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Study on the Market Segmentation of inpatients (입원환자 시장세분화에 관한 연구)

  • Lee, Eun-Whan
    • Korea Journal of Hospital Management
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    • v.17 no.2
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    • pp.21-33
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    • 2012
  • Purpose : This study aims to suggest application of patients DB to hospital marketing by performing market segmentation and selecting target market. Consequently help to establish suited strategy of marketing. Method : 14,072 patients hospitalized in a University Medical Center were recruited into this study. In order to classify the customer groups, cluster analysis was used with RFM(Recency, Frequency, Monetary) model, and 1-way ANOVA verified the differences among groups. And then, sociodemographical status, healthcare utilization and diagnosis(ICD-10) of each group were compared to draw a marketing strategy. Results : Four groups were classified through clustering analysis, and'high use and high profit' and'low use and high profit' groups were selected as a target market. The features of target market were as follows, the female proportion was high; used a private room; hospitalized through the emergency room; had operation; length of stay was long; had many comorbidity and cooperative treatment. There was difference in each feature of target market: as for the'high use and high profit' group, many patients were diagnosed with 'certain infectious and parasitic diseases'; and as for the'low use and high profit'group, the proportion of patients who purchased'industrial accident compensation insurance'and'auto insurance'was relatively high; many patients were diagnosed with'Injury, poisoning and certain other consequences of external causes'. Conclusion : It is needed to establish'positioning' strategy by monitoring and communicating with'high use and high profit' group. And for the case of'low use and high profit' group, it is necessary to make a follow-up management and lead them to have a medical check-up.

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Clinical Practice Guideline of Korean Medicine for Stroke : Preliminary Guideline and Recommendation (중풍환자에 대한 일차 한의임상진료 가이드라인)

  • Han, Chang-Ho
    • The Journal of Internal Korean Medicine
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    • v.33 no.4
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    • pp.347-366
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    • 2012
  • The aim of this new statement is to provide comprehensive and timely evidence-based recommendations on stroke management for clinical practitioners. Many countries are already well engaged in developing and releasing their own clinical practice guidelines, whereas Korean Medicine (KM) is still beginning. It will take time and effort to develop evidence-based guidelines and recommendations of KM or other traditional medicine because they are weak in the area of scientific evidence. The clinical practice guideline of Korean medicine for stroke was formulated through extensive review of published literature and consensus meeting of Korean medicine specialists. This project was supported by a grant of the Oriental Medicine R&D Project, the Ministry of Health and Welfare. Referring to guidelines developed in other countries, the experts in the subject tried to organize and develop guidelines and recommendations adequate for domestic medical circumstances. In December, 2008, a multi-disciplinary team called the Evidence Based Clinical Practice Guidelines Development Group (EBCPGsDG) for Stroke was organized. The writing committee was comprised of experts in internal medicine, acupuncture, rehabilitation, and Sasang constitution. Outside specialists and associated panels were invited for consultation. The scope of the guideline encompasses acupuncture, moxibustion and herbal medicine (including Korean medicine, traditional Chinese medicine, Kampo medicine) as interventions for stroke patients. It includes statements about ischemic stroke (I63), stroke not specified as hemorrhage or infarction (I64), and sequelae of cerebrovascular disease (I69) according to the International Classification of Disease (ICD). The committee subdivided the description of herbal medications into acute stroke management, subacute stroke management, post-stroke management, and secondary prevention of stroke. Guidelines on the practice of acupuncture and moxibustion were described in order for acute stroke management, subacute stroke management, chronic stroke management, and post-stroke rehabilitation. Clinicians who are working in the field of stroke care can adopt this guideline for their practice.

