• 제목/요약/키워드: moderating regression model

검색결과 179건 처리시간 0.029초

중소기업의 외부 기술협력 네트워크의 다양성과 생산성 향상 : 최고기술경영자가 주도하는 기술 개발의 조절효과 (SMEs' External Technology Collaboration Network Diversity and Productivity Improvement : The Moderating Effect of the Chief Technology Officer-Driven Technology Development)

  • 허용석
    • 산업경영시스템학회지
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    • 제40권2호
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    • pp.99-103
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    • 2017
  • Productivity improvement is one of the important goals which firms' technology developments aim at. Firms' improved productivity from technology development means that their inputs can produce more outputs through technology development, which makes firms' productivity improvement from technology development more and more important in the age of technology advance and convergence like today. This research empirically analyzes the influence of the external technology collaboration network diversity on the productivity improvement of the small and medium-sized enterprises (SMEs) from technology development and the moderating effect of the chief technology officer (CTO)-driven technology development on this influence. This study constructs the research model reflecting the moderating impact of the CTO-driven technology development and tests it with the ordinary least squares regression through the IBM SPSS version 23 by using the 2,000 data about South Korean SMEs. This research empirically reveals two points. One is that SMEs' external technology collaboration network diversity has a positive influence on their productivity improvement from technology development. The other is that the positive effect of SMEs' external technology collaboration network diversity on their productivity improvement from technology development is moderated by the CTO-driven technology development. The two points revealed in this study present two meaningful implications in not only the practical but also academic point of view. The practical implication is that it is effective for SMEs to use CTOs in increasing their productivity improvement from technology development. The academic implication is that making technology collaboration with more diverse external partners can increase SMEs' productivity improvement from technology development.

유통업 종사자의 감정노동 영향과 사회적 지원 및 직무자율성의 조절효과 (The Effects of Emotional Labor and Moderating Effect of Social Support and Job Autonomy on Retailing services employee's)

  • 지귀정;박지영;김제숭
    • 대한안전경영과학회지
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    • 제17권3호
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    • pp.247-263
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    • 2015
  • This study seeks to identify effects derived from emotional labor in the distribution industry, and draw ways to systematically manage the employees by exploring effects of the emotion work on performance. For the purpose, literature reviews and empirical experiments were conducted to find out effects of emotional labor and false face acting on emotion work and organizational performance and effects of social support and job autonomy on the relationship between emotion work and organizational performance. To verify the hypothesis, we conducted a hierarchical regression analysis and structural equation model analysis using SPSS 20 and AMOS19. The result of the verification in this study is as follows: First, effects of emotional labor on burnout was found to be statistically significant, second, as for the path-coefficient for "emotional labor ${\rightarrow}$ emotion work" and "emotional labor ${\rightarrow}$ job satisfaction" was not statistically significant, while the path-coefficient for "emotional labor ${\rightarrow}$ service level" was found to be statistically significant. Third, effects of emotion work on job satisfaction was found statistically significant, fourth, emotion work on the service level was found statistically significant, fifth, effects of false face acting on emotion work was found statistically significant, sixth, effects of false face acting on burnout was statistically significant, seventh, moderating were found statistically significant and lastly, moderating effects of the relationship between emotion work from job autonomy and organization performance was not verified in job satisfaction, while emotion work, job autonomy, and interaction variable in service level were statistically significant.

노인의 주관적 건강상태와 건강관련 삶의 질의 관련성 : 구강건강수준의 조절 효과 중심으로 (Relationship between perceived health status and health-related quality of life in the elderly: A focus on moderating effects of oral health)

  • 이수향;신보미;신선정;배수명
    • 한국치위생학회지
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    • 제19권5호
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    • pp.715-729
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    • 2019
  • Objectives: This study aimed to validate the moderating effect of oral health on the relationship between perceived health status and health-related quality of life in the elderly and to use this information as primary data to suggest oral health policies for the aged society. Methods: This study included 3,707 subjects aged over 65 years who answered all the variables used in the study model and completed the health questionnaire and screening survey based on the sixth Korea National Health and Nutrition Examination Survey. Baron & Kenny's linear regression analysis using SPSS 22.0 and SPSS Macro Version 3.1 programs was performed to confirm the moderating effect of the number of remaining natural teeth, chewing difficulty, and cardiovascular disease on the relationship between perceived health status and healthrelated quality of life in the elderly. Results: The number of remaining natural teeth, chewing difficulties, and cardiovascular diseases affected the perceived health status of the elderly. As the number of remaining natural teeth increased, the effect of perceived health status on the quality of life in the elderly was buffered. The effect of perceived health status on the quality of life increased with chewing difficulties and the number of cardiovascular diseases. In particular, it was confirmed that chewing difficulties, rather than the number of cardiovascular diseases. had a greater effect on the quality of life in the elderly. Conclusions: Oral health policies and projects are required to ensure oral rehabilitation with dentures and implants and restore chewing function to improve the quality of life of the elderly in Korea.

