• Title/Summary/Keyword: Individual Risk Model

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Effects of Entrepreneur Characteristics and Software Innovativeness on Performance of Software Company: The Moderating Effects of Institutional Pressure (기업가 특성이 소프트웨어 혁신성 및 기업성과에 미치는 영향과 제도적 압력의 조절효과)

  • Choi, Moonjong;Lee, Dongman
    • The Journal of Information Systems
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    • v.22 no.4
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    • pp.23-48
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    • 2013
  • This study shows that a sustainable competitive advantage and entrepreneurial characteristics are necessary for a software company to achieve competitive innovation and growth. This study investigates various software company characteristics and the effects of various company factors as its main research objectives. The data used in this research model were collected from software companies in South Korea. A total of 211 questionnaires were collected over a period of two months in 2013. EXCEL, AMOS, and SPSS were used to derive the study results. The hypothesis testing results of this study are as follows. First, a software company's entrepreneurial innovativeness and risk-taking behaviors have a positive influence on software innovativeness. A greater sense of innovativeness and entrepreneurial orientation leads to a higher propensity to take risks in software development. Second, the characteristics of software innovativeness, and flexibility have a significant influence on software company performance. Innovation during the initial periods of software usage can create a high demand for improvements and new features, requiring a flexible software design. Finally, this study analyzes the software features of entrepreneurial characteristics and the influence of institutional factors on the characteristics of individual innovativeness and software development. Entrepreneurial characteristics can affect governmental or institutional support, policies, and legal frameworks to promote the role of software innovativeness. The results of this study imply that software companies can adopt an entrepreneurial approach to promote technology development and product development for achieving a competitive advantage in the industry. This study also analyzes the environmental factors that affect the software industry and their implications for policy makers.

The Factors Determining on the Employment Rate of Men Aged 55~64 in 15 OECD Countries (OECD 15개국 중고령 남성의 취업률 결정요인)

  • Ji, Eun-Jeong
    • Korean Journal of Social Welfare
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    • v.63 no.2
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    • pp.233-260
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    • 2011
  • This study intends to analyze the trend of employment rate of men aged 55~64 in 15 OECD countries from 1980 to 2005. Furthermore, this study means to examine the determinants of men aged 55~64 in 15 OECD countries to support the labor force participation among them. The analysis is based on the data of OECD, ILO and LIS. The analysis method is Arellano and Bond(1981)'s difference GMM which used instrumental variables by dynamic panel model which estimates state dependency of labor market participation and individual panel's heterogeneity. The main results from this analysis are summarized in three points. First, the employment rates of men aged 55~64 had decreased until the middle of the 1990s, while that has been increasing since 1995. Second, the sate dependency strongly worked in the employment rates of 55~64 men and positive period effect was observed for 1980~2005. This study cannot find the pull effect of public pension, while labor market push effect have negatively affected. Third, temporary work rates had contributed to increase the employment rate of men aged 55~64 for 1996~2005. The poverty has become the mechanism of the labor.

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Dietary and modifiable factors contributing to hyper-LDL-cholesterolemia prevalence in nationwide time series data and the implications for primary prevention strategies

