• 제목/요약/키워드: Structural Equation Modeling(SEM)

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Micro Account Officer's Performance in New Era: Evidence from Banks in Indonesia

  • APRIANTORO, Irwan;PUTRAWAN, I. Made;ERYANTO, Henry
    • The Journal of Asian Finance, Economics and Business
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    • 제9권10호
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    • pp.179-188
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    • 2022
  • Professional micro account officers create top-notch state-owned bank human resources using their knowledge, attitudes, characteristics, and talents. Therefore, it is vital to undertake study to ascertain how the performance of micro account officers will impact the personality and leadership style mediated through motivation. The goal of this study is to identify the mediated role of motivation (MOT) in the relationship between micro account officers' performance (citizenship behavior/CB) and leadership styles (LS) and personalities (BFP). Data was collected from 1.510 micro account officers of banks in Indonesia using the causal survey method to determine their citizenship behavior, leadership styles, personality, and role of motivation. The data collected was analyzed by structural equation modeling (SEM), with the result that leadership style, personality, motivation, leadership style, and personality have a significant effect on motivation and citizenship behavior. The interesting findings are related to the role of leadership style, micro account officer's personality, and citizenship behavior mediated by motivation. It was determined that micro account officers' enhanced performance (CB) was assigned by taking into account how their perceived superordinate leadership style, whether transformational direction or reversely by transactional propensity, and features of micro account officer including their personality, which was affected by five factors as well would then be well mediated by motivation.

Impact of Economic Value in the O2O Distribution Channel on Brand Attractiveness and Performance

  • Seok-Beom, CHOI;Hye-Young, JOO;Hokey, MIN;Qaiser Farooq, DAR;Young-Hyo, AHN
    • 유통과학연구
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    • 제21권2호
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    • pp.7-20
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    • 2023
  • Purpose: With the unique feature of O2O, consumers are now able to check the profile of the services and products online and then consume them in offline venues or vice versa. This study provides motivation and practical implications about online-to-offline (O2O) distribution channels and investigates the relationship between economic values, service consistency and brand identity attractiveness in the O2O distribution channel. Then identify the impact of brand identity attractiveness on the performance (reputation and reuse intention). Research design, data, and methodology: Structural equation modeling (SEM) has been used to investigate the relationship between economic value and brand identity attractiveness, which affects the reputation and reuse intention of services in O2O. Results: Empirical results show the positive and significant impact of economic value and service consistency on brand identity attractiveness which results the positive and significant impact on performance (reputation and reuse intention) in O2O. Conclusion: In the O2O distribution channel, economic value is an important aspect for the attractive image and brand identity. On the other side, brand identity attractiveness is important for the bright future of O2O services, continuous growth, achieving the distinct goal, keeping good promises with customers, and a better reputation of O2O services in distribution channels.

Factors Determining Adoption of Fintech Peer-to-Peer Lending Platform: An Empirical Study in Indonesia

  • SUNARDI, Rudy;HAMIDAH, Hamidah;BUCHDADI, Agung Dharmawan;PURWANA, Dedi
    • The Journal of Asian Finance, Economics and Business
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    • 제9권1호
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    • pp.43-51
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    • 2022
  • Platform lending or online lending, sometimes called peer-to-peer (P2P) lending, arose due to the digital revolution to meet people's requirements for simple fund borrowing. It quickly became an alternative to other traditional lending techniques, for example, loans banks. Along with the growth of P2P lending, several academics have investigated how information technology is used in financial services, emphasizing extended application methods. This study proposes an enhanced technology acceptance model (TAM) that investigates how consumers embrace P2P lending platforms by using quality of service and perceived risk as drivers of trust, relative advantage and compatibility as drivers of perceived usefulness. For the purpose of this study, we created a questionnaire, distributed it to clients of P2P lending platforms and fintech services in general in cities in Java, Indonesia. We received 290 replies to our questionnaire. The data was analyzed to test the hypotheses using structural equation modeling (SEM). The findings show that consumers' trust, relative advantage, perceived usefulness, and perceived ease of use in P2P lending platforms substantially affect their views toward adoption. The research's findings are useful for fine-tuning platform marketing strategies and putting strategic goals into action.

