• Title/Summary/Keyword: Structural Equation Model (SEM)

Search Result 884, Processing Time 0.034 seconds

Analysis on the User Behaviors of Elementary School Students of Winter Vacation Programs of Public Libraries at Daegu Metropolitan City (대구광역시 공공도서관 겨울방학 프로그램 참여 초등학생 이용자의 이용행태 분석)

  • Oh, Dong-Geun;Lee, Gyeong-Hun
    • Journal of the Korean Society for Library and Information Science
    • /
    • v.48 no.2
    • /
    • pp.137-157
    • /
    • 2014
  • This study analyzed the general user behaviors and the perceptions on service quality, satisfaction, loyalty of the users of the special winter vacation programs at the public libraries in Daegu Metropolitan City. Among the 444 collected questionnaires from the participants in the programs at 8 public libraries in the City, a total of 300 were analyzed for the study. As results, many participants have visited the libraries with their family members, and have applied the programs through the helps from their parents. They rated higher the service quality, the satisfaction, and the loyalty than other child users of the children's services as well as the adult participants of the cultural programs and of the public libraries. In the analysis of the structural equation model (SEM) on the service quality, customer satisfaction and loyalty, all of the service quality factors of special winter vacation programs, namely program contents and instructors, staff supports and services, and facilities and equipments, have significant effects on the user satisfaction. Staff supports and services factor of the service quality has significant direct effects on loyalty along with the overall satisfaction, but program contents and instructors factor and facilities and equipments factor have no significant direct effects on loyalty.

A Study on Mobility Support Center Service Using Structural Equation Model (구조방정식모형을 활용한 이동지원센터 서비스 이용에 관한 연구)

  • Kim, Sung-Hoe;Kim, Gyeong-Seok
    • Journal of the Korea Academia-Industrial cooperation Society
    • /
    • v.19 no.7
    • /
    • pp.343-353
    • /
    • 2018
  • Most local governments operate Mobility Support Centers to provide transportation convenience for the transportation vulnerable. A Mobility Support Center makes various efforts to improve the mobility of the transportation vulnerable. One of them is the operation of a Special Transportation Vehicle (STV). On the other hand, during implementation, problems, such as insufficient number of vehicles and high demand, have been found. Nevertheless, improving the service by providing a large amount of STV can be a problem in terms of the budget. Therefore, it is necessary to gather opinions of the users and identify the problems during the utilization of a Mobility Support Center. Moreover, it is necessary to improve various services to achieve a better and more comfortable utilization. In this research, SEM was used to analyze the importance of the Mobility Support Center for the transportation vulnerable. The importance and performance drawn and examined through an analysis and questionnaire survey were used to propose IPA results that consider the importance and performance at the same time. In addition, this research also suggest a service improvement priority based on the analysis result. For the analysis, this research conducted a questionnaire survey on the actual users and their guardians who use STV in Cheonan-city, as well as factor analysis and reliability analysis. The results showed that the 'Charge system' is not affected by the service because it is fully satisfied by the low price when compared to public transportation. In addition, 'Vehicle use' is more important than 'Convenience' service. IPA analysis showed that it is necessary to improve the priority, kindness, waiting time, and call center response for the better and more comfortable utilization of Mobility Support Centers for the transportation vulnerable.

A Study on the Properties of Mobile Phone that Influence on the Choice of Handset and Telecommunication Company (이동전화기 속성이 이동전화기 및 통신사 선택에 미치는 영향 분석)

  • Kim, Hyun-Jong
    • Journal of Digital Convergence
    • /
    • v.8 no.1
    • /
    • pp.109-120
    • /
    • 2010
  • Mobile phone-related industries have been mainly concentrated on attracting the new customers and increasing the market share such as for the aggressive marketing activities, but it is the time to find an effective strategy to preserve existing customers since the mobile phone market had already reached the saturation. In this study, the properties of mobile phone that influence on the choice of handset and telecom company were analyzed. General properties of respondents were explored and the mobile phone properties were grouped by common factors. And analyzed the effect of factors on customer satisfaction with structural equation model. 10.4% of respondents are used their handset more than two years and 48.7% wanted to purchase other manufacturer's handset if they repurchase mobile phone. These results might come form the fact that the life cycle of mobile phone become shorter by the heating competition in mobile phone market and, to some degree, the influence of smart phone which recently become globally popular. Four factors, 'Hardware Quality', 'Practicality', 'Convergence Functions' and 'Level of Awareness', are induced from the mobile phone properties. In Structural Equation Model analysis, 'Hardware Quality' and 'Practicality' have significant and positive effects on Customer Satisfaction. But, 'Awareness' such as brand and trend appeared quite less influence on the customer satisfaction.

