• Title/Summary/Keyword: Causal Model Analysis

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The intrinsic motivation of child welfare workers: Modeling its causal relationships with career commitment and turnover intentions (아동복지기관 종사자의 내재적 동기가 경력몰입을 통해 이직의도에 미치는 영향)

  • Kang, Hyun Ah
    • Korean Journal of Social Welfare Studies
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    • v.42 no.4
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    • pp.445-468
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    • 2011
  • Based on the framework of self-determination theory and past relevant literature, the study develops and estimates a causal relationship between intrinsic motivation, career commitment, and turnover intention. The study utilizes data from a cross-sectional survey conducted on 353 child welfare workers of the fields of foster care, child protective services, and child residential care all over the country. The study relies on Structural Equation Modeling(SEM) method. The results of Confirmatory Factor Analysis indicate the validity of measurement model. The results of SEM tests show a good fit of the proposed model. Controlling the level of salary and the working hours of the workers, the model reveals that intrinsic motivation is positively related to career commitment, and that career commitment is negatively related to turnover intention. In other words, the effect of intrinsic motivation on turnover intention is mediated by career commitment. Implications of the findings for practice and study limitations are discussed.

The Analysis of Export-led Growth in the U.S. Economy: An Application for Agricultural Exports by 50 States (미국 경제의 수출견인성장에 대한 분석: 50개 주(州)의 농산물 수출을 중심으로)

  • Kang, Hyunsoo
    • International Area Studies Review
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    • v.15 no.1
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    • pp.107-133
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    • 2011
  • This paper aims to analyze the causal relationships between agricultural exports and economic growth in the U.S. economy by 50 states. Using the annual data from 1973 to 2007, the theoretical methodologies based on the export-led growth (ELG) model under the static model, the impulse response function (IRF) and forecast error variation decomposition (FEVD) under the vector autoregressive (VAR) model, and the Granger causality test. The results show the causal relationship between agricultural exports and economic growth at the states' level. Especially, the ELG hypothesis is strongly supported in the case of 16 states (HI, ID, KS, MD, MI, MN, NJ, NC, ND, OK, OR, RI, SD, TX, WA, and WI) and is also weakly supported in the case of 31 states. Therefore, the agricultural exports are important factor of developing in the U.S. economy, and furthermore some states (located in coastal area and breadbasket) indicate the strong evidence for agricultural exports-led growth.

A Study on the Philosophical Analysis Model and its Methodological Application of Information Systems Research.Evaluation - A Critical Realist Approach - (정보체계 탐구.평가의 철학적 분석 모델과 그 방법론적 활용: 비판 실재론적 접근)

  • Ko, Chang-Taek
    • The Journal of Information Systems
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    • v.16 no.4
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    • pp.131-155
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    • 2007
  • The purpose of this thesis is to study on the philosophical analysis model and its methodological application of information systems research evaluation from critical realist perspective. Fist of all, I examine ontological epistemological methodological assertions of critical realism. Because the philosophy of critical realism is an opportunity for information systems study. I examine Dobson and Mutch's critical realist perspective on actors-structure model. I suggest a critical realist actors-praxis-structure model. This model provides the potential for a new approach to social investigations in its provision of an ontology for the analytical separation of structure and agency. Of most importance might be the incorporation of non-humans into the analysis of social interaction and of technology into the elaboration of structures. I also examine Tsoukas's critical realistic meta-theory of management. I suggest a critical realist IS management model. This model elucidate the nature of management and delineate the scope of applicability of various perspectives on management. The causal powers of management reside in the real domain and, taken together, their logics are contradictory, the effects of their contradictory composition are contingent upon prevailing contingencies. I analyze Carlsson's theory of design knowledge. His framework builds on that the aim of IS design science research is to develop practical knowledge for the design and realization of different classes of IS initiatives, where IS are viewed as socio-technical systems and not just IT artefacts. The framework proposes that the output of IS design science research is practical IS design knowledge in the form of field-tested and grounded technological rules. The IS design knowledge is developed through an IS design science research cycle. In conclusion, I think that IS actors-praxis-structure model, meta-theoretical IS management model, and IS design knowledge model according to critical realistic approach are very useful for IS research evaluation. Nevertheless, important problems are left not resolved.

