• Title/Summary/Keyword: Moderating Analysis

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A Study on the Continuance Intention of Size Recommendation Services -Focusing on the Application of Expectation-Confirmation Model and the Moderating Effect of Familiarity- (사이즈 추천 서비스의 지속사용의도에 관한 연구 -기대일치모형의 적용과 친숙성의 조절효과를 중심으로-)

  • Sangwoo Seo
    • Journal of the Korean Society of Clothing and Textiles
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    • v.48 no.2
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    • pp.350-366
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    • 2024
  • This study aimed to clarify the continuance intention of users of size recommendation services. The expectation-confirmation model framed the analysis of the 180 data points collected. The analysis determined the mediating effects of perceived usefulness and satisfaction on the relationship between expectation-confirmation and continuance intention. The moderated mediation effect of familiarity was also analyzed, and a path analysis was conducted using PROCESS macro. Results showed that expectation-confirmation had a significant effect on perceived usefulness, satisfaction, and continuance intention. Findings indicated that perceived usefulness affected satisfaction and continuance intention and confirmed that satisfaction affected continuance intention. In the relationship between expectation-confirmation and continuance intention, mediation analysis verified the mediation and double mediation of perceived usefulness and satisfaction. In the group with an above-average familiarity value, moderation analysis confirmed a moderating effect between perceived usefulness and satisfaction. Above-average familiarity values also confirmed that the moderating effect on continuance intention was significant.

A Study on the effect of personal characteristics on incremental innovation (개인적 특성이 점진적 혁신에 미치는 효과에 관한 연구)

  • Ahn, Kwan-Young
    • Journal of the Korea Safety Management & Science
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    • v.11 no.4
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    • pp.279-286
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    • 2009
  • This paper reviewed the relationship between personal factors(creativity, outwarding, entrepreneurship) and incremental innovation, and the moderating effect of tenure in the domestic service enterprises. Based on the responses from 306 employees, the results of hierarchical multiple regression analysis showed that all personal factors except creativity have positive relationships with incremental innovation factors. The results of moderating analysis showed that entrepreneurship have more positive effects on all incremental innovation factors while respondents' tenure being shorter.

The Effect of Residential Environmental Satisfaction on Quality of Life and the Moderating Effect of Housing Type: The Case of Gyeonggi, Korea

  • Lee, Kyung-Young
    • Asian Journal for Public Opinion Research
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    • v.8 no.1
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    • pp.3-21
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    • 2020
  • This study examined the relationship between residential environmental satisfaction and quality of life, and how the relationship between variables differed depending on housing type. Residential environments can affect a person's life in a variety of ways. However, there have not been many studies on the relationship between quality of life and residential environments, which increases the importance of this study. In this study, residential environments were categorized according to amenities, safety, and neighborhood relationships, which enabled the comparison of influence between these elements. In addition, this study analyzed the moderating effect of housing type to look for improvements for low-rise housing residents. For testing the hypotheses, moderating regression analysis was conducted with data from the 1st Gyeonggi Province quality of life survey that had 18,953 subjects. Results showed that residential environmental satisfaction had a positive effect on quality of life, with amenities having the largest influence. Furthermore, housing type had a significant moderating effect on the relationship between safety and quality of life. In other words, safety was proven relatively important in improving quality of life for low-rise housing residents. Today, with the limits to quantitative growth, qualitative development has become more important. In this respect, this study provides important implications for many developing countries undergoing urbanization.

Moderating Effects of Parental Monitoring in the Relationship between Children's Dependency on Mobile Phones and Control of Learning Behavior (아동의 휴대전화 의존과 학습행동 통제 간의 관계에서 부모감독의 조절효과)

  • Cho, Yoonju
    • Journal of the Korean Home Economics Association
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    • v.51 no.2
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    • pp.253-261
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    • 2013
  • The purpose of this study was to investigate the moderating effects of parental monitoring on the relationship between children's dependency on mobile phones and control of learning behavior. The data came from the 2010 Korean Children and Youth Panel (N = 1,609) conducted by the National Youth Policy Institute. The analysis method used was Structural Equation Modeling by using SPSS 17.0 and AMOS 7.0. To test the significant moderating effects, Ping's two-step technique, which is free from the requirement of nonlinear constraints, was used. Our results demonstrated that children's dependency on mobile phones had negative effects on control of learning behavior, and the interaction effects between such dependency and parental monitoring affected the control of learning behavior. Thus, these results proved the moderating effects of parental monitoring in the control of learning behavior. This study suggests that parental monitoring buffers against having difficulties to control and adjust one's behavior associated with control of learning behavior, which is affected by the dependency on mobile phones among children. We discussed that the risks of children's dependency on mobile phones and parental monitoring should be acknowledge as a significant protective factor.

