• 제목/요약/키워드: Statistical Methodology

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SNS중단의도의 결정요인: 합리적 선택이론 및 사회적 비교이론을 중심으로 (The Determinants for Discontinued Use of SNS: Perspectives of Rational Choice Theory and Social Comparison Theory)

  • 유형욱;손달호
    • 한국정보시스템학회지:정보시스템연구
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    • 제26권4호
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    • pp.39-62
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    • 2017
  • Purpose The purpose of this study is to investigate the factors which affect users' fatigue and reluctant intention of using a SNS. In particular, this study focused on the fatigue of SNS users, as the recent excessive use of SNS has led to negative effects such as invasion of privacy, addition and social overload. fatigue This research will explain how producing adverse effects by using SNS caused psychological and mental depression. Previous researches explained that mental fatigue associated with SNS is not simple one and it is complicated with various psychological factors. Considering this fact, this study introduced a behavioral economics concept and a social comparison theory in the research model. Design/methodology/approach For research purposes, this study developed research hypotheses in order to empirically examine the factors that affect SNS users' fatigue and reluctant intention. The empirical research was based on a poll done through 800 research candidates in the SNS fields and the final 451 responses were collected and used in statistical data analysis. The adaptability, trust, and validity to measurement model were verified and the structural relationship in the research model was analyzed through these 451 responses. Findings First of all, maintenance fatigue of SNS had a positive significant effect on coupling and fatigue of SNS and information privacy had a non-significant effect on fatigue. Second, coupling had a negative significant effect on rational inattention, however, perceived cost had a non-significant effect on rational inattention. Third, lateral/upward comparison had a positive significant on user's negative emotions. Meanwhile, user's negative emotions did not have a significant effect on rational inattention.

공급사슬 내의 파워유형이 정보역량에 미치는 영향: CSV 가치창출 관점 (The Effect of Power Type within Supply Chain on the Information Capability: Perspective of CSV Value Creation)

  • 박광오;장활식;정대현
    • 한국정보시스템학회지:정보시스템연구
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    • 제27권3호
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    • pp.1-24
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    • 2018
  • Purpose The purpose of this study is to attempt to incorporate power theory to evaluate information capability of SCM adopters. Therefore, this study focuses on the relationship of information sharing, partnership quality, and information capacity according to the power intensity of the variables of SCM. and CSV value creation. Design/methodology/approach The questionnaire of SCM builder was conducted and 302 samples were analyzed. Based on the theoretical background of power and information capacity, we set up a structural equation model. Hypothesis testing and statistical analysis were done through AMOS and SPSS. Findings First, it shows that the compensation power among the constrained power has a positive effect on the partnership quality, and the legitimacy power has the positive influence only on the information sharing. Compulsive power, compensation, and legitimacy, which are generally restrictive powers, may reduce the quality of information sharing and partnership, but the results of this study are rather higher. Second, both non-binding power expertise and criterion have a positive effect on information sharing and partnership quality. Third, information sharing has a positive effect on partnership quality. Supporting a number of research results, it is well reflected in SCM attributes where interdependence is important. Fourth, information sharing and partnership quality have a positive effect on information capacity. Information literacy has become an essential element in modern management. Fifth, the enhancement of CSV value creation plays a role of a controlling variable to further strengthen information sharing through non - binding power attribute, expertise and conformity. In addition, the strengthening of CSV value creation has been shown to play a role as a controlling variable to further strengthen the quality of partnership through the non-binding power attribution, but expertise has been rejected.

