• Title/Summary/Keyword: Causal Relationship Analysis

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Relationship among Brand Value Propositions, Brand Attitude and Brand Attachment considering Consumer Involvement (소비자 관여도를 고려한 브랜드 가치 제공, 브랜드 태도, 브랜드 애착의 관계)

  • Kim, Gyu-Bae;Kim, Byoung-Goo
    • Journal of Distribution Science
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    • v.14 no.2
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    • pp.103-111
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    • 2016
  • Purpose - Many variables are needed for brand loyalty such as brand attitude, brand attachment, brand love and brand commitment. Thus, we should manage these all variables successfully for strong and differentiated brand equity. This study aims to identify the process of how the brand value propositions affect the brand attitude and brand attachment. This study specially conceptualizes that not only utilitarian value and hedonic value influence the brand attitude but also hedonic value influences the brand attachment. This study focuses on the moderating role of consumer involvement such as cognitive involvement and affective involvement in the causal relationships among brand value propositions, brand attitude, and brand attachment. Research design, data, and methodology - The five hypotheses were proposed and tested in this study. Three hypotheses were about the relationship among the brand value propositions(utilitarian value and hedonic value), brand attitude, and brand attachment. The other two hypotheses were about the moderating effect on consumer involvement in the causal relationships among brand value propositions, brand attitude, and brand attachment. Research data were collected from the students of universities located in Daejeon-Si and Chungchungnam-Do. For the purpose of test the hypotheses empirically, the 208 responses were used. We utilized SPSS18.0 for statistical analysis such as reliability test, factor analysis, and regression analysis. Results - The results show that the utilitarian value and hedonic value have influence on the brand attitude positively. The results also show that the hedonic value has influence on the brand attachment positively. We found that there is a moderating effect on the cognitive involvement in the relationship between the utilitarian value and the brand attitude. However, there is no moderating effect on the affective involvement in the relationship between the hedonic value and brand attachment. In Summary, 4 of 5 hypotheses in this study were supported and 1 hypothesis was not supported. We should identify the reason why the hypothesis 5, the moderating effect of the affective involvement in the relationship between the hedonic value and brand attachment, was rejected in this empirical analysis. Conclusions - Both the utilitarian value and the hedonic value that propose a brand are important for brand attitude. Specially, the hedonic value is important for brand attachment. Companies should provide the consumers with both the utilitarian value and the hedonic value in a balanced way for their favorable brand attitude and strong brand attachment. In the retail industry, the balance between the utilitarian value and the hedonic value is important in that there are many product brands and store brands providing consumers with various benefit and values. Also, there are possibilities that the causal relationships among brand value propositions, brand attitude and brand attachment are moderated by consumer involvement such as cognitive involvement and affective involvement. Companies should understand and consider consumer involvement for their efficient and effective brand management decision making.

A Study on Improvement of Organizational Culture of the Members of Manufacturing and Service industry Quality Control : Focused on Mediation Effect of Job Satisfaction (제조업과 서비스업 품질관리 종사원들의 조직문화 개선에 관한 연구 : 직무만족의 매개변수를 중심으로)

  • Lee, Chul Woo;Shin, Yong Ho;Shang, Meng;Ryu, Young Shin
    • Journal of Korean Society for Quality Management
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    • v.48 no.1
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    • pp.29-50
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    • 2020
  • Purpose: Targeting the members of manufacturing and Service industry Quality Control team this study is going is to carry out research about whether the outcome of OCB(Organizational Citizenship Behaviors) and organization can be brought about by organizational culture that is suitable for them. this study tries to identify the direct・indirect causal relationship between these variables and OCB by selecting organizational culture as a leading variable and job satisfaction as a parameter. Methods: SPSS 22.0 was used for data analysis and AMOS 18.0 statistical program for structural equation model analysis. For the descriptive statistics this study verified reliability analysis, feasibility analysis, structural equation model analysis, research hypothesis, and mediating effects. Results: As a result of path analysis estimating the regression coefficients for the linear structure analysis of the correlations between variables for the hypothesis verification, the rational culture among the organizational culture types of the manufacturing Quality Control team showed a positive (+) effect on the job satisfaction, and hierarchical culture has negative(-) effect on job satisfaction. Conclusion: This study suggested that the composition and friendly behavior of desirable organizational culture has a very close relationship in connection between job satisfaction and OCB by examining the causal relationship between OCB for improvement activities for organizational culture by establishing the organizational culture and job satisfaction of the manufacturing Quality Control team.