청소년의 학교폭력 피해 경험이 복합 외상 후 스트레스에 미치는 영향 - 자아존중감의 조절효과를 중심으로 - (The Effects of School Violence in Adolescents on Complex Post-traumatic Stress Disorder Symptoms - Focus on Moderating Effect of Self-esteem -)

  • 조성희;김혜선
    • 한국콘텐츠학회논문지
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    • 제21권12호
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    • pp.621-631
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    • 2021
  • 본 연구는 청소년의 학교폭력 피해 경험이 복합 외상 후 스트레스에 미치는 영향과 이 관계에서 자아존중감의 조절효과를 검증하고자 하였다. 이를 위해 291명의 청소년을 대상으로 조사된 자료를 연구에 활용하였으며, 조절회귀분석을 통해 연구모형을 검증하였다. 연구 결과, 학교폭력 피해 경험과 자아존중감은 복합 외상 후 스트레스에 유의미한 영향을 가진 것으로 나타나 학교폭력 피해 경험의 수준이 높을수록, 자아존중감이 낮을수록 복합 외상 후 스트레스가 증가하게 됨을 확인하였다. 또한 자아존중감은 학교폭력 피해 경험이 복합 외상 후 스트레스에 미치는 영향을 조절하고 있음을 확인하여 같은 수준의 학교폭력 피해 경험이 있더라도 자아존중감이 높은 경우 복합외상 후 스트레스의 문제를 완화할 수 있음을 확인하였다. 연구 결과를 바탕으로 청소년의 학교폭력과 이로 인해 발생하는 복합 외상 후 스트레스의 문제를 완화하기 위한 방안을 제시하였다.

Trauma Exposure and Suicidal Ideation among Korean Male Firefighters: Examining the Moderating Roles of Organizational Climate

  • Chi-Yun Back;Dae-Sung Hyun;Sei-Jin Chang;Da-Yee Jeung
    • Safety and Health at Work
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    • 제14권1호
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    • pp.71-77
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    • 2023
  • Background: This study investigated the relationship between trauma exposure and suicidal ideation. Moreover, this study examines the moderating roles of organizational climate on the association between trauma exposure and suicidal ideation in Korean male firefighters. Methods: A total of 15,104 male firefighters who completed a questionnaire were analyzed. The data were obtained using an online self-administered questionnaire from the Firefighter Research on Enhancement of Safety and Health Study. Poisson regression analysis was performed to determine the effects of trauma exposure on suicidal ideation and the moderating effect of organizational climate. Results: The results showed that 389 firefighters (2.6%) responded that they had experienced suicidal ideation. In the final model, trauma exposure was positively related to suicidal ideation (adjusted risk ratio [aRR], 1.076; 95% confidence interval [CI]: 1.051-1.103), and organizational climate was negatively associated with suicidal ideation (aRR, 0.772; 95% CI: 0.739-0.806). Additionally, the interaction term (trauma exposure × organizational climate) was related to suicidal ideation (aRR, 1.016; 95% CI: 1.009-1.023). Conclusions: This study suggests that trauma exposure might play a significant role in developing suicidal ideation and that positive organizational climate moderates the negative effects of trauma exposure on suicidal ideation among firefighters. It is necessary to perform a follow-up study of various intervention strategies to maintain a healthy organizational climate or work environment. Such interventions should promote lasting trust within teams, provide social support and belonging, and nurture job value.

