• Title/Summary/Keyword: Behavioral Modeling

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Model of Simultaneous Travel time and Activity Duration for worker with Transportation Panel Data

  • Kim Soon-Gwan
    • Proceedings of the KOR-KST Conference
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    • 1998.09a
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    • pp.160-167
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    • 1998
  • Recent world-wide interest in activity-based travel behavior modeling has generated an entirely new perspective on how the profession views the travel demand process. This paper seeks to further promote the case of activity-based travel behavior models by providing some empirical evidence of relationship between travel time and activity duration decision for worker with transportation panel data. The travel time from home to work and from work to home, without activity involvement, is estimated by the Ordinary Least Squares (OLS) method. And, the travel time to and from the selected activity and the activity duration are modeled simultaneously by the Three Stage Least Squares (3SLS) method due to the endogenous relationship between travel time and activity duration. Two kinds of models, OLS and 3SLS, include selectivity bias corrections in a discrete/continuous framework, because of the inter-relationship between the choice of activity type/travel mode (discrete) and the travel time/activity duration (continuous). Estimation is undertaken using a sample of over 1300 household two-day trip diaries collected from the same travelers in the Seattle area in 1989. The behavioral consequences of these models provide interesting and provocative findings that should be of value to transportation policy formulation and analysis.

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A Study on ITA(Information Technology Architecture) Framework for Networked Enterprises (네트워크 기업의 정보기술 아키텍처 프레임워크 연구)

  • Kim, Duk-Hyun
    • Journal of Information Technology Services
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    • v.7 no.4
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    • pp.45-60
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    • 2008
  • Networked enterprise (NE) is an organization of independent companies that collaborate with each other temporary or permanently for accomplishing common goals. The USA and EU have been developing principal concepts, techniques, and solutions to enhance the competitiveness of traditional industries including small-and-medium enterprises (SMEs). In Korea, however, implementation as well as R&D of NE is very few, which we believe comes from lack of understanding on Its meaning and lack of effective information systems for it. This paper is to suggest an Enterprise Architecture (EA) framework or reference model of NE and an Information Technology Architecture (ITA) of NE. The EA framework will help stakeholder of NE (e,g., policy makers, members of NE, IT solution providers, and researchers) understand structural and behavioral characteristics of NE. The ITA will be used as a guideline of developing information systems for NE that is essential for spreading networked business models, The focus of this paper is not on logical-level design but on conceptual-level modeling of NE. As verification of the suggested framework and architecture is still required, so we'll apply them to various manifestations of NE, e.g., dynamic supply chain, vertical integration of extended enterprises, and P2P-style virtual enterprises.

Competency Re-modelling & Application Plans for Development of Job Competency in RI-Biomics (RI-Biomics 기술 직무역량 개발을 위한 역량모델 재정립 및 활용)

  • Shin, Woo Ho;Park, Tai Jin
    • Journal of Radiation Industry
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    • v.11 no.1
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    • pp.33-38
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    • 2017
  • RI-Biomics technology is advanced convergence technologies that can be measured in real time and track in vivo behavior and metabolism of substances using characteristics of the radioactive isotope. Its application fields are increasing such as drug development, agriculture, development of new materials and their utilization, etc. In addition, according to domestic and international developments and changes in the RI-Biomics environment, RI-Biomics professionals are needed to train continuously. To develop systematic human resources basement and competency-based curriculum, we perform competency modeling of pedagogical perspective to targeted at high-performance on RI-Biomics. Furthermore, we redefine the competency model and verified by industry experts with focus group interviews. In the result, two general competencies and three professional competencies were extracted by interview. Each competencies are organized six sub-competencies and nine sub-competencies. In the finial steps, the same procedures were repeated to obtain the consensus of experts on derived competencies and behavioral objectives. The results of the study are applicable to enhance human resource management and to develop the curriculum for RI-Biomics expert training. It is expected to be used as reference material of long term-planning for RI-Biomics professional.

