work environment and training have an impact on increasing career development and hospital employee performance. Career development can also directly be an antecedent in improving the performance of hospital employees, but only has a moderate effect in mediating the influence of work environment and training on the employees' performance in the hospital. Based on these findings, hospital management in Banten Province must create and maintain a comfortable working environment for employees, offer training specific to each employee's line of work to help them improve their abilities, and create a system for career planning that takes into account each employee's potential.

Factors Influencing Residents' Activities of Daily Living Related to Nursing Staff in Korean Nursing Homes using Path Analysis

  • Jung, Sun Ok;Shin, Juh Hyun;Lee, Jiyeon
    • International Journal of Advanced Culture Technology
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    • 제10권2호
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    • pp.1-11
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    • 2022
  • Purpose: The purpose of this study was to empirically test a model of associations linking locations and competition among nursing homes (NHs), mediated by facility grade and registered nurse (RN) turnover, on activities of daily living (ADLs) in Korean NHs. Methods: This study used a cross-sectional design to identify causal factors on NH residents' ADLs. Data were collected from June 2017 to August 2017. A disproportionate stratified cluster sampling method of NHs across Korea was used to gain representation. The collected data consisted of location and the Herfindahl-Hirschman Index (HHI), RN turnover rate, facility grade, and NH residents' ADLs. Results: All pathways affecting ADLs were not significant, and the effect on facility grade was significant in RN turnover (β = -.59, p < .001). RN turnover associated negatively with facility grade. In other words, the higher the RN turnover, the worse the facility grade. Conclusion: This study is the first to examine the impact of location and HHIs, mediated by RN turnover rate and facility grade, on NH residents' ADLs. To improve residents' ADLs, subsequent studies are needed to identify the factors affecting ADLs utilizing other variables because this study did not identify factors that affect ADLs.

건설현장 근로자의 안전사고 예방 경험에 대한 근거이론적 연구 (A Grounded Theoretical Study on the Experience of Preventing Safety Accidents of Workers at Construction Sites)

  • 박영준;임운나
    • 한국건축시공학회:학술대회논문집
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    • 한국건축시공학회 2020년도 가을 학술논문 발표대회
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    • pp.63-64
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    • 2020
  • The purpose of this study is to find out how construction sites workers experience adaptation processes in relation to the prevention of safety accidents in the workplace through the method of grounded theory. In order to understand the experience of preventing safety accidents of workers at construction sites, a grounded theory analysis method was chosen. In order to achieve the purpose of this study, the first questionnaire was sent to 17 people working in the construction site by e-mail, and the participants of the study were met one by one for in-depth interviews. As a result of this study, the paradigm model of the experience of preventing safety accidents of workers at construction sites was classified into causal conditions, contextual conditions, central phenomena, intervening conditions, action/interactions, and outcomes. The conclusions of this study are as follows. First, forming a safety culture that can improve the safety awareness of construction sites is a priority. Second, it is necessary to improve self-management capabilities so that construction workers can accurately diagnose their current state such as their own body, emotion, and cognition and provide appropriate safety education. Third, providing safety education for construction workers with negative thoughts or distorted beliefs about safety accidents needs to include psychological treatment and counseling, such as methods of emotional purification, methods of relieving and managing stress, and methods of removing trauma.

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전반적 삶의 만족도와 영역특정적 삶의 만족도 간 인과관계의 탐색 (The Search of Causality between Life Satisfaction and Domain Satisfactions: Analysis through Autoregressive Crosslagged Model)

  • 한정균;임성문
    • 한국심리학회지ㆍ건강
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    • 제16권3호
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    • pp.609-622
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    • 2011
  • 본 연구는 주관적 안녕의 구성 성분 가운데 삶의 만족도 증진을 위한 개입 전략 수립에 중요한 근거가 될 수 있는 인과성에 대한 탐색을 시도하였다. 즉 삶의 만족도의 두 구성 요소인 전반적 삶의 만족도와 영역특정적 삶의 만족도 간 인과성을 탐색하였다. 이를 위해 207명의 대상자들로 부터 2주 간격의 연 이은 세 시점에서 전반적 삶의 만족도와 영역특정적 삶의 만족도를 측정하고 수집하였다. 통계자료 분석에는 구조방정식의 자귀회귀 교차지연 모형을 사용하였는데, 인과성을 분석하기 위한 방법으로서 본 모형을 적용함에 있어서 연구자가 채택한 논리와 방식을 이론적 배경에 서술하였다. 본 모형을 적용하여 수집 자료를 통계 분석한 결과 영역특정적 삶의 만족도가 전반적 삶의 만족도에 원인 변인으로 추정되었다. 이러한 결과는 삶의 만족도 증진을 위한 개입에 있어서 일차적 초점을 영역특정적 삶의 만족도 증진에 둘 때 전반적 삶의 만족도 또한 증진될 수 있으며, 이러한 경로의 흐름을 따를 때 삶의 만족도 증진이 보다 효율적으로 이루어질 수 있음을 의미한다. 논의에서는 연구방법 상의 논점과 연구결과가 지닌 함의, 그리고 연구의 제한점이 검토되었다.