  • Baik, Inkyung
    • Nutrition Research and Practice
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    • v.14 no.1
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    • pp.62-69
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    • 2020
  • BACKGROUND/OBJECTIVES: A number of studies examined secular trends in blood lipid profiles using time series data of national surveys whereas few studies investigated individual-level factors contributing to such trends. The present study aimed to examine secular trends in dietary and modifiable factors and hyper-LDL-cholesterolemia (HC) prevalence and evaluate their associations using time series data of nationwide surveys. SUBJECTS/METHODS: The study included 41,073 Korean adults aged ≥ 30 years from the 2005, 2007-2009, 2010-2012, 2013-2015, and 2016 Korea National Health and Nutrition Examination Surveys. Stepwise logistic regression analysis was performed to select significant factors associated with HC, which was defined as serum LDL cholesterol levels ≥130 mg/dL. RESULTS: The following factors showed a positive association with HC (P < 0.05): for men having higher body mass index (BMI), being married, having an office job, and consuming higher dairy and vegetable oil products; for women having higher age or BMI, having no job or a non-office job, not in a low-income household, and consuming higher dairy products. In the given model, the 2016 survey data showed that a 2 kg/㎡ reduction in BMI of obese persons resulted in a decreased HC prevalence from 30.8% to 29.3% among men and from 33.6% to 32.5% among women. CONCLUSIONS: Based on these findings, it is suggested that primary prevention programs should advocate having proper BMI for Korean adults with a high-risk of HC. However, whether discouraging consumption of dairy and vegetable oil products can reduce HC prevalence warrants further studies with a prospective longitudinal design.

An Empirical Study on the Effect of International Standards Management System Integration on Business Performance - Focused on Quality, Environment and Health & safety management system- (국제표준 경영시스템 통합이 경영성과에 미치는 영향에 대한 실증적 연구 - 품질, 환경 및 안전·보건 경영시스템 중심으로 -)

  • Kim, Yeun Sung;Suk, Ho Sam;Sung, Do Kyong
    • Journal of Korean Society for Quality Management
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    • v.45 no.4
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    • pp.781-810
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    • 2017
  • Purpose: This paper studied about the integration for management system of representative international standard related to sustainable development. The well-known International standards such as ISO 9001, ISO 14001 and OHSAS 18001 (ISO 45001) can be operated in accordance with the organizational situation individually, or in a variety of ways of integration. It can be applied to help organizations utilizing the newly established "ISO IEC Directive Part1 Annex SL", when integrating quality, environmental and safety & health management systems based on international standards. Methods: We conducted an empirical survey of management executives and experts to study how three factors (management systems, organizational capabilities and integration methods) could affect business performance. Results: The questionnaire was analyzed using AMOS structural equation model. Quality, environmental and safety and health management systems affected management performance, and integration methods of management system affected business efficiency, risk performance and financial performance. Integration method is also important because organizational competence affects various aspects of integrated management. However, factors that affect integration should also be considered in terms of organizational capabilities. This is because organizational capacity influences the integration plan. Conclusion: To integrate the document system at the strategic level, management should actively participate in integrated operations to integrate organizations, eliminate duplicate tasks, and foster document integration experts to reflect the characteristics of individual standard. In the case of document integration, quality management is focusing, but once ISO 45001 is issued, the use of Annex SL is increasing, and Quality, environment and safety & health integration will also be expanded. It is possible to increase the effect of integration by strategically approaching and establishing organization document system rather than simple integration according to management system standard arrangement.

Determinants and Outcomes of Radical Product Innovations by Korean Firms (한국기업의 급진적 제품혁신의 영향요인과 결과)

  • Moon, Byeong-Joon
    • Journal of Global Scholars of Marketing Science
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    • v.16 no.4
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    • pp.13-38
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    • 2006
  • This study is concerned with the factors that influence the radicalness of new product development by firms. The innovativeness of firms' new product development differs in their frequency and radicalness. Based on previous research on product innovations, this study provides a hypothetical model that links firms' internal variables and external relations variables to the radicalness of product innovation, which in turn is linked to marketing performance. For an empirical analysis, the data were collected from South Korean firms. The result of this study provides evidence that the stronger is firms' management attitude toward risk taking, marketing competency, and technical competency, the higher is the possibility of radical product innovation. It also shows that, contrarily to the hypothesis, firms with collective reward system rather than individual reward system are more likely to develop radically new products. This study also shows that the better are firms' R & D collaboration with suppliers and interfaces with customers, the higher is the possibility of radical product innovation.

