• 보건행정학회지
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• 제9권3호
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• pp.1-20
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• 1999

This study reviews the literature of influencing factor on hospital-employed physician's income, and it describes general distribution of hospital-employed physician's income, and analyzes influencing factor of hospital-employed physician's income. A total of 1.795 persons responded to the mail survey. through stratified sampling by 23 branches of medical society in Korean RBRVS study. The design of the study is cross sectional study. and the unit of analysis is a physician. To examine the change of average income per month. multiple regression was used to test the change according to physician's characteristics. demographic characteristics. scale of hospital. average intensity of ordinary work. and specialty. The major findings of this study are as follows; 1. As for physicians working in first referral hospital. the average income of neurosurgeon per month was the largest. being 1.34 times larger than that of the family physician, and that of the emergency physician was the smallest, being 0.78 times smaller than that of the family physician, but that of the ophthalmic and Orthopaedic physician was significantly larger than that of the family physician under the control of control variables. And average income per month was significantly larger for physicians who worked in Seoul metropolitan area than physicians who worked in rural area. 2. The year of physician's career, number of average out-patients per month significantly positively associated, but the number of hospital beds and average intensity of therapy significantly negatively associated with average income per month. 3. As for physicians working in second referral hospital. the average income of the psychiatric physician per month was the largest, being 1.33 times larger than that of the family physician, and that of the emergency physician was smallest, being 0.74 times smaller than that of the family physician., but no significant difference was seen under the control of control variables, and average income per month was significantly larger for physicians who worked in Seoul metropolitan area than physicians who worked in large municipal area. 4. The year of physician's career and number of hospital beds significantly positively associated, but average working hours per month significantly negatively associated with average income per month. In conclusion, the year of hospital-employed physician's career is the largest influencing factor on hospital-employed physicians. But the difference of average income per month according to working regions and to number of hospital beds existed in employed physicians under the control of control variables. So this study has implementation that we must consider the influence of working regions and the number of hospital beds on the income of hospital-employed physicians in making policy for hospital. Being a cross-sectional study, this study can not suggest causal explanations. In the future, experiment or cohort study is needed for causal explanations.

• Journal of Preventive Medicine and Public Health
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• 제26권4호
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• pp.614-627
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• 1993

It is well known that a physician's personal characteristic affects his practice pattern. Furthermore, a physician's specialty has powerful influences on his practice pattern. However, despite the fact that specialization has received the most attention for its influence on physician's service behavior, few studies have been conducted on the variations of contents and volume of physician's services. This study has intended to identify factors influencing the practice variations according to various physician characteristics. There are some other evidences that medical care providers are different in using of health services and resources in Korea. Four physician characteristics were selected for the analysis, two demographical factors, age and sex, and two practice factors, place of practice and medical specialty. Also, three indicators of service amount (total amount of insurance claim bill, number of visits per case, number of prescriptions per case) were selected. From the pool of insurance claims for ambulatory care received by the Korean National Federation of Medical Insurance(NFMI), 84,898 cases were randomly sampled. In the meantime using physician database of NFMI, 613 general practitioners (GP), 107 regular family physicians (FP), 483 'grandfather' family physicians(GFP), and 1,157 specialist practitioners(SP) were randomly sampled. Their different practice contents were compared concerning the specialty, age groups, sex, and practice sites (urban-rural) Specialist physicians tend to provide more costly care than do generalists. General practitioners and family physicians usually make fewer following visits and prescriptions. Age is also the important factor in determining the amount of services, which is highest at the physician's age group of 40's. Female doctors and urban practitioners use much more resources than their counterparts respectively. Research findings suggest that physician's characteristics particularly the specialty can affect practice patterns and resource utilizations. Other characteristics such as age and sex are not controllable but physician's specialty is relatively easily controllable during the entire phases of policy implementation. This is all the more true in the individual's initial decision of his specialty. Specialization therefore should receive policymaker's attention for its potential influence on medical care utilization and health care expenditure.

