• 대한한방내과학회지
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• 제31권1호
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• pp.1-10
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• 2010

Objectives : It is necessary that the international classification of diseases (ICD) be examined in order to comprise the third revision of the Korean Classification of Disease on Oriental Medicine (KCD-OM) and disease classification in the oriental internal medicine field. It is essential that the selection, classification and definition of disease and pattern names of oriental concepts in internal medicine be clear. Since 2008, the fifth revision of the Korean Classification of Disease (KCD-5) has been used in Korea. It was required to use the reference classification from the Oriental medicine area based on the ICD-10. Methods : In this review, the necessity for, meaning of and content of the third revision are briefly described. The ICD system was reviewed and KCD-OM was reconstructed. How diagnosis in the oriental internal medicine area had changed is discussed. Review and Results : In 1973, the disease classification of oriental medicine was established the basis on the contents of Dongeuibogam. It was irrespective of the ICD. As to the classification system in the Oriental internal medicine field, systemic disease was comprised of wind, cold, warm, wet, dryness, heat, spirit, ki, blood, phlegm and retained fluid, consumptive disease, etc. Diseases of internal medicine comprised a system according to the five viscera and the six internal organs and followed the classification system of Dongeuibogam. The first and second revisions were of the classification system based on the curriculum in 1979 and 1995. In 1979, in the first revision, geriatric disease and idiopathic types of disease were deleted, and skin disease was included among surgery diseases. This classification was expanded to 792 small classification items and 1,535 detailed classification items to the dozen disease classes. In 1995, in the second revision, it was adjusted to 644 small classes and 1,784 detailed classification items in the dozen disease classes. KCD-OM3 did KCD from this basis. It added and comprised the oriental medical doctor's concept names of diseases considering the special conditions in Korea. KCD-OM3 examined the KCD-OMsecond revised edition (1994). It improved the duplex classification, improper classifications, etc. It is difficult for us to separate the disease names and pattern names in oriental medicine. We added to the U code and made one classification system. By considering the special conditions in Korea, 169 codes (83 disease name codes, 86 pattern name codes) became the pre-existence classification and links among 306 U codes of KCD-OM3. 137 codes were newly added in the third revision. U code added 3 domains. These are composed of the disease name (U20-U33, 97 codes), the disease pattern name (U50-U79, 191 codes) and the constitution pattern name of each disease (U95-U98, 18 codes). Conclusion : The introduction of KCD-OM3 conforms to the diagnostic system by which oriental medical doctors examine classes used with the basic structure of the reference classification of WHO and raises the clinical study and academic activity of the Korean oriental medicine and makes the production of all kinds of nation statistical indices possible. The introduction of KCD-OM3 promotes the diagnostic system by which doctors of Oriental medicine examine classes using the association with KCD-5. It will raise the smoothness and efficiency of oriental medical treatment payments in the health insurance, automobile insurance, industrial accident compensation insurance, etc. In addition, internationally, the eleventh revision work of the ICD has been initiated. It needs to consider incorporating into the International Classification of Diseases some of every country's traditional medicine.

• Journal of Preventive Medicine and Public Health
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• 제21권2호
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• pp.224-237
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• 1988

