• The Journal of the Convergence on Culture Technology
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• v.8 no.4
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• pp.339-345
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• 2022

Cardiovascular diseases is one of the leading causes of death in the world. The objectives of this study were to build various models using sociodemographic variables based on three variable selection methods and seven machine learning algorithms for the identification of hypertension and dyslipidemia and to evaluate predictive powers of the models. In experiments based on full variables and correlation-based feature subset selection methods, our results showed that performance of models using naive Bayes was better than those of models using other machine learning algorithms in both two diseases. In wrapper-based feature subset selection method, performance of models using logistic regression was higher than those of models using other algorithms. Our finding may provide basic data for public health and machine learning fields.

• Journal of Society of Preventive Korean Medicine
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• v.20 no.1
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• pp.19-28
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• 2016

Objectives : This study is to research on usage patterns, recognition of system to Korean medicine among high school students who are the potential future medical consumer. Methods : Based on the questionnaire used by KIHASA(Korea Institute for Health and Social Affairs) in 2011 and KHIDI(Korea Health Industry Development Institute) in 2014, modifications were made to make questionnaire more suitable for this research. This self-administered questionnaire was conducted among 1,025 highschool students of 3 high schools in Ulsan city on september, 2015. Except 19 cases which considered statistically insignificant or with unreliable responses, 1,007 cases were analyzed by p-paired test and ANOVA test through the SPSS 22.0 for Win program. Results : Most of the high school students(66.5%) do not have an experience on Korean medical care. The number of students' first experience on Korean medical care is the largest during their elementary school (34.9%), which means the treatment was mostly for restorative reasons like growth care. The later the time of their first experience on Korean medical care, the higher ratio was shown on their recent utilization of Korean medical care. Korean medicine was rarely covered in most cases of public health education at school, and this public health education and usage pattern on Korean medicine have positive correlation. Compared 'Group who have used Korean medical care in 1 years except recent 3 months' to the 'Group who have used Korean medical care in 3 recent months', the former showed higher recognition in Korean medical care and insurance system. Conclusions : The proportion of Korean medicine is as low as 4.5% to whole medical market, and most of the consumers are senior. In addition, the aging phenomenon of Korean medical consumer have been continued. This specialized study on usage patterns and recognition among youth can be the basic research data which can be used for promotion, education and establishment of health policy and health care system.

• Journal of Preventive Medicine and Public Health
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• v.31 no.4 s.63
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• pp.857-874
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• 1998

The objective of this study is to collect the opinions on the present condition and the improvement directions of urban health centers from and to make a comparison. Samples were drawn from the various sources of a district in seoul. 53 persons involved in district health's administration(the Members of a District Parliament, the senior officials of a District office, village chief) and 84 health center workers were surveyed with anonymous postal questionaires and 427 district private medical personnels with postal questionaires and 625 users of a health center with direct questionaires, from November 18 to 25, 1996. Additionally, 12,151 households were surveyed with self-reported questionaires including priorities on special district health services of health center, from September 1 to 7, 1996. The major findings were as follows : 1) Although the persons involved in district health administration tend to put lower priority on health service over other community activities, they well acknowledged the importance of health center. But health center workers strongly acknowledged the importance of both health service and heath center. 2) As to the level of human resoureces, equipments and ammenities of Health Center commpared with private medical institute, the persons involved in district health's administration and health center workers responded that health center was higher in following order : 54.9%, 41.6%, 36.5% and 88.0%, 80.7%, 44.1%. 3) Concerning the priorities of health center's improvement, the persons involved in district health's administration replied in the order of reinforcement of proffesional health workers (43.3%), improvement of equipments and ammenities(28.3%), and the health center workers replied in the order of reconstruction of organization(24.1%), public health education and promotion(22.8%), reinforcement of proffesional health workers(21.0%). 4) Both the persons involved in district health's administration and health center workers replied that Ministry Health and Welfare, District office, health center were essential as the most critical organizations in the activation of Health Center's Function. 5) Persons involved in district health's administration and health center workers chose, as the most important health center's Function, medical treatment and prevention of infectious disease, and prevention of acute and chrone disease control and special district health service, respectively. Both Groups replied that fammily planning and parasite control are no longer in need. 6) As the future health service requiring reinforcement, every human resources parties considered health conselling, health line, sex education as the most imortant elements in public health education. Concerning the reinforement of other health services such as medical checkup and visiting nurses, every human resources parties showed more than 80% approval rate, but for oriental medical care service, the private medical personels showed relatively low approval rate(52.9%). Therefore the planning for reinforcement of health center's function requires the reflection of human resources party's opinion and the implication of system which can control and combine the differences in party's opinions.