Prescribing Patterns of Codeine among Children under Aged 12 in Korea (건강보험자료를 이용한 12세 미만 소아에서 코데인 처방양상평가)

  • Park, Hyo-Ju;Shin, Han-Na;Shin, Ju-Young
    • Korean Journal of Clinical Pharmacy
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    • v.25 no.4
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    • pp.273-279
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    • 2015
  • Objective: Codeine may result in death or respiratory depression in children, particularly who are rapid metabolizer of CYP2D6, therefore it should be used cautiously among children under 12 years of age. This study was to investigate the prescribing pattern of codeine among children according to the age group, prescribed diagnosis, type of medical service and medical specialties. Method: We used Korea Health Insurance Review and Assessment Service-National Patient Sample (HIRA-NPS) database. Study subjects included inpatients or outpatients, who were prescribed codeine between January, 1, 2011 and December, 31, 2011. Contraindicated use of codeine was defined as the use of codeine at least one times under aged 12. Age groups were subclassified according to the <2 years, 2-4 years, 5-8 years, and 9-11 years. Frequently prescribed diagnosis (ICD-10), type of medical service, and medical specialties were also described among codeine users under aged 12. Results: Codeine users were 6,411 inpatients (9,958 prescriptions), and 3,397 outpatients (6,258 prescriptions), respectively. Codeine prescription under 12 years of age were 2.1% (210 prescriptions) among inpatients, and 12.3% (776 prescriptions) among outpatients (p-value<0.05). Outpatient prescriptions of codeine under 12 aged were issued mostly from primary care clinics and frequent diagnosis were unspecified bronchopneumonia (51.6%), and vasomotor rhinitis (23.7%). Conclusion: This study found prescribing of codeine under 12 aged is common in outpatient and primary clinics. Nationwide and community-based efforts should be needed to reduce inappropriate prescribing among children.

Prescribing Patterns of Antivirals for Chronic Hepatitis B (만성 B형간염 진단 환자의 항바이러스제 처방양상)

  • Kong, Hye-Kyung;Sohn, Hyun-Soon;Choi, Kyung-Eob;Kwon, Jin-Won;Shin, Hyun-Taek
    • Korean Journal of Clinical Pharmacy
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    • v.22 no.1
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    • pp.81-86
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    • 2012
  • This study was aimed to examine the prescribing patterns of antivirals in outpatients with chronic hepatitis B (CHB), using National Health Insurance adjudicated claims data (total 1,426,065 claims) dated March 19, 2008 submitted from nationwide healthcare providers to Health Insurance Review and Assessment Service. From the data, there were 2,965 claims with CHB diagnosis (ICD-10 code B18.0 and B18.1), and 44.2% (1,311 claims) of the CHB related claims included antivirals such as lamivudine, clevudine, adefovir and entecavir. Lamivudine, adefovir, clevudine and entecavir shared 54.9%, 19.9%, 13.2% and 11.9%, respectively, among antiviral prescriptions. Adefovir and entecavir 1mg presumed as the 2nd line therapy for HBV resistant cases were shared 23.3% of overall antiviral prescriptions. There were statistically significant difference in prescription patterns according to age and institution type: Lamivudine usage was higher in younger (< 20 years old) and older age group (> 70 years old) than the others (p = 0.016), and adefovir and entecavir, which were relatively newer antivirals, had higher prescription rates in higher level of institutions such as tertiary hospitals than the others (p < 0.001). This study would be of help to make an appropriate drug therapy plan for patients with CHB.

