• Title/Summary/Keyword: Services and Insurance Company

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The Impact of Social Network Service, Trust and Cognition on Customer Loyalty in Internet Shopping

  • Sun, Han-Gil
    • 정보관리연구
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    • 제42권2호
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    • pp.211-234
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    • 2011
  • The development of information technology improves the globalization of the world economy. This change was able to expand the cyber space, and the online community known as the cyber community is made within the existing offline community. From the cyber community's activity, the concept of social network services created, and recently developed social computing. Social computing is the current situation and the next step in the online community. Currently, most CIOs are using social computing for workplace empowerment. As online transactions become more active, the strategy to increase customer loyalty in Internet shopping is an effective tool to increase profit for the company, and as a method to maintain competitive. With the growth of electronic commerce, through insurance of customer loyalty on the Internet, a company can establish a long-term relationship with customers, so for this, it is important to have reliable relationship with customers. Also, through advertisement and commercial information, the cognition of Internet shopping looks can be effective in retaining customers. In this study, it explores how social computing and trust and cognition of Internet shopping are effective in maintaining customer loyalty. As the result of study, the trust and cognition of Internet shopping are significantly effective on customer loyalty, but the sense of social computing. Still, social computing has not matured enough to be as effective in retaining customer loyalty. However, it does indicate that social computing has significantly increased the trust and cognition in Internet shopping. In this study, as the concepts of the social network service and social computing are applied in Internet shopping, which are actively discussed by scholars, it is expected that the basis of the study could improve and present the idea of social shopping.

유전정보 차별금지의 법적문제 - 외국의 규율 동향과 그 시사점을 중심으로 - (Legal and Regulatory Issues in Genetic Information Discrimination - Focusing on Overseas Regulatory Trends and Domestic Implications -)

  • 양지현;김소윤
    • 의료법학
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    • 제18권1호
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    • pp.237-264
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    • 2017
  • 인간게놈프로젝트의 시작과 함께 그 사회적 부작용의 하나로 거론되었던 '유전정보 차별'의 문제가 아직 우리나라에서 크게 부각된 적은 없다. 그러나 2016년 6월 30일부터 시행된 "생명윤리 및 안전에 관한 법률"이 의료기관이 아닌 유전자검사기관의 유전자검사를 예외적으로 허용하자, 국내의 한 보험회사가 신규 암보험 가입자를 대상으로 DTC 유전자 검사를 별도의 무료 서비스로 제공하겠다고 하여 유전자 검사와 관련된 사회적 변화를 실감케 한 바 있다. 정밀의료가 의료의 새로운 표준으로 성큼 다가온 현 시점에서 유전정보 차별에 관한 규율은 더 이상 미룰 수 없는 문제가 되었다. 우리나라는 생명윤리법 제46조, 제67조에서 유전정보를 이유로 한 차별의 금지와 그 위반행위에 대한 벌칙을 규정하고 있지만, 이러한 광범위한 원칙 규정만으로는 보험, 고용 등 구체적인 유전정보 활용 영역에서의 문제점들을 충분히 해결할 수 없다. 미국, 캐나다, 영국, 독일은 상이한 방식으로 유전정보 차별의 문제를 다루고 있다. 미국의 "Genetic Information Non-Discrimination Act"의 경우, 건강보험과 관련된 부분은 기존의 법에 유전정보 차별금지에 관한 내용을 추가하는 형식을 취하고 있다. 또 개인과 그 가족의 유전자 검사 결과 외에 '가족력'까지 포함하여 유전정보의 범위를 매우 넓게 규정하고 있다. 캐나다는 2017년 비교적 최근에 법을 제정하였는데, 보험과 고용 외에 '상품이나 서비스의 거래'에까지 적용범위를 확장하고 있다. 영국은 유전자 검사 중 '개인의 예측적 유전자 검사'에 대해서만 다루고 있는데, 보험의 경우 영국정부와 보험협회의 '협약'을 통해 유전정보의 활용을 2019년까지 유예하는 방식으로 규율하고 있고, 고용의 영역은 ICO가 만든 'Employment Practices Code(2011)'가 기준으로 활용되고 있다. 독일은 유전자 검사에 관한 법 "Gesetz ${\ddot{u}}ber$ genetische Untersuchungen bei Menschen"에서 고용과 보험에서의 유전자 검사 및 그 결과 제출 요구의 원칙적 금지를 규정하고 있다. 이와 같이 각 나라마다 규율형식, 적용범위 뿐만 아니라 규율의 실효성에 대한 평가도 매우 상이하다. 이러한 점에 비추어 보았을 때 우리나라의 유전정보 차별에 관한 규제 역시 관련 규정의 검토, 전문가 집단의 참여 및 이해관계자의 협력을 통해 여러 규제안의 장 단점을 충분히 검증한 후 입법의 단계로 나아가는 것이 바람직할 것이다.

