• 제목/요약/키워드: characteristics of hypothesis

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다중공선성과 불균형분포를 가지는 공정데이터의 분류 성능 향상에 관한 연구 (A Study on Improving Classification Performance for Manufacturing Process Data with Multicollinearity and Imbalanced Distribution)

  • 이채진;박정술;김준석;백준걸
    • 대한산업공학회지
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    • 제41권1호
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    • pp.25-33
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    • 2015
  • From the viewpoint of applications to manufacturing, data mining is a useful method to find the meaningful knowledge or information about states of processes. But the data from manufacturing processes usually have two characteristics which are multicollinearity and imbalance distribution of data. Two characteristics are main causes which make bias to classification rules and select wrong variables as important variables. In the paper, we propose a new data mining procedure to solve the problem. First, to determine candidate variables, we propose the multiple hypothesis test. Second, to make unbiased classification rules, we propose the decision tree learning method with different weights for each category of quality variable. The experimental result with a real PDP (Plasma display panel) manufacturing data shows that the proposed procedure can make better information than other data mining procedures.

시간지연 모델을 이용한 비선형 연소불안정 해석기법 연구 (Numerical Analysis of Nonlinear Combustion Instability Using Pressure-Sensitive Time Lag Hypothesis)

  • 박태선;김성구
    • 대한기계학회논문집B
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    • 제30권7호
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    • pp.671-681
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    • 2006
  • This study focuses on the development of numerical procedure to analyze the nonlinear combustion instabilities in liquid rocket engine. Nonlinear behaviors of acoustic instabilities are characterized by the existence of limit cycle in linearly unstable engines and nonlinear or triggering instability in linearly stable engines. To discretize convective fluxes with high accuracy and robustness, approximated Riemann solver based on characteristics and Euler-characteristic boundary conditions are employed. The present procedure predicts well the transition processes from initial harmonic pressure disturbance to N-like steep-fronted shock wave in a resonant pipe. Longitudinal pressure oscillations within the SSME(Space Shuttle Main Engine) engine have been analyzed using the pressure-sensitive time lag model to account for unsteady combustion response. It is observed that the pressure oscillations reach a limit cycle which is independent of the characteristics of the initial disturbances and depends only on combustion parameters and operating conditions.

Consumer Satisfaction with Green Credit Card Benefits: The Role of Environmental Self-Accountability and Eco-Label Involvement

  • Kim, Moon-Yong
    • International journal of advanced smart convergence
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    • 제11권4호
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    • pp.170-176
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    • 2022
  • Given the critical importance of enhancing the level of ESG practices, the current research examines the impact of credit card users' pro-environmental characteristics (i.e., environmental self-accountability, eco-label involvement) on their satisfaction with credit card benefits related to green life. That is, this research investigates whether consumers' satisfaction with green credit card benefits varies depending on their environmental self-accountability and eco-label involvement. Specifically, we predict that (1) for consumers with high (vs. low) environmental self-accountability, their satisfaction with credit card benefits related to green life will be higher (hypothesis 1); and (2) when consumers have high (vs. low) eco-label involvement, they will be more likely to be satisfied with credit card benefits related to green life (hypothesis 2). An online survey (N = 293) was conducted to test the two hypotheses. In support of the hypotheses, the results indicate that (1) respondents who had high (vs. low) environmental self-accountability were more satisfied with credit card benefits related to green life, and (2) respondents with high eco-label involvement, as compared to those with low eco-label involvement, reported greater satisfaction with credit card benefits related to green life. We suggest an important insight into how credit card companies approaching ESG issues can increase their consumers' satisfaction with green credit card benefits, considering consumers' individual characteristics such as environmental self-accountability and eco-label involvement.

간경변증환자의 환자역할행위에 관한 연구 (A Study on Liver Cirrhosis Patients행 Sick Role Behavior)