명품구매동기와 사용혜택요인이 구매의도에 미치는 인과구조 모형 분석 (On the purchase of luxury motivation factors and use benefits Causal Structure Model Analysis)

  • 염동섭;유승엽
    • 디지털융복합연구
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    • 제10권9호
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    • pp.281-287
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    • 2012
  • 본 연구는 한국 소비자들의 명품 소비행동과 관련된 요인들로 밝혀진 구매동기요인 및 사용혜택요인들을 중심으로 구매의도에 미치는 인과구조적 관계성을 알아보고자 하였다. 선행 문헌분석을 토대로 한국인의 명품구매동기와 사용혜택요인들에 대한 요인구조에 대해 살펴보았으며, 이러한 요인들이 명품 구매의도와 어떤 관계성이 있는 가를 확인하였다. 연구결과 첫째, 소비자들이 명품을 구매하는 동기와 명품을 사용함으로써 얻는 혜택요인들 간의 관련성을 확인한 결과, 물질적 동기는 경제적 혜택과 실용적 혜택요인에 긍정적 영향을 미치고 있는 것으로 나타났으며, 심리적 동기는 개인적 혜택과 사회적 혜택 및 경제적 혜택요인에 긍정적 영향을 미치고 있는 것으로 나타났다. 둘째, 소비자들의 명품 구매동기 요인이 구매의도에 미치는 관련성을 확인한 결과, 물질적 동기는 유의미한 영향이나 관계가 나타나지 않았으나, 심리적 동기는 긍정적 영향을 미치고 있는 것으로 나타났다. 셋째, 명품 사용 혜택요인들이 구매의도에 미치는 관련성을 확인한 결과, 개인적, 경제적, 실용적 혜택요인들은 유의미한 영향이나 관계가 나타나지 않았으나, 사회적 혜택요인은 부정적 영향을 미치고 있는 것으로 나타났다. 마지막으로 이러한 요인들 간의 매개효과 측면을 확인한 결과, 심리적 동기만이 사회적 혜택요인을 통한 구매의도와의 부분매개효과가 있는 것으로 나타났다. 본 연구결과는 소비자들의 명품구매행동을 설명하는데 구매동기가 구매행동에 미치는 단순한 직선관계뿐만 아니라 명품을 사용함으로서 얻게 되는 혜택요인에 대한 지각이 매개되어 나타나는 간접적 과정을 설명했다는 점에 가치가 있으며, 향후 명품관련 마케팅 담당자들에게 소비자들의 이러한 심리적 특성을 고려해야만 하는 시사점을 제공해 주었다.

여가생활만족도에 관한 인과관계분석 -여가생활 참여도, 여가시간, 여가비용을 중심으로- (An Analysis of Causal effect on Leisure Life Satisfaction -Focused on leisure activity participation, leisure time and leisure expenditure-)