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병원중심 가정간호사업 관리대상범위 확대를 위한 기초연구 (A Preliminary Study for Expending of Hospital-Based Horne Health Care Coverage - Focused on Accident Inpatients Who has the Workers Compensation Insurance -)

  • 이숙자;이진경;유호신
    • 가정간호학회지
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    • 제6권
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    • pp.5-18
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    • 1999
  • This study was attempt to encourage for developing on rehabilitation delivery system and programs as a substitute service instead of hospitalization for accident patients at work, such as hospital based home health care nursing service. It needs vary substitutes service of hospitalization to curtail the length of stay for inpatients who were hospitalized with workers compensation insurance. It focused on developing an estimation of early discharge day of accident inpatients based on a detail statement of treatment for 115 inpatients who were hospitalized at General Hospital in 1997. This study has four specific purpose as follows. First, to find out the status of health service utilization. Second, to estimate the early discharge days and income increasing effect based on the early discharge for those patients. Third, to identify the factors to affect total medical expenditure and the length of stay for those inpatients. Forth, to figure out the need of utilizing home health care nursing service for accident patients. In order to analyze of the length of stay and medical expenditure for inpatients who were hospitalized due to the accident, the authors conducted with micro-analysis and macroanalysis from medical records and medical expenditure records. Micro-analysis was done by nominal group discussion of 4 expertise with the critical criteria. such as a decrease in the amount of treatment after surgery, treatments, tests, drugs and changes in the tests consistency, drug methods, vital signs, start of ROM exercise, doctor's order, patient's outside visiting ability, stable conditions. In addition to identify affected variables for medical expenditure. the length of stay and income effect due to early discharge day, the data was analyzed with multiple regression analysis and linear regression analysis model by SPSS-PC for windows and Excell program. Results of this study as follows. First, the mean length of stay was 37.1 days, whereas the mean length of stay due to early discharge was 28.2 days at the hospital. The estimation of early discharge days were shown that depends on the length of stay. The longer length of stay, the longer length of early discharge days, such as under 7 days length of stay patients was to estimated the mean length of stay was 4.9 days and early discharge days was 4.6. whereas the mean length of stay was 122.6 days and early discharge days was 92.0 respectively. The mean medical expenditure per day were found to be 133.409 Won. whereas the mean medical expenditure per day was shown negative linear trends according to the length of stay at the hospital. The estimation results of the income effect due to 11 early discharge days per bed was around 2,150,000 won. However, it means not the real benefits from early discharge, but the income increasing amount without considering medical prime cost in general hospital. Therefore, it needs further analysis on the cost containments and benefits under the considering as well turn over rates per bed as the medical prime costs. The length of stay was most significant and the sign was positive to the total medical expenditure, as expected. Surgery and patient's residential area also an important variable in explaining medical expenditure. The level of complications was most significant variable in explaining the length of stay. The level of the needs on horne health care nursing service which can be used for early discharge accident patients were shown very high. The needs distribution varied from 65.5% of patients and 88.9% of caregivers, to 96.4% of doctors, and 99.1% of nurses. In addition horne health nurse responded that they can be managed the accident inpatients from early discharge. From these research findings. the following suggestions has been drawn it needs to develop strategies on rehabilitation delivery system in order to focused on consumer's side which is planned for 21 century health policy in Korea. Vary intermediate facilities and horne health care would have been developed in the community based for comprehensive rehabilitation services as a substitutes of hospitalization for shortening the length of stay of hospitalizations. In hospital based horne health care nursing service, it's available immediately to utilize for the patients who wanted rehabilitation services as a substitutes of hospitalization under the cooperations with workers compensation insurance company.