Study on moderating effects of trust factor that medical service evaluation of patients (환자의 의료서비스 평가에 대한 신뢰요인의 조절효과 분석)

  • Kim, Young-Hoon;Woo, Jung-Sik;Kim, Han-Sung;Kim, Hee-Rae;Kim, Hyo-Jeoung
    • Korea Journal of Hospital Management
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    • v.16 no.4
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    • pp.111-130
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    • 2011
  • The purpose of this study is to find moderating effects of re-use intention by trust factors between patients satisfaction and hospital images. Survey a general hospital in Seoul was performed, and a total of 202 questionnaires has been analyzed. Result of multiple regression analysis are verified moderating effects by trust factors with hospital image and re-use intention(F=8.223**). And patient satisfaction and re-use intention are verified moderating effects by trust factors(F=4.255*). In addition, classify them into high trust group and low trust group by median split method, even if there are felt the equal level of satisfaction or image that high trust group will be re-visit the hospital better than low trust group. As a result, trust factors must consider different level from satisfaction or image, it is necessary that hospitals will be prepare to improve the trust.

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Impacts of Corporate Social Responsibility and Green Marketing Strategy on Business Performance: The Moderating Role of Balanced Scorecard

  • NGUYEN, It Van;QUACH, Trinh To;NGUYEN, Tinh Thi
    • The Journal of Asian Finance, Economics and Business
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    • v.9 no.10
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    • pp.73-83
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    • 2022
  • On the underpinning theory of the Resource Based Theory, this research examines the impact of corporate social responsibility and green marketing strategy on business performance with the moderating role balanced scorecard. Corporate social responsibility concentrates on related to government, the environment, customers, and employees. Green marketing strategy concentrates on approaches in terms of green products, green prices, green places, and green promotion. Business performance is measured by groups of indicators financial, and non-financial. The moderating role balanced the scorecard at the financial, customer, process, learning, and growth level. Research results with survey data from 419 managers at different food enterprises in Ho Chi Minh City processed through the structural analysis method, showed that corporate social responsibility has the strongest positive impact on business performance, followed by the green marketing strategy as the second strong positive impact on the business performance and results also showed that the balanced scorecard moderating role increases the level of the strong positive impact of the above relationship. Besides, it also showed the difference in the demographic control variables. Based on the findings, some implications are drawn to help the managers of enterprises improve the moderating role balanced scorecard when implementing corporate social responsibility and green marketing strategies thereby contributing to increasing business performance.

The Effect of Internationalized Human Capital on Export Performance of SMEs: Focusing on the Moderating Effects of Export Experience and Export Market Diversification (국제화된 인적자본이 중소기업의 수출성과에 미치는 영향: 수출경험과 수출시장다변화의 조절효과를 중심으로)

  • Young-Soo Yang;Jae-Eun Lee
    • Korea Trade Review
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    • v.46 no.3
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    • pp.171-184
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    • 2021
  • The purpose of this study is to analyze the effect of internationalized human capital on SME's export performance and to examine the moderating effects of export experience and export market diversification of SMEs that can affect the relationship between internationalized human capital and export performance of SMEs. The results of empirical analysis of 150 small and medium-sized enterprises located in Jeonnam province are as follows. First, the internationalized human capital of SMEs was found to have a positive (+) effect on export performance. Second, as a result of empirically analyzing the moderating effect of internationalized human capital on export performance, the export experience of SMEs was found to have a negative (-) moderating effect on the relationship between internationalized human capital and export performance of SMEs, and the export market diversification had a negative (-) moderating effect on the relationship between internationalized human capital and export performance of SMEs. This study provides meaningful theoretical implications in that this study identified the role of human capital by analyzing the relationship between internationalized human capital as an important source of competitive advantage of SMEs and export performance.

