• Title/Summary/Keyword: Hypothesis testing

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Test of Hypothesis in Assessing Process Capability Index Cpmk (공정능력지수 Cpmk를 평가함에서의 바람직한 가설검정)

  • Cho, Joong-Jae;Yu, Hye-Kyung;Hana, Jung-Su
    • Communications for Statistical Applications and Methods
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    • v.17 no.3
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    • pp.459-471
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    • 2010
  • Higher quality level is generally perceived by customers as improved performance by assigning a correspondingly higher satisfaction score. Usually, the quality level is measured by process capability indices. The index is used to determine whether a production process is capable of producing items within a specified tolerance. The third generation index $C_{pmk}$ is more powerful than two useful indices $C_p$ and $C_{pk}$. which have been widely used in six sigma industries to assess process performance. Most evaluations on process capability indices focus on point estimates, which may result in unreliable assessments of process performance. In this paper, we consider better testing procedure on assessing process capability index $C_{pmk}$ for practitioners to use in determining whether a given process is capable. It is easy to use the proposed method for assessing process capability index $C_{pmk}$. Whether a process is clearly normal or nonnormal, our bootstrap testing procedure could be applied effectively without the complexity of calculation. A numerical result based on our proposed method is illustrated.

The Relationship between the Preceding Factors of Supply Chain Resilience, Supply Chain Resilience, and Business Performance (공급사슬 회복탄력성 선행요인과 공급사슬 회복 탄력성, 기업 경영성과 간의 관계)

  • Park, Chan-Kwon;Seo, Yeong-Bok
    • Korean small business review
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    • v.43 no.2
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    • pp.1-30
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    • 2021
  • This study is to analyze the relationship between supply chain resilience antecedent factors, supply chain resilience and business performance. Supply chain integration, risk management activity, and visibility were selected as the preceding factors of supply chain resilience, and the effect of these factors on agility and robustness as supply chain resilience, and the effects of agility and robustness factors on corporate management performance are studied. To this end, a survey was conducted on Korean manufacturing companies, and a total of 124 questionnaires were used for the study. As a result of the testing of the research hypothesis, supply chain integration, risk management activity, and visibility have a positive (+) significant effect on agility and robustness. In addition, agility had a positive (+) effect on corporate management performance. But robustness had a positive (+) effect on corporate management performance, but not significant. In order for manufacturing companies to secure supply chain resilience through such research hypothesis testing, it is necessary to secure supply chain integration, risk management activity, and visibility capabilities. It was confirmed that agility and visibility capability can be linked to corporate management performance. In addition, the overall relationship structure between the preceding factors of supply chain resilience, supply chain resilience, and business performance was presented.

Using ICT in the HEIs in the Study of the Philological Sciences

  • Iryna, Kominiarska;Roman, Dubrovskyi;Inna, Volianiuk;Natalya, Yanus;Oleksandr, Hryshchenko
    • International Journal of Computer Science & Network Security
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    • v.22 no.5
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    • pp.31-38
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    • 2022
  • The article highlights the educational potential of information and communication technologies in the study of philological disciplines in higher education institutions. The study aims to analyze the didactic potential of ICT in the study of philological disciplines, as well as to check the scientific hypothesis that the use of ICT in HEIs in the study of philological disciplines will intensify and enhance the effectiveness of the learning process. To confirm the validity of the hypothesis, experimental testing was carried out and the results are illustrated in the article. The above-mentioned goal of the study determined the use of theoretical and empirical methods: analysis, synthesis, generalization, and systematization of pedagogical and scientific-methodological literature to clarify the state of research problem development and to identify pedagogical foundations on which the process of ICT use is based, comparison and prediction; questioning and testing of educational process participants to understand the effectiveness of ICT use in their training in HEIs. The research results showed positive changes in all analyzed criteria in the experimental group, which is due to the introduction of additional ICT tools into the educational process of the mentioned group. The scientific novelty of the study consists in highlighting the main characteristics and didactic functions of ICT in the learning process of philological students; in covering the classification of ICT, ICT tools, and typology of training sessions using ICT in the study of philological disciplines. In the conclusion it is summarized that the introduction of modern ICT in the educational process allows intensifying the learning process, implementation of a variety of ideas, increases the pace of classes and material assimilation, influencing the motivation for learning, increases the amount of independent work of students.