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사전 세분화를 통한 고객 분류모형의 효과성 제고에 관한 연구 (Improving the Effectiveness of Customer Classification Models: A Pre-segmentation Approach)

  • 장남식
    • 경영정보학연구
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    • 제7권2호
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    • pp.23-40
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    • 2005
  • 시장에서의 경쟁이 점차 심화되고 서비스나 상품에 대한 고객들의 요구와 기대치가 증가함에 따라 기업들에 있어 과학적인 데이터 분석에 근거한 경영전략 수립 및 실행의 필요성이 어느 때보다 크게 강조되고 있다. 그러나 인적자원과 및 자금 등을 포함한 가용자원은 한정적이기 때문에 이들 자원을 얼마나 효율적으로 사용하여 효과적인 결과를 획득하는가가 기업 성패를 좌우하는 주요 지표가 되고있다. 본 연구에서는 선택과 집중적 자원 배분이라는 이슈에 초점을 맞춰 사전 세분화를 통해 선정된 고객 군만을 대상으로 고객의 특성을 파악하고 관리하는 방안이 전체 고객을 대상으로 하는 것보다 보다 의미가 있다는 것을 실제 현업데이터를 통해 검증하고자 하였다. 이를 위해 카드사, 이동통신사, 보험사의 고객 인적데이터 및 거래데이터를 수집하였고, 통계분석과 현업전문가의 의견을 수렴해 고객 세분화를 수행하였으며, 각 세분 군별로 데이터마이닝의 의사결정나무 기법을 이용해 해지모형을 구축하여 전체 고객을 대상으로 한 모형과 정분류율과 규칙의 간결성 측면에서 비교 평가하였다. 결과적으로 세분 군별 해지모형이 전체 고객대상 모형에 비해 정분류율은 높거나 비슷한 수준을 유지하면서 보다 간결하고 의미있는 규칙을 제공하였다.

세계 주요 컨테이너 해운기업의 전략적 제휴의 현황과 그 생성원인에 관한 연구 (An Analysis on Situation and Causes of Strategic Alliance Major Container Liner Company in the World)

  • 이태우;김광희;이광희
    • 한국항해학회지
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    • 제21권3호
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    • pp.1-18
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    • 1997
  • From the beginning of 1990s , also in the shipping industry, especially liner shipping industry competition has been more intensive and difference of the service quality among shipping companies has been learned . On the other hand, a shipping company has some limitations to do its international mission for itself just by broadening service area. For this reason, the necessity for the global strategi alliance among the shipping companies, which is orginally aimed at sharing of facilities and organixation, has been developed. Through strategic alliance, liner shipping companies do not need to input the additional capitals to increase the material assets such as vessel capacity and spread the risk by the enlargement of the market. Also, they can secure the competitive edge through efficient utilizaton of assets. The purpose of strategic alliance of Hanjin Shipping Ltd., can be summarized as follows ; broadening of service area, cost reduction through vessel sharing, realization of rationalized shipping service by terminal and equipment or facilities sharing. Liner strategic alliances are agreement among liner companies to pol their equipment , andterminals for joint operations and services in which each alliance partner continues to serve its market using jointly operated or used inland feeders,inland terminals, port terminals, and mainline fleets of ship as well as joint pools of containers and equipment. Strategic alliances are generally more formal agreements than consortia and impose longer term and far reaching obligation on their members. It also acts as one in developing and advancing the strategic aims of the alliance members. The most important objective for liner strategic alliances is cost reduction and improvement in capital asset utilization. Main aims of strategic alliance drawn in this paper, can be enumerated follows : 1. improvements in service frequency and quality : 2. improvements in vessel and equipment utilization and thereby reductions in fixed and variable cost ; 3. improvements in market shares and high value cargo booking ; 4. reductions in intermodal storage and port terminal throughput costs ; 5. improvements in negotiating powers with ports and feeder transport providers ; 6. reduction in financial and other fixed costs such as insurance; 7. coordination and integration of MIS and EDI systems and service for greater efficiency and market penetration ; and, 8. improvements in logistic chain management and economic of scale by equipment depot, terminal, and vessel sharing.

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핀테크 서비스에서 지각된 고객 지향성이 고객 의도에 미치는 영향: 기술수용 모델을 중심으로 (The Effect of Perceived Customer Orientation on the Customer Intention in Fintech Service: Focused on the Technology Acceptance Model)