  • 김옥수
    • 대한간호학회지
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    • 제15권1호
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    • pp.30-43
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    • 1985
  • Liver cirrhosis is the common cause of death in Korea today. But, if liver cirrhosis Patients were treated in the early stage of the disease Process, they can have a chance to carry their daily lives with prescribed medical and nursing regimens. Each patient has different health beliefs that there is a different Sick Role Behavior in the process of treatment. In order to increase and control the desired patient's Sick Role Behavior, it is important for nurses to understand the health beliefs influencing Sick Role Behavior. The purpose of this study was to determine factors influencing Sick Role Behavior and provide objective and scientific data to health education, treatment and nursing care. The subjects for this study were 80 Liver Cirrhosis patients selected from in and out patients of the medical department of four University Hospitals in Seoul, Won Joo and Mok Po city. Data was collected from Sep. 18, to Oct. 15, 1984. The measurement tool was the questionaire that developed by the investigator from the literature review based on Health Belief Model. The data Collection was done by interview. Analysis of data was done by use Mean, S.D., ANOVA, Pearson Correlation Coefficient and Stepwise Multiple Regression. The result of study were as follows: 1. The significant influencing variables on the Liver Cirrhosis Patient's Sick Role Behavior in general characteristics were Sex, Marital Status, Educational levels, Family's income and Duration after diagnosis. 2. Between the Sick Role Behavior and Health Belief Model, a) The first hypothesis that the stronger degree of Health Motivation, the higher degree of Liver Cirrhosis Patient's Sick Hole Behavior was supported (r=0.7892, p=0.0000). b) The second hypothesis that the higher degree of perceived susceptibility, the higher degree of Liver Cirrhosis Patients' Sick Role Behavior was supported (r=0.6383, p=0.0000) c) The third hypothesis that the higher degree of perceived severity, the higher degree of Liver Cirrhosis Patients' Sick Role Behavior was supported (r=0.5869, p=0.0000). d) The fourth hypothesis that the higher degree of perceived benefit, the higher degree of Liver Cirrhosis patient's Sick Role Behavior was supported (r=0.7535, p=0.0000). e) The fifth hypothesis that the lower degree of perceived barrier, the higher degree of Liver Cirrhosis Patient's Sick Role Behavior was supported(r=-9.7709, p=0.0000) f) The sixth hypothesis that the higher degree of knowledge in Disease, the higher degree of Liver Cirrhosis patients'lck Role Behavior was supported (r=0.7538, p=0.0000), g) In the correlation among variables, it was found positive correlation except that perceived barrier was negatively correlated. In the Stepwise Multiple Regression and Independent Variables, the factor“Health Motivation”could account for Sick Role Behavior in 62.28% of the Sample (F=128. 786, p<0.01). When the factor“perceived barrier”is added to this, it account for 70.38% of Sick Role Behavior (F=93.479, p <0.01) and the factor“knowledge in disease”is also included, it account for 74.78% of Sick Role Behavior (F=75.131, p <0.01). Finally, when the factor“perceived susceptibility”is included, it account for 75.03% of Sick Role Behavior (F=56.329, p <0.01).

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윤리교육이 간호사의 도덕판단에 미치는 영향 (Effect of Ethics Education on Nurse덕s Moral Judgement)

  • 김용순
    • 대한간호학회지
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    • 제30권1호
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    • pp.183-193
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    • 2000
  • This main purpose of this study was to assess the effects of two different types of ethics education on the moral judgement of clinical nurses. One type was free discussions among nurses with given specific moral issues and the other type was discussions guided by experts on specific moral issues. The study employed a quasi-experimental, nonequivalent pre test-post test design using two different control groups. The conceptual framework of the study was derived from the Kohlberg′s Moral Development Theory (1969) and the Greipp′s Ethical Decision-Making Model (1992). The data was collected during the period of October 14 through December 15, 1998. Sample consists of 32 nurses working in the ICU who met research criteria. 16 nurses were assigned to the free discussion group and 16 nurses to the group for the guided discussion with experts group. For the pre-test, the DIT which was developed by Rest (1984) and JAND by Ketefian (1998) were used with some modification by the author. After the education, only JAND was used to assess the changes in moral judgement. The collected data was analysed using SPSS PC program. The findings are as follows: 1. There was no significant difference between two groups in their general characteristics. Only difference which was statistically significant between two groups was that realistic score on Case 3/Medical Research and Autopsy was higher in the free discussion group. 2. Hypothesis 1: "There will be a difference on the moral judgement of nurses before and after they receive an ethics education". This hypothesis was supported partially. Those who had low scores on moral judgement before the education tended to have higher scores after the education on the same issues. And, after the education, the nurses tend to give lower scores on the dilemmas they had experienced frequently at work; while giving higher scores on those dilemmas they had no prior experience. 3. Hypothesis 2: "The effect of education may differ depended upon the moral development index [P(%)] score of nurses". The effect of education was different depend on moral development level. The group who′s P(%) scores was low at the pretest has higher scores in realistic moral judgement after the education, while the groups with middle or high P(%) scores went down after the education. These changes were statistically significant in some cases, thus, the Hypothesis 2 was partially supported 4. Hypothesis 3: "The method of ethics education will have different effects on the moral judgement of nurses". Even though several nurses attended the guided discussion stated that the education program broadend their perspectives the difference between two groups was not significant and this hypothesis was not supported. In conclusion, both types of ethics education had helped the nurses to acquire the skills to deal some nursing dilemmas. The effects of ethics education may differ according to the moral development index - P(%) score. However, because of some of the limitations of this study, mainly small sample size, short term education, unable to control other variables which may affect moral judgement of nurses, further research is warranted.er research is warranted.