• Asian Pacific Journal of Cancer Prevention
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• 제17권sup3호
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• pp.161-166
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• 2016

Iranian women are at high risk of low compliance with repeat mammography due to a lack of awareness about breast cancer, negative previous experiences, cultural beliefs, and no regular visits to a physician. Thus research is needed to explore factors associated with repeated mammography participation. Applying the concept of perceived risk as the guiding model, this study aimed to test the fit and strength of the relationship between perceived risk and physician recommendation in explaining repeat mammography. A total of 601 women, aged 50 years and older referred to mammography centers in region 6, were recruited via a convenience sampling method. Using path analysis, family history of breast cancer and other types of cancer were modeled as antecedent perceived risk, and physician recommendation and knowledge were modeled as an antecedent of the number of mammography visits. The model explained 49% of the variance in repeat mammography. The two factors of physician recommendation and breast self-examination had significant direct effects (P < 0.05) on repeat mammography. Perceived risk, knowledge, and family history of breast cancer had significant indirect effects on repeat mammography through physician recommendation. The results of this study provide a background for further research and interventions not only on Iranian women but also on similar cultural groups and immigrants who have been neglected to date in the mammography literature.

• International Journal of Computer Science & Network Security
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• 제23권5호
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• pp.47-52
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• 2023

In this paper a new fuzzy prediction is designed and developed to predict the type of delivery based on 7 factors. The developed system is highly needed to give a recommendation to the family excepting baby and at the same time provide an advisory system to the physician. The system has been developed using MATLAB and has been tested and verified using real data. The system shows high accuracy 95%. The results has been also checked one by one by a physician. The system shows perfect matching with the decision of the physician.

• Journal of Preventive Medicine and Public Health
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• 제25권1호
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• pp.73-87
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• 1992

The level of copayment increased in order to stabilize the financial condition of the health insurance on 1986. An important question regarding the policy was whether the increase in the level of copayments reduced the utilization of medical services in the poor selectively. In spite of the importance of the research question, no study has been reported. This study was designed to find out changes in numbers of physician visits, to explain characteristics influencing the difference of utilization before and after the program. Finally the interaction effect between the program and the level of income was examined for the abover question. A total of 10,421 persons from eight institutions was selected as the study sample. Research findings are as follows. 1. The number of physician visits decreased by ten percent as a result of increasing the level of copayment. 2. The decrease was remarkable in some groups such as children, rural area and large family. 3. The most important factor which explained the difference was the number of physician visits before the introduction of the new program. The more numbers of physian visits during the last year were, the more numbers of physian visits decreased after the program. 4. The interaction term between the program and the level of income was statistically significant in the multiple regression model which explained physician visits and its coefficient was negative. It means that an increase in copayment did not reduced the number of physician visits in the poor, selectively. 5. It can be concluded that imposing adequate copayment reduces the use of medical services as well as medical costs without serious damage in access especially for the poor people.

• 보건행정학회지
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• 제3권2호
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• pp.100-129
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• 1993

This study is designed to find out some intra-clinic factors affecting the content of practice provided by primary care physicians in Korea, and proposed factors in this study are characteristcs of each private clinc --- physician-related variables(age, sex, specialty), bfed-related variables for inpatient care, laboratory-related variables for precise diagnosis. We have tried to estimate the difference of disease entities cared by each primary care physician according to above factors by analyzin gdisease data claimed during one month(April, 1992) to National Federation of Medical Insurance. The diagnosis codes by ICD-9 in the research disease data were reclassified to 'diagnosis clusters' by virtue of clinical similarities for effective analyses. We have converted frequent-tsing ICD-9 codes to 86 diagnosis clusters, which incorporated 97.4 percents of all ambulatory visits to private clinics. This result means proposed diagnosis-cluster method is effective tool for analysis of the content of ambulatory medical care carried out by primary care physicians. Comparisons and analyses of multiple diagnosis-clusters made on the basis of presented factors were done and the results were as follows; - Major factors affecting the difference between diagnosis-cluster pattern by each variables were phyusician's age, sex, specialty and bed counts of each private clinic for inpatient care and the size of laboratories of each clinic. - Middle aged(30th to 40th) group physicians are providing more comprehensive care than 20th or above 50th aged groups. Male physicians are more adequate for comprehensive care than female physicians, because woman-doctors are providing narrow-spectrum care. The content of practice of obstetricians and gynecologists shows much difference from primary medical practice, and they cannot be included in primary care physician, this study suggested. Pediatricians are also providing short-spectum acre, and nearly all visits to pediatricians were incorporated only 2-3 diagnosis-clusters. General surgeons' practices are very similar to general practioners' or family physicians' practices, the means they are providing primary care rather than special surgical care. And small number of beds(under 5 beds) and only basic(2-3 sorts of)diagnostic apparatuses are sufficient for primary physicians' clinic to carry out primary care. In conclusion, to reinforce primary care department in Korea, there must be support with health policy to expand office-based primary care practice-- with small number of beds for inpatient care and only basic laboratories-- provided by general practitioner of family physician.