소아사고의 원인과 발생시 상황을 조사하여 사고의 예방대책을 수립하는 자료를 얻고자 1987년 1월 1일부터 1987년 12월 31일까지 대구시내 3개 대학병원과 2개 종합병원 응급실에 찾아온 만 15세 미만의 총 소아환자 15,790명 중 사고환아 4,849명(30.7%)을 대상으로 사고원인, 사고의 발생장소와 시간 등을 조사하였다. 자료는 응급실 진료부와 입원 병력지에서 얻었다. 전체 사고환아의 54.6%가 3-8세 사이였고 총 사고환아의 남녀 성비는 약 2:1로써 남아가 많았다. 사고원인은 추락 또는 넘어져 다친 경우 29.1%와 교통사고 28.2%로 가장 많았다. 사고의 원별 분포는 5-10월 사이가 다른 달보다 더 많았다. 1일중 사고 발생시간은 오후 3-8시 사이에 51.6%가 일어났다. 추락 또는 넘어져 다친 장소는 계단이 25.7%로 가장 많았다. 폭력에 의한 사고는 놀이시 부주의로 인한 경우가 85.6%로 대부분이었으며 강간도 11건이 있었다. 교상은 개에게 물린 경우가 67.6%를 차지했으며 남아와 여아의 비가 2.9:1로써 남아가 많았다. 중독사고는 일산화탄소 중독이 45.3%로 많았으며 화상은 뜨거운 물, 또는 음식물에 의한 것이 85.2%를 차지했다. 물에 빠진 경우는 강물에서 32.2%, 수영장에서 22.6%, 공사장에서 19.3%를 차지했다. 소아사고를 예방하기 위해 우리의 생활환경에서 위험요인을 제거하고, 어린이가 안전하게 놀 수 있는 놀이터를 마련해 주고, 어린이에게는 학교 교육을 통해, 그리고 일반대중에게는 대중매체를 통해 안전교육을 지속적으로 실시하고, 그리고 주택, 공공건물 및 시설, 놀이터, 주방용기를 포함한 공산품의 안전기준을 설정 또는 강화하여 규제해야 할 것이다.일 하중 조건하에선 점막에 나타나는 등가 응력의 크기 및 분산양태는 유사하였다. 5. 하악골에서 등가 응력은 의치지지 부위에만 국한되지 않고 넓게 분산 되었으며 의치상 종류 및 하중 조건에 관계없이 치조제 후방 및 하악연의 후방 부위에 특히 높은 등가응력이 집중되었다. 6. 하악 중절치의 일점에 수직 하중을 가한 경우가 다른 하중 조건에 비하여 지지점과의 거리차이로 인하여 하악골에 가장 높은 등가 응력을 유발하였다. 7. 의치상 재료에 따른 하악 골에 발생되는 응력의 크기 및 분산에는 큰 차이가 없으나 금속상의 경우가 교합압을 분산하는데는 효과적이었다.h clinical experiment patients. 본 연구 결과로 낙지의 PCA검색으로써 항체주사 부위에 Evan's Blue 착색으로 인하여 vascular permation이 일어나 allergynicity 반응이 인정되므로 낙지는 allergy가 있다고 할 수 있다. 조기, 홍어, 새우도 역시 allergenicity성이 나타난 것을 볼 수 있었다. 또한 공정 중 microwave와 autoclaving은 4가지 수산식품 낙지, 조기, 홍어, 새우의 allergenicity를 현저히 감소시키는 것으로 나타났다. 반면에 자외선은 단백질로 구성된 allergen의 구조는 크게 변화시키지 못하는 것으로 보여진 것을 알 수 있다. 그러므로 생선의 가공방법은 통조림 가공이나 microwave 처리가 allergenicity성을 감소시킬 수 있는 것으로 보여진다. 낙지, 조기, 홍어, 새우의 한외여과 fraction중 고분자인 100,000이상에서만 allergenicity가 나타났다. 따라서 이 allergen들의 분자량은 100,000 이상으로 추정되며

• Asia pacific journal of information systems
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• 제19권2호
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• pp.117-137
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• 2009

