It is hypothesized that the number of outpatient visits can be represented by three different probability models: the truncated Poisson distribution, the Zeta distribution and the logarithmic series distribution. Maximum likelihood estimates of parameters of the above distributions were obtained by using grouped data according to the number of visits. A goodness-of-fit test was also made to compare the fit of the three distributions and the value of this statistic was classified and compared according to the types of medical care facilities. Based on the likelihood ratio statistic as a test criterion, both the truncated Poisson and Zeta distributions were not appropriate for the model of the number of outpatient visits. However, the logarithmic series distribution provides a good fit to data in the case of university hospitals, general hospitals and hospitals. When we apply this distribution in the 10 most common diseases, the estimates of the parameter vary from 0.39567 to 0.54176 for university hospitals, from 0.45329 to 0.65387 for general hospitals, and from 0.55104 to 0.77625 for hospitals. On the other hand in the case of clinics, even the logarithmic series distribution cannot be fitted to the data well. A characteristic of clinic utilization with almost homogeneous treatment patterns, in spite of the fact that there are a great many clinics, could be the reason for the above results.
Ambulatory Care Facilities/utilization* ; Dermatitis, Contact ; Gastrointestinal Diseases ; Human ; Korea ; Probability ; Respiratory Tract Infections

Ambulatory Care Facilities ; utilization ; Asthma ; diagnosis ; prevention & control ; Child ; Humans ; Mass Screening

Antibiotics are one of the most commonly produced pharmaceutical agents; production amount of antibiotics reached approximately 1.6 trillion won in 2010. From the doctors' perspective, there were important turning points in the use of antibiotics beyond the 21st century. These include implementation of separation of pharmaceutical prescription and dispensation in 2000, quality assessment of prescriptions, including those for antibiotics for treatment of acute upper respiratory tract infections, in ambulatory care in 2001 and public reporting of its results in 2006, quality assessment of the use of prophylactic antibiotics for surgery in 2007, and the code of conduct for ethical competition in the pharmaceutical trade in 2010. With this background, many changes in the use of antibiotics have occurred in the last decade. This review summarizes the literature published on the use of antibiotics in human medicine in Korea over the past decade.
Ambulatory Care ; Anti-Bacterial Agents ; Antibiotic Prophylaxis ; Drug Utilization Review ; Humans ; Korea ; Prescriptions ; Respiratory Tract Infections

OBJECTIVES: This paper proposes new alert override reason codes that are improvements on existing Drug Utilization Review (DUR) codes based on an analysis of DUR alert override cases in a tertiary medical institution. METHODS: Data were obtained from a tertiary teaching hospital covering the period from April 1, 2012 to January 15, 2013. We analyzed cases in which doctors had used the 11 overlapping prescription codes provided by the Health Insurance Review and Assessment Service (HIRA) or had provided free-text reasons. RESULTS: We identified 27,955 alert override cases. Among these, 7,772 (27.8%) utilized the HIRA codes, and 20,183 (72.2%) utilized free-text reasons. According to the free-text content analysis, 8,646 cases (42.8%) could be classified using the 11 HIRA codes, and 11,537 (57.2%) could not. In the unclassifiable cases, we identified the need for codes for "prescription relating to operation" and "emergency situations." Two overlapping prescription codes required removal because they were not used. Codes A, C, F, H, I, and J (for drug non-administration cases) explained surrounding situations in too much detail, making differentiation between them difficult. These 6 codes were merged into code J4: "patient was not taking/will not take the medications involved in the DDI." Of the 11 HIRA codes, 6 were merged into a single code, 2 were removed, and 2 were added, yielding 6 alert override codes. We could codify 23,550 (84.2%) alert override cases using these codes. CONCLUSIONS: These new codes will facilitate the use of the drug-drug interactions alert override in the current DUR system. For further study, an appropriate evaluation should be conducted with prescribing clinicians.
Ambulatory Care ; Decision Support Systems, Clinical ; Drug Interactions ; Drug Utilization Review* ; Drug Utilization* ; Hospitals, Teaching* ; Humans ; Insurance, Health ; Korea* ; Outpatients* ; Prescriptions*

INTRODUCTIONChronic kidney disease (CKD) is a major public health problem in Singapore. Efforts are being made to right-site CKD care (stage 1 to 3) from specialist outpatient clinics (SOCs) to general practitioners (GPs) to ease congestion. This study aims to identify factors influencing screening and management of CKD among GPs in Singapore.

MATERIALS AND METHODSA survey was conducted among the 1202 GPs between April and September 2010. The survey questionnaire was developed in collaboration with experts in nephrology and general practice, it included questions about screening, awareness and management of CKD.

POPULATION STUDIEDGPs registered with the National Healthcare Group General Practitioner (NHG GP) partner database.