  • PDF

An Analysis of Decision Making Process in Voluntary Reducing Private Car Use (자발적 자가용 이용 저감의 의사결정과정 분석 연구)

  • Lee, Backjin;Kim, Joon-Ki;Yi, Choonyong
    • KSCE Journal of Civil and Environmental Engineering Research
    • /
    • v.33 no.2
    • /
    • pp.679-689
    • /
    • 2013
  • To relieve Green-house Gas Emission is the key issue in urban area. Urban transport policies have focused on the reduction of private car use. The most common of these is Travel Demand Management(e.g., congestion charge, environmental tax, etc.) that forces individuals to reduce their private car use. An alternative way is Mobility Management(MM) that induces individuals to voluntarily change their car use through communications. MM is founded on social psychology theory and focuses on individuals' decision making processes to change their perception and attitude on private car use. Although some researchers have reported the relevance of MM approach, still few researches have explicitly studied on individuals' decision making processes. Therefore, the aims of the paper are to analyze the decision making process of individuals and to provide the basis of introducing MM approach in Korea. Structural equation model(SEM) is applied for the analysis of individuals' decision making process. A empirical study shows that psychological factors such as perception/attitude on global environment or individual norms impact significantly to reduce private car use and accordingly the relevance of introducing MM approach instead of imposing regulations or expanding transport facilities.

An Empirical Study on Safety Education and Training for Dangerous Goods and Hazardous Materials Handlers in Busan New Port Terminals and Hinterland Logistics Centers (위험물취급자 안전교육훈련에 관한 실증연구 -부산신항만 터미널 및 배후단지 물류센터를 대상으로-)

  • Shin, Chang-Hoon;Jo, Hyun-Jun;Wang, GaoFeng
    • Journal of Korea Port Economic Association
    • /
    • v.34 no.2
    • /
    • pp.31-50
    • /
    • 2018
  • This study implemented an empirical analysis of education and training for dangerous goods and hazardous materials handlers on the Busan New Port terminals and hinterland logistics centers using a Structural Equation Modeling (SEM) in combination with the formative model and reflective model, from the viewpoint of the supply chain. An effect size analysis was also conducted. The results of the empirical analysis show that Training Environment and the Atmosphere of Education have a positive influence on the Educational Expectation of hazardous material handlers, and the Educational Expectation has a positive influence on the Education and Training Program and Transfer of Education Training. Likewise, the Education and Training Program has a positive influence on the Transfer of Education Training and Result of Education and Training. Furthermore, the Transfer of Education Training has a positive influence on the Result of Education and Training. The Result of Education and Training has a positive influence on the Present State of hazardous material management. According to the results of the effect size analysis, the following parameters represented a great effect: the Atmosphere of Education to the Education Expectation, the Education Expectation to the Education and Training Program, the Transfer of Education Training to the Result of Education and Training, and the Result of Education and Training to the Present State of Dangerous Goods Management. The results of this study provided various suggestions for related practices.

The Effect of the Recognition of Forest Ecosystem Services on Pro-Environmental Behavior Using Structural Equation Model (산림생태계서비스 인식이 친환경행동에 미치는 영향: 구조방정식 분석을 활용하여)

  • Jung, Youjin;Kim, Joonsoon
    • Journal of Korean Society of Forest Science
    • /
    • v.111 no.2
    • /
    • pp.319-329
    • /
    • 2022
  • Using the structural equation model (SEM), this paper investigated the relations between the recognition of forest ecosystem services and the pro-environmental behavior with personal environmental commitment and environmental consciousness. The research data was collected from April 11 to 21, 2019, as an online survey by residents in Korea. 425(91.4%) of the total 465 copies were used as final analysis data, excluding insincere responses. Results showed that most respondents recognized forest ecosystem services as positive and recognition of forest ecosystem services has a positive impact on both environmental commitment and environmental consciousness. Moreover, cultural services positively affected both constructs more than supply and control services. The most significant total effect was the path of 'cultural services-environmental commitment-pro-environmental behavior'. Environmental commitment is more effective in inducing the behavior than environmental consciousness to those who consider forest ecosystem services significant. Even if forest ecosystem services are recognized as important, those with experience of commitment to the natural environment would have more intention of pro-environmental behavior. In conclusion, this study is meaningful in that it identified the hypothesized path relationship between the recognition of forest ecosystem services and the pro-environmental behavior and analyzed the antecedent factors.

Factors Affecting Disaster Victims' Quality of Life: The Uljin and Samcheok Forest Fires (산불피해자의 삶의 질에 영향을 미치는 요인: 울진⋅삼척 산불을 중심으로)

  • Hee-Ji Kang;Dong-Hoon Kim;Jae-Ok Ha;Chang-Hyou Kim;Sang-Yoel Han
    • Journal of Korean Society of Forest Science
    • /
    • v.112 no.1
    • /
    • pp.105-116
    • /
    • 2023
  • As forest fires' scale has increased, they have become disasters that destroy not only forests but also property, human psychological balance, and even human lives. As a result, governmental support has become a crucial part of the forest fire restoration process. Quickly restoring victims' quality of life (QOL) from not only an ecological perspective but also from their human perspective has become an important goal. Therefore, through structural equation modeling, this study analyzed effects of government support, post-traumatic stress disorder (PTSD), and resilience on 195 Uljin and Samcheok forest fire victims' QOL. In the final research model, the total standardized effect on QOL of government support to PTSD and resilience was found to have significant effect (0.417). By path, the effect of government support on QOL through resilience was verified as 0.172. Examination of the path between latent variables revealed that resilience had the greatest influence on QOL, and government support had a significant effect, thus confirming that they were the main factors affecting QOL.