Recently, intelligent traffic information systems have enabled people to forecast traffic conditions before hitting the road. These convenient systems operate on the basis of data reflecting current road and traffic conditions as well as distance-based data between locations. Thanks to the rapid development of ubiquitous computing, tremendous context data have become readily available making vehicle route planning easier than ever. Previous research in relation to optimization of vehicle route planning merely focused on finding the optimal distance between locations. Contexts reflecting the road and traffic conditions were then not seriously treated as a way to resolve the optimal routing problems based on distance-based route planning, because this kind of information does not have much significant impact on traffic routing until a a complex traffic situation arises. Further, it was also not easy to take into full account the traffic contexts for resolving optimal routing problems because predicting the dynamic traffic situations was regarded a daunting task. However, with rapid increase in traffic complexity the importance of developing contexts reflecting data related to moving costs has emerged. Hence, this research proposes a framework designed to resolve an optimal route planning problem by taking full account of additional moving cost such as road traffic cost and weather cost, among others. Recent technological development particularly in the ubiquitous computing environment has facilitated the collection of such data. This framework is based on the contexts of time, traffic, and environment, which addresses the following issues. First, we clarify and classify the diverse contexts that affect a vehicle's velocity and estimates the optimization of moving cost based on dynamic programming that accounts for the context cost according to the variance of contexts. Second, the velocity reduction rate is applied to find the optimal route (shortest path) using the context data on the current traffic condition. The velocity reduction rate infers to the degree of possible velocity including moving vehicles' considerable road and traffic contexts, indicating the statistical or experimental data. Knowledge generated in this papercan be referenced by several organizations which deal with road and traffic data. Third, in experimentation, we evaluate the effectiveness of the proposed context-based optimal route (shortest path) between locations by comparing it to the previously used distance-based shortest path. A vehicles' optimal route might change due to its diverse velocity caused by unexpected but potential dynamic situations depending on the road condition. This study includes such context variables as 'road congestion', 'work', 'accident', and 'weather' which can alter the traffic condition. The contexts can affect moving vehicle's velocity on the road. Since these context variables except for 'weather' are related to road conditions, relevant data were provided by the Korea Expressway Corporation. The 'weather'-related data were attained from the Korea Meteorological Administration. The aware contexts are classified contexts causing reduction of vehicles' velocity which determines the velocity reduction rate. To find the optimal route (shortest path), we introduced the velocity reduction rate in the context for calculating a vehicle's velocity reflecting composite contexts when one event synchronizes with another. We then proposed a context-based optimal route (shortest path) algorithm based on the dynamic programming. The algorithm is composed of three steps. In the first initialization step, departure and destination locations are given, and the path step is initialized as 0. In the second step, moving costs including composite contexts into account between locations on path are estimated using the velocity reduction rate by context as increasing path steps. In the third step, the optimal route (shortest path) is retrieved through back-tracking. In the provided research model, we designed a framework to account for context awareness, moving cost estimation (taking both composite and single contexts into account), and optimal route (shortest path) algorithm (based on dynamic programming). Through illustrative experimentation using the Wilcoxon signed rank test, we proved that context-based route planning is much more effective than distance-based route planning., In addition, we found that the optimal solution (shortest paths) through the distance-based route planning might not be optimized in real situation because road condition is very dynamic and unpredictable while affecting most vehicles' moving costs. For further study, while more information is needed for a more accurate estimation of moving vehicles' costs, this study still stands viable in the applications to reduce moving costs by effective route planning. For instance, it could be applied to deliverers' decision making to enhance their decision satisfaction when they meet unpredictable dynamic situations in moving vehicles on the road. Overall, we conclude that taking into account the contexts as a part of costs is a meaningful and sensible approach to in resolving the optimal route problem.

• 대한물리치료과학회지
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• 제1권1호
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• pp.135-144
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• 1994