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Measuring the Effect of Disgust with Meat Mediating the Factors Influencing Meat Consumption (육류 소비에 영향을 미치는 요인들을 매개하는 육류 혐오감의 효과 평가)

  • Bae, Seong-Sik;Kang, Jong-Heon
    • Journal of the Korean Society of Food Culture
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    • v.22 no.4
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    • pp.414-419
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    • 2007
  • The purpose of this study was to measure the effect of disgust with meat mediating the factors influencing meat consumption. Structural equation model was used to measure the causal relationships among constructs. The structural analysis Result of the data indicated excellent model fit. The effects of moral concerns for animals, meat texture and satiety from meat on disgust with meat were statistically significant. The effects of color in meat and negative body esteem on disgust with meat were not statistically significant. As expected, disgust with meat had a significant effect on meat consumption. Moreover, disgust with meat played a mediating role in the relationship between moral concerns for animals and meat consumption. Disgust with meat played a mediating role in the relationship between satiety from meat and meat consumption. Disgust with meat did not play a mediating role in the relationship between color in meat and meat consumption. Disgust with meat did not play a mediating role in the relationship between body esteem and meat consumption. In conclusion, based on structural analysis, a model was proposed of interrelations among constructs. It should be noted that the original model was modified and should, preferably, be validated in future research.

Influencing and Mediating Factors in Health Behaviors among Stroke Patients (뇌졸중 환자의 건강행위에 대한 영향요인 및 매개요인)

  • Kim, Min Kyeong;Lee, Hye Ryun;Kwon, Ju Yeon;Oh, Hyun Soo
    • Korean Journal of Adult Nursing
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    • v.25 no.6
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    • pp.610-621
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    • 2013
  • Purpose: The study was designed to identify influencing and mediating factors of health behaviors of stroke patients based on the hypothetical model constructed in this study. Methods: Non-experimental correlational research design was used. One hundred and five stroke patients were conveniently selected from one university hospital located in Incheon. Data were collected with survey and analyzed by path analysis to examine the significant influencing and mediating factors of health behaviors in stroke patients. Results: Age, diagnosis, disability in ADL, knowledge related to health behavior, and self-efficacy had significant direct causal influences on health behavior. And it was shown that knowledge and self-efficacy mediated influence of cohabitation status with family( whether or not living together with family) on health behavior. Self-efficacy also mediated influence of knowledge on health behavior. Conclusion: From the results, it was proposed that providing knowledge related to health behavior and enhancing self-efficacy by educating skill necessary for health behaviors and promoting health related beliefs might increase health behavior particularly for stroke patients living together with family.

Analysis of Relational Structure among Service Failure-related Variables in the Beauty Service Industry (미용 서비스 산업에서 서비스 실패 관련 변인들 간의 관계구조분석)

  • Kim, Seong-Ah;Yoo, Tai-Soon
    • Journal of the Korean Society of Costume
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    • v.63 no.3
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    • pp.46-60
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    • 2013
  • With a goal of establishing a marketing strategy which allows businesses to hold a dominant position in beauty service industry, this study has attempted to investigate causal relations among behavioral intentions by customer satisfaction once service recovery strategy is recovered depending on customers' emotional responses against service failure. In order to provide relevant data to make correct decisions during management and marketing planning so that better customer satisfaction can be achieved in the beauty service industry, the results of the previous studies on service failure and recovery strategy in the beauty service industry have been examined. Then after selecting i) the efforts to recover service failure, ii) satisfaction after recovery and iii) behavioral intention after satisfaction as causal variables, the relation among these variables were verified using a structural equation model. As a result, an appropriate recovery strategy which is developed after service failure makes customers have positive behavioral intentions when customer satisfaction is achieved just as described in previous studies. Furthermore, it is a critical fact which helps businesses keep their customers in a mature market, where it is hard to attract new customers and create long-term profit. This study empirically supports information on how service failure and related variables occur in the beauty service industry. It is significant in that it has helped beauty service providers build service recovery-related strategies.

The Effect of Weather Information System'Quality Factor on User Satisfaction and Business Performance (기상정보시스템 품질요인이 이용자 만족과 사업성과에 미치는 영향)

  • Song, Gwangsuk;Kim, Gyuwhan;Yoo, Hanjoo
    • Journal of Korean Society for Quality Management
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    • v.45 no.1
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    • pp.93-116
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    • 2017
  • Purpose: The purpose of this study is to suggest a key quality factor affecting user satisfaction based on quality attribute of weather information system and additionally, a managerial implication for activating weather information service market by analyzing causal relevance between weather information system and business performance. Methods: As its method, a causal relevance of quality factor of weather information system affecting satisfaction and business performance was analyzed by using structural equation model. An enterprise utilized in analysis sample performed a survey by targeting 186 distribution/logistics and general manufacturing company. Results: It was revealed that information, service quality of weather information system exerted a significant influence on user satisfaction and it did not take a significant influence on business performance in terms of quality of information, system and service. A significant relevance between user satisfaction and business performance was strong supported. Finally, it was revealed that utilization level of weather information system had a moderating effect on business performance. Conclusion: Domestic weather information system mainly focused on information utilization based weather information system and additional service level utilizing weather information is very low in practical terms. Therefore, in order to expand domestic weather related service market, systematic market expansion strategy of providing corporate customized service and case enlargement would be required.