A Study on Mitigation of the Cause of Non-shared Knowledge: The Role of Shared Goal, Value Congruence, and Task Interdependence (지식 미공유 원인 완화 연구: 목표 공유, 가치 일치, 업무 상호의존성의 역할)

  • Hwang, Inho
    • Knowledge Management Research
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    • v.23 no.3
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    • pp.231-258
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    • 2022
  • As integrated management of scattered knowledge in the organization contributes to organizational performance, organizations are increasing their investment in knowledge management(KM) policies and technologies. For KM to be operated efficiently, the participation of employees performing knowledge-sharing activities is important. This study suggests how shared goal, value congruence, and task interdependence reduce the negative effects of relation and role conflict on the intention to share knowledge. We surveyed workers in organizations that have more than 50 employees and have KM policies, and 381 samples were used for hypothesis testing. As a result of hypothesis testing, we confirmed that a shared goal affects the intention to share knowledge through each of the factors of value congruence, relation conflict, and role conflict. In addition, we confirmed that value congruence and task interdependence moderated conflicts that negatively affected the intention to share knowledge. We identified the conditions that affect the knowledge-sharing activities of employees in terms of individual, organizational, and work structure. Therefore, the results contribute to the establishment of strategies for achieving the performance of the organization's KM.

Factors Affecting Acceptance of Smart Farm Technology - Focusing on Mediating Effect of Trust and Moderating Effect of IT Level - (스마트 팜 기술수용에 영향을 미치는 요인 - 신뢰성의 매개효과 및 IT 수준의 조절효과를 중심으로 -)

  • Kang, Duck-Boung;Chung, Byoung-Gyu;Heo, Chul-Moo
    • Korean Journal of Organic Agriculture
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    • v.28 no.3
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    • pp.315-334
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    • 2020
  • This study was conducted to analyze factors affecting acceptance of smart farm technology. Smart farm technology is rapidly being introduced to agriculture in accordance with the progress of the 4th Industrial Revolution, but research on this is still little. Therefore, in this study, based on the unified theory of acceptance and use of technology (UTAUT), a research model reflecting the characteristics of smart farm technology was constructed. To test this, empirical analysis was performed. A survey was conducted for students in smart farm technology education and adult male and female farmers who are currently planning to operate smart farms. Valid 204 sample were used for analysis. The hypothesis test was based on multiple regression analysis using SPSS 24 statistical package. For the mediating effect and moderating effect, Process Macro 3.4 based on the regression equation was used. The results of testing the hypothesis are as follows. First, in the causal hypothesis test, it was shown that performance expectancy, social influence and price value have a significant positive effect on the intention to use smart farm technology. On the other hand, effort expectancy, facilitating conditions were not tested for a significant influence on the use of smart farm technology. As a result of analyzing the mediating effect of trust, it was found that trust plays a mediating role between performance expectancy, effort expectancy, social influence, facilitating conditions, price value and intention to use smart farm technology. In particular, the effort expectancy has not been tested for a direct significant effect on intention to use smart farm technology, but it has been shown to have an impact through trust. Trust was found to be a full mediating between the effort expectancy and the intention to use the smart farm technology. The current IT level of prospective users has been shown to play a moderating role between performance expectancy, facilitating conditions and intention to use smart farm technology. In particular, the IT level was found to strengthen the relationship between performance expectancy and intention to use smart farm technology. Based on the results of these studies, academic and practical implications were suggested.

The Effect of Emotional Response on Satisfaction according to the Dining-Out Consumption Pattern (외식 소비 성향에 따른 감정 반응이 만족도에 미치는 영향)

  • Kim, Ki-Young;Baek, Jong-On
    • Culinary science and hospitality research
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    • v.16 no.3
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    • pp.147-160
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    • 2010
  • This study aims to analyze the effect of emotional response from dining out experience on satisfaction after dining out based on the customers who have visited a luxurious Korean restaurant. For this study, it designed a research model through literary research and derived hypotheses. For the empirical analysis, 250 copies of the questionnaire using the self-administered method were distributed and 230(94%) copies were collected. Among them, 220(88%) copies were used for the analysis. SPSS WIN Version 12.0 statistical package program was used for the analysis of data processing, the frequency analysis, reliability analysis and factor analysis were operated, and the hypothesis testing was verified by the regression analysis. The results of the analyses are as follows. For the hypothesis that "the dining-out consumption pattern will have a significant effect on the emotional response," it was verified that the style which pursues health and the style which is loyal to relationships had significant effects on pleasure while the style which pursues rest didn't. Also, the style which pursues health and the style which is loyal to relationships had significant effects on arousal while the style which pursues rest didn't. For the hypothesis that "emotional response will have a significant effect on satisfaction," it was verified that pleasure and simulation had significant effects on satisfaction. As a result of the study, the current dining-out consumption pattern is changed from the purpose of having meals for the biological needs in the past to considering emotional response such as preferred taste or mood.

