• Title/Summary/Keyword: Clinical Data Management

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The Effect of Information Technology Application on Knowledge Management Process in Clinical Nurses (간호사의 정보기술(IT)활용이 지식관리활동에 미치는 영향)

  • Jeong, Seok-Hee
    • Journal of Korean Academy of Nursing Administration
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    • v.10 no.1
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    • pp.141-159
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    • 2004
  • Purpose: The purpose of this study was to investigate the degree of information technology application, and to identify the effect of information technology application en knowledge management process in clinical nurses. Method: Participants were 629 regular clinical nurses who had worked for over 1 year in general units of 9 tertiary medical hospitals including 2 national university hospitals, 5 university hospitals, and 2 hospitals founded by business enterprises. Data were collected from March to May 2003 through questionnaires. Thee structured instruments were used to collect the data: Information Technology Application scale, Knowledge Management Process Scale(Jeong, Lee, Lee, & Kim, 2003), and one for general characteristics. The data were analyzed using reliability analysis, descriptive analysis, one-way ANOVA, $Scheff{\acute{e}$ test, correlation analysis, partial correlation analysis, and multiple regression analysis with the SPSS for Windows 10,0 program. Result: 1) The HIS application degree, IT application ability, and IT application frequency were significantly correlated with the degree of knowledge management process activation and 4 elements of knowledge management process, Knowledge Creation, Knowledge Storage, Knowledge Sharing, and Knowledge Utilization(p=.000). 2) The 3 variables, HIS application degree, IT application ability, and IT application frequency explained 47.2% of the total variance of the degree of knowledge management process activation, and 352% of me total variance of Knowledge Storage. And 2 variables, HIS application degree and IT application frequency explained 17.6% of the total variance of Knowledge Creation, 39.9% of the total variance of Knowledge sharing, and 33.8% of the total variance of Knowledge utilization(p=.000). 3) As a result of multiple regression analysis, the key determinant of the degree of knowledge management process activation for nurses was HIS application degree The HIS application degree, IT application frequency, position, IT application ability, and continuous total numbers of years working at the present hospital explained 51.1% of the total variance of the degree of knowledge management process activation(p=.000). Conclusions: These results suggest that the information technology application positively affects the nurses' knowledge management process. From the above findings, information technology application is empirically verified as a useful and effective method to activate knowledge management process, and knowledge management.

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Effects of Self-Leadership, Clinical Competence and Job Satisfaction on Nurses' Job Involvement (간호사의 셀프리더십, 간호업무수행능력, 직무만족이 직무몰입에 미치는 영향)

  • Sung, Mi Hyang;Lee, Mi Young
    • Journal of Korean Clinical Nursing Research
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    • v.23 no.1
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    • pp.1-8
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    • 2017
  • Purpose: The purpose of this study was to provide basic data required to improve nursing resources management and nurse organizations. Methods: The data were collected using a questionnaire. Participants were 294 nurses who were working at 8 hospitals with more than 500 beds located in G and C cities, Korea. Data analysis was done using t-test, ANOVA, $Scheff{\acute{e}}$ test, Pearson correlation coefficient and stepwise multiple regression analysis with SPSS. Results: There were significant correlations between self-leadership, clinical competence, job satisfaction and job involvement. Factors affecting job involvement were job satisfaction, self-leadership, length of clinical career and length of career in current department. Job satisfaction was the most influential factor with an explanatory power of 41%. Conclusion: Findings show that to strengthen job involvement, identification and management of factors that affect job satisfaction and self-leadership are required and relevant training and strategies should be developed and used.

Clinical Nurse's Organizational Commitment and Influencing Factors (부산시내 일개 대학병원 간호사의 조직몰입에 영향을 미치는 요인)

  • Jung, Kwuy-Im;Oh, Chang-Seok
    • The Korean Journal of Health Service Management
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    • v.5 no.1
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    • pp.101-110
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    • 2011
  • This study was designed to identify organizational commitment and influencing factors in clinical nurses. A cross-sectional design was conducted with a sample of 322 clinical nurses randomly selected from university hospital in Korea. The tools used for this study were scales measuring organizational commitment(15 items), job satisfaction(41 items). The data were analyzed using SPSS 12.0 employing pearson correlation coefficients and multiple regression analysis. The mean score for organizational commitment in clinical nurses was 3.77 points. Factors influencing organizational commitment in clinical nurses were identified as job satisfaction(${\beta}$=.388), belief presence level(${\beta}$=.206). These factors explained 13.4% of organizational commitment reported by clinical nurses. The results indicate which factors are major factors influencing organizational commitment in clinical nurses. Therefore, these factors may serve as predictors of organizational commitment in clinical nurses.

