• Title/Summary/Keyword: empirical factor analysis

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The Relationship between High-performance Work Systems and Organizational Innovation Performance: Investigating the Roles of Human and Customer Service Competencies (고성과작업시스템과 조직 혁신성과 간 관계: 인적 역량과 고객 대응 역량의 조절효과를 중심으로)

  • Park, Jisung;Ok, Chiho
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.21 no.6
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    • pp.325-331
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    • 2020
  • Even though numerous studies on the relationship between high-performance work systems (HPWSs) and organizational performance have been conducted over the past three decades, empirical evidence is still lacking in the aspects of context and performance. Thus, this study aims to investigate how HPWSs influence organizational performance, especially innovation performance as a key factor to increase the organization's sustainability. In addition, this study examines how human competency and customer service competency as crucial conditions to facilitate organizational innovation moderate the relationship between HPWSs and organizational performance. To examine these hypotheses, this study used Human Corporate Capital Panel datasets. The results of longitudinal analyses show that HPWSs positively affected organizational performance, and the two competencies strengthened the positive main effect, as we expected. In the discussion parts, this study suggests implications and limitations.

A study on antecedents of relationship strength in a B2B environment: Focusing on export manufacturing corporations (B2B 관계강화에 영향을 미치는 선행요인에 관한 연구: 수출 제조기업을 중심으로)

  • Choi, Jong-Hwa;Lee, Hyun Ju;Kang, Gi-Du
    • International Commerce and Information Review
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    • v.16 no.4
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    • pp.3-34
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    • 2014
  • Nowadays to thrive on the intensively competitive environments based on drastic and rapid technical evolutions, exporting manufacturing companies need to keep very stable relationship with suppliers. Thus, analyzing key factors of strengthening relationship with suppliers in a B2B environment is important. In this regard, this study develops a research model to deeply understand key antecedents of relationship strength between B2B companies. Relationship quality was considered as the key factor affecting to the relationship strength. This study considers relationship satisfaction, trust, and relationship commitment as the factors of relationship quality. Moreover, technical service quality and relational service quality were considered to be the antecedents of relationship satisfaction, while communication and information exchange, relationship policies and practices, and opportunistic behavior were regarded as the antecedents of trust. The PLS method was applied for the empirical analysis of 107 companies data. The results indicated that the relationship commitment has a significant impact on relationship strength. Moreover, relationship satisfaction and trust had indirectly impact on relationship strength through relationship commitment. Although the quality of technical service quality had a significant impact on relationship satisfaction, relational service quality did not have a significant impact. While communication and information exchange, relationship policies, and practices had positively significant impacts, opportunistic behavior had a negative impact.

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Determinants of Fund Investment Flows: Asymmetry between Fund Inflows and Fund Outflows (펀드투자 자금흐름의 결정요인: 유입자금과 유출자금은 대칭적인가?)

  • Shin, Inseok;Cho, Sungbin
    • KDI Journal of Economic Policy
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    • v.36 no.4
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    • pp.33-69
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    • 2014
  • We investigate determinants of fund investment flows using Korean equity investment funds. Unlike previous studies which analyzed net-flows (inflow minus outflow), we analyze fund investment inflows and outflows separately that should properly reflect investors' fund selection and redemption decision. We find similar effects of past return, fund age on net-flows to existing studies based on US market data. The analysis of determinants of inflows shows that inflows are related to past return, fund age and sales fee as net-flows. In contrast, outflows are found to behave quite differently from inflows. Apparently, asymmetry exists between fund investment inflows and outflows at the Korean fund selection market. Specifically, high past returns increase fund investment inflows while increase, rather than decrease, fund outflows. Moreover, 'convexity' is detected both in inflows and outflows: higher past returns accelerate outflows as well as inflows. Effects of sales fee also differ between inflows and outflows. In the 'affiliated' fund sample, sales fee is negatively related to inflows while positively related to outflows. In the 'unaffiliated' fund sample, sales fee is positively related to inflows, but no significant relationship exists with outflows. Empirical findings of this paper imply that the rational investor's fund selection view cannot provide a consistent explanation of the Korean fund selection market. In particular, the positive and convex relationship between past returns and fund outflows is inconsistent with the rational investor view. The fact that investor's fund investment appears to display 'disposition effect', which has been reported by studies of individual investors' stock investment behaviour suggests that the behavioral finance view should be a part of explanation for the Korean fund selection market. In addition, the strikingly different patterns between the 'affiliated' funds and the 'unaffiliated' funds, imply that brokers' incentive structure is another prevailing factor for fund investment flows.