The authors studied therapeutic effects and related clinical data retrospectively on a series of 48 consecutive patients with head injury who were referred to physical therapy and occupational therapy, Kosin University Medical Center during 1 year, from March, 1993. through March, 1994. The conclusions were as follows : 1. Average age of the subject patients was 50.6 years, their age remped from 14 to 72 years, and the incidence between male and femele was 1:1.1. 2. In respect to the educational level high school graduates showed the highest incidence 18 (39.1 %) of 46 cases, and in respect to economy level, middle class revealed the highest incidence, 31(64.6 %) in 48 cases. 3. The HBP was the most common cause of spontaneity injury, disclosing 19 cases in 35 patients(54.3%), whereas the main cause of traumatic injury was a traffic accident, 7 cases ( 53.8 %) in 13 patients. 4. As for the region of injury in the cases of spontaneity ICH was 14 persons (40%). In the cases of trauma, hematoma was seen in 6 cases(42.2 %) in 48 total cases ICH was seen in 17 cases (35.4 %) to be the most common region. 5. Among 35 persons, spontaneity CBR was the highest region of injury, 13 cases(37.1 %) ; the side of paralysis in extremities the right side showed higher incidence, 18 cas (1.4 %) as compared to the left, 16 cases(45.7%). In the case of traumatic injury, CBR was the highest region of injury, 4(30.8% )in 13 cases and as for the paralysis side, right side showed higher incidence 7 cases(53.8%) as compared to the left side 5 cases(38.5%). 6. In respect to recurrence, HBP was seen in 5 cases to be the most common cause, and as for the region of injury, CBR was the highest. 7. A period of rehabilitation therapy in the cases of physical therapy the highest term was 1-2 month, 14 persons(29.2%). As for occupational therapy within 2 week-term was the highest, 24 persons(50%). 8. Physical strenth grade M.T in the cases of the upper extrimities before therapy, the low mark(grade 0) was 30 cases(62.5%), compared to the high mark(above grade 3)seen in 1 case(2.1%), And after therapy, the lowest mark(grade 0)was seen in 5 cases(10.4%) where as the high mark(above grade 3)was seen in 29 cases(60.4%). In the case of the lower extremities before therapy, the mark(below grade 1)was 37 cases(77.1 %), while the high mark(above grade 3)was seen n 4 cases(8.4%). And after therapy the low mark(below grade 1)was seen in 5 cases (10.4 %) and the high mark (above grade 3)was seen in 29 cases(60.4 %). 9. Before therapy conigtive function-level evaluation utilized R.L.A.L, the low mark(below level 3)was seen in 9 cases(18.8%), while the high mark(above level 7)was seen in 18 cases(37.5%). And after therapy the low mark (below level 3)was 4 cases(8.3%) and high mark(above level 7)was seen in 38 cases(79%). 10. After rehabilitation therapy, patients who were able to walk independently were 29 persons(60.4%), among which 16 cases(55.2%) depended on cane. The ratio between the cases who were able to walk and unable to walk was 1.5:1.

• 한국직업건강간호학회지
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• 제4권호
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• pp.58-83
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• 1995

The small scale industries which have less than 30 employees occupy 86.5% of total number of industries in Korea. And though they have higher accident rate and lower environmental condition than big industries, it has been not mandatory to appointing health care manager at factory. So, from 1993, government subsidizes to the health care management of small industries. The purpose of this study is to identify the real feature of health care status in small industries, and to evaluate the level of health care management, before and after the subsidiary program. 65 small plating industries which have been managed by the same health care management support institution in 1993 were selected for study. Of the 65 industries, 3 which have not taken both environmental evaluation and health screening in 1994, and 9 which have closed were excluded from study sample. And the remaining 53 were analyzed by using the results of environmental evaluation and health screening, reported to the Ministry of Labor, before and after the subsidiary program, the analysis was done by the comparison of the two year paired data of the same industry. Over-permissible-limit rate, health screening implementation rate, above grade C rate were calculated and compared. The status of health care management ; 1. Of the sample industries, 96.9% provide protective equipment and 80.0% set up ventilating system. Protective gloves (89.2%) and protective clothing (80.0%) are widely provided, but ear plugs (4.6%) are rarely provided. 21.5% of the protective equipment are well put on, and 40.4% of the ventilating systems function well. 2. In 1993, 35 industries, 53.8% of the sample, checked working environment twice. Over-permissible-limit rates of heavy metal (12.2%), suspended particle (11.1%), noise (5.5%) were high. To put on protective equipment and to set up local ventilating system were pointed out by the examiners. 3. General health screening was done at 63.1% of the sample industries and 35.3% of total workers were examined. Specific health screening was done at 93.8% of the sample industries and 75.4% of workers were examined. 15.5% of workers was provided to be above grade C and to have digestive system disease (43.3%), circulatory disease (18.9%), and hematopoietic disease (14.2%), etc. 4. In 1993, the subsidiary program of health care management was provided in forms of health education, health counseling, and rounding check of working field. And 61.5%, 83.0%, 55.4% of sample industries respectively received it. The average visit per industry was 1.8. Comparisons of the level of occupational health before and after the subsidiary program ; 1. Over-permissible-limit rates of hazardous factors of 1993 and that of 1994 were compared. The rates of suspended particle, noise, organic solvent of 1994 (37.5%, 13.4%, 24.2% respectively) were higher than that of 1993 (25.0%, 6.0%, 6.3% respectively). In the case of acid, there was no difference between the rate of 1993 and that of 1994. Only the rate of heavy metal decreased from 12.9% in 1993 to 3.0% in 1994. 2. General health screening was done at 38.7% of the sample industries in 1993 and at 44.6% in 1994. But the implementation rate of specific health screening decreased from 72.4% in 1993 to 64.6% in 1994. 3. The implementation rate of specific health screening was analyzed by some health factors. The rate of suspended particle increased from 61.8% in 1993 to 91.2% in 1994. But the rates of the others-noise, organic solvent, heavy metal, specific chemical substances-decreased. 4. Above grade C rate in health screening increased from 27.8% in 1993 to 35.5% in 1994. But that of endocrine disorders and pulmonary disease decreased.