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A Study on the Effect of the Group Counseling Program Developed by Applying Reality Therapy on the Body Image and Depression of Adolescent Women (현실요법을 적용한 집단상담프로그램이 사춘기 여성의 신체상과 우울에 미치는 효과)

  • Jung Young-Nam
    • Child Health Nursing Research
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    • v.7 no.3
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    • pp.342-358
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    • 2001
  • The purpose of the study is both to develope the group counseling program applying Reality Therapy, by which positive body image could be conceived by adolescent women, by helping them identify their bodies as what they are, and then admit their real bodies, and also find out some practical methodologies of self-esteem, and to verify the program to show how effectively this program can be applied to them. Data were collected by self-reported questionnaires(body image and depression) from 59 high school girls in Seoul who were selected by criteria of this study, from the 1st of September to 10th of November, 2000. The experimental group participated in the group counseling by applying Reality Therapy with 8 sessions for 4 weeks. Descriptive statistics, homogeneity test, hypothesis testing, reliability were performed statistically by utilizing SAS pc program, and additionally the reaction due to the change of body image by adolescent women was also analyzed. The results drawn through the present study are as follows: 1. A hypothesis that 'adolescent women who participated in the group counseling program by applying Reality Therapy may get higher points on body image than adolescent women who did not participated' has been adopted (t=6.73, p=.000). 2. A hypothesis that 'adolescent women who participated in the group counseling program by applying Reality Therapy may get lower points on depression than adolescent women who did not participated' has been adopted (t=5.28, p=.000). 3. After applying the group counseling program, the degree of depression for upper group who obtained higher preliminary points on depression has decreased rather meaningfully more than that for lower group who obtained higher preliminary points(t=5.58, p=.000). 4. Reactions associated with positive change in body image of adolescent women who participated in the group counseling program by applying Reality Therapy has been shown to be body acceptance, enhancement of self-esteem, and change of value judgment of beauty. 5. The difference in the motivation and attitude of each group has been observed, by analyzing the reactions obtained from those who show the highest change of body image and those who show the lowest change of body image through the group counseling program by applying Reality Therapy. According to the present studies, it can be concluded that the group counseling program by applying Reality Therapy has turned out as an effective strategy for nursing intervention for adolescent women, by helping them form positive body images and reducing depression.

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A Study on the Effects of Health Education and Self-Care Status on the Aged Diabetics (노인요당 양성자의 질병관리에 대한 교육 및 추후 관리 양상에 관한 연구)