초우량 조직을 위한 품질경영혁신 도전 -한국과 중국의 비교- (Excellence for Organization Quality Management Innovation Challenge -Comparison of Korea and China-)

  • 김계수;속대붕
    • 품질경영학회지
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    • 제41권4호
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    • pp.499-512
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    • 2013
  • Purpose: Quality Innovation Managements recently focus on developing relationship with customers to meet their requirements and enhance loyalty in the competitive environments in Countries. The purpose of this study is to explore the effects of innovation, quality, satisfaction and customer loyalty. Methods: After reviewing the literatures, the structural equation modeling (SEM) was conducted test the research model. The data was collected from Quality Leader by the questionnaire In Korea and China. Results: The results of SEM show that hardware innovation quality have a positive effect on customer satisfaction. Customer Satisfaction have a positive effect on customer satisfaction. Conclusion: The authors demonstrate that the hardware innovation quality is related positively to customer satisfaction. And customer satisfaction has a positive effect on customer loyalty. A number of notable findings are reported including the empirical verification that hardware innovation quality, customer satisfaction, and customer loyalty may all be directly related to business performance.

아동의 공격성에 영향을 미치는 개인 내적·외적 요인에 대한 구조방정식 모형 검증 (Children's Aggression : Effects of Maternal Parenting Behaviors, Children's Social Information Processing, Daily Hassles, and Emotional Regulation)

  • 김지현;박경자
    • 아동학회지
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    • 제27권3호
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    • pp.149-168
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    • 2006
  • This study examined the effects of maternal parenting behaviors, children's social information processing, daily hassles, and emotional regulation on school-age children's aggressive behaviors using Structural Equation Modeling(SEM) analysis. Subjects were 589 children in 4, 5, 6th grade and their mothers from three elementary schools in Seoul, Korea. Data were analyzed with descriptive statistics and SEM analysis by SPSS 12.0 and AMOS 4.0. The SEM shows differences between overtly aggressive and relationally aggressive children. Maternal parenting behaviors affected their children's overt aggression through children's emotional regulation. Additionally, maternal parenting behaviors affected children's overt aggression through children's daily hassles and social information processing. Maternal parenting behaviors influenced children's relational aggression through children's daily hassles and children's social information processing.

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감성적 도시재생관광지 관광자의 시간관과 지각된 만족, 행동의도 간의 구조관계 분석 (Structural Relationship Analysis between Tourists' Time Perception, Perceived Satisfaction and Behavioral Intention of Nostalgic Urban Regeneration Tourist Destination)

  • 이재달
    • 토지주택연구
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    • 제13권1호
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    • pp.23-38
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    • 2022
  • 최근 도시관광이 도시경쟁력의 주요 지표로 평가됨에 따라 관광지로서의 도시기능 강화에 관심을 집중하고 있다. 오늘날 수많은 오래된 원도심은 산업화와 도시화 과정에서 인구감소, 전통산업의 소멸, 생활환경 악화 등의 사회현상으로 고통 받고 있으며, 이러한 현상은 도시기능을 저하시키고 도시경쟁력을 약화시키고 있다. 따라서 쇠퇴하는 도시는 도시기능 강화를 통한 도시경쟁력 회복방안 마련이 필연적이다. 이러한 추세를 반영하여, 본 연구는 쇠퇴한 도시의 물리적 공간과 역사적, 사회문화적 자산을 감성적 관광목적지 콘텐츠로 발굴하여 사회문화적 도시재생을 통한 구도심 경쟁력회복에 초점을 맞추었다. 감성적 도시재생 관광지는 일반 관광지와 달리 과거와 현재, 미래가 공존하는 시간적 관점을 갖고 있다. 본 연구는 관광자의 관광행동 분석을 통해 도시재생관광지의 개발전략을 위해, 감성적 도시재생관광지 관광자의 시간적 관점, 관광 만족도, 행동의도 간의 영향관계를 규명하고자 하였다. 이를 위해, 감성적 도시재생관광지를 방문한 관광객을 대상으로 획득한 자료로, 분석에 필요한 구성변인을 추출하여 구조방정식모형(SEM)을 이용한 변인간 구조관계를 실증분석을 실시하였다. 그 결과 도시재생관광지를 찾는 관광객들의 가장 중요한 관광행태 결정에 영향을 미치는 요인은 과거의 소중한 추억에서 비롯된 과거지향적 시간관으로 분석되었다. 본 연구 결과는 도시관광, 도시재생 관광, 도시재생관광목적지 관광이라는 학술적 연구분야 확장에 기여할 것이다. 이와 동시에 도시재생사업의 계획수립과 도시재생지역의 관광 콘텐츠 개발을 통한 쇠퇴도시의 지속가능한 발전전략을 수립에 실무적으로도 활용될 수 있을 것이다.