• Journal of Physiology & Pathology in Korean Medicine
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• v.18 no.2
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• pp.344-348
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• 2004

This study regarded irregular life styles such as nigh-shifts as contrary to the norm advised in the rules of Yang-saeng to analyze the problems brought about in relation to the concept of 'Yin-deficiency syndrome'. Yin-deficiency survey was given to sales workers on a big shopping mall in Seoul to compare the measurements of daytime workers to those of nigh-shift workers. The measurement of complaining symptoms related to Yin-deficiency of daytime workers and night-shift workers were compared, In comparison of the daytime workers and the night-shift workers, night-shift workers showed higher measurements than the daytime workers in the item of irritable fever on the five Hearts, flushing of the zygomatic region in the afternoon, tidal fever, dizziness, insomnia, yellow and scanty urination, and constipation. Especially tidal fever, insomnia, and constipation showed statistically significant difference. The total of ten items consisting of Yin-deficiency-related symptoms showed statistically significant high score in night-shift workers than the daytime workers. 'Factors for deficiency-type Heat' consisting of irritable fever on the five Hearts, flushing of the zygomatic region in the afternoon, tidal fever, and dried mouth and throat showed statistically significant high score in night-shift workers than the daytime workers. 'Accompanying factors' consisting of night sweats, emaciation, dizziness, insomnia, yellowish and scanty urination, and constipation also showed statistically and significantly high score in night-shift workers than the daytime workers. From the above results that night-shift workers show high degree of Yin-deficiency than daytime workers, and those overworking irregularly also show high degree of Yin-deficiency than those who work for adequate amount of time regularly implies that sitting up at night for work and sleeping at daytime, excessive work, and irregular life styles all function as high-risk factor for Yin-deficiency.

• Applied Microscopy
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• v.36 no.3
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• pp.183-194
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• 2006

The threadlike structures of fascia were examined by tight and electron microscopy. In order to distinguish its tissue organization, we used staining methods including hematoxylin-eosin, Masson's trichrome, Van Gieson's collagen fiber stain and Kluver-Barrera's luxol fast blue for nerve stain. Under the light microscope, the threadlike structures were composed of many collagen fibers and nerve. In higher magnification, they looked like as the bundle of tubular structures. Many myoid cell-spindle nuclei were observed in the tissue, which were taken from the fascia. It was identical with Bonghan duct known as one of meridian network theory. In the early 1960's the North Korean Bong-Han Kim showed the anatomical structures of the acupuncture points, and explained the meridian system as the concrete duct network system. According to Bonghan theory the Bonghan ducts spread throughout the body Because it is believed that the duct could have the role of signal pathway, the theory was reinvestigated in these days. All of the threadlike structures isolated from fascia shows the abundance of collagen fibers. The electron microscope examination (TEM) could confirm the well arranged collagen fiber and nerve. This investigation reveals that superficial Bohghan duct are nerve fiber parallel running with collagen fibers. We conjectured that the intermingled structure of collagen fiber, blood vessel and nerve fiber might have the role of meridian system. And the more, regardless of histological research, the study on collagen fiber as response transmitter in acupuncture treatment are in need.