Modeling Variation in Residence Time Response to Freshwater Discharge in Gangjin Bay, Korea (남해 강진만 담수유입에 따른 체류시간 변화 모델링)

  • Kim, Jin Ho;Park, Sung-Eun;Lee, Won-Chan
    • Korean Journal of Fisheries and Aquatic Sciences
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    • v.54 no.4
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    • pp.480-488
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    • 2021
  • The term residence time is defined as the time taken for substances in a system to leave the system and is a useful concept to explain the physical environment characteristics of a coastal area. It is important to know the spatial characteristics of the residence time to understand the behavioral properties of pollutants generated in a marine system. In this study, the spatial distribution of average residence time was calculated for Gangjin Bay, Korea, using a hydrodynamic model including a particle tracking module. The results showed that the average residence time was about 10 days at the surface layer and about 20 days at the bottom layer. Spatially, this was the longest residence time in the southwestern sea. There was no significant difference in average residence time at the surface layer due to freshwater discharge, but spatial variation at the bottom layer was larger. The average residence time at the bottom layer decreased in the southwestern area due to freshwater discharge and increased in the northern area. This result suggests that the residence time of anthropogenic pollutants may have a large spatial difference depending on the freshwater discharge, and thus the time taken to influence cultured organisms may also vary.

The Adoption of Using Mobile Payment During COVID-19 Pandemic: An Empirical Study in Vietnam

  • NGUYEN, Man The
    • The Journal of Asian Finance, Economics and Business
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    • v.8 no.11
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    • pp.253-264
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    • 2021
  • The COVID-19 pandemic has imposed a number of restrictions on the lives of people and services, forcing them to adopt a "New Normal" way of living. Contactless technologies provide a mechanism to reduce the risk of infection, encouraging people to use touchless payment methods. The aim of this study is to develop an integrated framework based on the Health Belief Model and the Unified Theory of Acceptance and Use of Technology to justify the use of mobile payment during the COVID-19 pandemic in Vietnam. Based on a survey of 434 samples, the proposed conceptual model was empirically justified using structural equation modeling (SEM). This study found that performance expectancy, effort expectancy, enjoyment, perceived severity, and perceived susceptibility significantly and positively influenced behavioral intention of using contactless payment technologies. In addition, this study discovered that effort expectancy, perceived severity, and perceived susceptibility all have a positive impact on performance expectancy, while enjoyment triggered users' effort expectancy. By adding novel insights into the literature on the acceptance of technology during the pandemic, this study makes a major contribution to justifying how contactless payment technologies can reduce the risk of getting infected by COVID-19.

Effects of Celebrities' Social Media Pressure on Internalization and Muscularity Dissatisfaction among Men (이상적인 남성의 신체에 대한 연예인의 소셜 미디어 압박이 내면화와 근육 불만족에 미치는 영향)

  • Lee, Minsun;Lee, Hyun-Hwa
    • Journal of the Korean Society of Clothing and Textiles
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    • v.43 no.4
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    • pp.549-561
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    • 2019
  • This study investigated the impact of appearance pressure from celebrities' social media upon internalization of mesomorphic ideal and muscularity dissatisfaction and the moderating role of time spent on social media in the relationships among variables in a sample of young Korean men (N=247). Those men who regularly participate in physical activities more than three times a week were included in our sample. Structural equation modeling analysis revealed that celebrities' social media pressure directly influenced both internalization and muscularity dissatisfaction, and internalization predicted muscularity dissatisfaction. A significant mediating effect of internalization in the relationships between celebrities' social media pressure and muscularity dissatisfaction was found. However, the moderating effect of time spent on social media was not found. The present results highlight the significant and negative effects of celebrities' social media on male's body image perception. By comparing the results of this study to previous studies, we can anticipate that the effects of social media on users' body image concerns can differ between male and female in the matter of time spent on social media. Implications of the study results and suggestions for future studies are discussed.

A tutorial on generalizing the default Bayesian t-test via posterior sampling and encompassing priors

  • Faulkenberry, Thomas J.
    • Communications for Statistical Applications and Methods
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    • v.26 no.2
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    • pp.217-238
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    • 2019
  • With the advent of so-called "default" Bayesian hypothesis tests, scientists in applied fields have gained access to a powerful and principled method for testing hypotheses. However, such default tests usually come with a compromise, requiring the analyst to accept a one-size-fits-all approach to hypothesis testing. Further, such tests may not have the flexibility to test problems the scientist really cares about. In this tutorial, I demonstrate a flexible approach to generalizing one specific default test (the JZS t-test) (Rouder et al., Psychonomic Bulletin & Review, 16, 225-237, 2009) that is becoming increasingly popular in the social and behavioral sciences. The approach uses two results, the Savage-Dickey density ratio (Dickey and Lientz, 1980) and the technique of encompassing priors (Klugkist et al., Statistica Neerlandica, 59, 57-69, 2005) in combination with MCMC sampling via an easy-to-use probabilistic modeling package for R called Greta. Through a comprehensive mathematical description of the techniques as well as illustrative examples, the reader is presented with a general, flexible workflow that can be extended to solve problems relevant to his or her own work.