  • Rhee Seon Ja;Kwon Yeon Hee
    • Journal of Korean Public Health Nursing
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    • v.2 no.2
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    • pp.99-116
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    • 1988
  • This study examined the effect of Health Education on the aged. One of the Study objectives was to improve knowledge. attitude and self-care practice about diabetes of the aged who have responded positive in the urine sugar test. The other study objective was to find out factors influencing knowledge. attitude and self-care practice about diabetes. and the relationship among the three variables. The subjects, consisting of 45 positive responders in the urine sugar test, were selected from the elderly who attend elderly citizen center in southern part of Seoul Then they were divided into an experimental and a control group. The study design was set to compare the pre and post test data between the experimental and the control group with the measures of results from Health Education services including nursing care intervention programs on the aged diabetics. The first data collection was carried out in August. 1986 through questionaires and urine sugar testing. The second data collection was done in September, 1987 through the same methods. The results of the study are summarized as follows; 1. General characteristics of the subjects The experimental group has 9 females and 14 males and the control group has 12 females and 10 males. As for the educational level, more than half of the subjects in both group had completed at least 6 years of education. And there was no significant difference in urine sugar levels between the two groups. 2. The effect of Health Education on the extent of change in knowledge, attitude and self-care practice about diabetes was found to be significant. The first hypothesis that knowledge, attitude and self-care practice about diabetes in the aged will be unchanged by Health Education. was rejected by increased the three variables and decreased urine suger level in the experimental group. The second hypothesis that knowledge, attitude and self-care practice about diabetes wouldn't be concerned with each other, was rejected. That is. the three variables and urine sugar levels showed a significant positive relationship with each other but diabetic knowledge to urine sugar level had an insignificant positive relationship. The third hypothesis that the amount of learning Health Education will have no relationships with knowledge. attitude and self-care practice about diabetes. was rejected. That is, the more number of times an elderly person participated in Health Education. they increased their diabetic knowledge. attitude and self-care practice and decreased their urine sugar level. 3. Except for Health Education, an other factor influencing diabetic knowledge was educational level. And an other factor influencing the diabetic attitude was experience of the diagnosis of diabetes. 4. Except for Health Education. the other factors influencing self-care practice were experience of the diagnasis of diabetes, sex and experience of the hospitalization for diabetes. But factors influencing urine sugar level weren't found. Although the results seem to be plausible, this study is not without its problems. In paticular, the sample used is limited in its scope and size. So, more empirical work needs to be done for other diseases as well as diabetes before any general conclusions are to be made.

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Effects of the Doin Gigong Exercise on the Shoulder-Arm Pain in Women (도인기공체조가 여성의 견비통(肩臂痛)에 미치는 효과(效果))

  • Youn, Hyoun-min;Kim, Mi-young;Kim, Yi-soon;Lim, Jin-seob
    • Journal of Acupuncture Research
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    • v.22 no.1
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    • pp.177-190
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    • 2005
  • Objective : This study intends to identify the effects of the Doin Gigong Exercise on the shoulder-arm pain in Women. Methods : The study was performed with nonequivalent control group pretest-posttest design. A total of 45 subjects were divided into 25 persons in experimental groups and 20 persons in contrastive group by convenience sampling. The data were collected by using questionnaires and measured values from June, 2004, to August, 2004. Results : The results of the study are as follows: 1. The homogeneity testing revealed that most study variables were equally distributed between experimental and control groups. 2. The first hypothesis: The experimental group who performed the Doin Gigong Exercise and who decreased on the subjective symptom scale was supported(t=10.245, p=.000). 3. The scond hypothesis : The experimental group who received Doin Gigong Exercise and who decreased on the subjective pain(VAS) was supported(t=6.816, p=.000). 4. The third hypothesis: The experimental group who received Doin Gigong Exercise and who decreased on the muscular stiffness measured techniques(UNIQUE) was supported (t=7.114, p.000). Conclusions : Based on the results described above, it is considered that the Doin Gigon Exercise is clearly effective in all an values of the 5 measured. Therefore, the Doin Gigong Exercise can be thought of as effective nursing intervention for the reduction of shoulder-arm pain in women.

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A Predictive Model of Health Promotion Behavior in Nursing Students (간호대학생의 건강증진행위 예측모형)

  • Oh, Jae-Woo;Moon, Young-Sook
    • Journal of Digital Convergence
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    • v.12 no.10
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    • pp.391-403
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    • 2014
  • This study seeks to carry out a literary review of preceding studies and the health improvement model of Pender(1987) on university students majoring in nursing to explain the health improvement behaviors and identify the factors that affect their activities to provide a framework for developing a more effective nursing mediation method that promotes health improvement behaviors. The study subjects were 204 university students majoring in nursing who have had clinical practice experience. The period for data collection was from April 1to May 30, 2014 and a total of 204 copies of the questionnaire were used for analysis. For the collected data, frequency analysis, percentage, ANOVA, t-test and correlation analysis were conducted using SPSS, LISREL, and path analyss was done for hypothesis testing. The overall index of hypothesis model showed a good congruence as ${\chi}^2=.06$(p=.812), df=1, ${\chi}^2(df)=.000$, GFI=0.97, AGFI=1.0, SRMR=.002, NFI=0.947, NNFI=0.957, RMSEA=0.016, CN=266. Looking at the verification of the hypothesis presented in the model, the variables that affect health improvement behaviors were perceived disability, perceived self-efficacy, perceived social support, while stress from clinical practice, perceived health status, persistence and perceived benefits did not affect health improvement behaviors.