• The Journal of the Convergence on Culture Technology
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• v.6 no.3
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• pp.413-418
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• 2020

Neuralgia is a disease that involves severe pain and has a very strong effect on the quality of human life, and the prevalence of the disease increases with aging. To date, previous studies on neuralgia were mainly focused on associations with mental illness, demographic information, and nutrients, and studies on association with blood information were very rare. Therefore, the objectives of this study are to examine the association between neuralgia and blood parameters and find clinical indicators related to neuralgia. To analyze the data, we used binary logistic regression based on data of the Korea National Health and Nutrition Examination Survey. Our results showed that age tended to have the higher association with neuralgia in both men and women, waist circumference and hematocrit level were associated with neuralgia in women, and fasting blood glucose and hemoglobin levels were associated with neuralgia in men. Also, we found that the association of neuralgia with waist circumference and blood information differed according to gender.

• The Journal of the Convergence on Culture Technology
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• v.6 no.4
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• pp.253-258
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• 2020

Depression is a disease with an increasing prevalence worldwide, and is highly associated with mortality as well as several diseases such as hypertension. The aim of this study is to discover clinical risk indicators associated with depression in the occupational group of simple labor workers. This study used the Seventh Korean National Health and Nutrition Examination Survey (2016-2018) conducted by the Korea Centers for Disease Control and Prevention. In association between depression and demographic information, age, sex, degree of stress perception, and stress perception ratio indices had a very high statistical association with depression, and education level and marital status were also associated with depression. Obesity indices such as abdominal circumference and body mass index were not associated with depression. Among the blood information, hemoglobin and hematocrit were highly associated with depression, and statistical significance was maintained even in the analysis adjusted for sex and age. The results of this study can be used as information for the prevention and treatment of depression in the occupational group of simple labor workers in the future.

• Journal of Sasang Constitutional Medicine
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• v.8 no.1
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• pp.1-15
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• 1996

The Sasang Constitutional Medicine seeks the psychosomatic balance, and the Basic principle of treatment according to the symptom(病證藥理) in Sasang Constitutional Medicine could be summarize as follows. 1. The pursuit of Shape-Image Medicine (形象醫學) and the Symptoms of shape - Symptoms of disease (形置病證). It established emotion, symptoms of constitution, and symptoms of constitutional disease on the base of Shape-Image Medicine (形象醫學) which means qi (氣) is inside and shape is outside (氣裡形表). 2. The inductive medicine and positive medicine. It systematized the Symptoms of shape - Symptoms of disease (形證病證) on the base of the medical practice of the ancients and Lee Jae-Ma (李濟馬)'s own experience inductively, and it present show to control the psychosomatic balance practically. 3. The pathology centering on human. Oriental medicine is based on Yin-Yang (陰陽) and Five elements (五行) and the harmony of nature and human (天人相應) of Taoism, but Sasang Constitutional Medicine is based on emotional and ethical pathology of Confucianism (儒學). 4. The treatment according to the symptom (病證藥理) in Sasang Constitutional Medicine centering on clear qi (正氣). The promotion and demotion (補瀉) which is based on clear qi (正氣) and evil qi (邪氣) is a basic principle in Oriental medicine, but In Sasang Constitutional Medicine it is attached importance to control of clear qi and classify obedience symptom and disobedience symptom (順 逆症) as the type to oppose disease. 5. The treatment according to the psychomatic symptoms. It takes importances to control of one-sided emotion as well as the treatment of psychical symptoms, and also to remedy disease as keeping under control one's mind. 6. The preventive medicine and the medicine to develop one's health. It is in pursuit of social health to develop personality through clear qi (正氣) in real life, to prevent disease, and to spread the sickness control of individual person. Sasang Constitutional Medicine pursuits the psychosomatic balance through 'Balance', 'Control', 'Self regulating Control' of the 'Golden Mean (中庸)' with the treatment according to the symptom (病證藥理) in Sasang Constitutional Medicine.

