• Title/Summary/Keyword: Multi-Factor Analysis

Search Result 1,026, Processing Time 0.04 seconds

A Study on the Needs for Managerial Service for Residents in Multi-family Housing (공동주택의 입주자관리서비스에 대한 필요도 - 거주자와 관리자의 견해를 중심으로 -)

  • Chae, Hye-Won;Lee, Kyung-Hee;Hong, Hyung-Ock
    • Proceeding of Spring/Autumn Annual Conference of KHA
    • /
    • 2004.11a
    • /
    • pp.393-397
    • /
    • 2004
  • The purpose of this study was to analyze the needs for managerial service for residents in multi-family housing. For the survey and statistical analysis, the questionnaires from 484 residents and 84 housing managers of multi-family housing within the Seoul metropolitan area were used. The analytical methods adopted in this study were frequency, percentage, t-test, and factor analysis. The results of this study are as follow : (1) Basic services within a multi-family housing included management, minimum residential self governance, basic etiquette, and community program. And additional service were categorized by the health and entertainment program, the consumer service program, the residential life services, the information and financial services program, and the children's program. (2) The favorite needs of residents' additional services were the market news and information, the programs related health, the mail services, the health diagnosis service programs etc. But, housing managers' needs were the market news and information, and the flea market. As to the results analyzing the needs for additional service fir residents, it was found there were differences between residents and housing managers.

  • PDF

Developing Experimental Education Program for Safety Considering Psychological Effect (심리적 효과를 고려한 체험적 안전교육 방안)

  • Eum, Kee-Soo;Woo, Tae-Hee
    • Journal of the Korea Safety Management & Science
    • /
    • v.11 no.4
    • /
    • pp.15-24
    • /
    • 2009
  • The object of this study is to understand the psychological factor of the worker on safety and recommend the experimental factor of safety education program. The following are the methods of this study. We analyzed the statistical data from survey to workers(N=139) about the psychological factor on safety. The survey consisted of 34 questions about 4 factors like private external characteristic, psychological characteristic, characteristics on behavior, and experience and reason of disaster. As the result of the analysis of the multi regression model on the base of correlation of each of the major factors, psychological health, effort on practicing, and satisfaction on their life were the variables with high influence on the safety mind of workers. So, it is good safety strategy for effective working to maintain healthy life with optimistic minds, and try to practice actively as usual. After considering the result, for the development of safety education program for working, we have to consider psychological factors of our workers that influence their safety and try to improve the experimental education opportunity, and it will be effective.

Design of Steel Frames using Plastic Hinge Analysis (소성힌지해석을 이용한 강골조 시스템의 설계)

  • Chang, Chun-Ho
    • Journal of the Korea institute for structural maintenance and inspection
    • /
    • v.8 no.3
    • /
    • pp.131-140
    • /
    • 2004
  • The main objective of the research is to develop an algorithm for the optimum design of two dimensional steel frames using refined plastic hinge analysis which considers material and geometrical nonlinearities. Using developed algorithm, an optimum design was perform without calculating an effective length factor of the column (K-factor). A multi-level discrete optimization technique with two parameters has been developed and employed in the optimum design algorithm. The optimization algorithm is applied to structural design with the objective of minimizing the weight of a structure and with constraints on load limit, frame drift, ductility. Various application example is provided to demonstrate the feasibility, validity and efficiency of the developed program.

The Correlation Analysis of Physical Characteristics on Human Sensibility Space (감성적 의미공간상의 물리특성간 상관분석)

  • 김정만;김병극
    • Journal of Korean Society of Industrial and Systems Engineering
    • /
    • v.22 no.52
    • /
    • pp.241-246
    • /
    • 1999
  • In this study, to specify an evaluation of human sensibility, the types of color, intensity of illuminations and lights consisting work environmental condition are decided, and image data from examining the change of human sensibility followed by changes of the above three conditions are obtained. Using the factor analysis and quantification theory in multi-variate analysis type of Sensibility Ergonomics, determinating the structure of factors, specifying the relations of environmental conditions and factors can be done so that the structure of image on human sensibility space with the change of environmental conditions is analyzed.

