• Title/Summary/Keyword: moderating regression model

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Factors Influencing Participation Intention in Urban Agriculture - Moderating Effects of Household Type - (도시농업 참여 의도에 영향을 미치는 요인 - 가구 구성의 조절 효과 -)

  • Yoon, Joong-Whan;Heo, Chul-Moo
    • Korean Journal of Organic Agriculture
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    • v.28 no.3
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    • pp.289-313
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    • 2020
  • This study was conducted to analyze the factors influencing participation intention in urban agriculture. The theoretical foundations of the study were Theory of Planned Behavior (TPB) and Pine and Gilmore's Experiencel Economy. The type of household composition was set as the moderating variable between these independent and dependent variables. In order to test the research model, hierarchical regression analysis was conducted on 439 effective respondents. The empirical analysis results are as follows. Educational experience factors, escapist experience factors, attitudes, subjective norm, and perceived behavioral control, which were set as independent variables to positive (+) influence participation intention in urban agriculture. In addition, the impact of their influence relationship was as follows : perceived behavioral control > attitudes > escapist experience factor > subjective norm > educational experience factor. On the other hand, as a result of analyzing the moderating effect according to the household composition, there was a significant difference in the effect of educational experiences, escapist experiences, and subjective norm on participation intention in urban agriculture. Significant results were not tested on the moderating effects between attitudes, perceived behavioral control, and participation intention in urban agriculture. Based on the results of this empirical analysis, academic and practical implications were presented.

A Study on the Influence of Middle Managers' Leadership on Organizational Innovation in General Hospitals - Focused on the Moderating Effect of Employee's Readiness (병원중간관리자의 리더십과 조직혁신성 간의 관계에서 구성원 성숙도의 조절효과분석)

  • Kim, Hee Rae;Kim, Young Hoon;Kim, Han Sung;Woo, Jung Sik
    • Korea Journal of Hospital Management
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    • v.21 no.2
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    • pp.50-62
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    • 2016
  • The study was conducted to compare organizational innovation depending on the leadership type of middle managers in general hospital. Moreover, the study was also to prove whether employees'readiness causes any differences to the link between leadership and organizational innovation. The result is based on 769 sheets of survey paper answered by administrations and nurses working at general hospitals or the same level of hospitals located in the metropolitan area. The methods of analysis used are as follows: reliability analysis, frequency analysis, t-test, ANOVA, multiple regression analysis, and hierarchical regression analysis. Main results of the study can be summarized as below. First, by analyzing the influence of task-behavior leadership on organizational innovation, R squre on knowledge management which is organizational innovation factor was 12.5%, R squre on creativity was 9.1%, and R squre on innovation behavior was 10.3%. Regression model appeared to be statistically significant as well. Both task-behavior and relationship-behavior leadership have influence on organizational innovation and it is learned that relationship-behavior leadership has a bigger influence on all the organizational innovation factors. Second, moderating effect of the employee's readiness is examined in terms of the link between leadership and organizational innovation. As a result, the member's readiness had positive influence when it comes to the link between leadership and organizational innovation. Also, after verifying moderating effect of readiness (ability/willingness), this study shows that ability readiness has positive influence on the link between task-behavior(or relationship-behavior) leadership and creativity, and innovation behavior while willingness readiness positively influences the link between task-behavior(or relationship-behavior) leadership and creativity & innovation behavior. To summarize results of the study, this study shows that the members who possess high readiness also have high organizational innovation, which promises their positive role in a group.

The Moderating Effect of Internal Control on Performance of Cross-Border M&A under the Uncertainty of Economic Policy: Evidence from China

  • Huang, Xiao-Lin;Chen, Guan-Ting;Lee, Eun-Hye
    • Journal of Korea Trade
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    • v.23 no.7
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    • pp.128-146
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    • 2019
  • Purpose - The purpose of this paper is to investigate the relationship between internal control, economic policy uncertainty, and performance of cross-border merger and acquisition (M&A) based on the panel data of Chinese listed firms. The authors expected that internal control has a positive moderating effect on the performance of cross-border M&A and that it mainly occurs during periods when economic policies are relatively stable. In addition, the authors tried to find out the mechanism of internal control affecting cross-border M&A and the corporate performance. Design/methodology - The authors tested the hypotheses by a multivariate regression model based on the panel data of Chinese listed firms from 2009 to 2017. The dependent variable is the change value of business performance (DROA_1,2,3) and the explanatory variables are cross-border M&A (MA), China's uncertainty of economic policy (EPU), and internal control level (IC) respectively. Findings - The authors find that internal control has a positive moderating effect on the relationship between cross-border M&A and corporate performance. Further, the authors find that the moderating effect is more significant in state-owned enterprises and that it mainly occurs during periods when economic policies are relatively stable. Originality/value - This paper is the leading study that tries to analyze empirically the relationship between internal control, economic policy uncertainty, and performance of cross-border M&A. It provides a new avenue through which internal control might reasonably mitigate the risks of cross-border M&A and correspondingly improve the performance of cross-border M&A. It also confirms the moderating effect of internal control on the performance of cross-border M&A under the uncertainty of economic policy.