• 정신신체의학
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• 제8권1호
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• pp.20-30
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• 2000

연구목적 : 본 연구는 청소년기에 경험하게 되는 스트레스 생활사건과 건강문제의 빈도를 조사하고 이 두가지 사이의 상관관계를 비교분석하여 청소년기 스트레스 생활사건이 신체적증상 및 불안에 미치는 영향을 조사하기 위한 것이다. 방법 : 저자가 임의로 선정한 모 중학교 남녀 학생 475명을 대상으로 스트레스 생활사건과 건강 문제에 관한 설문지를 사용하여 스트레스 생활사건과 건강문제의 빈도를 조사하였고, 8개 요인으로 나눈 스트레스 생활사건 항목과 5개의 기능으로 나눈 건강문제 항목사이의 상관관계를 비교분석하였다. 결과 : 1) 대상자들이 지난 1년동안 경험했던 스트레스 생활사건 수는 평균 3개(7.7%) 이었고. 문항별로는 '죽음에 대해 생각을 했다'가 가장 많았다. 요인별로는 "괴로움"과 "자발성"에 관한 항목이 가장 많았다. 남녀별 비교에서 남학생은 "가족", "자발성"에 관한 항목, 여학생은 "괴로움"에 관한 항목이 더 많았다. 학년별 비교에서 저학년은 "학교폭력" "탈선"에 관한 항목이 가장 많았고 학년이 올라 갈수록 "성문제", "자발성"에 관한 항목이 더 많았다. 2) 대상자들이 가장 많이 호소한 건강문제는 '아주 피곤함을 느낀다'가 가장 많았다. 그러나 건강문제 항목별로는 "불안"에 관한 항목이 가장 많았다. 남녀별 비교에서 남학생보다 여학생이 현저하게 더 많은 건강문제를 호소하였고 톡히 "불안"에 관한 항목이 가장 많았다. 학년별 비교에서 학년이 올라갈수록 건강문제 호소가 더 많았다. 3) 8개의 스트레스 생활사건에 관한 요인중 "가족과 부모", "괴로움", "성문제", "탈선", "자발성"에 관한 항목은 5개의 건강문제 항목과 매우 유의한 상관관계가 있었다. "사고와 질병"에 관한 항목은 "신경계"를 제외한 4개의 건강문제 항목과 "기타항목"은 "일반상태"와 "신경계"를 제외한 3개의 건강문제 항목과 유의한 상관관계가 있었다. 그러나 "변화"에 관한 항목은 5개의 건강문제 항목과 상관관계가 없었다. 결론 : 청소년기는 부모로부터 분리, 독립하고자 하는 "자발성"과 "성문제", 이 시기에 초래되는 여러 변화에 대응하여 나타나는 "괴로움"에 관한 스트레스 생활사건을 많이 경험하게 되며, 이런 것들은 신체적 기능 저하 및 불안과 매우 밀접한 관련이 있음을 제시하고 있다.