RESULTSThree hundred and two GPs completed the survey. A total of 70% of the respondents were males and with their median years of practice as 18. A total of 86% of them reported screening for CKD while 50% of GPs were confident of managing patients with CKD stage 1; and 38% of GPs are aware of CKD guidelines. Majority of GPs (64%) agreed that right-siting of early CKD patients would ease congestion at SOCs. Some of the obstacles in CKD management listed by the GPs were lack of patient trust, experience and communication with the specialist and the inability of the patient to pay.

CONCLUSIONGPs screen patients for CKD, however their awareness of guidelines is limited. Opportunities exist for improving physician recognition of CKD, awareness of CKD guidelines, improving collaborative care and reimbursement for the patient and the provider. This study has identified factors which when addressed could lead to wider acceptance of CKD right-siting by both the patients and the GPs.

Ambulatory Care Facilities ; utilization ; Female ; General Practice ; Health Care Surveys ; Health Knowledge, Attitudes, Practice ; Humans ; Male ; Practice Patterns, Physicians' ; statistics & numerical data ; Renal Insufficiency, Chronic ; diagnosis ; therapy ; Singapore

OBJECTIVES: The purposes of this study were to examine the status of children and adolescents with regard to enrollment in private medical insurance (PMI) and to investigate its influence on their utilization of medical services. METHODS: The present study assessed 2973 subjects younger than 19 years of age who participated in five consecutive Korea Health Panel surveys from 2009 to 2012. RESULTS: At the initial assessment, less than 20% of the study population had not enrolled in any PMI program, but this proportion decreased over time. Additionally, the number of subjects with more than two policies increased, the proportions of holders of indemnity-type only ('I'-only) and of fixed amount+indemnity-type ('F+I') increased, whereas the proportion of holders with fixed amount-type only ('F'-only) decreased. Compared with subjects without private insurance, PMI policyholders were more likely to use outpatient and emergency services, and the number of policies was proportionately related to inpatient service utilization. Regarding out-patient care, subjects with 'F'-only PMI used these services more often than did uninsured subjects (odds ratio [OR], 1.69), whereas subjects with 'I'-only PMI or 'F+I' PMI utilized a broad range of inpatient, outpatient, and emergency services relative to uninsured subjects (ORs for 'I'-only: 1.39, 1.63, and 1.38, respectively; ORs for 'F+I': 1.67, 2.09, and 1.37, respectively). CONCLUSIONS: The findings suggest public policy approaches to standardizing PMI contracts, reform in calculation of premiums in PMI, re-examination regarding indemnity insurance products, and mutual control mechanisms to mediate between national health insurance services and private insurers are required.
Adolescent ; Ambulatory Care/*utilization ; Child ; Child, Preschool ; Female ; Health Surveys ; Humans ; Income ; Infant ; Infant, Newborn ; Insurance, Health/economics/*statistics & numerical data ; Male ; Medically Uninsured ; Odds Ratio ; Republic of Korea

INTRODUCTIONIncreasing demand for public healthcare and access to specialist care has become a major concern. Characterising the referral pattern to a national centre's cardiology specialist outpatient clinics (SOCs) and the diagnostic outcomes may be useful in formulating referral guidelines to contain rising demand.

MATERIALS AND METHODSA prospective observational followup study was conducted of all consecutive new patient referrals to the cardiology SOCs of the National Heart Centre over a 1-month period. The records of these 1224 patients were reviewed following their first visit and again after 3 months of evaluation and investigation. Patients' demographics, referral sources, indications of referral, risk factors, provisional and final diagnoses were collected. Referrals from the top 2 volume sources (government polyclinics and hospital Emergency Department) accounted for 600 referrals. These subsidised referrals formed the study group for analysis.

RESULTSThe mean age of referred patients was 56 +/- 15.2 years, with equal proportion of males and females. Most patients had known cardiac risk factors of hypertension (53.2%) and hyperlipidaemia (42.3%). Only 23% of referrals had significant cardiac abnormalities. Referrals for typical chest pain derived the highest yield whereas referrals for atypical chest pain, non-cardiac chest pain derived the lowest yield. Referrals for asymptomatic electrocardiogram (ECG) changes (except for atrial flutter/fibrillation) did not yield cardiac abnormalities. Multivariate analysis of chest pain referrals showed typical chest pain and hyperlipidaemia to be statistically significant predictors for coronary artery disease.

CONCLUSIONReferrals to cardiology outpatient specialist clinics should be based on the presence of patient symptoms, particularly that of typical chest pain. In asymptomatic patients, routine ECG screening did not appear to yield significant cardiac abnormalities.