A Study on the Effect among the Service Quality of Coffee Shop, Store Attitude and Store Loyalty: Focusing on the Construal Level (커피전문점 서비스품질, 점포태도, 점포충성도의 영향관계 연구 : 개인 해석수준의 영향을 중심으로)

  • Kang, Hwa-Seok
    • The Korean Journal of Franchise Management
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    • v.9 no.2
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    • pp.39-52
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    • 2018
  • Purpose - This study investigates the effect of service quality of coffee shop on store attitude and store loyalty. It demonstrates that the individual's behavior identification level plays a moderating role when the service quality of coffee shop affects store attitude. Conceptually drawing on Brady & Cronin's three-dimensional model of service quality, this study examines the effect of service quality of coffee specialty store on customer's attitudes and loyalty. Also, according to construal level theory, it examines the individual's propensity difference whether the individual's behavior identification level on service quality and store attitude has a moderating effect Research design, data, and methodology - This study used Brady & Cronin's three-dimensional service quality model, and 183 valid cases collected through the questionnaire survey were used for data analyses. For hypothesis testing, regression analysis, multiple regression analysis, and covariance analysis were conducted. Result- As a result of this study, first, it is confirmed that service quality has a positive effect on store attitude toward coffee shop. Second, the difference of an individual's construal level did not have a moderating effect on the influential relationship of service quality on the store attitude of coffee shop. This is because the influence of the service quality is greater than the difference between groups at the construal level. Therefore, there was no moderating influence according to construal level. Third, the store attitude of coffee specialty store has a positive effect on store loyalty. Conclusions - It is confirmed that there is a difference in the effect of service quality and store attitude on general and college students. This suggests that it can be used to establish marketing strategies by segment. And, the college students were found to be more influenced by physical environment quality factor among three dimensions of service quality. Therefore, it is necessary to further improve efforts to raise the level of service quality perception through physical environmental factors such as clean and pleasant environment including the interior of a coffee shop, and internal table arrangement. The empirical study on the moderating effects of customer's tendency of difference is meaningful in the absence of empirical studies.

Dissatisfaction, Trust, Commitment, and Repurchasing Intention of Internet Shopping Mall: The Moderating Effect of Perceived Equity to Complaint Handling (인터넷 쇼핑몰 고객의 신뢰 및 결속에 미치는 고객불만의 부정적 영향: 불평처리 공정성 지각의 조절효과)

  • Park, Kyung-Do;Park, Jin-Yong;Seo, Ji-Yeon
    • Journal of Distribution Research
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    • v.11 no.2
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    • pp.59-79
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    • 2006
  • The purpose of this study is two folds; first. to identify the negative effect of customer dissatisfaction on trust and commitment. and second to examine the moderating effect of consumers' perceived equity created by various ways in which a company deals with his/her complaints. Our proposed model is empirically tested by a survey data collected from Internet shopping mall consumers who raised complaints. The simultaneous regression model is used to test the negative effect of customer dissatisfaction. To examine the moderating effect of equity, our study employs the group analysis of LISREL. The empirical result shows that customers' dissatisfaction. unless it is concerned with merchandise related dissatisfaction, influences on trust and commitment. Also, we find that consumers' perceived equity has a moderating effect on the relationship variables dissatisfaction and customer relationship variables including trust and commitment.

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The Moderating Effect of Community Cohesion on the Relationship between Neighborhood Disorder and Community Integration among Persons with Mental Illnesses (동네무질서와 정신장애인의 지역사회통합과의 관계 - 지역사회응집력의 조절효과 분석 -)

  • Min, So Young
    • Korean Journal of Social Welfare
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    • v.67 no.3
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    • pp.57-82
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    • 2015
  • This study examines the extent to which community cohesion moderates the effects of neighborhood disorder on community integration among persons with mental illnesses(MI) who are living in the community. Stress process model, social disorganization theory, and neighborhood disorder model were considered with regard to the moderating effect of community cohesion. 692 persons with MI who utilized Community Mental Health Enhancement Centers were surveyed and analyzed, employing moderated regression model. Major findings showed that neighborhood disorder increased social integration. Community cohesion moderated the relationships of neighborhood disorder to three dimensions of community integration: physical, social and psychological integration. Implications for community intervention beyond the individual and service-level interventions were addressed in order to accomplish community integration for persons with MI.