• 의료법학
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• 제9권1호
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• pp.319-382
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• 2008

As a withdrawing care's study, the purpose of this study is searching about withdrawing care's acceptance and circumstances through Bora-mae hospital case(chapter 1). Withdrawing life-sustaining treatment has various forms. Though the meaning of euthanasia, death with dignity, natural death, physician assisted suicide are duplicated, the meaning of those are different slightly. Firstly, this study looks about the difference of the those meaning and acceptance range(condition) by withdrawing care's forms(chapter 2). Bora-mae hospital case sentenced guilty about physician who discharged incompetent patient who was after surgery by patient's wife determination. This Bora-mae case that sentenced guilty about discharge against medical advise(DAMA) that is regarded to custom has brought intensive confliction of legal, social, medical aspect, Bora-mae hospital case has many legal problems. First, as to criminal law rule 250(murder), the problem is whether discharge and withdrawing life-sustaining treatment is commission or omission. this study concluded omission(district court: omission, appeal, supreme court: commission). Because legal denounce point of discharge and medical treatment withdrawing is omission that physician who is obligatory on patient to cure. If physician's act is regarded omission, it is necessary to determine whether he has guardian status and obligation. Without guardian status and obligation, omission crime can't exist. This study decided that physician had guardian status and obligation and foundation of guardian status was pre-action or acceptance of emergency patient. Physician's medical treatment duty finished when patient(or patient's guardian) demands discharge. But when patient death is foreseen and other possible treatment does not exist, his duty of life prolonging treatment does not finish. This originate from physician's social responsibility and public status that limits patient's private liberty. This study regarded physician's action as accomplice about whether physician's discharging action is accomplice or the principal offender(district court: the principal offender, appeal, supreme court: accomplice). Though the principal offender needs criminal determination and action, there is no this common determination and functional action control of physician in Bora-mae case(chapter 3). Bora-mae hospital case partly originated from deficiency of legal, institutive system including medical security system shortage, the instruction is 1. medical security system strengthening, 2. hospital ethical committee's activity strengthening, 3. institutionalization of withdrawing life-sustaining treatment, 4. acceptance of pre-decision making system, 5. sufficient persuasion of physician for patient and faithful writing of medical paper, 6. respect for patients' self-determination and rights, 7. consciousness's changing for withdrawing life-sustaining treatment and persistent education about medical ethics(chapter 4). Considering Bora-mae case, medical sector is not the dead ground of a criminal punishment. Intervention of criminal law in medical sector give rise to ill effect, that is, excess medical examination and treatment, safeguard treatment, delay of discharge from a hospital. Because sufficient guarantee of life becomes mere empty slogan under situation that impose a burden of heavy cost to family or hospital, public and systematic solution should be given(chapter 5).

• Journal of Preventive Medicine and Public Health
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• 제7권1호
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• pp.163-173
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• 1974

A study on the health care of Ewha Womans University staff, faculty and families was conducted during the period from March 1973 to August 1974 using designed questionaire. A total of 196 persons who were randomly sampled as 27.3% of the total staff and faculty 789 were studied. The response rates were 96.0%. The results and findings obtained from the study are summerized as follow. 1. The sex ratio of the members the faculty and the staff shows 83.2% and the singles are 37.2% of the total. Their mean family size being 4.6 persons per capita, each family has mean number of 2.3 childeren. 2. The median monthly income of a member of faculty amounts \114,000 and that of a staff \43,077. It amounts \79,333 when the median monthly income of both the members of the faculty and the staff are taken. Consequently, it amounts \91,727\ per family (Assumed mean). 3. 71.4% of the total hold the house of their own. A spouses of 59.4% of them are working for the additional income of the family. 4. Their health condition is rated fair, i. e. 92.3% of them enjoy good health. Out of total members faculty and the staff, 20.6% are cared by family physician. 36.2% of them feel that they are burdened by heavy medical expense. 5. 76.7% of them have affirmatively responded that they would purchase medical insurance policy when they were offered. It reaches 84.0% of the total who consider buying the policy for their dependents. 74.0% of them desire to purchase the policy for their spouse's parents. 6. The monthly prevalence rate reaches 17.0% and the hospital admission rate 4.7%.12.3% of them affirmatively responded that they had chronic diseas. The number of sick call per capita counts 0.2 per month and the hospital admission rate 0.05. 7. To examine the nature of their disease, the respiratory disease is rated to be the top and the gastro-intestinal disease comes to the next. As far as chronic disease is concerned, the gastro-intestinal disease is predominent. 8. As to their treatment, 65.4% of them get the physician's treatment and 17.0% treatment of drug purchasing and 7.7% prefer Chinesedrug. 6.6% of them gets no medical treatment at all. 9. The treatment ratio, including drug purchasing and other means, reaches 93.4%. 60.7% of them affirmatively responded that they did not or could not get physician's treatment at least once even though they thought they had to. It is disclosed that 25.4% of them are caused by economical reason. 10. Average medical expense per case amounts \7,116 and monthly medical expense per capita \1,345. Consequently, average monthly medical expense per family amounts \6,185. 11. The medical expense of a family is rated 7.7% of total earnings of the same period.