  • PDF

Priority of Residential Choice and Housing Satisfaction among Studio-type Multi-family Housing Dwellers in the City of Gwangju (원룸형 다가구주택 거주자의 주거선택 중요도와 주거만족도 - 광주광역시를 중심으로 -)

  • Kang, Hi-Goo;Kim, Mi-Hee
    • Journal of the Korean housing association
    • /
    • v.21 no.3
    • /
    • pp.11-21
    • /
    • 2010
  • The purpose of this study is to gather baseline data on perceived priority of residential choice and housing satisfaction rates among consumers with the aim of using this information for future planning. Self-administered questionnaires were provided to 196 studio-type multi-family housing dwellers in the City of Gwangju from 2009 Apri 5th to 29th. The collected data was used to conduct comparative and descriptive statistical analysis: factor analysis, t-test, one-way ANOVA, correlation analysis. The main findings obtained are as follows: Firstly, in relation to perceived priority of residential choice, dwellers identified seven factors as important. Secondly, in terms of housing satisfaction about a unit room, the respondents identified five factors as important. This study confirmed that there existed passive correlation between priority of residential choice and housing satisfaction among residents in studio-type multi-family housings in Gwangju. It is very necessary to project a studio-type multi-family housing close to transportation for easy access, avoiding commercial districts. Delicate interior and design will attract more female residents as well as fully-equipped parking lots for people who drive to their workplace. According to research on a degree of housing satisfaction, all respondents expressed dissatisfaction with "noise". Therefore, in dealing with construction plans of studio apartment units, from now on, sound proofing facilities are required to reduce the acoustic invasion of privacy, especially, for units with more than two people. In order to satisfy all the demand of residents in studio apartment units, we have to pursue systematic and succeeding research about a studio-type multi-family housing well-fitted for the actual circumstances of local area and suitable for longer stay. To sum up, more research and development will be required for high-class studio-type multiplex housing for sale in dealing with households with financial stability such as two-paycheck couples, so-called DINK, or a professional single person, in the future.

A Determinant Factors on Supply Chain Performance of Shipping and Logistics Firm in International Logistics (국제물류에서 해운물류기업의 공급사슬성과 결정요인)

  • Yun, Kwang-Woon;Bae, Hee-Sung
    • THE INTERNATIONAL COMMERCE & LAW REVIEW
    • /
    • v.30
    • /
    • pp.3-26
    • /
    • 2006
  • Supply chain is viewed as a number of organizations(at least three) working cooperatively with at least some shared objectives. The concept of supply chain management represents the most advanced state in the evolutionary development of purchasing, procurement and other supply chain activities. This study aims to analyze and develop a measurement instrument for supply chain performance in international logistics. A measurement instrument for supply chain performance in international logistics are developed by Lai et al(2002). Supply chain reliability, customer service and cost are constructed reflecting service effectiveness and operations efficiency between shipper, forwarder and liner. The results of this study are as follow. We firstly tested the measurement properties of the sub-dimension of the supply chain performance construct using reliability test and confirmatory factor analysis follow by exploratory factor analysis. For each of the factor, reliability and validity are achieved because of the significant loading of the measurement items on their latent factors. Further research perform the analysis of variance by multi respondents within each firm and across partner firms in the supply chain. The result of analysis present the difference with shipper, forwarder and liner in statistics.

  • PDF

Images Differences of Design Variations in One-Piece Dress Using a 3D Virtual Clothing System (3차원 가상착의 시스템을 활용한 원피스드레스의 디자인 변화에 따른 이미지 차이)

  • Uh, Mi-Kyung
    • Journal of the Korea Fashion and Costume Design Association
    • /
    • v.14 no.2
    • /
    • pp.101-111
    • /
    • 2012
  • The purpose of this study is to evaluate the differences of visual image on variations in the length and princess line, in a silhouette of a one-piece dress with the application of the 3D Virtual Clothing System known as i-designer. Eight sample were examined: 2 variations of the length and 2 variations of the princess line, 2 variations of the form of a silhouette. The data was obtained from 66 fashion design majors. The data was assessed by a t-test and a multi-way ANOVA and factor analysis. The results were as follows; The visual image according to the design variables, four factors were selected; the attractiveness factor, the activeness factor, the practicality factor, the elegance factor. In these factors, the attractiveness factor is estimated by the most important factor. As a result of analyzing the effect of the interaction in the visual image according to the design variables, the influence of the main effect was found to be great in each factor. In the activeness factor, a significant difference was noted in the two-way interaction between the length and the princess line, the length and the silhouette. In the elegance factor, a significant difference was noted in the two-way interaction between the length and the silhouette. However, the influence on three-way interaction among the length, the princess line, and the silhouette was not significant.