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Effect of Wellness Components on the Quality of Life and Subjective Happiness of Workers with Disabilities (웰니스 요인이 장애인근로자의 삶의 질과 주관적 행복감에 미치는 영향)

  • Lee, Min-hee
    • Journal of Digital Convergence
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    • v.16 no.8
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    • pp.361-371
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    • 2018
  • This study is an empirical study on the effect of wellness factors on the quality of life and subjective happiness of disabled workers, and aims to contribute to living a healthy life by experiencing wellness in the real life. This study used raw data of the 8th employment panel survey for the disabled, and explored factors such as physical wellness, emotional wellness, social wellness, cognitive wellness, and occupational wellness through exploratory factor analysis. And the wellness factors have a significant effect on the quality of life and subjective happiness of the disabled workers. The results showed that the five wellness factors had a positive (+) effect on the quality of life and subjective happiness of the disabled. Also, the quality of life has a significant effect on subjective happiness. In conclusion, it was confirmed that the quality of life and subjective happiness were improved only when the wellness of the disabled workers was increased. In the future, it is necessary to develop a wellness program suitable for the type of disability and to develop indicators that can be applied to real life situations.

The Use of Inappropriate Antibiotics in Patients Admitted to Intensive Care Units with Nursing Home-Acquired Pneumonia at a Korean Teaching Hospital

  • Kim, Deok Hee;Kim, Ha Jeong;Koo, Hae-Won;Bae, Won;Park, So-Hee;Koo, Hyeon-Kyoung;Park, Hye Kyeong;Lee, Sung-Soon;Kang, Hyung Koo
    • Tuberculosis and Respiratory Diseases
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    • v.83 no.1
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    • pp.81-88
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    • 2020
  • Background: Use of appropriate antibiotics for the treatment of pneumonia is integral in patients admitted to intensive care units (ICUs). Although it is recommended that empirical treatment regimens should be based on the local distribution of pathogens in patients with suspected hospital-acquired pneumonia, few studies observe patients admitted to ICUs with nursing home-acquired pneumonia (NHAP). We found factors associated with the use of inappropriate antibiotics in patients with pneumonia admitted to the ICU via the emergency room (ER). Methods: We performed a retrospective cohort study of 83 pneumonia patients with confirmed causative bacteria admitted to ICUs via ER March 2015-May 2017. We compared clinical parameters, between patients who received appropriate or inappropriate antibiotics using the Mann-Whitney U, Pearson's chi-square, and Fisher's exact tests. We investigated independent factors associated with inappropriate antibiotic use in patients using multivariate logistic regression. Results: Among 83 patients, 30 patients (36.1%) received inappropriate antibiotics. NHAP patients were more frequently treated with inappropriate antibiotics than with appropriate antibiotics (47.2% vs. 96.7%, p<0.001). Methicillin-resistant Staphylococcus aureus was more frequently isolated from individuals in the inappropriate antibiotics-treated group than in the appropriate antibiotics-treated group (7.5% vs. 70.0%, p<0.001). In multivariate analysis, NHAP was independently associated with the use of inappropriate antibiotics in patients with pneumonia admitted to the ICU via ER. Conclusion: NHAP is a risk factor associated with the use of inappropriate antibiotics in patients with pneumonia admitted to the ICU via the ER.