• 수면정신생리
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• 제12권1호
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• pp.32-38
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• 2005

목 적：폐쇄성 수면무호흡증은 흔한 질환으로 심혈관계 합병증이나 주간 졸림증 때문에 점점 더 큰 관심을 끌고 있다. 수면무호흡증 진단에 야간 수면다원기록법이 표준검사로 인정되고 있으나 비교적 고가의 검사비용과 검사시 각종 감지기 등을 부착하고 인위적 환경인 검사실에서 잠을 자야 하는 불편함이 있다. 따라서 수면다원기록법을 대치할 수 있는 약식 검사들이 개발되고 있으며 그 중 대표적인 것이 손목부착형 활동기록기이다. 이 연구에서는 활동기록기가 수면무호흡증 진단에 어떤 보조적인 역할을 할 수 있는지를 수면분절의 관점에서 측정해 분석하였다. 방 법：폐쇄성 수면무호흡증이 의심되어 서울대학교병원 수면다원검사실로 의뢰된 37명의 환자들에게 야간수면다원검사와 동시에 활동기록기를 착용시켜 자료를 수집하였다. 전체 연구대상자 37명 중 폐쇄성 수면무호흡증 외에 주기성 사지 운동 등 다른 수면질환이 함께 진단된 10명의 환자를 제외한 27명의 자료를 분석하였다. 수면다원검사로 얻은 호흡장애지수(respiratory disturbance index, RDI)와 활동기록기의 자료분석으로 얻은 수면분절지수(fragmentation index, FI)를 Pearson 상관관계분석을 이용하여 비교하였다. 결 과：야간수면다원검사로 얻어진 총 수면시간, 호흡장애지수, 활동기록기로 산출된 수면분절지수는 각각 $401.37{\pm}57.83$분, $21.67{\pm}20.41$회/시간, $21.87{\pm}12.96$회/시간 이었다. 수면분절지수는 호흡장애지수와 유의한 양의 상관관계를 보였다(r=0.553 p=0.003). 결 론：수면분절지수가 호흡장애지수와 유의한 양의 상관관계를 보였다. 손목부착형 활동기록기는 수면무호흡증의 진단에 보조적인 도구로 이용될 수 있으며, 수면무호흡증의 각종 치료 후 증상 변화에 대한 평가용으로는 더 적극적인 역할을 할 수 있을 것으로 기대한다.

• 한국직업건강간호학회지
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• 제8권2호
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• pp.193-211
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• 1999