잠재변수를 이용한 NHPP 베이지안 소프트웨어 신뢰성 모형에 관한 연구 (The NHPP Bayesian Software Reliability Model Using Latent Variables)

  • 김희철;신현철
    • 융합보안논문지
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    • 제6권3호
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    • pp.117-126
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    • 2006
  • 본 논문은 소프트웨어 신뢰성장 모형에 대한 베이지안 모수추론과 모형선택 방법이 연구되었다. 소프트웨어 성장 모형은 내재되어 있는 오류와 고장 간격시간으로 모형화하면 소프트웨어 개발 단계에서 유용하게 사용할 수 있다. 본 논문에서는 사후 분포의 정보를 얻기 위한 다중 적분문제에 있어서 일종의 마코브 체인 몬테칼로 방법인 깁스 샘플링을 사용하여 사후 분포의 계산이 이루어졌다. 확산 사전 분포를 가진 소프트웨어 신뢰성에 의존된 일반적 순서 통계량 모형에 대하여 베이지안 모수 추정이 이루어 졌고 효율적인 모형의 선택방법도 시행되었다. 모형 설정과 선택 판단기준은 편차 자승합을 이용한 적합도 검정과 추세 검정이 사용되었다. 본 논문에서 사용된 소프트웨어 고장 자료는 Minitab(version 14) 통계 페키지에 있는 와이블분포(형상모수가 2이고 척도모수가 5)에서 발생시킨 30개의 난수를 이용한 모의 실험자료를 이용하여 고장자료 분석을 시행하였다.

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군 시설공사의 공사비지수 개발에 관한 연구 (A Study on Development of Cost Index Model for Military Facilities Construction)

  • 박종원;손보식;이현수
    • 한국건설관리학회:학술대회논문집
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    • 한국건설관리학회 2004년도 제5회 정기학술발표대회 논문집
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    • pp.256-260
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    • 2004
  • 군 시설공사비는 국방예산의 많은 부분을 차지하고 있으며, 사업예산의 합리적인 편성은 군 시설업무 관련자의 중요한 관심사이다. 그러나 시설예산 편성시 기준으로 제시되는 시설물 단가를 실제 공사의 집행금액과 비교하면 항상 부족예산이 발생되므로, 이를 보정하여 적정한 공사비를 산정하는데 어려움을 겪고 있다. 이러한 문제를 해결하기 위해 과거의 실적공사비를 현재의 가치로 환산할 수 있는 공사비지수를 개발하여 적용함으로써 예산편성 업무의 효율성을 높이고 합리적인 의사결정을 지원하고자 한다. 본 연구는 실적공사비를 분석하여 공사비 결정에 중요한 영향을 끼치는 요소들을 도출하였다. 도출된 영향요소를 재료비, 노무비, 경비의 비목으로 구분하고 각 요소들이 공사비에서 차지하는 영향도를 기준으로 가중치를 산정한 후, 가중평균산식에 의한 공사비지수를 개발하였다.

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Validity of Serum Cystatin C for Prediecting Obesity Nephropathy

  • Asefy, Zahra;Amirrasouli, Hooshang;Khoyi, Masood;Hashemi, Vida
    • Interdisciplinary Bio Central
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    • 제4권2호
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    • pp.4.1-4.4
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    • 2012
  • Background: Serum concentration of cystatin C, a marker of glomerular filtration has been associated with cardiovascular disease (CVD). The aim of this study was to evaluate cystatin C as a marker of obese patients without chronic kidney disease (CKD). Materials and Methods: The study population consisted of 36 subjects with metabolic syndrome and 32 subjects free of metabolic syndrome (the control group). HDL-C, LDL-C, blood urea, triglycerides, glucose, HbA1c, serum cystatin C and serum creatinine were measured in both groups. GFR was calculated in both groups using Cockroft-Gault equation. Results: Obese patients showed higher cystatin C levels than normal samples ($1.28{\pm}0.29$, P < 0.05). In the binary logistic regression, obese patients were significantly associated with elevated cystatin C levels. Conclusion: Our results suggest that cystatin C may be a marker for obese patients and may identify a certain degree of renal dysfunction even when serum creatinine does not exceed the normal level. In this study, we demonstrated that serum creatinineand GFR did not differ significantly between the diabetic and the control groups. Serum concentration of cystatin C was significantly higher in the diabetic group compared with the control group. The strengths of this study are the evaluation of reliability and sensivity in comparison with a 'routine test of GFR'. The methodology used allows an appropriate statistical comparison of reliability in contrast to most other previous evaluations of GFR.