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VDI 기술특성이 상호작용과 업무성과에 미치는 영향에 관한 실증적 연구 (The Effect of VDI Technical Characteristics on Interaction and Work Performance)

  • 곽영;신민수
    • 한국IT서비스학회지
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    • 제20권4호
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    • pp.95-111
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    • 2021
  • Recently, many organizations are actively adopting VDI (Virtual Desktop Infrastructure), an IT-based business system, to build a non-face-to-face business environment for smart-work. However, most of the existing research on VDI has focused on the satisfaction of system service quality or the use of IT resources and investment for VDI introduction. However, research on effective management and utilization of factors according to the characteristics of VDI technology is urgently required. This study is an empirical research study on how VDI technology characteristics affect interactions and work performance by identifying differences in utilization factors between general organization members and IT managers, presenting standards for business utilization and management. This study proposed a model and hypothesis that the system technology characteristics for VDI use are mediated by interactions in which users respond to functions appropriate to their work. In order to verify the hypothesis, a questionnaire survey was conducted on 188 people of companies and institutions that have adopted and used VDI through a questionnaire survey. Data analysis was performed with partial least squares (PLS), a structural equation modeling (SEM) technique that uses a component-based approach to estimation. As a result of the empirical analysis, the same environmental function for performing work, N-th security, and remote access function factors for non-face-to-face work have a significant effect on interactivity, and IT managers have an additional significant effect on the management technology characteristics of resource reallocation. Has been shown to affect. The results of this study aim to minimize trial and error due to new introduction by presenting considerations for future VDI introduction through case analysis.

공조직의 조직구성원이 인식하는 조직문화가 학습조직과 조직성과에 미치는 영향에 관한 연구 (A study on the effect of organizational culture recognized by organizational members of public organizations on learning organization and organizational performance)

  • 김문준
    • 산업진흥연구
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    • 제3권1호
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    • pp.13-31
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    • 2018
  • 본 연구는 공조직의 조직구성원이 인식하는 조직 내 조직문화가 학습조직과 조직성과에 미치는 영향관계를 알아보기 위한 연구로 연구자가 2016년 공조직(지자체, 지자체 산하 재단, 공기업)을 대상으로 연구용역 및 자문을 실시한 350명을 대상으로 하였다. 설문에 대한 응답은 350부 중 최종 313부를 SPSS 20.0의 통계패키지 프로그램과 AMOS 20.0을 이용하여 연구모형에 대한 연구가설을 검증하였다. 연구모형에 대한 연구가설을 검증한 결과 첫째, 연구가설 1인 공조직의 조직문화는 학습조직에 정(+)의 유의한 영향을 미칠 것이라는 결과 공조직의 조직구성원이 인식하고 있는 조직문화는 학습조직에 긍정적인 영향관계를 나타내었다. 즉, 공조직의 조직구성원이 인식하고 있는 조직문화가 학습조직을 구축하는데 주요 영향 요인임을 나타낸 것이다. 둘째, 연구가설 2인 조직문화와 조직성과 간의 영향관계에 대한 결과 공조직의 조직구성원이 인식하고 있는 조직문화는 긍정적인 영향관계를 나타내었으며, 이는 공조직의 조직성과를 향상하기 위해 조직구성원이 인식하고 있는 조직문화에 대한 인식전환과 활성화 방안에 대한 중요성을 의미한다. 셋째, 연구가설 3인 공조직의 조직구성원이 인식하고 있는 조직문화는 조직성과에 영향관계를 나타내었으며, 학습조직을 매개로 한 조직성과에도 정(+)의 영향관계를 나타내었다. 이는 공조직에서 조직구성원이 인식하고 있는 조직문화는 학습조직을 통해 조직성과에 영향관계를 나타내고 있음에 따라, 공조직의 특성에 부합된 조직문화 구축 방안과 학습조직 내실화 및 조직성과 향상에 대한 다양한 실행방안이 요구되었다.