Importance of integrating Bioinformation and Health Informatics for Healthcare

  • 곽연식
    • Proceedings of the Korean Society for Bioinformatics Conference
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    • 2002.06a
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    • pp.89-104
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    • 2002
  • 유전체연구사업단은 국내에서 발병 및 사망빈도가 가장 높은 위암과 간암의 퇴치를 목적으로 국가적 특목전략사업으로 연구를 추진하고 있다. 이와 별도로 보건복지부에서는 22개의 중요 질병별 유전체 연구센터를 전국적으로 추진하고 있다. 따라서, 연구가 성공적으로 진행되면 각 연구소에서 독자적으로 개발하여 제공하는 생명정보의 양은 거의 무한에 이를 것이다. 그러나 생명정보는 환자진료에 도움을 주기 위해서는 궁극적으로 임상정보와 함께 유기적으로 통합되어야 한다. 임상정보와의 통합을 위해서는 의료기관의 진료정보와 연구소의 생명정보가 연계되어 엄밀한 임상실험이 추가적으로 실시되어야 한다. 뿐만 아니라 생명정보학의 발전을 위해서는 연구대상의 임상정보가 공유되어야 한다. 유전체정보를 이용하는 생명정보학(Bioinformatics)은 각 국가마다 전략사업으로 간주하여 막대한 투자가 이루어지는 새로운 분야이다. 현재 선진국에서 개발 사용 중인 시스템의 연간 사용료가 고가이므로 국내 도입은 거의 불가능하거나 또는 매우 비효율적이다. 유전체 또는 생명정보의 임상활용 및 생명정보연구를 위한 임상정보 공유를 위해서는 우선 다음의 사항이 개발되어야 한다. 1) 다음과 같은 개별환자의 정보를 각 의료기관에서 제공 받아 저장 활용한다. - 진찰 및 임상소견, 수술기록, 경과기록, 검사결과 (임상병리, 해부병리, 방사선 등), - 영상정보 (X-ray, CT, MRI, 초음파, 전자현미경, 그래픽 등), - 환자개인기록(병력, 과거력, 가족력, 알러지 등), - 예방접종 기록 2) 각 연구소에서 첨단기술을 이용하여 개발되는 생명정보를 임상에 활용하기 위해서는 유전체연구센타와 병원간에 임상정보와 유전체 분석정보의 공유가 필수적으로 발생하게 됨으로, 유전체 정보와 임상정보의 통합은 미래 의료환경에 필수기능이 될 것이다. 3) 각 생명공학 연구소에서 사용하는 첨단 분석 장비와 생명공학 정보시스템의 자동 연계가 필요하다. 현재 국내에는 전국적인 초고속정보망이 가동되어 웹을 기반으로 하는 생명정보의 공유는 기술적으로 문제가 될 수 없으나 임상정보의 유전체연구에 그리고 유전체연구정보의 임상활용은 다양한 문제를 내포하고 있다. 이에 영상을 포함한 환자정보의 유전체연구센터와 병원정보시스템과의 효율적인 연계통합 운영을 위해 국내에서는 초기 도입단계에 있는 국제적인 보건의료정보의 표준인 Health Level 7 (textural information 공유), DICOM (image 및 wave 공유), 관련 ISO표준, WHO의 ICD9/10 (질병분류), LOINC (검사 및 관련용어), SNOMED International (의학용어) 등을 활용하여야 한다.

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A Study on The Oriental-medical Understanding of Depression (우울증(憂鬱症)의 한방적(韓方的) 이해(理解)에 관한 문헌고찰(文獻考察))

  • Jang Hyun-Ho;Kang In-Seon;Moon Hyung-Cheol;Hwang Yoo-Jin;Lyu Yeoung-Su;Kang Hyung-Won
    • Journal of Oriental Neuropsychiatry
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    • v.12 no.2
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    • pp.1-15
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    • 2001
  • According to ICD-10, The typical Depression are characterized by dejected mood, loss of interest and pleasure, feeling of helplessness. Also, other symptoms such as loss of attentiveness and concentration, guilty conscience, pessimistic attitude for the future, sleeping disorder, lack of appetite, thinking of or doing a self-injury or suicidal act may characterize Depression. These Symptoms of Depression are similar to Wool-Zeng(鬱證), Zeon-Zeng(癲證), Her-ro(虛勞), Bul-Sa-Sik(不思食), Tal-Young-Sil-Zeong(脫營失精), Bul-Myeon(不眠), Ki-Myeon(嗜眠) in Oriental Medicine. In general, Depression is classified into Wool-Zeng type and Zeon-Zeng type. The former is similar to the neurotic type of depression, the latter is similar to the psychopathic type of depression. The clear causes of Depression are not known yet. But psychodynamic and biological factors are assumed to cause Depression. Psychodynamic factors may correspond to Chil-Zeong(七情) and biological factors to Tae-Byeong(胎病) and Dam(痰) in Oriental medicine. In Occidental medicine, Depression is treated by psychotherapy and medication. Electrically-induced spasm therapy and phototherapy also used for the treatment of Depression. In Oriental medicine, Depression is treated by more various therapy such as herb medication, acupuncture and moxibustion, oriental psychotherapy and dirigation(Gi-Gong, 氣功). Depression is not easy to cure. When the treatments of Occidental medicine and Oriental medicine are mutually cooperated, more effective medical care might be expected. Therefore, futher study to treat depression by mutually cooperated therapy is necessary.

