• 제목/요약/키워드: Methodology Framework

검색결과 1,031건 처리시간 0.022초

외식기업의 정보원천이 신뢰, 구전의도, 그리고 온라인 구전의도에 미치는 영향 (The Effects of Information Sources on Trust, WOM Intention, and eWOM Intention in the Restaurant Sector)

  • 조미옥;유연우;김은정
    • 한국프랜차이즈경영연구
    • /
    • 제13권3호
    • /
    • pp.1-15
    • /
    • 2022
  • Purpose: In the restaurant sector, it has been known that consumers' positive perception of brands influences their positive WOM intention, and information sources play an important role in increasing credibility by enhancing consumer awareness and developing differentiated brands. This study examines the effects of information sources (e.g., advertisement, WOM, SNS) on trust (cognitive and affective) and, WOM and eWOM intention in the restaurant context. In the model, cognitive and affective trust play mediating roles in the relationships between information sources (e.g., advertisement, WOM, SNS) WOM and eWOM intention. Research design, data, and methodology: Research models and hypotheses were developed according to the research direction. The survey questionnaire items were developed and used appropriately according to the contents of this paper based on prior studies. All constructs were measured with multiple items developed and validated in prior studies. A total of 502 responses were collected from an online survey. The research model was evaluated using SmartPLS 4.0. Frequency analysis was performed to understand the demographic characteristics of the survey respondents. The reliability, convergent validity, and discriminant validity were assessed using measurement model analysis. The proposed model was verified using the structural equation model. Results: Advertisement, WOM, and SNS information sources all had a positive effect on affective trust, whereas only WOM had a significant effect on cognitive trust. In addition, affective trust had a positive effect on cognitive trust and eWOM intention but did not affect WOM intention. Finally, cognitive trust was found to have a positive effect on both WOM intention and eWOM intention. Conclusions: This study redefines the concept of where restaurant service companies should focus when providing consumers with information about their products and services. As a result, the conceptual framework of positive word of mouth intention to increase new customer visits to the restaurant brand has been expanded. In addition, this study not only presents an information source management strategy for restaurant brands, but also presents practical implications for resource allocation guidelines for customer management in the restaurant sector.

커피 전문점의 인지적, 감정적, 그리고 행위적 평가의 구조적 관계 (Structural Relationships of Cognitive, Emotional, and Behavioral Evaluations of Coffee Shops)

  • 김진영
    • 한국프랜차이즈경영연구
    • /
    • 제13권3호
    • /
    • pp.31-43
    • /
    • 2022
  • Purpose: Service quality is a topic of constant interest in marketing research and practitioners. Service quality is an important factor influencing performance even in the context of coffee shops, and research on service quality management strategies continues by coffee shop researchers and practitioners. The service quality of coffee shops is a source of competitive advantage and is an important factor in enhancing customer and business performance. This study aims to identify the effects of cognitive evaluation on emotional and behavioral responses using a cognitive-emotional-behavioral framework and SOR model in the coffee shop context. Cognitive evaluation (service quality) consists of tangibles, responsiveness, assurance, reliability, and empathy dimensions. Research design, data, and methodology: In the proposed model, positive and negative emotions and satisfaction mediate the relationship between service quality and money to spend and visit frequency. The data were collected from customers who visited a coffee shop within the last 1 month. The survey was conducted for about one month. Among a total of 300 distributed questionnaires 261 responses were used for data analysis. The data were analyzed using frequency analysis, measurement model analysis, and structural equation modeling analysis with SPSS 28.0 and SmartPLS 4.0. Results: Tangibles, responsiveness, assurance, and empathy had significant positive effects on positive emotion, while only reliability had a significant negative effect on negative emotion. Both positive and negative emotions had significant positive effects on customer satisfaction, but not on money to spend and visit frequency. Lastly, customer satisfaction had significant positive effects on money to spend and visit frequency. Conclusions: The study revealed the relative weight of cognitive factors on customer emotions and confirmed the validity of SOR model. The fact that tangibility is the most important factor in increasing positive emotions and reliability is the most important factor in reducing negative emotions provides a direction for emotional branding strategies using the service quality mix of coffee shops. This study confirmed the full mediating role of satisfaction between positive and negative emotions and consumer behaviors (money to spend and visit frequency). This infers that when a coffee shop increases customer satisfaction through customer emotion management, the customer's money to spend and visit frequency in the coffee shop increases.