성공적 SCM 시스템 구축에 미치는 영향요인에 관한 연구 - 관계역량 매개와 경쟁강도 조절효과를 중심으로 -

  • 강성배;문태수;정윤
    • 한국경영정보학회:학술대회논문집
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    • 한국경영정보학회 2008년도 춘계학술대회
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    • pp.701-711
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    • 2008
  • SCM(Supply Chain Management) is one of the important issues in internet-based business environment. This study intends to suggest a research model to investigate the influence of environmental, organizational, technical factors on successful SCM system implementation. The purpose of this study is to analyze the influence of the organizational characteristics of SCM adoption on successful implementation of SCM systems, including the moderating effects of competitiveness. 122 companies data were collected by survey. The results of hypothesis testing showed that project management is the most important determinants to influence successful SCM system implementation. In addition to that, top management support, IS maturity have positive influence to successful implementation of SCM systems in direct effect model. Also, the results of hypothesis testing in moderating effect model show that competitiveness has a positive impact to successful implementation of SCM systems.

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움직임 동사와 논항 연결, 재어나누기 (Argument Linking in Korean Motion Verb Constructions with Special Attention to Measuring Out)

  • 양정석
    • 한국언어정보학회지:언어와정보
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    • 제3권1호
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    • pp.39-63
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    • 1999
  • Korean manner-of-motion verbs have different characteristics from locomotion verbs syntactically and semantically, and they are aptly encoded as having the primitive semantic element MOVE, not GO of Jackendoff(1990)'s Conceptual Semantics framework. This point is shown on the basis of their behavior, the inability to take the Goal 'NP-lo' phrases, the Purposive 'S-le' clauses, the 'NP-ey' phrases, and the atelic interpretation. It is further shown that the apparent locomotion verb behavior of some manner-of-motion verbs, 'exocentric' phenomenon in their meaning composition, is merely a transferred aspect of manner-of-motion verbs. Three kinds of strategies, transformational, quasi-transformational, and lexical ones, are examined to describe this phenomenon, and the lexical one is determined to be the most appropriate. The remaining part of this paper pursues the possibility of adopting Tenny's(1987, 1994) 'Aspectual Interface Hypothesis' in establishing an argument linking system with special attention to 'measuring-out', but concludes that the hypothesis can be accepted only in a restricted part of verbs, and with a modified notion of measuring-out like Jackendoff's(1996).

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문제발견 및 가설설정 능력 신장 과학영재교육프로그램 개발: 멘델의 과학적 사고과정 적용 (Improvement of Students' Problem Finding and Hypothesis Generating Abilities: Gifted Science Education Program Utilizing Mendel's Law)

  • 김순옥;김봉선;서혜애;김영민;박종석
    • 영재교육연구
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    • 제21권4호
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    • pp.1033-1053
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    • 2011
  • 본 연구는 역사적 발견을 이루어낸 과학자 가운데 멘델(Mendel, Gregor Johann, 1822-1884)의 과학적 사고과정을 활용하여 과학영재교육프로그램을 개발하고, 이 프로그램을 학습한 학생들의 문제발견 및 가설설정 능력의 변화를 측정하여, 프로그램의 효과성을 검증하는데 목적을 두었다. 이를 위해 먼저, 멘델이 유전법칙을 확립하는 과정에서 나타낸 과학적 사고과정을 분석하여 특징적 탐구요소를 추출하였다. 추출된 탐구요소 가운데 문제발견과 가설설정을 적용한 프로그램으로서 완두를 활용한 모의실험탐구중심의 과학영재교육프로그램을 개발하였다. 개발한 과학영재교육프로그램은 대학교 부설 과학영재교육원 소속 중학교 1, 2학년 학생 19명(남학생 11명, 여학생 8명)을 대상으로 적용되었다. 적용한 결과, 학생들은 문제발견 능력의 하위요소 융통성, 정교성, 독창성이 신장되었고, 가설설정 능력의 논리성도 신장되었다. 이에 개발된 과학영재교육프로그램은 중학교 과학영재로 선발된 학생들의 문제발견 및 가설 설정 능력을 향상시키는데 효과가 있는 것으로 고찰되었다.