An Analysis of How Rural Experience Influence on Rural Perception Changing and Migration Settlement (농촌체험이 농촌인식의 변화와 이주정착에 미치는 영향분석)

  • Jo, Seonggeol;Eom, Seongjun;Hwang, Sung-Ki;Rhee, Zaewoong
    • Journal of The Korean Society of Agricultural Engineers
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    • v.63 no.1
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    • pp.49-60
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    • 2021
  • This paper analyzes causal relationship between rural experience and settlement. Structural Equation Modeling is the combination of factor analysis and multiple regression analysis which can explain causal relation between factors. Rural perception factor has conceptualized positive sector (attitude, values) and negative sector (perceived risk, sentiment). Statistically significant causality results are as follows. People think about migration into rural when they have high level of attitude about rural but fear of rural life make avoid migration into rural. When people have fear of rural life, they also have bad feeling about rural infrastructure and facility. Attitude of rural, values of rural and low fear of rural life gives positive influence to satisfaction. Satisfaction gives positive influence to migration into rural.

The Perceived Causal Structure Model on Stress Experienced by Nursing Students during Clinical Practice (간호학생의 임상실습스트레스에 관한 인지적 인과구조모형)

  • Park, Mi-Young
    • The Journal of Korean Academic Society of Nursing Education
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    • v.10 no.1
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    • pp.54-63
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    • 2004
  • The purpose of this study is to identify the factors that influence stress experienced by nursing students and to provide a perceived causal structure model among these variables. The ultimate goal of this study is to develop efficient guidance to clinical nursing education in this population. This study intends to apply perceived causal structure: network analysis method which was developed by Kelly(1983), and has been applied in nursing research. This method is selected to show dynamic relationship of stressor using network method. Data was collected from convenient sample of 186 junior college nursing students who had the clinical practice experience during 10 weeks. Data collection and analysis was conducted in 2 steps from December, 9, 2002 to February, 8, 2003. Step 1.: Data was collected using literature review(10 articles) to identify the causes of stress. Nine causes of stress were extracted. Step 2.: As perceived casual structure network study, data was collected using questionnaires which included 9 extracted cause and stress. The questionnaire contained a 10 X 10 grid table with 10 causes and effects printed. In network analysis, 'Yes' was scored as 1, 'No' was scored as 0, and the mean(maximum 1, minimum 0) was calculated. Construction of the network under inductive eliminative analysis which stopped the construction of the network when the consensual agreement level dropped near 50% was proceeded by adding causes in order of the mean rating level. In this study, construction of the final network was stopped by consensual agreement level of 52% of the total subjects. The results are summarized as follows : Step 1: Investigation of the causes of stress ; The extracted causes of stress from quality data was identified 9 categories ; negative nurse, lack of clinical practice opportunity, ambiguous role, negative patient, lack of nursing knowledge and skill, difficult of personal relations, inefficient clinical practice guidance, gap of theory and practice, lack of support. Step 2 : Construction of the perceived causal structure model ; 1) The most central cause of stress is ambiguous role in the systems of causation. 2) The distal cause of stress is inefficient clinical practice guidance 3) The causes that have a number of outgoing link are negative nurse, ambiguous role. 4) The causes that have a number of incoming link are ambiguous role, gap of theory- practice, lack of clinical practice opportunity, lack of nursing knowledge- skill. 5) There is a mutual relationship between stress and difficult of personal relations, stress and ambiguous role, ambiguous role and negative nurse, ambiguous role and lack of clinical practice opportunity, ambiguous role and lack of nursing knowledge-skill, lack of nursing knowledge-skill and gap of theory- practice. In conclusion, the network suggests that the first centre cause is related on ambiguous role and the second on negative nurse, inefficient clinical practice guidance in the systems of causation

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Causality of Consumer-Brand Relationship Variables in Global Brand and the Effects of Moderating Variables (글로벌 브랜드에서 소비자-브랜드 관계 변수들의 인과관계 및 조절변수들의 효과)