바닷새 및 해양어류의 이동 연구 동향: 위치추적 기법과 연구 사례를 중심으로 (Research trends in seabird and marine fish migration: Focusing on tracking methods and previous studies)

  • 최진환;윤성호;홍미진;강기호;이후승
    • 환경생물
    • /
    • 제40권1호
    • /
    • pp.25-53
    • /
    • 2022
  • 본 연구에서는 오늘날 바닷새 및 해양어류의 이동 연구방법 및 내용의 동향을 고찰하고, 기존 동물 이동 연구의 기본 틀에 의거하여 향구 연구방향에 관하여 제언하였다. 연구방법론적 측면에서는 과학기술의 발달에 따라 전파추적 기법, 음향추적 기법, RFID, 위성추적 기법, 지오로케이터 등을 이용한 위치추적 기법이 바닷새 및 해양어류의 이동 연구에 널리 활용되고 있으며, 개체군의 분포 및 밀도조사, 안정성 동위원소 등 체내 물질 분석을 통한 연구도 이루어진다. 연구내용의 경우, 크게 환경요인이나 종간 경쟁 등의 외적 요인, 호르몬을 비롯한 체내 물질과 같은 내적 요인, 어업활동이나 해상풍력단지 건설 등의 인위적인 활동, 그리고 기후변화가 바닷새와 해양어류의 이동에 미치는 영향 등이 다루어지고 있다. 추후 연구에서는 내적 요인과 관련하여 이동과 분산에 영향을 주거나 유발하는 요인이 되는 체내 생리적 요인이나 변화를 규명하고, 이동 능력 분석을 위하여 자기장의 변화가 조류 및 어류의 이주 능력에 미치는 영향이나 종별 시공간적 이주 능력의 차이, 이주 정확성 및 성공률에 영향을 미치는 요인에 관한 연구가 필요할 것으로 제언한다. 또한 외부 환경적 요인과 관련해서는 어업활동이나 해상풍력 등의 방해요인과 기후변화가 해양동물들의 이주 및 분산 패턴에 미치는 영향에 대한 연구의 필요성이 대두되며, 마지막으로 여러 생태적 측면에서 서로에게 직·간접적인 영향을 미치는 바닷새와 해양어류에 대한 융합적인 연구가 요구된다.

Y세대의 배달앱 선택속성과 결과 (Generation Y's Delivery Apps Choice Attributes and Their Consequences)

  • 이정원;김태완;이민종;이성훈
    • 한국프랜차이즈경영연구
    • /
    • 제9권1호
    • /
    • pp.27-39
    • /
    • 2018
  • Purpose - Recently, the mobile application field has been receiving astronomical attention from the past few years due to the growing number of mobile app downloads and withal due to the revenues being engendered. Especially delivery apps by mobile service market is experiencing rapid growth and competition is intensifying. Therefore, delivery apps' choice attributes has become important as a strategy for survival of franchise firms. Based on previous studies, this research proposed the theoretical framework about the structural relationships among customer satisfaction, trust and revisit intention on delivery apps' choice attributes. Research design, data, and methodology - This study examines the structural relationship between choice attributes of using the delivery app, satisfaction, trust, and revisit intention. More specifically, this study has been examined from the perspective of Generation Y who is enjoying electronic commerce and shopping with mobile phone. In this model, choice attributes of delivery app consists of three sub-dimensions such as service quality, system quality, interaction quality. So as to test the purposes of this study, research model and hypotheses were developed. After excluding 24 invalid respondent questionnaires, 201 valid questionnaires were coded and analyzed using frequency, confirmatory factor analysis, correlations analysis, and structural equation modeling with SPSS 21 and SmartPLS 3.0. Result - The results of the study are as follows. First, service quality and interaction quality had positive effects on satisfaction, and interaction quality had positive effects on trust, but system quality did not have a significant effect on both satisfaction and trust. Second, satisfaction had positive effects on both trust and revisit intention. Third, trust had positive effects on revisit intention. Conclusions - The implications of this study are following as: From the theoretical perspective, this study confirms the effect of delivery apps' choice attributes on satisfaction, trust, and revisit intention. In addition, it is significant that we examined the influence of choice attributes of delivery apps on their attitudes and behaviors of Generation Y familiar with mobile environment. Through this study, we hypothesized that the attributes of service quality and interaction quality of delivery apps have a significant effect on customer satisfaction, and this can be expected to provide meaningful implications for the development of franchise restaurant industry. To encourage continuous repurchase through customer satisfaction, franchise companies need to establish various strategic alliances with delivery app companies and new growth engines by providing diverse and high-quality services to customers in the smart age.