  • 최진용
    • 경영정보학연구
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    • 제23권1호
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    • pp.93-113
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    • 2021
  • 서비스 지향성과 고객 지향성은 서비스 기업의 성공을 결정짓는 서비스 기업내 중요한 자산으로 인식되고 있다. 그러나 이들 지표는 서비스 제공 경험을 토대로 한 서비스 기업 내부의 자가 진단을 통해 평가된다. 그렇기 때문에 모바일 앱 등 비대면 채널을 기반으로 금융서비스를 제공하는 핀테크 기업의 경우 자사의 서비스 지향성이나 고객 지향성을 평가하기가 쉽지 않은 것이 사실이다. 이에 본 연구에서는 고객의 평가를 통해 서비스 지향성과 고객 지향성을 평가할 수 있도록 지각된 고객 지향성을 개념화하였다. 그리고 기술수용 모델을 기반으로 지각된 고객 지향성에 영향을 미치는 선행요인과 후행요인에 대해 실증하였다. 이를 위해 지각된 이용 편의성과 유용성, 지각된 고객 지향성, 고객의 지속 이용의도와 구전의도로 구성된 설문에 대해 핀테크 서비스를 이용한 고객들을 대상으로 설문을 실시하고 구조방정식을 통해 개념간 인과관계를 실증하였다. 그 결과 지각된 이용 편의성과 유용성, 고객의 지속 이용의도와 구전의도간의 인과관계에 있어 지각된 고객 지향성의 매개효과를 확인할 수 있었다. 본 연구는 비대면으로 모든 금융서비스가 제공되는 핀테크 기업의 경영진과 실무진들이 자사의 서비스 지향성과 고객 지향성을 고객의 평가를 통해 객관적으로 측정하고 서비스 운영전략 수립에 활용할 수 있는 토대를 마련했다는 점에서 학문적, 실무적 시사점을 제공하고 있다.

한방의료(韓方醫療) 이용자의 질병양상(疾病樣相)과 치료만족도(治療滿足度)에 영향(影響)을 미치는 요인분석(要因分析) (An analysis of factors affecting aspects of disease and satisfied medical treatments for oriental medical users)

  • 안창수;남철현
    • 대한예방한의학회지
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    • 제3권2호
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    • pp.101-128
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    • 1999
  • A study on disease treated at oriental medical treatment facilities (OMTF) and patients' satisfaction levels was conducted in order to figure out why the patients visited oriental medical doctors and the level of satisfaction of the patients for the services offered to them by oriental medical doctors. This study was performed from March 2 through May 31, 1998 by interviewing 1.532 persons living in major and small cities in korea. The results obtained were summarized as follows; 1. The general characteristics of subjects. The highest portion of each part was, 66.9% female, persons in the age group of over 60's 22.7%, high school graduated 34.9%, house wife 30.8%, The married 65.0%, Buddhist 36.9%, maj or city residents 60.2%, company covered insurance benefiter 39.0% and etc. 2. 40.5% of subjects visited OMTF for skeletal and connective tissue diseases. 21.5% for digestive system diseases. 16.2% for respiratory system diseases. 13.3% for circulatory system diseases and 9.0% for neurological problems. 3. 42.7% of males visited OMTF for skeletal and connective tissue diseases, which were the highest and respiratory system disorders, digestive system disorders, circulatory system disorders and neurological diseases in order. 39.4% of females visited OMTF for skeletal and connective tissue disorders which were the highest and other conditions such as digestive system, circulatory, respiratory, and neurological disorders in order. 4. The males with circulatory system disorders were treated by herbal medicine, combination of herbal medicine and acupuncture, only in order. The females with the some conditions above were treated by combination of herbal medicine and herbal medical and acupuncture only in order. The males and females with respiratory system and digestive system diseases were treated by herbal medicine, combination of herbal medicine and acupuncture only in order. But the males and females with skeletal and connective tissue diseases were by acupuncture are the highest in order. 5. The females and persons in the age group of over 60' s and house wife. the not married, the unhealthy persons, residents living in small cities, the persons with high income by medical treatments frequency in circulatory system diseases are the highest. 6, The females, middle school graduated and the married, persons in the age group of over 60's, unemployed, sales and service industry workers, Buddhists, major city residents, the unhealthy persons, the persons with middle income by medical treatments frequency in respiratory system diseases are the highest. 7. The females, persons in the age group of over 60's, under graduated or elementary school graduated, the unemployed and house wife, the unmarried, Buddhists, major city residents, the unhealthy persons, the persons with low income by medical treatments frequency in digestive system diseases are the highest. 8. The males, major city residents, old ages, under graduated or elementary school graduated, go earn officials, people grown in small city, the persons who had health insurance policies, the persons with low income, the unhealthy persons by medical treatments frequency in skeletal and connective tissue disorders diseases. 9. 50.8% of the respondents said that the treatments at the OMTF were very effective. 47.7% of them said that the treatments were effective. The males, persons in the age group of 40's, high school graduates, official workes, the married, the persons who did not have religion, major city residents, the persons who had health insurance policies, the persons with high income and the healthy persons said that the treatment effects at OMTF were satisfactory. 10. The patients' satisfaction rate for OMTF on each disease is, 1st. Musculo-Skeletal system(most satisfied), 2nd. the pregnancy & delivery complications, 3rd. Eye & ophthalmics, 4th. Respiratory system, 5th. Mental & bodily disorder, 6th. Digestive system and etc. 11. The factors affect OMTF are age, satisfaction for OMTF, current disease, religion, efficiency of Oriental Medicine, health condition and etc. This explained power of variable were 39.0%. 12. The satisfied factors for OMTF is correlate to educational level, and economical variables.