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Nonsteroidal Anti-inflammatory Drugs Utilization Patterns among the Elderly with Osteoarthritis at Primary Ambulatory Care Units in Busan Metropolitan City, Korea (부산지역 의원급 외래 노인 골관절염환자의 비스테로이드소염제 사용양상평가)

  • Choi, Nam-Kyong;Kim, Yoon-I;Lee, Seung-Mi;Park, Byung-Joo
    • Journal of Preventive Medicine and Public Health
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    • v.37 no.2
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    • pp.150-156
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    • 2004
  • Objectives : To investigate the utilization patterns of non-steroidal anti-inflammatory drugs (NSAIDs) among the elderly with osteoarthritis (OA) undergoing primary ambulatory care in Busan metropolitan city, Korea. Methods : OA patients, aged 65 years and over, were identified from the Korean National Health Insurance Review Agency drug prescription database. The subjects had at least one episode of claim for OA (ICD-10-CM: M15-M19) between August 1, 2000 and February 28, 2002. Trends in the determinations of NSAIDs utilization were identified using chi-squared tests for trend. Results : There were 47,711 osteoarthritic patients. The total number of visits by these patients was 177,443, with a total frequency for NSAID prescriptions of 214,952. Seventy-nine percent of the OA patients were female. NSAIDs were prescribed on 133,284 visits (75.1%) and the proportion of prescriptions was significantly increased with age. Only the proportion of visit when NSAIDs were prescribed decreased, from 65.1 to 43.5%, during the study period (p<0.001). However, the proportion of combined treatments with anti-ulcer drugs was increased. The use of NSAIDs injections was decreased. Of the individual NSAIDs, diclofenac (28.7% of total frequency of NSAID prescriptions), piroxicam (15.0%) and talniflumate (8.7%), were the most frequently prescribed. Among the NSAIDs prescribed OA visits, 45.7% used two or more NSAIDs. Conclusion : The total proportion of NSAIDs prescribed to the osteoarthritic patients was higher than in other studies. The decline in the use of NSAIDs during the study period, and the frequent selection of safer medications, such as combination therapy with anti-ulcer drug, may reflect the risk awareness of the use of NSAIDs.

A Study on the Incidence of Cancer and Evaluating the Quality of the Community-based Cancer Registry in Gwangju Metropolitan City during the First Five Years of Implementation (1998-2002) (광주광역시 지역암등록 시행 5년간의 암 발생과 질적평가에 대한 연구)