  • 이정연
    • 대한가정학회지
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    • 제35권3호
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    • pp.287-305
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    • 1997
  • The purpose of this study was to analyze a causal effect on the housewife's leisure activity participation, leisure expenditure and leisure life satisfaction. Data was collected 249 housewives in Pusan. Data were analysed using descriptive statistics, one-way Anova, multiple regression, Pearson's correlation and path analysis. The main findings of the research were as follows: First, there were significant differences in leisure activity participation according to socio-demographic and economic variables. Physical type showed significant differences when housewife was 30's and unemployed, size of family was 3 and 4, age of the lastborn child was under 6, occupation of husband was professionals and technicians, educational attainment of housewife was under highschool graduate, pattern of housing was collective, income was higher. There were significant differences that occupation of husband was professionals and technicians, educational attainment of housewife was over junior college graduate, pattern of housing was collective, income was higher in self-developing type. restful type showed significant differences when housewife was 40's, age of the lastborn child was under 13-18, educational attainment of housewife was under highschool graduate. There were significant differences that housewife was unemployed in home-oriented type. There were significant differences that housewife was 30's and unemployed, size of family was 4, age of the lastborn child was under 6, occupation of husband was market and sales worker, educational attainment of housewife was over junior college graduate, pattern of housing was collective in time-spending type. Second, there were significant differences in leisure time, leisure expenditure and leisure life satisfaction according to socio-demographic and economic variables. Leisure time showed significant differences when housewife was unemployed, age of the lastborn child was under 13-18, occupation of husband was service, educational attainment of housewife was under highschool graduate, income was higher. Leisure expenditure showed significant differences when housewife was 30's, size of family was under 3, age of the lastborn child was under 6, occupation of husband was senior officials and manager, educational attainment of housewife was over junior college graduate, pattern of housing was collective, income was over 5,000,000 won. There were significant differences that housewife was unemployed in leisure life satisfaction. Third, casual effect was path analysed according to path model. Employment and unemployment of housewife, income and occupation of husband (product & transport equipment operator) had an effect on phycial type. Age of housewife, employment and unemployment of housewife and occupation of husband (product & transport equipment operator) had an effect on children-concerned type. Age of housewife had an effect on social-concerned type. Education of husband, income, age of lastborn child and occupation of husband (professor and teacher) had an effect on self-developing type. Age of lastborn child, employment and unemployment of housewife and occupation of husband(product & transport equipment operator) had an effect on children-concerned type. Age of lastborn child and children number had an effect on religious-social type. Employment and unemployment of housewife had an effect on home-oriented type. Age of housewife, education of husband had an effect on time-spending type. Restful type, employment and unemployment of housewife, and occupation of husband(service) have an effect on leisure time. Income, leisure time, self-developing type, children concerned type and occupation of husband(senior officials and manager) had an effect on leisure expenditure. Leisure expenditure, self-developing type, employment and nemploymentof housewife, income had an effect on leisure life satisfaction.

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도시부부의 생활예절수행, 가족체계역동성 및 심리적 복지감에 관한 연구 (Practice of Everyday Life Proprieties, Dynamics of Family Systems, and Psychological Well-Being Among Married Couples)

  • 김연화;이정우
    • 가정과삶의질연구
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    • 제21권2호
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    • pp.1-18
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    • 2003
  • In recent years, Korean society has witnessed an increased interest in the observance of everyday life proprieties, building healthy families, and psychological well-being of family members. The main purpose of this research was to examine the relationships among the practice of everyday life proprieties, dynamics of family systems, and psychological well-being of Korean married couples. A self-report Questionnaire was used to collect data from married couples with a child over four-years-old who are currently residing in Seoul. 513 couples(1026 individuals) were used for the final data analysis. Statistical analyses were conducted using frequencies, percentages, means, standard deviations, Cronbach'α, Pearson correlation, paired t-test, factor analysis, and multiple regression. The findings of this study are as follows: First, the level of the practice of everyday life propriety was relatively high in both husbands and wives, and no significant gender difference was found in the level. Yet, there were some statistically significant differences in certain sub-dimensions. Wives showed a higher degree of performance in public decorum and social etiquette, whereas husbands exhibited a higher degree of performance in family decorum and communication manners. The family systems were highly dynamic, according to both husbands and wives, and there was no difference between husbands and wives. As for the sub-dimensions, the extent of communication was found to be higher among husbands than among wives. Psychological well-being was again relatively high for both husbands and wives, with husbands significantly higher than wives. Second, the findings indicate that the causal model did fit the data well, and that a myriad of background variables had direct and indirect impacts on psychological well-being, and these relationships were mediated by several variables in the sub-dimension of proprieties observance, family adaptability, and the degree of communication. The implication is that the practice of life propriety, an intervening variable, is crucial in improving psychological well-being of married couples. The findings of this research demonstrate that there are significant causal relationships among the practice of everyday life propriety, family systems dynamics, and psychological well-being. In addition, the observance of proprieties is shown to be a concept that can be used as an important predictor in the area of family resource management. Further research is needed to expand its focus on the practice of proprieties in the family resource management. More concrete and specialized family life education programs should be developed to help build healthy families. Lastly, the results indicate that proprieties education needs to be incorporated in family policies in order to promote the quality of family life.