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대화식 데이터 마이닝 기법을 활용한 자동차 보험사의 인입 콜량 예측 사례 (A Case Study on Forecasting Inbound Calls of Motor Insurance Company Using Interactive Data Mining Technique)

  • 백웅;김남규
    • 지능정보연구
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    • 제16권3호
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    • pp.99-120
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    • 2010
  • 최근 고객들의 비대면 접점 서비스 이용도가 높아짐에 따라, 비대면 채널은 다양한 데이터의 분석을 통해 고객 만족도를 향상시킬 수 있는 유용한 창구로 인식되고 있다. 이러한 비대면 채널의 대표적 영역으로 콜센터를 들 수 있으며, 콜센터 운영에서 고객 만족도에 가장 큰 영향을 미치는 요소는 상담 인력의 규모인 것으로 알려져 있다. 즉, 일정수준 이상의 고객 만족도를 유지하기 위해서는 충분한 상담 인력을 확보하는 것이 관건이지만, 불필요하게 많은 인력을 확보하는 것은 인건비 측면에서 비용의 낭비를 초래할 수 있다. 따라서 부족하지도 않고 넘치지도 않을 정도의 적정 인력을 산출하는 능력은 콜센터 운영의 핵심 경쟁력으로 인식되고 있으며, 최근 콜센터에서는 적정 인력의 규모를 예측하기 위해 WFM(Work Force Management) 업무 전담 부서를 설치하고 콜량을 정확하게 예측하기 위한 노력을 기울이고 있다. 콜량 예측을 위해 현업에서 주로 사용되는 방법은 담당자의 직관에 의존하는 방법으로, 일정기간의 콜량 평균을 담당자가 주관적 판단에 의해 보정함으로써 이루어진다. 하지만 이러한 방식은 담당자의 주관적 성향에 크게 좌우된다는 한계를 갖고 있어서, 최근에는 다양한 예측 모형을 시스템화한 WFMS(Workforce Management System) 패키지가 널리 활용되고 있다. 하지만 이 시스템은 초기 도입 시 매우 고가의 구축비용이 발생하며, 신규 요인 발굴 시 이를 즉각적으로 시스템에 반영하기 어렵다는 한계점을 갖고 있다. 이를 극복하기 위해 본 연구에서는 데이터 마이닝의 대화식 의사결정나무 기법을 이용함으로써, 객관적이면서도 업무 배경 지식을 충분히 활용할 수 있는 예측 모형을 수립하고자 한다. 또한, 본 연구에서 수립한 모형의 정확성 평가를 위해, 국내 최대 규모의 한 자동차 보험사 콜센터의 4년 8개월 간의 실 데이터를 사용한 실험을 수행하고 그 결과를 제시하였다. 실험에서는 기존의 WFMS와 본 연구에서 제안하는 두 가지 모형인 대화식 의사결정나무 기반의 예측 모형, 일반 의사결정나무 기반의 예측 모형의 세 가지 모형에 대해, 다양한 오차 허용범위 하에서의 사고콜 및 고장콜에 대한 예측 적중률을 평가하였다.

장애인의 보조기 사용에 대한 현황과 만족도에 관한 연구 (A Study on the How the Handicapped Use Orthosis and Their Satisfaction)