외식프랜차이즈 기업의 평판이 신뢰와 충성도에 미치는 영향 (The Effects of Franchise Firm's Reputation on Trust and Loyalty)

  • 김혜림;한영위;조혜덕
    • 한국프랜차이즈경영연구
    • /
    • 제8권2호
    • /
    • pp.37-47
    • /
    • 2017
  • Purpose - Recently, the food service franchise market is experiencing rapid growth and competition is intensifying. Therefore, consumer choice has expanded, and reputation management has become important as a strategy for survival of corporations. Based on previous studies, this research proposed the theoretical framework about the structural relationships among reputation, trust(cognitive trust, affective trust), and loyalty. Research design, data, and methodology - This study examined the structural relationship between reputation, trust, and loyalty from the customer's perspective. Based on comprehensive validation procedures across nine food service Franchise firm types, This study found support for a five-dimensional scale with the following dimensions: Customer Orientation, Employer Brand, Reliable and Financially Strong Company, Product and Service Quality, and Social and Environmental Responsibility. In order to verify the research purposes, research model and hypotheses were developed. The data were collected from 227 food service franchise consumers through online survey. The data was analyzed with SPSS 24.0 and Amos 23.0 statistical program. Result - The results of the study are as follows. First, customer orientation, reliable·financially strong company and product·service quality have significant impact on corporate cognitive trust. And employer brand, product/service quality and social·environmental responsibility have significant impact on corporate affective trust. Second, cognitive trust and affective trust have significant impacts on consumer loyalty. Conclusions - The implications of this study are following as: From the theoretical perspective, this study considers trust as two dimensions such as cognitive and affective, not a single dimension, and identify what dimensions of franchise firms affect consumers' reputation perception and in turn lead cognitive and affective trust, and loyalty. This study also provides several managerial implications. In the franchise market where competition is intensifying, it is very important to analyze the attitudes of consumers in order to gain an advantage in competition with other competitors. In this study, it is meaningful that the study was conducted on consumers who have experience using a restaurant franchise company. Also, reputation is necessary to pay attention to the company because it is an important variable that strengthens with customer through confidence in food service franchise business, and leads loyalty and consumer consumption. Therefore, marketers should develop marketing strategies considering various reputation factors.

창업 멘토링 기능이 교육만족과 추천의도 그리고 창업의도에 미치는 영향 : 여대생을 중심으로 (The Effect of Entrepreneurial Mentoring Quality on Educational Satisfaction, Recommendation Intention and Entrepreneurial Intention : Focused on Female College Students)

  • 배지은;한인수;이필수
    • 한국프랜차이즈경영연구
    • /
    • 제8권2호
    • /
    • pp.25-36
    • /
    • 2017
  • Purpose - Recently, entrepreneurship education has been revitalized with interest in entrepreneurship. Entrepreneurship education is an educational service activity that is provided for entrepreneurship and individual start-up success within a certain period of time. According to previous studies on entrepreneurship and entrepreneurship, the satisfaction of entrepreneurship education affects entrepreneurship and as a result increases entrepreneurship. In recent years, the number of female entrepreneurs has also increased as the number of entrepreneurial issues has increased. Based on previous studies, this research proposed the theoretical framework about the structural relationships among mentoring quality (career development, psychological social, role modeling), education satisfaction, recommendation intention and entrepreneurial intention. This study is to find out the possibility of attempting to create a theoretical basis for entrepreneurial mentoring education in entrepreneurship education program. Research design, data, and methodology - In this model, mentoring quality consists of three sub-dimensions such as career development, psychological social, and role modeling. In order to test research model and hypotheses, the data were collected from 203 female college students who participated in entrepreneurial education. The data were analyzed using frequency analysis, confirmatory factor analysis, correlation analysis, and structural equational modeling with SPSS 24.0 and SmartPLS 3.0 statistical program. Result - The results of the study are as follows. First, role modeling has a positive effect on recommendation intention and entrepreneurial intention. Second, career development has a strong negative effect on the entrepreneurial intention. Third, career development and role modeling had a positive effect on educational satisfaction, and educational satisfaction had positive influence on recommendation intention and entrepreneurial intention. Conclusions - As women's social advancement becomes more active, start-up support programs including entrepreneurship mentoring are increasing. The results of this study suggest how to use the mentoring program mix and how to allocate the resources for the education program when the entrepreneurial education manager plans and executes the mentoring education program. For example, this study shows that career development and role modeling enhance educational satisfaction, and in turn increase recommendation intention and entrepreneurial intention. This means that entrepreneurship education should consist of contents that include career development functions such as sponsorship, guidance, protection, and provision of challenging work. In addition, the findings of this study indicate that mentors should perform the function of allowing the participants to have confidence and professional thinking ability at the time of start up based on their experiences.