프랜차이즈시스템의 사회연결망 특성이 정보공유에 미치는 영향 (The Effect of Social Network on Information Sharing in Franchise System)

  • 윤한성;배상욱;노정구
    • 한국유통학회지:유통연구
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    • 제16권2호
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    • pp.95-118
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    • 2011
  • 본 연구는 다음과 같은 연구목적을 가진다. 첫째, 프랜차이즈 시스템에서 사회연결망 밀도와 중앙성이 가맹점의 가맹본부와의 정보공유와 다른 가맹점들과의 정보공유에 미치는 영향에 대한 관계를 실증적으로 밝히고자 한다. 둘째, 앞서 제시한 관계들에 있어 가맹점과 가맹본부 간의 유대강도의 조절역할을 하는지에 대하여 탐색적으로 확인하고자 한다. 셋째, 실증분석의 결과를 토대로 학문적 실무적 시사점을 제시하고자 한다. 본 연구는 실증분석을 하기 위하여 부산지역에 소재한 프랜차이즈 가맹점들을 대상으로 설문조사를 실시하였으며, 설문응답의 신뢰성을 높이기 위해서 가맹점의 점주와 점장을 중심으로 설문조사 하였다. 회수된 설문지는 총 200부이며, 이 중 무성의하게 응답한 11부를 제외한 189부를 실증분석에 사용하였다. 평균변환법과 위계적 다중회귀분석법을 사용하여 가설들을 검증한 결과는 다음과 같다. 첫째, 정보공유 대상이 가맹본부인 경우 사회연결망 중앙성, 유대강도, 밀도 및 중앙성과 유대강도의 상호작용이 정보공유에 유의하게 영향을 미치는 것으로 나타났다. 둘째, 정보공유 대상이 다른 가맹점인 경우 사회연결망 중앙성이 정보공유에 유의한 영향을 미치는 것으로 나타났다. 마지막으로 본 연구의 실증분석 결과를 토대로 학문적 실무적 시사점과 본 연구의 한계점 및 향후 과제를 제시하였다.

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슈퍼바이저의 고용불안정성이 조직유효성에 미치는 영향에 관한 연구: 자기효능감과 신뢰의 조절효과 (A Study on the Relationship between Franchise Firm's Supervisors Job Insecurity and Organizational Effectiveness: The Moderating Effect of Self-Efficacy and Trust in Manager)

  • 조준상
    • 유통과학연구
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    • 제13권1호
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    • pp.35-46
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    • 2015
  • Purpose - This paper attempted to investigate the relationships among the perception of job insecurity and organizational effectiveness, and it examines these relationships while considering the moderating effect of trust in the manager and self-efficacy. Job insecurity is an independent variable, organizational effectiveness aspects (job satisfaction, organizational commitment, and turnover intention) are dependent variables, and trust and self-efficacy are moderators. Research design, data, and methodology - Regression analysis was used to verify the effects. The measurement items were already deemed as reliable and valid in the previous study, but for this purpose, some modifications were made. To examine the model, this study relied on the samples chosen from Korean employees in the six franchise business firms. The survey was conducted on 288 workers. Each question is based on a 5-point Likert type scale. The data were analyzed using SPSS 18.0. Results - The results of the study are summarized as follows. First, job insecurity has an influence on organizational effectiveness aspects (negatively on job satisfaction, negatively on organizational commitment, and positively on turnover intention). Second, analyzing the moderating effect of trust, trust in manager is mediated between job insecurity and organizational effectiveness aspects (on organizational commitment and on turnover intention). However, employees' trust in manager had no significant moderating effect on the job insecurity-job satisfaction relationship. Third, self-efficacy is mediated between job insecurity and organizational effectiveness aspects (on job satisfaction, on organizational commitment, and on turnover intention). Conclusions - First, it is necessary to be aware of the seriousness of employees' job insecurity in franchise firms, which have played a pivotal role in national economic growth, and to create a detailed plan for reducing insecurity and actively implementing it. To this end, the franchise companies should implement efficiency efforts such as obtaining an appropriate capacity of equipped personnel and a training program. Second, there are moderating effects of self-efficacy and trust in the relationship between job insecurity and organizational effectiveness. Depending on business conditions, stability and instability can only be experienced in the organizations of franchise companies. This can give rise to instability in employment. Therefore, it is necessary to develop and utilize a system that can be minimized with a change in the new awareness of employment instability. After all, a good leader (manager) must accumulate personal trust and build up a core competence that is necessary to become competent in the field himself. Even if you lack the material resources to improve performance, if the leader with the core competencies (e.g., technical/management /organization/marketing/design) can gain the trust of the supervisor, you can get a good organizational performance. Therefore, you should foster a healthy organizational culture through education such as leadership training and employee training to be built on trust between the leaders and the employees. In addition, you need to focus on HRD&M training in order to increase the self-efficacy of the supervisor.