Examination of Consumer Purchase Intention for Foreign Infant Foods in China (중국에서 외국산 유아식품의 구매의도에 관한 연구)

  • Wu, Shi-Yuan;Yoon, Ki-Chang
    • Journal of Distribution Science
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    • v.15 no.3
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    • pp.49-60
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    • 2017
  • Purpose - The aims of this study are follows. We investigated to find out how country image and brand image affect the consumer perceived value, consumer attitude, and purchase intention of foreign infant foods in China. Especially, we focused on investigate for the moderating role of consumer knowledge between national image, brand image and consumer perceived value of foreign infant foods in China. Research design, data, and methodology - This study analyzed the effect of national image and brand image on purchase intention through consumer perceived value and consumer attitude. This study collected data for empirical analysis of Chinese consumers who have been purchase experience infant foods in China. 256 copies of questionnaire data were used for substantial analysis. Before testing the hypothesis, factor analysis was conducted to test the construct validity of measurement items. Hypotheses about effects between variables were verified using structural equation modeling analysis and hierarchical regression analysis. Results - First, the country image had a positive effect on consumer perceived value of foreign infant foods. Second, the brand image had a positive effect on consumer perceived value of foreign infant foods. Third, the consumer perceived value had a positive effect on consumer attitude. Fourth, the consumer attitude had a positive effect on purchase intention. Fifth, the consumer knowledge was moderating roles between brand image and consumer perceived value of foreign infant foods. However, the consumer knowledge did not effect of moderating between country image and perceived value of consumers. Conclusions - First, the impact of country image and brand image on consumer perceived value of foreign infant foods in China can be seen as a universal psychology of consumers who trust pure foreign products such as high quality, technology, etc. Second, consumer perceived value of foreign infant foods has a positive effect on consumer attitude, and this attitude is leading to purchase intention. Third, the consumer knowledge between brand image and perceived value acts as a moderating variable. It means that the consumer's knowledge can shape the perception of the brand image more strongly.

The Effects of Pandemic(COVID 19) on Service Providers' Motivation, Ambidexterity, and Service Performanc: Focusing on Cabin Crew Case

  • KIM, Young Hee;PARK, Sang Beom
    • The Journal of Industrial Distribution & Business
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    • v.13 no.6
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    • pp.19-36
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    • 2022
  • Purpose: The purpose of this study is to analyze the effects of COVID 19. The effects of COVID 19 are grouped into 5; economic stress, mental stress, health stress, task concern, self-confidence. We introduce the concept of personal ambidexterity that is necessary power for cabin crews to provide appropriate and efficient service to passengers. Ambidexterity consists of exploiting existing resources to sustain and exploring the new including method of performing task, customer, market etc. The former is necessary to maintain present condition while the latter is necessary to prepare for the future. Also motive is considered as a stimulating factor for task. Previous studies show that motive affects ambidexterity and we try to analyze whether COVID 19 effects influence this relationship. Research design, data, and methodology: Considering the relationship between the variables, we designed to measure the influence of the effects of COVID 19 by analyzing the moderating effects of them. For empirical analysis we distributed survey questionnaire and collected. Total of 361 samples are used fo the analysis. For analysis program, SPSS version 23 was used. Regression analysis and moderating effect analysis were conducted. Results: Study results show that first, the variables of economic stress, mental stress, health stress, task concern, self confidence affects personal ambidexterity and service provision. Also ambidexterity affects service provision significantly. Among COVID 19 effects, economic stress, task concern, and self confidence has moderating effects. On the other hand, new work environment does not have moderating effect. Conclusions: In conclusion, the effects of COVID 19 are wide and various. Among them the most serious effect is that COVID 19 is depriving workers of self confidence and passion toward the work. To remedy stresses and restore self confidence and passion, each worker should make his/her own efforts, such as, learning more to become more competitive, also firms should do make efforts to protect employees and to rebuild trust between firm and employees in every respect. Especially firms should realize that economic stress can be treated by economic compensation as the situation turns to normal but trust as well as self confidence and passion is not easy to restore.

The Influence of Storytelling of Local Cultural Festival on Brand Assets: Moderating Effect of Local Culture Unity (지역문화축제 스토리텔링이 브랜드 자산에 미치는 영향: 지역문화 일치성의 조절효과)

  • Choi, Keon
    • Journal of Industrial Convergence
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    • v.20 no.7
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    • pp.13-20
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    • 2022
  • This study aimed to provide basic data for the development of local cultural festivals by verifying whether regional cultural unity moderates the link between storytelling and brand assets for festival visitors. The survey was conducted with 431 visitors who participated in the S city Eupseong Festival program. Descriptive statistics, reliability analysis, correlation analysis, and moderating effect analysis were performed for the analysis of the questionnaire data. As a result of the study, first, storytelling and regional cultural unity showed the highest positive correlation, and there were positive correlations between local cultural unity and brand assets, and between storytelling and brand assets. Second, as a result of the moderating effect analysis, regional cultural unity moderated the link between storytelling and brand assets. In other words, when storytelling increases, brand assets increase, but when regional cultural unity is high, it increases more steeply than when regional cultural unity is low. This study presented a new model to improve the brand assets of local festivals.