The Color Characteristics of Vintage Fashion - Focused on Paris Pr$\hat{e}$t-$\grave{a}$-Porter Collections, from 2003 to 2008 - (빈티지 패션의 색채 특성에 관한 연구 - 2003~2008년 파리 프레타포르테 컬렉션을 중심으로 -)

  • Yang, Jung-Hee;Park, Hye-Won
    • Journal of Fashion Business
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    • v.14 no.1
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    • pp.86-105
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    • 2010
  • Vintage fashion is a lot influenced by colors because an emotion is transmitted via images of "old feeling", "worn-out feeling" and "faded feeling" etc. Colors are visual sensation occurring at a time when lights stimulate an eye, which is a representative factor which humans first perceive when they touch objects. And colors in clothing function as a critical element which indicates an individual's impression and character as well as aesthetic sensation. In this study, I examined on the theoretical consideration and aesthetic characteristics via the previous literature on vintage fashion and colors. As an empirical study, I investigated on the colors of vintage fashion appearing in Pr$\hat{e}$t-$\grave{a}$-porter Collections, Paris from Spring/Summer, 2003 to Fall/Winter 2008. As a way for study, I investigated into the total 197 vintage fashion photos and calculated their RGB values by using photoshop. And I converted the values of the colors extracted into H V/C values by using Munsell Conversion Version 9.0.6 and analyzed on Munsell System of 10 Color Notation and the PCCS colors, classifying a color scheme by visual sensation measurement. The result of analyzing on the concept of vintage fashion and its color characteristics is as follows; Vintage fashion made an appearance the most in 2003 and 2004 and its colors appeared a lot in Y, YR, R and PB lines. Color tone concentrated on black and white, achromatic color and low chroma colors in a grayish line, chromatic color. Thus, the study found that colors suitable for a "worn-out", "faded" and "old" image are properly reflected in vintage fashion rather than a clear and bright background. In a color scheme, I found contrast color and same color appearing a lot, which gave an unharmonious feeling and a smack of the country. The study reveals that the color characteristic of vintage fashion is relatively diverse and complex in color, color tone or shade and color scheme, which shows a color trend which reflects a non-constructive and complex coordination characteristic instead of a standardized simple and clear image.

The Analysis of Efficiency and Productivity in the Korean and Japanese Railways: A Stochastic Cost Frontier Approach (확률적 비용변경 접근법을 이용한 한국과 일본 철도산업의 효율성과 생산성 분석)

  • Park, Jin-Gyeong;Kim, Seong-Su
    • Journal of Korean Society of Transportation
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    • v.25 no.6
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    • pp.141-157
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    • 2007
  • This paper evaluates the effects of privatization and deregulation on the firm-specific efficiency and total factor productivity (TFP) growth in the Korean and Japanese railways. Using a stochastic frontier approach and a generalized translog functional form, the paper specifies the equation system consisting of a multiproduct variable cost function and input share equations which is estimated with Zellner's iterative seemingly unrelated regression and the corrected least squares method. The Korean and Japanese railway firms are assumed to produce three outputs (Shinkansen passenger-kilometers, incumbent railway passenger-kilometers, ton-kilometers of freight) using three input factors (labor, fuel, maintenance and rolling stock). A monetary value of the ways and fixed installations held by the railroad firm is also included as a quasi-fixed input. The empirical results indicate that the average estimate of cost inefficiency is 2.57% for the total sample and on the average, JNR and JR Kyushu are found to be worst efficient while the most efficient railway firm in the sample is JR West. Also the cost efficiency levels of seven JRs have been improved after the reform and privatization of JNR. The findings also indicate that TFP growth of the privately-owned JRs are higher than those of the government-owned KNR and JNR. Three-island JRs and JR Freight have slightly higher TFP growth than Honshu JRs as well. Thus, the results suggest that managerial autonomy and increased competition via deregulation have improved efficiency and TFP growth.

A Study on the Effects of Organizational Citizenship Behaviour on Employee Engagement and the Intention to quit (조직시민행동이 종업원 인게이지먼트 및 이직의도에 미치는 영향)

  • Hue, Je In
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.20 no.11
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    • pp.402-415
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    • 2019
  • This study explores the effect that unresearched organizational conduct has on employee engagement (job immersion) as a cause variable and the results from it. Major results identified in an empirical analysis are as follows. First, the main causes of organizational citizenship behavior (such as altruism, conscientious behavior, moral behavior, participatory behavior, and fair play) are shown to not affect job immersion. In other words, conscientious, participatory, and fair behavior affects job immersion, with participatory behavior having the greatest impact. Second, employees' concentration in an organization was only affected by participatory behavior and fair play behavior from among the factors of organizational citizenship behavior, only more so. That is, it has been shown that some of the causes of organizational citizenship behavior, including participatory behavior and fair play behavior, affect employee inter-behavior, and some of them are more influential than others. Third, the only factor that influences the intention to switch jobs among the organizational citizenship behavior is participatory behavior. In other words, altruism, conscientiousness, politeness, and fair play behavior do not affect the way people move from job to job. Participation in organizational citizenship behavior and fair play may affect employee inter-behavior, and the more influential participatory behavior may also affect the intention to relocate.