  • Kim, Gyu-Bae;Kim, Byoung-Goo
    • Journal of Distribution Science
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    • v.15 no.2
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    • pp.121-132
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    • 2017
  • Purpose - There are many variables related to consumer-brand relationship such as brand attitude, attachment, commitment and brand loyalty and we should manage these all variables successfully to achieve a strong brand loyalty. The objective of this research is to investigate the path from brand attitude and brand attachment to brand commitment and brand loyalty. Specially, this article focuses on the moderating effects of brand type and consumer innovativeness in the causal relationships between variables. Research design, data, and methodology - The seven hypotheses were proposed and tested empirically in this research. Three of seven hypotheses were the effects of brand attitude and brand attachment on the brand commitment and brand loyalty. Another two hypotheses presented the moderating effect of brand type and other two hypotheses expressed the moderating effect of consumer innovativeness in the causal relationships between variables. Research data were collected from the surveying of university students and the 282 samples were used to test the proposed hypotheses empirically. We utilized SPSS 20.0 and AMOS 20.0 for statistical analyses such as reliability test, validity test and path analysis. Results - The results show that brand attitude influences the brand loyalty and brand attachment influences the brand commitment positively. The brand attachment also influences the brand commitment positively. We found that there is a moderating effect of brand type in the causal relationship between brand attitude and loyalty though there is no significant moderating effect in the causality between brand attachment and commitment. We also fount that there is no significant moderating effect of consumer innovativeness in the causal relationships among brand attitude, brand attachment, brand commitment and brand loyalty. In Summary, 5 of 7 hypotheses in this study were supported and 2 hypotheses were not supported. Conclusions - There is a path model of consumer-brand relationship from brand attitude and brand attachment to brand commitment and brand loyalty. Companies should provide their consumers with effective marketing program in every phase of consumer-brand relationship to build brand loyalty. In addition, there are possibilities that the relationships among brand attitude, brand attachment, brand commitment and brand loyalty are moderated by brand type and consumer innovativeness. Companies should consider perceived brand type and innovativenss of their consumers in planning and executing their various marketing programs for their brand management.

Comovement and Forecast of won/dollar, yuan/dollar, yen/dollar: Application of Fractional Cointegration approach and Causal Analysis of Frequency Domain (한·중·일 환율 사이의 움직임 분석 - 분수공적분과 진동수영역의 인과성 -)

  • Jung, Sukwan;Won, DooHwan
    • International Area Studies Review
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    • v.21 no.2
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    • pp.3-20
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    • 2017
  • Traditional co-integration analysis method is known to be difficult to clearly determine the relationship between the cointegrated variables. This study utilizes a fractional cointegation method and a causal analysis of time and frequency domain among the exchange rates of Korea, China and Japan. The results show that even though traditional cointegration methods did not clarify the existence of cointegration, exchange rates were fractionally cointegrated. Causal analysis of time domain and frequency domain provided somewhat different results, but the yen/dollar was useful for forecasting won/dollar and yuan/dollar. Proper use of causal analysis of frequency domain and fractional cointegration emthods may provide useful information that can not be explained from the traditional method.

Relationship between psychological wellbeing of social welfare facility workers and their organizational commitment

  • Kwak, Mi-Kyung;Cho, Sung-Je
    • The Journal of Korea Institute of Information, Electronics, and Communication Technology
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    • v.11 no.6
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    • pp.711-717
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    • 2018
  • The purpose of this study is to identify the relationship between psychological wellbeing of social welfare facility workers and their organizational commitment. The subjects of this study were 230 social welfare facility workers in OO city, Gyeongsangbuk-do, Korea. Analysis was conducted using the SPSS program, including frequency analysis, reliability analysis and correlation analysis, and regression analysis on the causal relationship between variables. The results of the study showed that the psychological wellbeing of social welfare facility workers had a meaningful effect on their emotional commitment, continuous commitment and normative commitment. These results confirmed that the higher the psychological wellbeing of social welfare facility workers, the higher the sub-factors of organizational commitment, such as emotional, continuous, normative commitment, resulting in positive effects on the achievement of goals and values that are pursued by the welfare facilities. This study aims to become foundational data for the improvement of working conditions to improve psychological wellbeing of social welfare facility workers to increase organizational commitment.