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Eurasia Initiative and East Sea Rim Maritime Community (유라시아 이니셔티브와 환동해권 전략)

  • Kang, Tae-Ho
    • Strategy21
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    • s.37
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    • pp.144-176
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    • 2015
  • In September 2013, President Park Geun-hye announced her controversial "Look North" policy, of which the most salient aspect is the "Eurasia Initiative". This comprises various proposals designed to overcome existing constraints by developing new markets and creating new economic partners in continental areas from which South Korea has been alienated since the end of World War II, and this dovetails nicely with China's One Belt, One Road Initiative. The concepts of the "Silk Road Rail Express (SRX)" and the "East Sea Rim Maritime Community (ESRMC)" have also been discussed. SRX is at present a purely symbolic railroad project intended to encourage individual, cultural, trade and diplomatic exchanges. ESRMC is a model for establishing an ad hoc community to promote regional economic cooperation around the East Sea. President Park's Eurasia Initiative will provide South Korean investment for the Northeast to complement Russian plans, like the "Northern Energy Road" being built by Gazprom, and Chinese plans, like the Chang-Ji-Tu Development Plan for the North Korean port of Rajin. China's trade, as well as its energy and food supplies, pass through the Strait of Malacca and the Indian Ocean, and are thus vulnerable to interdiction by India or the US. China is therefore trying to reduce its exposure geopolitical risk by establishing a network of corridors between the Belt and the Road to provide alternative paths. The "China-Pakistan Economic Corridor" and the "China-Myanmar Economic Corridor" provide such connections, and South Korea hopes that SRX and ESRMC can become part of a "China-South Korea Economic Corridor". This concept could do much to revitalize the underdeveloped northern provinces of China and Russia's Far East, not to mention North Korea. By linking up the Trans-Siberian Railway, the Trans-China Railway, the Trans-Mongolian Railway and the Trans-Korean Railway all these Asian countries will be connected to one another, and ultimately to Europe. An interim connection between China and South Korea using a rail-ferry has also been proposed.

Estimating uncertainty in limit state capacities for reinforced concrete frame structures through pushover analysis

  • Yu, Xiaohui;Lu, Dagang;Li, Bing
    • Earthquakes and Structures
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    • v.10 no.1
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    • pp.141-161
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    • 2016
  • In seismic fragility and risk analysis, the definition of structural limit state (LS) capacities is of crucial importance. Traditionally, LS capacities are defined according to design code provisions or using deterministic pushover analysis without considering the inherent randomness of structural parameters. To assess the effects of structural randomness on LS capacities, ten structural parameters that include material strengths and gravity loads are considered as random variables, and a probabilistic pushover method based on a correlation-controlled Latin hypercube sampling technique is used to estimate the uncertainties in LS capacities for four typical reinforced concrete frame buildings. A series of ten LSs are identified from the pushover curves based on the design-code-given thresholds and the available damage-controlled criteria. The obtained LS capacities are further represented by a lognormal model with the median $m_C$ and the dispersion ${\beta}_C$. The results show that structural uncertainties have limited influence on $m_C$ for the LSs other than that near collapse. The commonly used assumption of ${\beta}_C$ between 0.25 and 0.30 overestimates the uncertainties in LS capacities for each individual building, but they are suitable for a building group with moderate damages. A low uncertainty as ${\beta}_C=0.1{\sim}0.15$ is adequate for the LSs associated with slight damages of structures, while a large uncertainty as ${\beta}_C=0.40{\sim}0.45$ is suggested for the LSs near collapse.