An Empirical Study on the Airline Service Employees' Psychological Mechanism according to the Emotional Labor (감정노동에 따른 공항서비스 직원의 심리적 메커니즘에 관한 실증연구)

  • Lee, Jun-Seop
    • Journal of Distribution Science
    • /
    • v.15 no.2
    • /
    • pp.111-120
    • /
    • 2017
  • Purpose - Service employees who work at airline check-in counters in airport are typically employed to undergo emotional labor. Emotional labor of airport service employees is an important managerial issue that must be solved. This study attempts to examine the underlying mechanism of emotional labor on turnover intention. It focuses on the consequences of emotional labor of service employees. The purpose of this study is to examine and empirically test how the two-types of emotional labor(deep-acting & surface-acting) of service employees differently affect the level of their job satisfaction and job stress. It also investigates the relationship between job satisfaction, job stress, and turnover intention. For this purpose, first, this study identified the structural relationship between emotional labor, job satisfaction, job stress, and turnover intention. Second, it investigated the mediating effects of job satisfaction between deep-acting and turnover intention. Research design, data, and methodology - To empirically test these structural relationships among research variables, data were collected by a interview from service manager of domestic airline companies and survey from 179 service employees who are working at single domestic airline check-in counters in airports in Korea using a self-rating questionnaire with total 19 items dealing with emotional labor, job satisfaction, job stress, and turnover intention. To test the research hypotheses, collected data were analyzed by confirmatory factor analysis (CFA) and structure equation model (SEM). Results - This study obtains meaningful research results. The results from this study are as follows. First, deep-acting has a positive effect on job satisfaction, whereas, deep-acting has a negative effect on job satisfaction. Second, surface-acting has a positive effect on job stress, whereas, the effects of surface-acting on job satisfaction did not show statistically significant result. Also, job satisfaction has partial mediating roles to the relationship between deep-acting and turnover intention. Conclusions - Based on the results of this empirical study, emotional labor of service employees is one of the key factors influencing their job satisfaction and job stress. In particular, deep-acting is the important factor in emotional labor to increase job satisfaction and reduce job stress. Finally, theoretical, managerial implications, and research limitations are mentioned in discussion parts.

A Study on the Structural Relationship among Adolescents' Depression, Parenting Style, Peer Relation, and Cell Phone Dependency for Smart Learning (스마트 교육을 위한 청소년 우울, 부모양육행동, 또래관계 및 휴대폰 의존도의 구조적 관계 연구)

  • Jang, Ji woo;Heo, Gyun
    • Journal of Internet Computing and Services
    • /
    • v.18 no.4
    • /
    • pp.89-97
    • /
    • 2017
  • The purpose of the present study was to estimate the effect of adolescents' depression on cell phone dependency and to identify mediating effects of parenting style and peer isolation. The study used data from the $6^{th}$ waves of 2015 KCYPS(Korean Children and Youth Panel Survey). Structural Equation Model(SEM) was conducted to examine the mediating effects of parenting style and peer isolation. The results showed that adolescents' depression had positive effects on cell phone dependency. In addition, the relationship between adolescents' depression and cell phone dependency was partially mediated by parenting style, not mediated by peer relationships. Based on these findings, further suggestions are provided to reduce adolescents' cell phone dependency by decreasing parent's over-involvement and improve adolescents' self control opportunities.

A Structural Model Analysis of Hotel Brand Personality Influencing Restaurant Loyalty Mediated through Restaurant Trust and Satisfaction (호텔 브랜드 개성이 레스토랑에 대한 신뢰와 만족을 매개로 하여 레스토랑 충성도에 미치는 영향에 관한 연구)

  • Kim, Ji-Eun
    • Culinary science and hospitality research
    • /
    • v.17 no.5
    • /
    • pp.122-138
    • /
    • 2011
  • This study aims to investigate whether hotel brand personality predicts restaurant loyalty mediated through trust and satisfaction. An experimental design is applied to test six hypotheses that reflect the research questions. The guests who have experienced dining in five star hotels in Seoul are targeted for sampling. A total of 184 faithful cases out of 250 cases have been analyzed. To analyze the data, descriptive statistics and multivariate analysis of variance, and structural equation modeling (SEM) are employed using the SPSS and AMOS 7. The findings indicate that hotel restaurant customers' loyalty is positively influenced by hotel brand's ruggedness and sophistication. Also, all the variables in brand personality except excitement have a positive impact on hotel restaurant customers' trust. Noticeably, hotel restaurant satisfaction is increased through brand sincerity and sophistication. Finally, both restaurant trust and satisfaction have a positive impact on restaurant loyalty. In conclusion, these findings suggest that hotel practitioners need to develop the influential variables of hotel brand personality to elevate the level of restaurant loyalty.

  • PDF