The Impact of the Organizational Culture Type Perceived by Cabin Crews on Job Stress: Focusing on the Mediating Effect of Empowerment (캐빈승무원이 지각한 조직문화 유형이 직무스트레스에 미치는 영향: 임파워먼트의 매개효과를 중심으로)

  • Park, Hye Sun;Kim, Jin Ah
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.21 no.11
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    • pp.715-727
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    • 2020
  • For the empirical analysis in this study, 335 cabin crews from large airline companies and budget airlines were interviewed using self-reporting questionnaires. The data was analyzed using the SPSS 23.0 and AMOS 23.0. First, of the organizational culture types, the relationship-oriented culture, hierarchy-oriented culture, and task-oriented culture were found to have negative impacts on job stress. Second, the innovation-oriented organizational culture, relationship-oriented culture, and hierarchy-oriented culture were found to have positive impacts on empowerment. Third, empowerment was found to have a negative impact on job stress. Fourth, as for the mediating effect of empowerment, the innovation-oriented culture, relationship-oriented culture, hierarchy-oriented culture, and task-oriented culture were verified to be all significantly mediated by empowerment in their relationship with job stress. As a result, it was shown that cabin crews of airline companies found their work more fun, interesting, and valuable in an organizational structure that was more oriented toward flexibility, rather than the hierarchical, task-oriented cultures that are more focused on control and order. It was also found that empowerment was a mediating factor in the relationship between organizational culture and job stress.

A Study on the Effects of Visual Aesthetics and Usability of Web Site Design on their Performance (웹사이트 디자인의 시각적 요소와 유용성이 성과에 미치는 영향에 관한 연구)

  • Kim, Seung-Kyung;Lee, Jae-Kwan
    • Journal of the Korean Operations Research and Management Science Society
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    • v.32 no.2
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    • pp.17-40
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    • 2007
  • Most research on web site design has focused on technological factors, while visual aesthetic factors have been considered less important. In contrast, this study focuses on visual aesthetic factors in web site design. Findings of this study can be summarized as follows : (1) The result of SPSS-factor analysis shows that there are 3 distinct factors, 'classical aesthetics', 'expressive aesthetics', and 'usability' 'Classical aesthetics' and 'expressive aesthetics' can be described by visual aesthetic design, 'Visual aesthetic design' can be distinguished from 'usability'. This conceptual confusion relating to 'usability' and 'visual aesthetic design' can be clarified by these findings. (2) As a result of multiple regression analyses, 'classical aesthetics', 'expressive aesthetics', and 'usability' have a positive influence on 'interactivity' and 'web site evaluation'. This research clarifies the concepts of 'expectations' of Grier [18] and 'engagement' of Rosen and Purinton [33] as the 'interactivity' between users and web sites. Furthermore, this research suggests a valid model with high $R^2$(interactivity, 48% : web site evaluation, 68%). (3) Empirical tests show that the differences among users in 'entry point' are related to the characteristics of web sites and the personal characteristics of users. The differences among users in terms of 'scanning time' are closely related to the attitudes and evaluation tendencies of users with respect to web sites. These findings could contribute to the 'search phase' of the Faraday model [16], enabling it to be more precise and extensible. The managerial implication of this study is that customers' preferences regarding web site designs are differences, as their preferences are based on their individual characteristics. Therefore, marketing managers should consider promotional tools on web sites that are relevant to the target market. An optimal strategy for web design could be a carefully-selected combination of factors that are relevant to the 'interactivity' and 'evaluation' of web sites. Additionally, if marketing managers want to attract more favorable attitudes and more affirmative evaluations from users, web sites should be designed so that they are understood more quickly by users. finally, this study suggests that 'good design' for web sites depends on understanding how to attain the appropriate balance between 'classical aesthetics' and 'expressive aesthetics', based on the target customer.