• Journal of Nutrition and Health
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• v.29 no.6
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• pp.651-660
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• 1996

The purpose of this study was to examine and analyze the degrees and the influence factors of job satisfaction of dietitians working in hospitals in relation to performance of duty in their works and to provide effective management of hospital dietitians for high quality health and food service in hospital. The questionaire was prepared with reference to the previous studies on job satisfaction of dietitians working in hospitals throughout the nation. 201 dietitians in the country were surveyed. The period of research was from January 20 to February 28, 1995. The results are as follows. 1) In regard to the degree of job satisfaction of hospital dietitians, they showed the highest degree of job satisfaction in the relationships with fellow dietitians followed by worth and self-confidence, aptitude and interests, relationships with cooks, job stability, degree of recognition of the dietitians competence, supervision of the superiors, degree of application of professional knowledge, work load, wage level, degree of recognition of the importance of duty, cooperative relationships with load, wage level, degree of recognition of the importance of duty, cooperative relationships with doctors, degree of performance of clinical work, the number of dietitians, the prromotion system, and welfare system in that order. On the other hand, they showed the highest dissatisfaction with food service facilities. 2) The influence factors on job satisfaction are as follows. (1) Wage factor : Shorter weekday working hours and higher bonuses make greaster job satisfaction (R2=0.3115). (2) Working condition factor : Larger number of monthly holidays(R2=0.5142), shorter weekday working hours(R2=0.1077), longer previous food service experience and computer utilization (R2=0.1432) make greater job satisfaction. (3) Welfare factor : Welfare system (R2=0.4132) and promotion system (R2=0.1624) have to do with computer utilization. Job stability has to do with marital status and computer utilization (R2=0.1165). consequently, those married dietitians who use computers show higher job satisfaction. (4) Human relationship factor : Smaller mumber of patients receiving food makes greater job satisfaction (R2=0.1334). (5) Superivision factor : Shorter weekday working hours and larger number of monthly holidays make greater job satisfaction (R2=0.1709). (6) Achievement factor : Marriage, larger number of dietitians(R2=9.2293), age, larger number of monthly holiday, higher monthly wages and computer utiliazation (R2=0.1088) make greater job satisfaction. (7) Speciality factor : Marriage, longer current hospital tenure, higher position and working in seoul(R2=0.1142) make higher job satisfaction. (8) Job inclination factor : working in general hospitals rather than in oriental hispitals, working in seoul(R2=0.1776) and better bonuses(R2=0.1078)make greater job satisfaction. As a result, the following is suggested for the job satisfaction of hospital dietitions on the basis of this study : hospital dietitians can achieve miximum job satisfaction through smooth relationships with coworkers, and the responsible managers should improve welfare and working conditions for the job satisfaction of hospital dietitians.

• Journal of Sasang Constitutional Medicine
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• v.8 no.2
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• pp.131-150
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• 1996

1. Result As the study for standardization of EAV's measurement values according to constitution and sex and age, the questionnaire on QSCC and QSCC(I) and EAV were carried out to 603 general patients in east : west promotion health center affiliated to Kyung Hee Medical center. The following conclusions were reached as the result of statistical handling of the data of questionnaire and EAV. 1) Each standard scope of BAZ and CMP was suggested. 2) BAZ and CMP examined about constitution did not show any statistical difference. 3) The result of examination by sex on BAZ and CMP is such as followings. A meaningful difference was showed at the level of p<0.001 in HH, HEL, HFR, and FF in case of male on BAZ. meaningful difference were showed at the level of p<0.001 in R3, R4, R18, L3, L16 and L18 and at the level of P<0.01 In R5, R8, R12, L7, L9, L10, L11, and L13 and at the level of P<0.05 in R1, R2, R6, R11, R13, R14, R16, R17, R19, R20, L1, L2, L4, L5, L14, L17, and L19 in case of male on CMP. There was no statistical difference in R7, R9, R10, R15, L12, and L15. 4) In every measure point of both BAZ and CMP a meaningful difference was notified at the level of P<0.01 by age. 2. Suggestion 1)Environmental, examinee and examiner's factors which may cause error in EAV measurement should be excluded. 2)The factor of change by time and space should be clarified. 3)The correlation between disease and meridian should be learned. And scopes of BAZ and CMP according to disease should be studied.