초음파 추출공정을 이용한 닥나무로부터 항산화성분의 추출공정 최적화 (Statistical Optimization of Antioxidant Extraction from Broussonetia kazinoki Using Ultrasound-assisted Extraction)

  • 이승범;박보라;유봉호
    • 공업화학
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    • 제29권5호
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    • pp.565-570
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    • 2018
  • 본 연구에서는 초음파 용매추출공정을 이용하여 닥나무로부터 항산화성분을 추출하고, 중심합성계획모델을 이용하여 추출공정을 최적화하였다. 중심합성계획모델의 반응치로는 추출수율과 DPPH 라디칼소거활성을 설정하고, 독립변수인 추출시간, 주정/초순수 부피비, 초음파 조사세기에 따른 주효과도와 교호효과도를 해석하였다. 추출수율과 DPPH 라디칼소거활성 모두 계량인자의 주효과도와 교호효과도를 모두 고려하였을 때 가장 큰 영향을 미치는 인자는 주정/초순수 부피비이었다. 반응표면분석법을 이용하여 추출공정의 최적화과정을 수행한 결과 최적추출조건은 추출시간(19.92 min), 주정/초순수 부피비(54.23 vol%), 초음파 조사세기(557.65 W)로 나타났다. 이 조건으로부터 예상되는 반응치의 값은 추출수율(38.93 wt%), DPPH 라디칼소거활성(55.33%)으로 나타났다.

최종이용자탐색시스템의 이용과 이용자의 인지적 특성간의 관계 연구 (A Study of Users' Cognitive Characteristics Influencing upon the Usage of End-User Searching Systems)

  • 이상복
    • 한국문헌정보학회지
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    • 제27권
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    • pp.291-339
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    • 1994
  • The purpose of this study is to find personal characteristics that affect users' cognitive characteristics of system, and to verify correlations between this users' cognitive characteristics and selection of system usage in using end -user searching systems (EUSS), For corroborative analysis of this study, preliminary model was constructed referring to Davis' Technology Acceptance Model. The model consists of exogenous variables (personal characteristics) , parameter variables (perceived usefulness, perceived ease of use), and effect variables (selection of system usage), When exogenous variables affect parameter variables, exogenous variables are independent variables and parameter variables are dependent variables. In addition, in correlation of parameter variables, which have been affected by exogenous variables, with effect variables, parameter variables are independent variables and effect variables are dependent variables, As for the research methodology, this study regards the Academic Information System connected with the Internet as EUSS, So questionnaires have been sent to researchers in universities who were conducting direct searching for the system. 229 valid responses to questionnaires have been analyzed according to Pearson Correlation Analysis and Stepwise Selection of Multiple Regression in the statistical software packages, 'SPSS PC+'. The findings and conclusions made in this study are summarized as follows; 1. Among the personal characteristics (age, disciplinary, computer literacy level, perceived usefulness of use education and training, perceived satisfaction of end-user searching, perceived satisfaction of system characteristics), all characteristics but age affect perceived usefulness and perceived ease of use. Specifically, perceived satisfaction of end user searching and perceived satisfaction of system characteristics most affect perceived usefulness and perceived ease of use respectively. 2. Perceived usefulness and perceived ease of use have a direct effect on selection of system usage in using EUSS. 3, Perceived usefulness more affect selection of system usage than perceived ease of use in using EUSS.

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Fuzzy methodology application for modeling uncertainties in chloride ingress models of RC building structure