The Effects of Appearance-Related Photo Activity and Appearance Comparison on Body Satisfaction -Focusing on the Moderating Effects of Instagram Addiction- (인스타그램 외모관련 사진활동, 외모비교가 신체만족도에 미치는 영향 -인스타그램 중독수준의 조절효과를 중심으로-)

  • Lee, Minsun
    • Journal of the Korean Society of Clothing and Textiles
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    • v.43 no.1
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    • pp.81-94
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    • 2019
  • Social media is an essential part of everyday life in modern society and plays an important role in communicating the ideal body image. With the increased prevalence and high popularity of social media, the problems associated with the addictive use of social media have become a social issue. Utilizing social comparison theory, this study examined (1) the effect of appearance related photo activities on body satisfaction through appearance comparison and (2) the moderating effect of Instagram addiction in relationships among appearance related photo activity, appearance comparison, and body satisfaction. We tested the proposed relationships between research variables using multi-group structural equation modeling analysis on a sample of 346 young female Instagram users. The sample was divided into two groups of high and low addicted Instagram users. The results of this study showed that the appearance related photo activity positively influenced appearance comparison for both high and low addiction groups. For the high addiction group, the effect of appearance comparison on body satisfaction was not statistically significant; however, this relationship was significant and negative for the low addiction group. A significant moderating effect of Instagram addiction was found in the relationship between appearance related photo activity and appearance comparison.

The Effects of Perceived Ageism and Appearance Satisfaction on Appearance Related Quality of Life among Korean Older Women (노년여성의 연령차별 인식과 외모만족도가 외모관련 삶의 질에 미치는 영향)

  • Yu, Haekyung;Lee, Minsun
    • Journal of the Korean Society of Clothing and Textiles
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    • v.43 no.1
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    • pp.112-124
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    • 2019
  • This study investigated the effects of perceived ageism on appearance related quality of life through appearance satisfaction among older Korean women. Testing the proposed model showed associations among variables and the mediating effects of appearance satisfaction in the relationship between perceived ageism and appearance related psychological and social quality of life. Structural equation modeling analyses upheld the proposed model for 221 women aged 60 and over. The results revealed that older women's perception of ageism negatively influenced appearance satisfaction that subsequently affected perceived levels of both psychological and social quality of life in a negative direction. The direct effects of perceived ageism on both psychological and social quality of life were not found; however, the indirect effects of perceived ageism on these two variables through appearance satisfaction were found significant and negative. This indicated a fully mediating effect of appearance satisfaction in the relationships. The results of this study highlight that perceptions of ageism and its association with body image should be considered to understand the overall quality of life among older women.

Effects of Brand Experience in Mass Cosmetic Brand Store on Brand Commitment and Loyalty Among Female High School Students (여고생의 중저가 화장품 점포 내 브랜드체험이 브랜드몰입과 충성도에 미치는 영향)

  • Yu, Haekyung;Lee, Minsun
    • Journal of the Korean Society of Clothing and Textiles
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    • v.43 no.2
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    • pp.167-183
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    • 2019
  • This study examines the dimensions of brand experience and brand commitment within mass cosmetic brand stores that target female high school students and analyzes the effect of multi-dimension brand experience and brand commitment on brand loyalty. A model linking brand experience to brand commitment and loyalty was tested, using structural equation modeling analysis. A total of 175 female high school students completed the online questionnaire. The current study extended the understandings of the construct of brand commitment by adopting a broadened five-component consumer commitment. The results confirmed that developing brand experience in domestic mass cosmetics brand stores influences consumer loyalty through various types of brand commitment. This study can be beneficial for brand managers by providing guidelines on how to establish consumer loyalty affected by brand experience through brand commitment. Especially, brand managers should consider the negative impacts of forced commitment on consumer loyalty despite brand experience within the stores not influencing teenage consumers' forced commitment toward mass cosmetic brands. The importance of habitual commitment in the relationship between brand experience and loyalty was also revealed. The results can provide a realistic blueprint for consumer brand experience and commitment strategy.