Structural Causal Relationships among Service Image, Service Satisfaction, Emotional Commitment and Customer Loyalty in Hospitals: Moderating Effects of Relationship Proneness (병원의 서비스이미지, 서비스만족, 감정적 몰입 및 고객충성도 간 구조적 인과관계: 관계성향의 조절효과)

  • Cho, Hyoungrae;Choi, Chul-Jae
    • Korea Journal of Hospital Management
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    • v.23 no.1
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    • pp.65-77
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    • 2018
  • The purpose of this study is to examine the structural causal relationships between service image, service satisfaction, affective commitment, and customer loyalty to customers who have experienced hospital medical services, and to identifies the mediating effect of relationship proneness in explaining the effects of service image, service satisfaction, and affectivel commitment on customer loyalty. For this study, 250 respondents were surveyed and data were analyzed using SPSS 21.0 and AMOS 20.0 statistical package. Statistical analysis tools, such as SPSS 21.0 and AMOS 20.0 were utilized for ensuring the validity and the reliability, whereas the SEM method was used for testing the research hypothesis. The results of study are as follows. Service image had significant influence on service satisfaction and emotional commitment. First, Service satisfaction was significant for emotional commitment and customer loyalty, and emotional commitment had a significant effect on customer loyalty. Therefore, the path relations between variables were all statistically significant. Second, there was differences the moderating effect of the relationship proneness in the effects of service satisfaction, service image and affective commitment on customer loyalty. In other words, the moderating effect of the relationship tendency was consistent with the research hypothesis and the adjustment effect was significant in the relationship between service satisfaction and customer loyalty. However, there was no control effect in relation to service image and customer loyalty and affective commitment and customer loyalty. Therefore, In order to secure long-term and stable profits by establishing a relationship with their customers, the medical service marketing strategies of hospitals should be promoted to enhance customer loyalty by raising the level of service satisfaction to high relationship proneness group and by raising the the level of affective commitment to low relationship proneness group.

Analysis of Health Promotion Lifestyle and Causal Factor in Korea (한국인의 건강증진 생활양식 및 관련요인에 관한 분석 (1978년 이후 발표된 학위논문을 중심으로))

  • Kim Eun-sook
    • Journal of Korean Public Health Nursing
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    • v.13 no.1
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    • pp.12-24
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    • 1999
  • In Korea. the investigation were related of health promotion is actively expanded Since 1990. We analysed the characteristics of the theses for an academic degree. relate to lifestyle of health promotion. have published since 1980. According to age group. analysing causal factors affection the health-promotion and will sugesting for health promotion program strateges. The results were summarized as follows: 1. Health promoting caocept is related to health locus of control. self respect. perceived health status. self ifficacy and gender role. 2. Among health promoting lifestyle. emotional support, self-realizationhygienic lifestyle were significantly positive. and the older. the lesser health-promoting complicnce. 3. Causal factors affecting the health-promoting lifestyle were identified health promoting behaviors wire affected by demographic factors which were gender. age. marrige status. education level. relision. vocation. job satisfaction. economic status and by social support factors which were familiarity. family function personal relationship. gender role. 4. In school age. daily lifestyle behaviors were significantly positive. middle and high schllo age froup were affected by stress. nutrition. social support. self-realization were causal factors explaining health promoting behavior of middle age and old age but. there was problems of exercise behaviors. therefore. the need to develop a health education program for the all age group to improve the health-promoting lifestyle.

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Exploring the Impact of Pesticide Usage on Crop Condition: A Causal Analysis of Agricultural Factors

  • Mee Qi Siow;Yang Sok Kim;Mi Jin Noh;Mu Moung Cho Han
    • Smart Media Journal
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    • v.12 no.10
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    • pp.29-37
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    • 2023
  • Human lifestyle is affected by the agricultural development in the last 12,000 years ago. The development of agriculture is one of the reasons that global population surged. To ensure sufficient food production for supporting human life, pesticides as a more effective and economical tools, are extensively used to enhance the yield quality and boost crop production. This study investigated the factors that affect crop production and whether the factors of pesticide usage are the most important factors in crop production using the dataset from Kaggle that provides information based on crops harvested by various farmers. Logistic regression is used to investigate the relationship between various factors and crop production. However, the logistic regression is unable to deal with predictors that are related to each other and identifying the greatest impact factor. Therefore, causal discovery is applied to address the above limitations. The result of causal discovery showed that crop condition is greatly impacted by the estimated insects count, where estimated insects count is affected by the factors of pesticide usage. This study enhances our understanding of the influence of pesticide usage on crop production and contributes to the progress of agricultural practices.