Structural joint modeling and identification: numerical and experimental investigation

  • Ingole, Sanjay B.;Chatterjee, Animesh
    • Structural Engineering and Mechanics
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    • 제53권2호
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    • pp.373-392
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    • 2015
  • In the present work, structural joints have been modeled as a pair of translational and rotational springs and frequency equation of the overall system has been developed using sub-structure synthesis. It is shown that using first few natural frequencies of the system, one can obtain a set of over-determined system of equations involving the unknown stiffness parameters. Method of multi-linear regression is then applied to obtain the best estimate of the unknown stiffness parameters. The estimation procedure has been developed first for a two parameter joint model and then for a three parameter model, in which cross coupling terms are also included. Two cases of structural connections have been considered, first with a cantilever beam with support flexibility and then a pair of beams connected through lap joint. The validity of the proposed method is demonstrated through numerical simulation and by experimentation.

다수준 다변량 구조방정식을 이용한 활동참여와 통행행태 분석에 관한 연구 (Multilevel and Multivariate Structural Equation Models for Activity Participation and Travel Behavior)

  • 최연숙;정진혁
    • 대한교통학회지
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    • 제21권4호
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    • pp.145-154
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    • 2003
  • 본 연구에서는 활동기반모형의 방법론중, 최근 많이 이루어지고 있는 구조방정식(SEM:Structural Equation Model)과 다수준 모형(Multi-Level Model)을 동시에 구축하여 개인의 활동참여와 통행행태의 가구 구성원간 영향력을 설명하였다. 모형의 실효성을 검증하기 위하여 미국 Puget Sound 지역에서 1989년부터 수행된 928 가구의 1,621명의 교통통행조사자료를 분석에 사용하였다. 분석 결과, 개인의 활동참여와 통행행태의 가구간 유사성이 0.13에서 0.33의 값으로 예측되어 가구 구성원간에 강한 상호작용을 하는 것으로 나타났다. 또한, 유사성의 범위는 0에서 1의 범위를 가지나 0.05와 0.20의 값을 가져도 다수준 모형을 이용한 분석이 타당하다고 판단하기 때문에 본 연구에서 제시한 다수준 다변량 구조방정식을 이용한 개인의 활동참여와 통행행태 설명이 타당한 것으로 분석되었다.

Extension of a semi-analytical approach to determine natural frequencies and mode shapes of a multi-span orthotropic bridge deck

  • Rezaiguia, A.;Fisli, Y.;Ellagoune, S.;Laefer, D.F.;Ouelaa, N.
    • Structural Engineering and Mechanics
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    • 제43권1호
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    • pp.71-87
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    • 2012
  • This paper extends a single equation, semi-analytical approach for three-span bridges to multi-span ones for the rapid and precise determination of natural frequencies and natural mode shapes of an orthotropic, multi-span plate. This method can be used to study the dynamic interaction between bridges and vehicles. It is based on the modal superposition method taking into account intermodal coupling to determine natural frequencies and mode shapes of a bridge deck. In this paper, a four- and a five-span orthotropic roadway bridge deck are compared in the first 10 modes with a finite element method analysis using ANSYS software. This simplified implementation matches numerical modeling within 2% in all cases. This paper verifies that applicability of a single formula approach as a simpler alternative to finite element modeling.

Linkage between Public Policy, Green Technology and Green Products on Environmental Awareness in the Urban Kuala Lumpur, Malaysia

  • Saifullah, Md. Khaled;Kari, Fatimah Binti;Ali, Md. Arphan
    • The Journal of Asian Finance, Economics and Business
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    • 제4권2호
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    • pp.45-53
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    • 2017
  • The main purpose of this study is to investigate the factors that have an impact on public policy, green products and technology in Kuala Lumpur, given government initiatives to boost the environment awareness. The data used in this study was collected by distribution questionnaires randomly in six areas of Kuala Lumpur and 400 respondents were interviewed. Based on a literature review, three hypotheses were stated and tested using structural equation modeling (SEM). SEM is a statistical analysis method that involved two or more variables in analyzing structural relationships among the variables. The SEM model shows that green products and government policies have a direct influence on environmental awareness. However, green technology does not have a direct influence on environmental awareness. Since, knowledge on green technology does not have a significant impact on raising environmental awareness among the public, a much more pragmatic awareness campaign needs to be put in place to use green technology as a part of modern living. The study suggests that the urban population needs to be more aware of the environmental issue as cities tend to have better infrastructure to raise public awareness on green issues. Moreover, the government should increase the environmental awareness among younger generation through workshops, seminars, campaigns, and pamphlets.