  • Do, Jeongyun;Song, Hun;So, Seungyoung;Soh, Yangseob
    • Computers and Concrete
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    • 제2권4호
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    • pp.325-343
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    • 2005
  • Chloride ingress is a common cause of deterioration of reinforced concrete located in coastal zone. Modeling the chloride ingress is an important basis for designing reinforced concrete structures and for assessing the reliability of an existing structure. The modeling is also needed for predicting the deterioration of a reinforced structure. The existing deterministic solution for prediction model of corrosion initiation cannot reflect uncertainties which input variables have. This paper presents an approach to the fuzzy arithmetic based modeling of the chloride-induced corrosion of reinforcement in concrete structures that takes into account the uncertainties in the physical models of chloride penetration into concrete and corrosion of steel reinforcement, as well as the uncertainties in the governing parameters, including concrete diffusivity, concrete cover depth, surface chloride concentration and critical chloride level for corrosion initiation. There are a lot of prediction model for predicting the time of reinforcement corrosion of structures exposed to chloride-induced corrosion environment. In this work, RILEM model formula and Crank's solution of Fick's second law of diffusion is used. The parameters of the models are regarded as fuzzy numbers with proper membership function adapted to statistical data of the governing parameters instead of random variables of probabilistic modeling of Monte Carlo Simulation and the fuzziness of the time to corrosion initiation is determined by the fuzzy arithmetic of interval arithmetic and extension principle. An analysis is implemented by comparing deterministic calculation with fuzzy arithmetic for above two prediction models.

Practice and Barriers of Mammography among Malaysian Women in the General Population

  • Al-Naggar, Redhwan A.;Bobryshev, Yuri V.
    • Asian Pacific Journal of Cancer Prevention
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    • 제13권8호
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    • pp.3595-3600
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    • 2012
  • Objective: The objective of this study was to determine the practice and barriers of mammography and associated factors among Malaysian women in the general population. Methodology: A cross-sectional study was conducted among 200 women in Shah Alam, Selangor; Malaysia. The questionnaire contained 27 questions and was comprised of two sections; socio-demographic characteristics and practices, knowledge and barriers of mammography. All the data were analyzed using the Statistical Package for the Social Sciences (SPSS) 13.0. Results: Of the 200 Malaysian women who participated in this study, the majority were under the age of 50 years (65.5%), Malay (86%), and married (94.5%). Regarding any family history of cancer in general, the majority of the participants had none (78%). However, some did report a close relative with breast cancer (16.5%). While the majority of them knew about mammography (68%), 15% had had a mammogram once in their life and only 2% had the procedure every two or three years. Univariate analysis showed that age, family history of cancer, family history of breast cancer, regular supplement intake, regular medical check-up and knowledge about mammogram were significantly associated with mammogram practice among the general population (p=0.007, p=0.043, P=0.015, p=0.01, p=0.001, p<0.001; respectively). Multivariate analysis using multiple linear regression test showed that age, regular medical check-up and knowledge about mammography testing were statistically associated with the practice of mammography among the general population in Malaysia (p=0.035, p=0.015 and p<0.001; respectively). Lack of time, lack of knowledge, not knowing where to go for the test and a fear of the test result were the most important barriers (42.5%, 32%, 21%, 20%; respectively). Conclusion: The practice of mammogram screening is low among Malaysian women.

사업체 급식소 영양사 직무분석 ( 제 2 보 ) : 업무수행시간 및 적정인원산출 (Developing standardized dietetic staffing indices in employee foodservice by job analysis methodology)

  • 이진미;양일선;김현아;차진아
    • 대한영양사협회학술지
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    • 제1권1호
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    • pp.79-88
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    • 1995
  • The purposes of this study were to : a) investigate actual time spent and expected labor time spent on management activities, and b) develop standardized indices of dietetic staffing needs in employee foodservice. A job analysis questionnaires were developed and mailed to 65 dietitians who were members of The Korean Dietetic Association Practice Group, members with management responsibilities in employee foodservices. Completed questionnaires were received from 32 dietitians for a response rate of 49%. The questionnaire contained two parts with a total of 99 statements. Statistical data analysis was completed using the SAS programs for descriptive analysis, wilcoxon signed ranks test, wilcoxon rank sum test, and pearson correlation. The results of this study can be summarized as follows. 1. The actual time spent on management activities by dietitians in employee foodservice was 69.80 hours and expected labor time spent was 61.81 hours. And they were significantly different (p<0.05). 2. ILO allowance rate( 11%) was applied: The standardized working hours per week of dietitians working in employee foodservice with manufacturing and industrial plants, and office building were 79.61 and 64.25 respectively ; Staffing need indices were 1.81 and 1.46 respectively on the base of 44 working hours. 3. The average standardized working hours per week was 68.61 hours and staffing need indices was 1.56

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