• 보건행정학회지
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• 제3권2호
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• pp.159-176
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• 1993

The utilization of outpatient care services involves two steps of sequential decisions. The first step decision is about whether to initiate the utilization and the second one is about how many more visits to make after the initiation. Presumably, the initiation decision is largely made by the patient and his or her family, while the number of additional visits is decided under a strong influence of the physician. Implication is that the analysis of the outpatient care utilization requires to specify each of the two decisions underlying the utilization as a distinct stochastic process. This paper is concerned with the number of physician visits, which is, by definition, a discrete variable that can take only non-negative integer values. Since the initial visit is considered in the analysis of whether or not having made any physician visit, the focus on the number of visits made in addition to the initial one must be enough. The number of additional visits, being a kind of count data, could be assumed to exhibit a Poisson distribution. However, it is likely that the distribution is over dispersed since the number of physician visits tends to cluster around a few values but still vary widely. A recently reported study of outpatient care utilization employed an analysis based upon the assumption of a negative binomial distribution which is a type of overdispersed Poisson distribution. But there is an indication that the use of Poisson distribution making adjustments for over-dispersion results in less loss of efficiency in parameter estimation compared to the use of a certain type of distribution like a negative binomial distribution. An analysis of the data for outpatient care utilization was performed focusing on an assessment of appropriateness of available techniques. The data used in the analysis were collected by a community survey in Hwachon Gun, Kangwon Do in 1990. It was observed that a Poisson regression with adjustments for over-dispersion is superior to either an ordinary regression or a Poisson regression without adjustments oor over-dispersion. In conclusion, it seems the most approprite to assume that the number of physician visits made in addition to the initial visist exhibits an overdispersed Poisson distribution when outpatient care utilization is studied based upon a model which embodies the two-part character of the decision process uderlying the utilization.

• 보건행정학회지
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• 제3권1호
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• pp.124-145
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• 1993

General practitioners, internists, pediatricians, and family physicians are classified as so-called primary care physicians in the United States. We carried out this study for the purpose of answering the following question; "Who are the primary care physicians in Korea\ulcorner" We analyzed the 663, 154 claims which were drawn from the health insurance processing file made during the period of one month, April 1992 on the basis of systemic random sampling technique. The 663, 154 cases were matched with the doctor's file registered at the National Federation Medical Insurance by using the indivisual physician code number and analyzed according to the kind of specialty. If we follow the Geyman's definition of primary care physician in the United States, this study shows that they can take care of 43.2% of the total private clinic's claims in Korea. Provided that general practitioners and family physicians are considered the same way as in the United Kingdom, they could with only 8.3% of the total claims in Korea. The most frequent diseases are those which rank first to 46th in the total private clinic's claims. The proportion of the most frequent diseases was highest for pediatricians(90.4%) and followed by internists(81.4%), otolaryngologists(78.7%) and family physicians(76.5%). The proportion of the most frequent diseases in the most common 46 diseases was highest for radiologists(80.4%) and the next was as follows : general practitioners(78.3%), family physicians(67.4%), and internists(67.4%). We classified the most common 20 diseases of each specialty into 17 categories of ICD-9 and compared it with those of general practitioners. The specialists who had managed a similar disease pattern to those of general practitioners were identified as anesthesiologists, family physicians, general surgeons, and internists. Some specialists practicing at private clinics managed the diseases which were not quite appropriate for their specialties. After we evaluated each specialty by the most common diseases, the most frequent diseases, and the most frequent 20 diseases of each specialty in terms of the 17 categories of ICD-9, a tentative assumption is made that the primary physicians in the Republic of Korea are general practitioners, anesthesiologists, family physicians, internists, and general surgeons. This study has concluded that the categories of the primary care physicians are so diverse that their roles and distributions are distorted accordingly. Vigorous health policy efforts in correcting the malcomposition need to be made for the better provision of primary health care in Korea. in Korea.