• 대한간호학회지
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• 제36권4호
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• pp.652-661
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• 2006

Purpose. The purposes of this study were to apply data mining tool to nursing specific knowledge discovery process and to identify the utilization of data mining skill for clinical decision making. Methods. Data mining based on rough set model was conducted on a large clinical data set containing NMDS elements. Randomized 1000 patient data were selected from year 1998 database which had at least one of the five most frequently used nursing diagnoses. Patient characteristics and care service characteristics including nursing diagnoses, interventions and outcomes were analyzed to derive the meaningful decision rules. Results. Number of comorbidity, marital status, nursing diagnosis related to risk for infection and nursing intervention related to infection protection, and discharge status were the predictors that could determine the length of stay. Four variables (age, impaired skin integrity, pain, and discharge status) were identified as valuable predictors for nursing outcome, relived pain. Five variables (age, pain, potential for infection, marital status, and primary disease) were identified as important predictors for mortality. Conclusions. This study demonstrated the utilization of data mining method through a large data set with stan dardized language format to identify the contribution of nursing care to patient's health.

• 대한간호학회지
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• 제35권3호
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• pp.535-545
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• 2005

Purpose: This paper reports a study exploring factors related to patient satisfaction and dissatisfaction with inpatient care. Method: A cross-sectional study design was used, employing data from the National Health and Nutrition Survey conducted in 2001. Socio-demographic factors, utilization, self-rated health status, and disease characteristics were assessed by employing univariate comparisons and multivariate logistic regression analyses. Result: Out of 37,769 respondents, 1,043 aged 20 years and over had been admitted to a hospital or clinic at least once during the past year. About a quarter of the respondents were discharged from tertiary hospitals and $21\%$ from clinics. The majority of patients ($58\%$) were satisfied with inpatient care received, whereas $11\%$ were dissatisfied. Greater satisfaction was found in patients aged 45-64 years and those having formal education, discharge from tertiary hospitals, national health insurance as a payer, medical expenses not being burdensome, good self-rated health status, and neoplasm. Living in non-metropolitan urban areas, shorter length of stay, and musculoskeletal diseases were associated with greater dissatisfaction. Conclusion: Different factors were related to patient satisfaction and dissatisfaction with care. Those factors need to be taken into account when evaluating and comparing satisfaction levels between health care institutions.

• 한국응급구조학회지
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• 제26권2호
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• pp.73-85
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• 2022

Purpose: The purpose of this study is to understand currently active Korean paramedics' disaster response abilities, including immediate response, severity classification, patient treatment, and patient transfer, in a disaster situation with multiple casualties. Methods: A structured questionnaire consisting of a total of 25 questions was used, including 5 questions on the subject's general characteristics and 20 questions on disaster-related emergency response abilities. Results: Among the disaster response abilities of the participants, the patient transport ability scores were high and the cooperative support ability scores were low. In terms of general characteristics, there was a significant difference in age, and it was high in the 40s, and there was a significant positive correlation between each competency. Conclusion: These results suggest that there is an urgent need to develop a systematic and specialized educational system with components inside and outside fire departments related to multiple casualty disasters to improve overall abilities.

• 대한간호학회지
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• 제23권4호
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• pp.602-616
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• 1993

The purpose of this study was to explore the degree of stress in caregivers caring for patients who had had a cerebro vascular accident as the stress is related to the self- care ability of the patient. The subjects for the study were caregivers of 111 CVA patients, hospitalized at two University affiliated hospitals and two general hospitals in Daejon. The survey instruments used in the study were Kang’s ADL Check List and a modified form of Lee’s Stress Inventory. The survey was conducted from July 16th to August 30th, 1992. The survey results were analyzed using the Statisitical Package for Social Sciences (SPSS) and can be sumerized as follows: 1. The level of self- care for the CVA patients was : 1) complete dependence (M=34.7, 31.2%), 2) complete independence (M=14.8. 13.3%), 3) in-complete independence ( M=17.5, 15.8% ), 4) in-complete dependence (M=14.8, 13.3%) and 5) dependence and independence (M=14.1, 12.7%). The items for which there was a high level of self-care were 1) drinking (M=3.640), 2) returning (M=2.351) and 3) eating (M=2.351) : and the items for which there was a low level of self -care were : 1) ascending and descending stairs (M=2.351), 2) dressing and undressing trousers (M=2.514) and 3) dressing and undressing jacket (M :2.532). 2. There was a statistically difference between the paralytic status and the level of self- care accord-ing to their demographic characteristics ( F=24. 7056, p(.001). 3. There was no significant difference in the degree of caregiver stress according to patient's demo-graphic characteristics. 4. There was a statistically significant difference in the degree of caregiver stress according to the following demographic characteristics : age (F=7.4189, p(.001), education level (F=5.8336, P(.01), family structure (t=2.10, p(.05) and their relationship with the patient (F=6.5099, P〈.01). 5. There was no significant difference in the degree of caregiver stress according to the level of patient self - care.