Relationship between the Leisure Activities of People with Disabilities and the Mental Health -Using the National Survey of People with Disabilities in 2017- (장애인의 여가활동 경험과 정신건강과의 연관성 - 2017년 장애인 실태조사 자료를 이용하여 -)

  • Hong, Hwayoung;Kim, Jongdeok;Shin, Jaeseung;Kim, Jae-Hyun
    • Korea Journal of Hospital Management
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    • v.24 no.3
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    • pp.27-37
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    • 2019
  • Purpose: The Purpose of this study is to provide basic data for solving mental health problems of people with disabilities by analyzing the relationship between leisure activities and the mental health. Methods: We used the chi-square test and the logistic regression model to analyze the data of the National Survey of People with Disabilities in 2017. 6,437 responses of secondary processed data were used in the analysis, Socio-economic, health behaviors and risk variables that affect the mental health of people with Disabilities were used as control variables. Result: As a result of the analysis, People with disabilities who are satisfied with their leisure activities have less depression for two weeks and less suicidal impulses (Depression: [OR]=1.80 p-value<.0001, Suicide Impulse: [OR]=2.26 p-value<.0001). In the case of the experience of leisure activities, some significance was relevant to depression for two weeks (Depression: [OR]=1.65 p-value=0.0052). Conclusion: In order to improve mental health of people with disabilities, it is necessary to provide opportunities for participation in leisure activities by improving the socioeconomic status of them. In addition, a high quality leisure program should be provided that meets the individual's needs to increase the satisfaction of leisure activities for people with disabilities.

Store Sales Prediction Using Gradient Boosting Model (그래디언트 부스팅 모델을 활용한 상점 매출 예측)

  • Choi, Jaeyoung;Yang, Heeyoon;Oh, Hayoung
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.25 no.2
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    • pp.171-177
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    • 2021
  • Through the rapid developments in machine learning, there have been diverse utilization approaches not only in industrial fields but also in daily life. Implementations of machine learning on financial data, also have been of interest. Herein, we employ machine learning algorithms to store sales data and present future applications for fintech enterprises. We utilize diverse missing data processing methods to handle missing data and apply gradient boosting machine learning algorithms; XGBoost, LightGBM, CatBoost to predict the future revenue of individual stores. As a result, we found that using median imputation onto missing data with the appliance of the xgboost algorithm has the best accuracy. By employing the proposed method, fintech enterprises and customers can attain benefits. Stores can benefit by receiving financial assistance beforehand from fintech companies, while these corporations can benefit by offering financial support to these stores with low risk.

Dietary Intake of Soy Products, Vegetables, and Dairy Products and Gastric Cancer Survival according to Histological Subtype: a Long-term Prospective Cohort Study

  • Kwak, Jung Hyun;Park, Chan Hyuk;Eun, Chang Soo;Han, Dong Soo;Kim, Yong Sung;Song, Kyu Sang;Choi, Bo Youl;Kim, Hyun Ja
    • Journal of Gastric Cancer
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    • v.21 no.4
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    • pp.403-417
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    • 2021
  • Purpose: Owing to differences in the general characteristics of gastric cancer (GC) according to histological type, the association of GC risk factors, such as diet, may also differ depending on the histological type. We investigated the associations between individual and combined intake of soy products, vegetables, and dairy products and GC mortality by following up cases of death among Korean GC cases and whether these associations differ according to the histological type. Materials and Methods: A total of 508 GC cases were enrolled from two hospitals between 2002 and 2006. Their survival or death was prospectively followed up until December 31, 2016, through a review of medical records and telephonic surveys. Finally, 300 GC cases classified as intestinal- or diffuse-type GC cases were included. The median follow-up period was 7.1 years. Results: In the fully adjusted model, a high intake of soy products (hazard ratio [HR], 0.43; 95% confidence interval [CI], 0.19-0.96) and the combination of soy products and vegetables (HR, 0.34; 95% CI, 0.12-0.96) or soy products and dairy products (HR, 0.37; 95% CI, 0.14-0.98) decreased the mortality from intestinal-type GC. In particular, patients consuming various potentially protective foods (HR, 0.23; 95% CI, 0.06-0.83) showed a highly significant association with a lower mortality from intestinal-type GC. However, no significant association was found with diffuse-type GC. Conclusions: High intake of potentially protective foods, including soy products, vegetables, and dairy products, may help increase survival in intestinal-type GC.