  • Lee, Su-Jin;Shin, Min-Ho;Choi, Jin-Su
    • Journal of Preventive Medicine and Public Health
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    • v.39 no.3
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    • pp.255-262
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    • 2006
  • Objectives: This study is conducted to identify the cancer incidence in Gwangju during the 5-year period from 1998 to 2002 and to assess the completeness and validity of the cancer registry data during this time period. Methods: All cases that had a diagnosis of invasive cancer (ICD-10 sites C00-C97) during the study period were retrieved from the records of the Gwangju Cancer Registry (GCR), which theoretically includes all the cancer cases in Gwangju. All the cases during the study period were analyzed by gender, age group and cancer sites. The completeness (mortality/incidence ratio and age-specific incidence curve) and validity (histologic verification, primary site unknown, age unknown and death certificate only) of the cancer registry in Gwangju were analyzed by gender, age group and cancer sites for the 5-year period. Results: The overall cancer incidence was higher in the males than in the females (age-standardized incidence rates (ASR) 299.8 and 172.4 per 100,000, respectively). In males, the most common cancer was stomach (ASR: 65.8), followed by liver (ASR: 50.5), bronchus and lung (ASR: 50.5), colo-rectum (ASR: 26.7), oesophagus (ASR: 10.6), and bladder (ASR: 10.3) in descending order. In females, the most common cancer was stomach (ASR: 26.8), followed by thyroid (ASR: 20.7), breast (ASR: 20.4), cervix uteri (ASR: 14.3), bronchus and lung (ASR: 13.0), liver (ASR: 10.7) and colo-rectum (ASR: 17.2) in descending order. The overall quality (completeness and validity) of the cancer registry was at the in 'good' level. Conclusions: These results will be useful in the overall context of planning and evaluating of cancer control activities in Gwangju.

Nationwide incidence estimation of colorectal cancer by subsite of origin in Korea (한국인에서 대장-직장암의 해부학적 부위별 발생률 조사)

  • Park, B.J.;Lee, M.S.;Ahn, Y.O.;Heo, D.S.;Kim, D.H.;Kim, H.;Yew, H.S.;Park, T.S.
    • Journal of Preventive Medicine and Public Health
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    • v.29 no.3 s.54
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    • pp.555-563
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    • 1996
  • Nationwide incidence survey was conducted to estimate the annual incidence rates of colorectal cancer among Koreans between Jan 1, 1988 and Dec 31, 1989. The population of the incidence survey was the beneficiaries of Korea Medical Insurance Corporation (KMIC), which were about 4,500,000 persons. The medical records of patients with diagnosis of either ICD-9 153(colon cancer), 154(rectal caner), 197(secondary malignant neoplasm of digestive and respiratory system), or 211(benign neoplasm of digestive system) were abstracted for the period with the standard format. The diagnosis was confirmed by one oncologist through the review of these abstracts. The numerator of the rate was finally defined as the incident colorectal cancer cases diagnosed between July 1, 1988 and June 30, 1989. The crude annual incidence of colorectal cancer for men was 13.1 per 100,000 and 10.6 for women, which was still low when compared with those of Japan and China during the same period. Age-adjusted sex ratio was 1.2 for right-sided colon cancer and 1.9 for left-sided colon cancer. The excess of right colon cancer among postmenopausal women was remarkable, so further analytical approach would be needed to investigate which factors are related with this phenomenon.

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Analysis of Galileo GIOVE-A E1 Signal and RF Front-End Bandwidth Effects (갈릴레오 GIOVE-A E1 신호 분석 및 RF 프론트엔드 대역폭 영향 분석)

  • Lee, Byung-Hyun;Im, Sung-Hyuck;Jee, Gyu-In;Ko, Sun-Jun
    • Journal of the Korean Society for Aeronautical & Space Sciences
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    • v.36 no.8
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    • pp.767-773
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    • 2008
  • Galileo is a new civil Global Navigation Satellite System(GNSS) developed by Europe. GIOVE-A, a satellite to test Galileo system performance, transmits navigation signal on orbit. Evaluation of Galileo system and development of Galileo receiver needs to analyze GIOVE-A signals. In this paper, we received GIOVE-A signals and processed it using GIOVE-A Interface Control Document(ICD). Signal acquisition, tracking and navigation message decoding made grasping current signal status possible. Bandwidth increase by BOC modulation is one of the difference from GPS. Therefore, we investigated feasibility of conventional GPS L1 RF front-end to receive GIOVE-A E1 signal by evaluation of receiving performance of navigation signal on each bandpass filter of RF front-end.