Adult ; Aged ; Ambulatory Care Facilities ; Cardiology ; Cardiovascular Diseases ; diagnosis ; physiopathology ; Female ; Health Services Needs and Demand ; Humans ; Male ; Medicine ; Middle Aged ; Prospective Studies ; Referral and Consultation ; economics ; utilization ; Singapore ; Specialization

PURPOSE: As a follow-up for the validity study of Community Health Surveys (CHSs), the purpose of this study was to evaluate the factors affecting the accuracy of CHSs by investigating subjects' characteristics. MATERIALS AND METHODS: We used data from 11,217 participants (aged 19 years or older) who had participated in the CHS, conducted by a local government in 2008 and analyzed the variables affecting the sensitivity and specificity of hospitalization and outpatient visit. RESULTS: Multivariate logistic regression analysis showed that, factors related with the sensitivity of hospitalization and outpatient visit questions were gender, age, marital status, chronic diseases, medical checkup, the subjective health status and necessary medical services. Factors related with the specificity were gender, marital status, educational background, chronic diseases, medical checkup, alcohol consumption, necessary medical services and sadness. CONCLUSION: This study revealed the subject-related factors associated with the validity of the CHS. Efforts to improve the sensitivity and the specificity from self-report questionnaires should consider how the characteristics of subjects may affect their responses.
Adult ; Age Factors ; Ambulatory Care ; Female ; Health Care Surveys ; Health Services/*utilization ; Health Status ; *Health Surveys ; Hospitalization ; Humans ; Logistic Models ; Male ; Middle Aged ; Questionnaires ; Reproducibility of Results ; Republic of Korea ; Residence Characteristics ; *Self Report ; Young Adult

PURPOSE: The purpose of this study was to understand the situation of diabetes patients receiving examinations for diabetes complications and to explore the factors influencing their intention to receive examinations for diabetes complications. METHODS: A cross-sectional study was performed that included 251 diabetes patients who visited outpatient clinics in Southern Taiwan. A survey using a self-administered questionnaire was conducted from October 2015 to January 2016. The questionnaire included items on demographic characteristics, perceived susceptibility to diabetes complications, perceived seriousness of diabetes complications, perceived benefits of taking action to receive diabetes complication examinations, perceived barriers to taking action to receive diabetes complication examinations, and the intention to receive diabetes complication examinations. The data were analyzed using regression analysis. RESULTS: The percentage of participants who received fundus, foot, and kidney examinations was 67.7%, 61.4%, and 73.3%, respectively. Every point increase on the perceived barriers to taking action to receive diabetes complication examinations scale increased the intention to receive a foot examination in the following year by 0.91 times (p = .002), and every point increase on the perceived susceptibility to diabetes complications scale increased the intention to receive a kidney examination in the following year by 1.19 times (p = .045). CONCLUSIONS: Nurses should shoulder the responsibility to increase patients' intention to receive examination of diabetes complications. The results of this study can be used to promote nurses' care efficacy in preventing diabetes complications. They can also provide medical institutions with information to establish prevention and control policies for diabetes complications.
Ambulatory Care/utilization ; Cross-Sectional Studies ; Diabetic Angiopathies/nursing/*prevention & control/psychology ; Diabetic Nephropathies/nursing/*prevention & control/psychology ; Disease Susceptibility/psychology ; Early Diagnosis ; Female ; Humans ; Intention ; Kidney Function Tests ; Male ; Middle Aged ; Nurse-Patient Relations ; Ophthalmoscopy ; Patient Acceptance of Health Care/*psychology ; Perception ; Physical Examination/nursing/*psychology/utilization ; Taiwan

Climate change has been referred to as one of the greatest threats to human health, with reports citing likely increases in extreme meteorological events. In this study, we estimated the relationships between temperature and outpatients at a major hospital in Qingdao, China, during 2015-2017, and assessed the morbidity burden. The results showed that both low and high temperatures were associated with an increased risk of outpatient visits. High temperatures were responsible for more morbidity than low temperatures, with an attributed fraction (AF) of 16.86%. Most temperature-related burdens were attributed to moderate cold and hot temperatures, with AFs of 5.99% and 14.44%, respectively, with the young (0-17) and male showing greater susceptibility. The results suggest that governments should implement intervention measures to reduce the adverse effects of non-optimal temperatures on public health-especially in vulnerable groups.
Adolescent ; Adult ; Aged ; Aged, 80 and over ; Ambulatory Care/statistics & numerical data* ; Cardiovascular Diseases/therapy* ; Child ; Child, Preschool ; China/epidemiology* ; Cold Temperature/adverse effects* ; Cost of Illness ; Digestive System Diseases/therapy* ; Facilities and Services Utilization/statistics & numerical data* ; Female ; Hot Temperature/adverse effects* ; Humans ; Infant ; Infant, Newborn ; Male ; Middle Aged ; Poisson Distribution ; Respiratory Tract Diseases/therapy* ; Risk Factors ; Young Adult