This study was carried out to investigate the management and support system affecting to the occupational health nursing services(OHNS) provided in group occupational health agencies(GOHA). Questionnaire was developed and distributed to 82 nurses who were working in GOHA and who agreed to participate in the survey. The results were as follow: 1. OH nurses responded were mostly in the age of twenty to thirties(89%), married(73.7%), technical college graduates(88.9%), worked in hospital(85.4%) and participated more than 1 year in group occupational health services (96.3%). 2. Fifty eight point four percent of the OH nurses worked in number of workplace more than 30 to less than 60 in the OHNS form. The figure of workplaces undertaken by nurses was ranged greatly from 9 to more than 100. Number of employees who cared by nurses were mostly under 5,000 peoples in 93.3%. The types of industry was mostly manufacturing and located in the order of factory complex area, suburban, urban and others. 3. Most OH nurses(87.8%) were fully involved in the OHNS for the SSE. Their working days to visit SSE was 5 days per week(77.8%) and one day in the GOHA at 41.3%. 4. The OH documents using by nurses were found in more than 23 different types. However, they were largely summarized in the types of 'Workplace Health Management Card', 'Personal Health Counselling Card', 'Daily Health Management Report', 'Visiting List of Workplace' and 'Sick Employee List'. 5. The items of laboratory test provided by GOHA were mostly achieved in the purpose of basic health examination. They were used to be the blood pressure check(98.8%), blood sugar test (98.8%), urine sugar and protein(91.4%), SGOT and SGPT(85.3% each), cholesterol (82.9%), hepa vaccine immunization(82.9%), r-GPT(81.7%), hemoglobin(79.3%) and triglyceride(75.5%). 6. The OH nurses(92.7%) followed the work pattern to visit the GOHA before and after small-scale enterprises(SSE) visit by car driven by nurses in 74.3%. They were payed by GOHA for transportation fees in certain amounts. However, nurse is the main person(75.0%) who covers up in case of traffic accident. If the GOHA has no transportation regulation for the formal workplace visit, data showed that nurses had been responsible to take charge(31.7%). 7. The personnel manager who takes in charge for nursing services was 'nurse' in 61.7% and 41.2% worked as the final decision maker related to nursing work. The OH nurses' opinions about factors affecting to the management were classified in the four areas such as 'Nature(Quality) of health professional'. 'Content of OHNS', 'Delivery system of the GOHS', and 'Others'. The factors were indicated highly in 'Authority as health professional', 'Level of perception of director on the OH' and 'Physical work condition for OHNS'. The things that this study suggests in the recommendation would be summarized in such as the management and supporting system working for SSE in the OHNS is necessary to reform thoroughly. The reconsidered aspects might be in the matters of number of workplaces undertaken by nurses, development of effectively practical health documents, preparation for guideline of the laboratory test in the workpleces, establishment of convenient and encouraging support system and cooperation between other health professionals with respect and skill.

• 한국산학기술학회논문지
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• 제12권12호
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• pp.5684-5691
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• 2011

본 연구는 강제유도운동치료와 인지-지각 훈련을 병행하여 환측의 손 기능 변화, 일상생활 과제 수행 시 환측 상지의 사용빈도 변화, 그리고 환측 상지의 움직임의 질적 변화를 알아보고자 하였다. 연구의 대상은 Taub 등 (1999)이 제시한 조건을 만족하고 뇌졸중 발병 후 3개월이 경과하였고 NCSE 또는 MVPT 결과 경도 손상을 보이는 환자 10명을 대상으로 하였다. 중재 방법은 CIMT군은 4주 동안 낮 시간동안에는 변형된 resting arm-splint를 착용하도록 하여 건측 상지의 사용을 제한시켰고, CIMT+CPT군은 CIMT군과 같은 조건에서 인지-지각 훈련을 병행하여 실시하였다. 대조군은 변형된 resting arm-splint를 착용하지 않고 일반적인 작업치료를 받도록 하였다. 그 결과, Jebsen-Taylor Hand Function Test의 먹는 흉내 내기, 크고 가벼운 깡통 옮기기, 그리고 크고 무거운 깡통 옮기기 항목에서 CIMT+CPT군이 가장 큰 변화량을 보였으며 CIMT군도 CTL군과 비교하여 더 많은 호전을 보였다. 각 집단 간의 Motor Activity Log의 환측 상지의 사용빈도에 대한 변화량은 통계학적으로 유의한 차이를 보였다(p<.05). 집단 간의 환측 상지의 움직임의 질적 향상에 대한 변화량은 CIMT군과 CIMT+CPT군 모두 CTL군보다 통계학적으로 유의한 차이를 보였다(p<.05). 따라서 인지 지각 능력의 경도 손상을 가지고 있는 뇌졸중 환자에게 실시한 강제유도운동치료는 환측의 손 기능 향상과 일상생활 과제 수행 시 환측 상지의 사용 빈도와 움직임의 질적 향상에 효과를 보였고, 강제유도운동치료와 인지-지각 훈련을 병행하였을 때 더 큰 시너지 효과를 보였다.

• 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.