GIS기반의 분포형 홍수피해산정 기법 (GIS Based Distributed Flood Damage Assessment)

  • 이충성;최승안;심명필;김형수
    • 대한토목학회논문집
    • /
    • 제26권3B호
    • /
    • pp.301-310
    • /
    • 2006
  • 막대한 국가예산이 투입되는 치수사업은 그 성공여부가 국가경제 전반에 걸쳐 큰 영향을 미치게 되므로 신뢰성 있는 홍수 피해산정은 치수사업의 경제성분석에 핵심적 요소이다. 본 연구는 다차원홍수피해산정법에 의한 홍수피해 산정시 GIS를 기반으로 한 분포형 분석기법을 제시하는 데에 목적이 있다. 이를 위해서, 홍수피해산정의 공학적 측면인 침수예측과 경제적 측면인 다차원법을 연계하고 GIS를 활용한 분석체계와 자료처리 과정을 제시하였다. 제시된 방법론은 예비타당성조사 대상 사업인 목감천/도림천 방수로사업에 적용하였고 세부적인 GIS 데이터베이스와 피해산정 결과를 논문에 수록하였다. 본 연구에서 GIS를 기반으로 다차원법의 분석체계를 정리한 것은 꾸준히 제기되었던 다차원법의 적용 편의성을 제고하는 동시에 그동안 간과되었던 공학적 측면과의 연계성에 대한 방향을 제시하였다는데 의의가 있다. 이러한 체계적 자료처리 과정을 통한 분포형 홍수피해산정 기법은 구조물적이나 비구조물적 홍수피해경감계획의 타당성 평가 및 전략 개발을 위한 의사결정에 도움을 줄 수 있을 것으로 기대된다.

교량 바닥판 콘크리트의 부등건조수축 균열특성에 관한 연구 (Cracking Behavior of Concrete Bridge Deck Due to Differential Drying Shrinkage)

  • 양주경;이윤;양은익;박해균
    • 대한토목학회논문집
    • /
    • 제29권4A호
    • /
    • pp.329-335
    • /
    • 2009
  • 이 연구의 목적은 교량바닥판 콘크리트에 발생하는 부등건조수축에 의한 균열특성을 파악하고, 그 제어방법을 제시하는데 있다. 건조수축균열은 콘크리트 내부의 수분확산계수의 영향을 크게 받으며, 수분확산계수는 콘크리트 내부에서의 수분이동 속도를 결정하는 주요인자이다. 수분확산계수와 더불어 콘크리트 표면의 표면계수와 외부의 상대습도는 콘크리트 내부에서 외부로의 수분이동에 영향을 미친다. 따라서 이 연구에서는 교량 바닥판의 부등건조수축에 의한 균열특성을 파악하기 위하여 세 가지 주요영향인자를 고려한 수치해석을 수행하였다. 수치해석 결과, 수분확산계수와 표면계수가 증가할수록 교량바닥판에서의 부등건조수축에 의한 균열발생시점이 빨라지며, 세 가지 요인 중에 바닥판 콘크리트의 부등건조수축에 의한 균열발생 특성에 가장 큰 영향을 미치는 것은 외기습도인 것으로 나타났다. 이 연구결과를 분석한 결과, 교량바닥판 콘크리트의 시공시에 콘크리트 타설 후 표면보습이나 살수양생과 같이 외기습도를 증가시키는 것이 부등건조수축에 의한 균열제어에 가장 효과적인 것으로 판단되며, 콘크리트 재료적 측면의 균열저감방법으로 수분확산계수와 표면계수를 결정하는 콘크리트의 배합이나 재료특성을 적절히 선정함으로써 균열의 진전속도나 발생시점을 제어할 수 있을 것으로 판단된다.