Analysis of Causal Relationship among Performance Factors of Quality Management in Korean Public Enterprises : Using Malcolm Baldrige Non-profit Criteria (공기업 품질경영 성과요인간의 인과관계 분석에 관한 연구: 제조분야 및 의료분야와의 비교를 중심으로)

  • Moon, Jae-Young;Lee, Sang-Chul;Lee, Dong-Ki;Suh, Young-Ho
    • Journal of Korean Society for Quality Management
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    • v.37 no.1
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    • pp.10-19
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    • 2009
  • The objective of this study is to analyze the causal relationship among Non-profit Criteria of the Malcolm Baldrige National Quality Award(MBNQA) and to compare the casuality among company, hospital and non-profit organization field. The survey instrument consists of 94 questions from the seven categories of the MBNQA. Structural Equation Modeling (SEM) is used to analyze the empirical data and estimates the path coefficients among the MBNQA categories. The result of our research is as follows, First, the Leadership effects on as a driver of all factors. Secondly, the positive effect of the Foundation on the Direction and the System categories, Finally, the positive influence of the Direction on the System categories of the MBNQA model. In this study, most hypothesis are statistically significant.

An Empirical Study on Top Management's Leadership in Construction Quality Management Activities and Construction Quality Management Performance (최고경영자의 리더십이 건설품질경영활동과 건설품질경영성과에 관한 실증연구)

  • Cho, Jin-Ho
    • Journal of Korean Society for Quality Management
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    • v.45 no.3
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    • pp.403-426
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    • 2017
  • Purpose:?The purpose of this study is to analyze the causal relationship between top management 's leadership and construction quality management activities that affect construction management performance based on construction quality management. Methods:?As its method, the causal relationship between the leadership of top management and the key management factors of construction quality management activities affecting management performance is analyzed by using the structural equation model. The construction companies used in the analysis sample conducted surveys on companies that are conducting ISO, KOSHA, OHSAS, DQC, and so on. Results:?It was revealed that top management's leadership has a great influence on management performance and all management factors of construction quality management activities. However, safety management does not affect the management performance of construction quality management activities. And top management's leadership on management performance are explained by the mediating effect of cost, time, quality and communication among management factors of construction quality management activities. Conclusion:?In the previous study, the quality management activities and the ISO - based integrated total quality management system (TQM) applied in the manufacturing or service industries were presented as empirical results. However, this study presents the results of different studies by presenting empirical study results by selecting time, cost, quality, safety and communication as key management factors of quality management activities of construction companies through reviewing and analyzing previous studies in construction field.

The Effects of Contact Intensity and Relationship Termination Cost as Mediators of Long-Term Relational Retention -Focusing on Relationship between Fashion Retail Store and Customer- (장기적 관계유지의 매개변인으로서 접촉강도와 관계단절비용의 효과 -패션점포와 고객간의 관계를 중심으로-)

  • Ju, Seong-Rae;Chung, Myung-Sun
    • Journal of the Korean Society of Clothing and Textiles
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    • v.31 no.7
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    • pp.1107-1118
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    • 2007
  • Relationship marketing research has traditionally focused on the relationship among customer satisfaction, trust, and customer commitment, while assuming that the causal relationship of customer $satisfaction{\rightarrow}trust{\rightarrow}commitment$ is well understand. However, recently many scholars argue that customer satisfaction, trust, commitment can not explain long-term orientation fully, and suggest the need for more extensive researches investigating the determinants of long-term relational retention. The purpose of this study was to explained the relationship development process through the mediation effect of contact intensity and relationship termination cost between customer satisfaction and trust, and between trust and commitment, and an analysis the causal relationship among these variables. The results were as follows. First, the customer satisfaction had both direct and indirect effects on trust mediated by contact intensity. Second, the trust had both direct and indirect effects on commitment mediated by relationship termination cost. Third, the commitment influenced long-term orientation. Finally, the empirical results confirmed that the model add to the concept of mediation with contact intensity and relationship termination cost plays a strong, central role in explaining relationship development process between customer and fashion retail stores.