노인의료복지시설 근무자들의 이직의도 결정요인 (Determinants of Intent to Leave among Workers at Long-Term Care Institutions)

  • 오지영;서영준;박현숙
    • 보건의료산업학회지
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    • 제6권1호
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    • pp.87-103
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    • 2012
  • The purpose of this study is to investigate the determinants of intent to leave among workers at long-term care institutions in South Korea. The model represents a revision of the Price(2001) model which extends previous research by providing a comprehensive review of the economic, psychological, sociological literature. This study also examined the moderating effects of values toward independent variables on the job satisfaction and organizational commitment. The sample used in this study consisted of 400 workers from 9 long-term care hospitals and facilities nationwide. Data were collected with self-administered questionnaires and analysed using multiple regression analysis and path analysis. The main results of the study were as follows. The variance of job satisfaction and organizational commitment explained by the independent variables used in the study are 74.5% and 76.3% respectively. The results of this study revealed that the following variables have significant negative effects on intent to leave among workers; organizational commitment, job satisfaction, positive affectivity, supervisor support, job significance, job security, job growth. And the following variables have significant positive effects on intent to leave among workers; job opportunity, negative affectivity. This result is same when the moderating role of values were considered in the analysis. Among demographic variables, only age was found to have a significant positive effect on the intent to leave among workers.

The link between Perceived Organizational Justice, Knowledge Hiding Behaviors and Innovative Behavior: A Moderated Mediation Model

  • Choi, Suk-Bong;Jeong, Jae-Geum;Jung, Ki-Baek;Ullah, S.M. Ebrahim
    • 아태비즈니스연구
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    • 제13권1호
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    • pp.19-36
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    • 2022
  • Purpose - Previous studies tried to find antecedents of innovative behavior. However, research on knowledge hiding behavior, psychological mechanism, and perception of organizational justice has been relatively limited. In this sense, this study has investigated the impact of organizational justice on employees' innovative behavior and explored the factors that affect the above relationship. Especially, this study tested the direct effect of organizational justice on innovative behavior. This study also examines the mediating roles of knowledge hiding behavior in this causal relationship. Moreover, the process of organizational justice to innovative behavior is assumed to be influenced by leadership style. Therefore, we examined the moderating effect of authentic leadership on the relationship between organizational justice and knowledge hiding behavior. Design/methodology/approach - For the empirical test, we collected data via a questionnaire survey of a sample of 252 employees from Korean firms. We conducted a hierarchical regression analysis to test hypotheses. Results - The results of the empirical analysis revealed that organizational justice was positively related to innovative behavior and negatively related to knowledge hiding behavior. The results also showed that knowledge hiding behavior negatively mediated the relationship between organizational justice and innovative behavior. In addition, we found the moderating role of authentic leadership. More importantly, we found that the conditional indirect effect of organizational justice on innovative behavior via knowledge hiding behavior was depending on authentic leadership. Uncovering the relationship between organizational justice and innovative behavior through the mediating role of knowledge hiding behavior and the moderated mediating role of authentic leadership has useful theoretical and practical implications. We also suggest directions for future research by providing several limitations.

The External Knowledge Utilization and Radical Innovation in Korea Electronic Industry

  • Lee, Youngwoo;Kim, Jae-Jin;Chang, Sul-Ki
    • 동아시아경상학회지
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    • 제6권4호
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    • pp.13-24
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    • 2018
  • Purpose - This study investigates the moderation effect of internal factor, a firms size, on the external knowledge sourcing strategy and its effectiveness in generating radical innovation. We incorporate concepts of breadth and depth as two measures to gauge the degree of openness in firms external search Research design and methodology - The dependent variable in the regression model is the percentage of innovative sales and therefore, Tobit regression is employed for estimating significant factors affecting on the ratio of first-to-market by breadth and depth in external knowledge, internationalization, and size. Results - The results show that the external knowledge, in terms of both breadth and depth, has a positive relationship with radical innovation. However internationalization as external knowledge resources is not statistically accepted. Firm size has moderating effect on innovation negatively only in case of using external knowledge resources to a high degree. Conclusions - Firms obtain external information mostly from customers, competitors, and suppliers etc. empirical knowledge in terms of scope and intensity is an important contributor to innovation. And intensity use of external knowledge and information resources can work in favor of smaller firms rather than larger ones. Internationalization seems to have little effect on innovation but it requires further researches with clear criteria and more data.