Towards high-accuracy data modelling, uncertainty quantification and correlation analysis for SHM measurements during typhoon events using an improved most likely heteroscedastic Gaussian process

  • Qi-Ang Wang;Hao-Bo Wang;Zhan-Guo Ma;Yi-Qing Ni;Zhi-Jun Liu;Jian Jiang;Rui Sun;Hao-Wei Zhu
    • Smart Structures and Systems
    • /
    • 제32권4호
    • /
    • pp.267-279
    • /
    • 2023
  • Data modelling and interpretation for structural health monitoring (SHM) field data are critical for evaluating structural performance and quantifying the vulnerability of infrastructure systems. In order to improve the data modelling accuracy, and extend the application range from data regression analysis to out-of-sample forecasting analysis, an improved most likely heteroscedastic Gaussian process (iMLHGP) methodology is proposed in this study by the incorporation of the outof-sample forecasting algorithm. The proposed iMLHGP method overcomes this limitation of constant variance of Gaussian process (GP), and can be used for estimating non-stationary typhoon-induced response statistics with high volatility. The first attempt at performing data regression and forecasting analysis on structural responses using the proposed iMLHGP method has been presented by applying it to real-world filed SHM data from an instrumented cable-stay bridge during typhoon events. Uncertainty quantification and correlation analysis were also carried out to investigate the influence of typhoons on bridge strain data. Results show that the iMLHGP method has high accuracy in both regression and out-of-sample forecasting. The iMLHGP framework takes both data heteroscedasticity and accurate analytical processing of noise variance (replace with a point estimation on the most likely value) into account to avoid the intensive computational effort. According to uncertainty quantification and correlation analysis results, the uncertainties of strain measurements are affected by both traffic and wind speed. The overall change of bridge strain is affected by temperature, and the local fluctuation is greatly affected by wind speed in typhoon conditions.

물리 정보 신경망을 이용한 1차원 천수방정식의 해석 (Exploring the power of physics-informed neural networks for accurate and efficient solutions to 1D shallow water equations)

  • 응웬반지앙;응웬반링;정성호;안현욱;이기하
    • 한국수자원학회논문집
    • /
    • 제56권12호
    • /
    • pp.939-953
    • /
    • 2023
  • 천수방정식(shallow water equations, SWE)은 물의 거동을 수치적으로 해석하기 위한 지배방정식으로 수리수문 분야에 널리 활용되고 있으며, 비선형 연립방정식으로 일반적으로 수치적으로 해석할 수 있다. 하지만 기존의 여러 수치 해석법은 격자망 생성에 민감하며 복잡한 지형에서의 해석에 한계가 발생할 수 있다. 이러한 한계점을 극복하기 위하여 본 연구에서는 물리 정보 신경망(Physics-Informed Neural Networks, PINNs)을 사용하고자 하였다. PINNs은 물리 법칙을 신경망에 직접적으로 도입하여 지배방정식을 해석하고자 하는 기법이며 지배 방정식에 대한 물리적, 수학적 정보를 손실함수로 변환하여 최적화하고 해를 산정할 수 있다. 본 연구에서는 지배방정식을 PINNs 구조 내에서 사용할 수 있도록 신경망 구조, 학습 전략, 데이터 생성 기술과 같은 포괄적인 방법론을 제시하고 결과를 ANN 기법과 비교하였다. 물리적 사전지식이 반영되지 않은 ANN과 달리 PINNs은 천수방정식에 대하여 매우 정확한 수치적 솔루션을 효과적으로 제공하는 것으로 나타났다. 따라서 PINNs은 지배방정식의 수치해석적 연구에 많은 잠재력이 있는 것으로 판단되며, 정확하고 효율적인 천수방정식의 솔루션을 위한 기법으로 활용될 수 있을 것으로 기대된다.