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Applying the Job Demands-Resources model to safety participation and the moderating effect of safety self-efficacy (안전참여 활동에 대한 직무요구-자원 모형의 적용 및 안전 자기효능감의 조절효과)

  • Ahn, Kwan Young
    • Journal of the Korea Safety Management & Science
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    • v.16 no.1
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    • pp.109-117
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    • 2014
  • This paper reviewed the relationship between job demands/resources and safety participation, and the moderating effect of safety self-efficacy. Based on the responses from 247 employees, the results of multiple regression analysis appeared as follow; 1) job demands factors(role conflict, role ambiguity and role overload) effect negatively on safety participation. 2) job resources factors(autonomy and social support) effect positively on safety participation. 3) safety self-efficacy moderates positively 3 relationships-between role conflict and safety participation, between role ambiguity and safety participation, between social support and safety participation.

The Moderating Effect of Family Relationship on Depression in the Elderly (노년기 우울에 대한 가족관계 만족도의 중재효과)

  • Yoo, Junghun;Sung, Heayoung
    • 한국노년학
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    • v.29 no.2
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    • pp.717-728
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    • 2009
  • The purpose of this study is to examine the moderating effect of family relationship (relationship with spouse and adult children)about the impact of economical status and health(physical health, cognitive health) on depression. The data came from Korean Longitudinal Study of Ageing(KLoSA) 2005 of Korea labor institute. 2,566 individuals(male 1,535, female 1,031) with spouse and aged 65 and over were selected for this study. Using the multiple regression model, we found that significant effect of economical status, physical health and cognitive health on depression. Also relationship with spouse moderated the effect of economical status on depression and relationship with adult children moderated the effect of cognitive health on depression. The results of this study suggest that family relationship is important variable to reduce depression of the elderly.

The Effects of Self-Leadership on Organizational Citizenship Behavior and Turnover Intention in Beauty Salon Employees (뷰티살롱 종사자의 셀프 리더십이 조직시민행동과 이직의사에 미치는 영향)

  • Kim, Hye-Jung
    • The Journal of the Korea Contents Association
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    • v.19 no.1
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    • pp.484-495
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    • 2019
  • This study attempted to investigate the effects of self-leadership on organizational citizenship behavior and turnover intention among beauty salon employees and analyze the moderating effects of job satisfaction. For this purpose, data were collected for 330 people working in beauty salons and analyzed using SPSS v. 21.0. According to multiple regression analysis, self-leadership revealed a statistically significant positive effect on the OCB and urnover intention Therefore, it was shown that self-leadership is a critical factor. To determine if self-leadership having an influence on the OCB and turnover intention is moderated by job satisfaction, variables were applied to the following models, and hierarchical regression was performed: self-leadershipto model I, job satisfaction to model II, self-leadership and job satisfaction to model III. The results found a statistically significant positive influence in all three models. Therefore, this shows that job satisfaction has a moderating effect on self-leadership, OCB and turnover intention. Self-development education as well as technical training should be strengthened to enhance self-leadership, which leads beauty salon employees' thoughts and behavior in the right direction.

Factors Influencing the Reuse of Mobile Payment Services in Retail

  • KIM, Soon-Hong;YOO, Byong-Kook
    • Journal of Distribution Science
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    • v.18 no.3
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    • pp.53-65
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    • 2020
  • Purpose: This study tests the suitability of a new technology acceptance model for a mobile payment system by checking how statistically significant the change is from the UTAUT (Unified Theory of Acceptance and Use of Technology) and UTAUT 2 models. Research, Data, and Methodology: We surveyed 250 students at Incheon University who are using the mobile payment system. The analysis was conducted on 243 valid questionnaires. The survey was conducted for one month in October 2018. The collected data were analyzed using SPSS and hierarchical regression analysis was applied. Results: Using hierarchical regression analysis, this study confirmed whether the newly added hedonic motivation, switching cost, and perceived risk variables in the UTAUT2 model are good explanatory variables. Mobile payment usage experience was found to have a moderating effect on mobile payment reuse intention. According to the analysis, the UTAUT2 model brought about more influential change than the variables of the UTAUT model. Conclusions: This study found that consumers' psychological factors added in the UTAUT2 model greatly influenced the reuse intention for mobile payment. As an implication of this study, mobile payment providers need to develop strategies that could meet hedonic motivation, switching cost and perceived risk for their customers.