• 대한간호학회지
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• 제13권1호
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• pp.42-53
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• 1983

The purpose of this study is to help the care of patient and to his family through comparison of the level of anxiety which between the family of admitted patient and the family without in patient, and to his family through comparison of the level of anxiety which between the family of admitted patient and the family without inpatient and exclude the factors which raised the level of anxiety in them. The experimental group in this study were samples of 200 patient's family selected by random sampling in H. University hospital located in Seoul (Department of patient were internal medicine, surgery, pediatrics and neuropsychiatry). The control group were samples of 70 family without inpatient selected by random sampling in Seoul. The data were collected through STAI (State-Trait Anxiety Inventory) by Spielberger (1970) for measurement to level of state and trait anxiety from April 1st to April 15th in 1982. The contents of data analysis by EDPS included the difference of level of anxiety between experimental and control group, correlationship between general characteristics of experimental group and level of anxiety, and correlation of trait and state anxiety in experimental group. The Findings of this study were as follows: 1) Level of anxiety of experimental group is higher than control group. 2) In the correlation between general characteristics and level of anxiety of experimental group, there were no significant difference which revealed in correlation with age of family member, family life cycle, marital status, the relation between patient and family member, the degree of symptom, number of admission, admission or nonadmission of medical insurance, number of family member, and division of disease to level of anxiety However, according to the sex of family member, hospitalization period, a monthly income of family, the degree of confidence toward medical team, religion of family, academic background of family, a tendency of significant differences to level of anxiety were seen. To put them in the concrete, they were as follow; a) Level of. anxiety on female family member is higher than male in experimental group. b) Admission period of patient is positively related to the level of anxiety of patient's family. c) The degree of confidence of patient's family toward medical team is in inverse proportion to the level of anxiety. d) A monthly income of patient's family is in inverse proportion to the level of anxiety. e) Levlt of anxiety of believer in patient's family is lower than unbeliever. f) The academical background of patient's family is in inverse proportion to the level of anxiety g) Level of state anxiety of patient's family at the time of admission is positively related to the level of trait anxiety.

• 한국응용과학기술학회지
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• 제38권4호
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• pp.1029-1044
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• 2021

본 연구는 남녀 임금근로자의 우울 유병률과 우울 관련 융복합적 요인의 규명을 위해 시행되었다. 2014년, 2016년 국민건강영양조사 자료를 이용하여 19세 이상 65세 미만 성인 3,763명(남성 1,888명, 여성 1,875)을 대상으로 분석하였다. 우울은 Patient Health Questionnaire-9 (PHQ-9)으로 측정하였으며 전체 근로자의 우울(PHQ-9≥10)은 4.1%(남성 3.2%, 여성 5.0%)로 나타났다. 남녀 근로자의 우울 영향 요인을 평가하기 위해 다중 로지스틱 회귀분석을 수행하였다. 남성 근로자에서 일 관련 특성인 고용 유형, 주당 근로시간은 인구사회학적 특성, 건강 관련 특성, 생활습관 특성을 보정한 후에도 우울과 유의한 관련이 있는 것으로 나타났다. 그러나 여성 근로자에서 일 관련 특성은 유의한 관련을 보이지 않아 남성과 차이를 보였다. 그러므로 우울 위험 요인의 성별 특성을 고려한 직장 내 상담 또는 정신건강 증진 프로그램을 개발, 수행할 필요가 있다. 또한 남녀 모두 건강 관련 특성(우울증 진단 여부, 자살 계획 여부, 스트레스 인지 수준, 미충족 의료서비스 여부, 주관적 건강상태)이 우울과 관련이 있는 것으로 나타났으므로 이들 요인에 대한 지속적인 관리가 요구된다.

• 보건행정학회지
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• 제26권4호
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• pp.289-304
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• 2016