  • PDF

The Predictive Power of Multi-Factor Asset Pricing Models: Evidence from Pakistani Banks

  • SALIM, Muhammad;HASHMI, Muhammad Arsalan;ABDULLAH, A.
    • The Journal of Asian Finance, Economics and Business
    • /
    • v.8 no.11
    • /
    • pp.1-10
    • /
    • 2021
  • This paper compares the performance of Fama-French three-factor and five-factor models using a dataset of 20 Pakistani commercial banks for the period 2011 to 2020. We focus on an emerging economy as the findings from earlier studies on developed countries cannot be generalized in emerging markets. For empirical analysis, twelve portfolios were developed based on size, market capitalization, investment strategy, and growth. Subsequently, we constructed five Fama-French factors namely, RM, SMB, HML, RMW, and CMA. The OLS regression technique with robust standard errors was applied to compare the predictive power of both the Fama-French models. Further, we also compared the mean-variance efficiency of the Fama-French models through the GRS test. Our empirical analysis provides three unique and interesting findings. First, both asset pricing models have similar predictive power to explain the expected portfolio returns in most cases. Second, our results from the GRS test suggest that there is no noticeable difference in the mean-variance efficiency of one asset pricing model over the other. Third, we find that all factors of both Fama-French models are statistically significant and are important for explaining the volatility of expected commercial bank returns in the context of Pakistan.

A Study on the Method for Multi-dimensional Module Plan of Apartment Houses for Remodeling - Based on the systematization of Emotion-Information for Multi-Dimensional Module Composition of the Unit household (공동 주택 리모델링 다차원모듈 설계 기법에 관한 연구 - 단위세대 다차원모듈 구성을 위한 감성정보 체계화를 중심으로 -)

  • Lee, Chan-Yong;Kwon, Sung-Sun
    • Journal of The Korean Digital Architecture Interior Association
    • /
    • v.5 no.1
    • /
    • pp.1-8
    • /
    • 2005
  • The major goal of this study is drawing design plan factors considering residents' life cycle and life style when remodeling design is needed. By drawing such design factors, the study will propose an alternative remodeling design plan. Such design method was defined as Multi-Dimensional module design method. And constructing data-system based on Multi-Dimensional module was secondary goal in this study. The details are as follows: Based on analysis of Residents' demand for remodeling and features of emotion-design applied to remodeling, the system which is suitable for application in remodeling design method was conducted. Based on the type of construction materials, the level value was set up according to emotion-factor application. Also, by conducting coding operation according to the distinction of construction materials, this study seeks the unit drawing method of information for constructing emotion-information system.

  • PDF

A robust multi-objective localized outrigger layout assessment model under variable connecting control node and space deposition

  • Lee, Dongkyu;Lee, Jaehong;Kang, Joowon
    • Steel and Composite Structures
    • /
    • v.33 no.6
    • /
    • pp.767-776
    • /
    • 2019
  • In this article, a simple and robust multi-objective assessment method to control design angles and node positions connected among steel outrigger truss members is proposed to approve both structural safety and economical cost. For given outrigger member layouts, the present method utilizes general-purpose prototypes of outrigger members, having resistance to withstand lateral load effects directly applied to tall buildings, which conform to variable connecting node and design space deposition. Outrigger layouts are set into several initial design conditions of height to width of an arbitrary given design space, i.e., variable design space. And then they are assessed in terms of a proposed multi-objective function optimizing both minimal total displacement and material quantity subjected to design impact factor indicating the importance of objectives. To evaluate the proposed multi-objective function, an analysis model uses a modified Maxwell-Mohr method, and an optimization model is defined by a ground structure assuming arbitrary discrete straight members. It provides a new robust assessment model from a local design point of view, as it may produce specific optimal prototypes of outrigger layouts corresponding to arbitrary height and width ratio of design space. Numerical examples verify the validity and robustness of the present assessment method for controlling prototypes of outrigger truss members considering a multi-objective optimization achieving structural safety and material cost.