  • 김동길
    • 대한물리치료과학회지
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    • 제9권3호
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    • pp.129-140
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    • 2002
  • This study intended to find out how the handicapped use medical aid, their satisfaction at using it and so on. First a preliminary survey(Apr. 20$\sim$24, 2002) was made for the handicapped who had been cured for rehabilitation by wearing medical aid at hospitals and welfare center in Jeonbuk region. Then total 120 subjects were asked to fill out a standardized questionnaire from May 15$\sim$22, 2002. Out of total 95 questionnaires collected, 84 questionnaires were analyzed except for 11 cases unsuitable for the intention of this study. The results can be outlined as follows: 1. In general characteristic, it was found that the causes of disability included disease(35 respondents; 41.7%), traffic accident(23 respondents, 27.4%) and so on. In addition, 1st handicap comprised the majority(32 respondents; 58.2%) in handicap grade and ankle foot orthosis(or b-k orthosis) was most often used as medical aid(28 respondents: 33.3%) 2. In particular, it was also shown that the 1st handicap mainly resulted from traffic accident(15 respondents, 27.3%) and post-disease disability (11 respondents, 20.0%). They wore medical aid for 1 year or less on the average, because they were hospitalized for cure, which showed statistically significant level(P<0.05). 3. It was found that total 69 respondents(82.1%) were more or less satisfied with their medical aids depending on the causes of disability, and total 46 respondents(83.6%) were satisfied with their aids according to their handicap grade, but there were no statistical significance. 4. Total 56(66.7%) respondents answered that they would purchase medical aid on their own expenses, when they became handicapped. And the price of medical aid ranged from $\300,000{\sim}400,000$(25 respondents: 29.8%) to \ 500,000 or more(24 respondents: 28.6%). It means that they purchased more or less expensive medical aid on their own expenses, which showed statistical significance(P<0.05). 5. If there was any failure of medical aid, 9 respondents(37.5%) answered that they would be serviced from medical companies, and 7 respondents(29.2%) would be serviced from medical aid manufacturers. Most respondents were serviced for their medical aids from related companies. For the question about the causes of dissatisfaction upon repair service, 11 respondents(45.8%) answered that existing service company provided unskilled repair services and other respondents answered that there was no spare part or higher service expenses than they thought. These answers had the statistical significance(P<0.05). However, 20 respondents(79.2%) answered that they were satisfied with the repair service, which means that most respondents are satisfied with the service. In view of the results as described above, it can be concluded that their handicap or disability results from disease or sequelae after traffic accident and most of the affected wear their own medical aid. In the future, it is required that the medical insurance should cover those medical aids, and the service for failed medical aids should be commissioned by technical serviceman to realize customized manufacture and repair service according to different causes so that the handicapped can enjoy more or less comfort and convenience in their daily lives without any extreme difficulty.

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복합금융그룹화가 소속 금융회사의 부실위험에 미치는 영향 (The Effect of Financial Conglomeration on the Default Risk of Financial Companies : Evidence from the Korean Financial Industry)

  • 박종원;박래수;장욱;정혜정
    • 재무관리연구
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    • 제26권2호
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    • pp.113-153
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    • 2009
  • 본 논문에서는 복합금융그룹화가 해당 그룹소속 개별금융회사의 부실위험에 미치는 영향을 2003년 12월(4분기)부터 2006년 12월까지(4분기)까지 국내 복합금융그룹 및 개별금융회사의 분기별 재무자료를 이용하여 검증하였다. 검증을 위해 개별기반 부실위험측도인 Z-index와 가중규제 자본비율이 복합금융그룹소속 금융회사들과 비금융그룹 금융회사들 간에 유의적인 차이가 있는지를 통합 및 패널 회귀분석을 이용해 분석하였다. 주요 분석결과는 다음과 같다. 첫째, Z-index 와 가중규제자본비율을 비교 분석한 결과, 복합금융그룹 소속 금융회사들의 부실위험이 비금융그룹 금융회사들에 비해 유의적으로 낮은 것으로 나타난다. 둘째, 두 그룹 간에 나타난 부실위험의 차이는 분석기간 초기에는 유의적이지 않지만, 최근으로 올수록 유의성이 높아진다. 셋째, 개별금융회사의 부실위험에 대해 소속된 금융그룹의 대형화, 다각화 및 그룹화 지표가 유의적으로 영향을 미치는 것으로 나타난다. 먼저 그룹화 효과의 경우 비록 단변량 비교에서는 복합금융그룹의 부실위험이 낮게 나타나지만, 부실위험에 영향을 미치는 다른 요인들의 효과를 통제하는 경우 개별금융회사의 그룹소속여부는 해당금융회사의 부실위험에 부정적인 영향을 미치는 것으로 나타난다. 그러나 이러한 부정적인 영향은, 해당복합금융그룹의 대형화 및 다각화 특성으로 인해 다소 완화되는 것으로 나타난다. 따라서 단일변량분석에서 드러난 복합금융그룹의 낮은 부실위험은 주로 해당그룹의 대형화로 인한 규모의 경제효과와 다각화에 따른 범위의 경제효과로부터 비롯되는 것으로 판단된다.

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