Background: Rehabilitations in subacute phase are different from acute treatments regarding the characteristics and required resource consumption of the treatments. Lack of accuracy and validity of the Korean Diagnosis Related Group and Korean Out-Patient Group for the acute patients as the case-mix and payment tool for rehabilitation inpatients have been problematic issues. The objective of the study was to develop the Korean Rehabilitation Patient Group (KRPG) reflecting the characteristics of rehabilitation inpatients. Methods: As a retrospective medical record survey regarding rehabilitation inpatients, 4,207 episodes were collected through 42 hospitals. Considering the opinions of clinical experts and the decision-tree analysis, the variables for the KRPG system demonstrating the characteristics of rehabilitation inpatients were derived, and the splitting standards of the relevant variables were also set. Using the derived variables, we have drawn the rehabilitation inpatient classification model reflecting the clinical situation of Korea. The performance evaluation was conducted on the KRPG system. Results: The KRPG was targeted at the inpatients with brain or spinal cord injury. The etiologic disease, functional status (cognitive function, activity of daily living, muscle strength, spasticity, level and grade of spinal cord injury), and the patient's age were the variables in the rehabilitation patients. The algorithm of KRPG system after applying the derived variables and total 204 rehabilitation patient groups were developed. The KRPG explained 11.8% of variance in charge for rehabilitation inpatients. It also explained 13.8% of variance in length of stay for them. Conclusion: The KRPG version 1.0 reflecting the clinical characteristics of rehabilitation inpatients was classified as 204 groups.

• 한국산학기술학회논문지
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• 제18권7호
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• pp.208-218
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• 2017

연구목적: 본 연구는 청주시와 대전광역시에 소재한 7개의 종합병원에서 뇌졸중으로 진단받은 입원환자의 보호자 226명을 대상으로 부양부담감 및 우울감과 정신관련 삶의 질을 파악하고자 조사하였다. 연구방법: 자료 수집은 2015년 8월 5일부터 10월 5일까지이며 구조화된 설문지로 자기기입식 설문조사를 하였다. 조사대상자의 인구사회학적 특성, 건강관련 행위 특성 및 간병관련 특성, 부양부담감, 우울감에 따른 정신건강관련 삶의 질의 평균점수 비교는 t-test 및 ANOVA로 검정하였다. 단변량 분석에서 유의한 차이를 보인 변수를 독립변수로 하여 종속변수에 대한 독립변수들의 단계별 투입에 따른 설명력을 파악하기 위하여 위계적 다중회귀분석(hierarchial multiple regression)을 실시하였다. 연구결과: 위계적 다중회귀분석 결과, 정신관련 삶의 질에 영향을 미치는 관련변수로는 환자와의 관계, '보호'에 대한 부담감, '개인적 희생'에 대한 부담감, 우울감이 유의한 변수로 선정되었다. 결론: 정신건강관련 삶의 질을 높이기 위해서는 건강관련행위특성, 간병관련 특성에 대한 제도적 보완과 더불어 부양부담감과 우울감을 적절하게 대응할 수 있는 중재프로그램의 개발 및 실시가 필요할 것으로 생각된다.

• 여성건강간호학회지
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• 제30권1호
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• pp.26-40
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• 2024

Purpose: This study investigated the scope of patient navigation studies on women's health care for maternal health and noncancerous gynecologic conditions and aimed to report the characteristics of the identified patient navigation programs. Methods: A scoping review was conducted following Arksey and O'Malley's framework. Five electronic databases were searched for relevant studies published in English: PubMed, Embase, Cochrane Library, CINAHL, and PsycInfo. There were no restrictions on the publication date and the search was completed in July 2023. Results: This scoping review included 14 studies, which collectively examined seven patient navigation programs. All selected studies were related to maternal health issues (e.g., perinatal health problems and contraception for birth spacing). Close to two-thirds of the patient navigation services were provided by women (n=9, 64.3%) and half by lay navigators (n=7, 50.0%). The majority incorporated the use of mobile health technologies (n=11, 78.6%). All of the patient navigation programs included in the review coordinated the necessary clinical and social support services to improve women's access to care. Conclusion: Patient navigation appears to be in its nascent phase in the field of maternal health. The results of this study suggest that the implementation of patient navigation services could potentially improve access to care for socially disadvantaged women and families. Furthermore, providing patient navigation services that are specifically tailored to meet women's needs could improve the quality of maternity care.

• 한국의료질향상학회지
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• 제12권1호
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• pp.6-16
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• 2006

Objectives : The purpose of this study was to identify the characteristics influencing consultation and waiting time in ambulatory patients. Methods : This study was conducted in a tertiary teaching hospital. Subjects were a total of 10,383 ambulatory patients. Consultation time was measured by time spent for meeting with his/her physician per patient. Waiting time was defined as the time difference between each patient's reserved time and time to meet with his/her physician for ambulatory care. Multiple regression analyses were performed to determine the factors influencing consultation and waiting time. Results : Consultation time was different according to patient' age, previous experience of clinic visit, recent admission history, medical department, specialist care, type of reservation, and day of the week. Significant factors influencing waiting time were patient' age, residential area, previous experience of clinic visit, recent admission history, medical department, specialist care, time spent after ambulatory care begins, and day of the week. Conclusions : The medical department was the strongest factor affecting both consultation time and waiting time. The ambulatory reservation management systems should take into account patient characteristics as well as care-related features.