Data Mining Approach to Clinical Decision Support System for Hypertension Management (고혈압관리를 위한 의사지원결정시스템의 데이터마이닝 접근)

  • 김태수;채영문;조승연;윤진희;김도마
    • Proceedings of the Korea Inteligent Information System Society Conference
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    • 2002.11a
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    • pp.203-212
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    • 2002
  • This study examined the predictive power of data mining algorithms by comparing the performance of logistic regression and decision tree algorithm, called CHAID (Chi-squared Automatic Interaction Detection), On the contrary to the previous studies, decision tree performed better than logistic regression. We have also developed a CDSS (Clinical Decision Support System) with three modules (doctor, nurse, and patient) based on data warehouse architecture. Data warehouse collects and integrates relevant information from various databases from hospital information system (HIS ). This system can help improve decision making capability of doctors and improve accessibility of educational material for patients.

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Mediation Effect of a Positive Stress Coping Strategy in the Relationship between Clinical Practice Stress and Clinical Practice Satisfaction (임상실습 스트레스와 실습 만족도의 관계에 미치는 적극적 스트레스 대처의 매개효과)

  • Lee, Sun-Young;Jeon, Seon-Yeong;Kim, Yun-Young
    • The Korean Journal of Health Service Management
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    • v.10 no.2
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    • pp.193-204
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    • 2016
  • Objectives : The purpose of this study was to identify the mediation effect of a positive stress coping strategy between clinical practice stress and clinical practice satisfaction in nursing students. Methods : In this study, data was collected from 248 nursing students at K University in South Korea from October of 2015 to November of 2015. The collected data was analyzed using the SPSS 22.0 Statistics Program. Results : Clinical practice stress and a positive stress coping strategy were significant predictors of clinical practice satisfaction (${\beta}$=.442, p<.001). The explanatory power of the measure of clinical practice satisfaction was increased to 29.3% (p<.001) with solely clinical practice stress, and it reached 44.2% (p<.001) when a positive stress coping strategy was reflected. The results of this study confirmed that a positive stress coping strategy has a mediation effect on clinical practice stress and clinical practice satisfaction levels. Conclusions : It is necessary to develop a program to take advantage of positive stress coping skills so that nursing college students can smoothly overcome stress during their clinical training and thus improve their clinical practice experience.

Assessment of Appropriateness of Criteria for Insurance Coverage on Systemic Therapy used in Renal Cell Carcinoma (신세포암에 사용되는 전신 항암요법의 요양급여기준에 관한 고찰)

  • Kim, Jeong-Yeon;Park, Eun-Ji;Bae, Min-Kyung;Yoon, Jeong-Hyun
    • Korean Journal of Clinical Pharmacy
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    • v.21 no.4
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    • pp.319-331
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    • 2011
  • Purpose: The purpose of this study is to evaluate current criteria for insurance coverage by Health Insurance Review & Assessment Service (HIRA) on the systemic therapy used in the treatment of advanced or metastatic renal cell carcinoma (RCC), by reviewing all available clinical evidences including a variety of clinical practice guidelines. Methods: We searched clinical databases and collected data from published phase 1 through 3 randomized clinical trials on all systemic therapies used in RCC, including novel targeted therapies. Additionally, current clinical practice guidelines on the management of kidney cancer or RCC were reviewed. Based on the collected data we evaluated the appropriateness of the HIRA criteria for insurance coverage on the systemic therapy of RCC whether they are evidence-based and up to date. Results: On the basis of the collected data we concluded that there was a need for a revision in HIRA criteria for systemic therapy of RCC. Despite recent emerging therapeutic advances and changes in therapeutic strategies of management of RCC, some of anticancer regimens were inappropriately listed even though they were not proven to provide efficacy or safety superior to those of other therapies. We thus proposed an updated recommendation based on current clinical evidences. Conclusion: Systemic therapy of RCC is being rapidly changed with the advancement of understanding of the molecular biology of cancer. Consequently newly developed targeted therapies are becoming the standard therapy in the management of medically or surgically unresectable advanced or metastatic RCC. To provide effective and safe therapy to patients with RCC, the criteria for insurance coverage should be made carefully taking into consideration of most up-to-date and high-quality clinical evidences, and should be continuously reviewed so as to reflect evidence-based clinical practice.

The Effect of Intellectual Capital on the Clinical and Financial Performance of Hospitals (병원의 지적자본이 진료 및 재무 성과에 미치는 영향)

  • Kim, Jang-Mook;Kim, Sung-Ho;Seo, Young-Joon
    • The Korean Journal of Health Service Management
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    • v.10 no.1
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    • pp.27-37
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    • 2016
  • Objectives : This study applied the research model of Bontis (1998), which has been used to investigate everything from business corporations to hospitals in Korea, examined its generalizability and attempted to verify which factors of the intellectual capital affects organizational performance, represented by indicators for the clinical and financial performance of hospitals. Methods : Primary data for the study were collected from 91 general hospitals through self-administered questionnaires, and secondary data on clinical and financial performance of hospitals were collected form existing statistics. Collected data were analyzed with SPSS 11.5 (ver.) and AMOS 18.0 (ver.). Results : It was found that only human capital and customer capital had indirect effects on hospital performance. It was also revealed that structural capital had a direct effect on clinical performance, and an indirect effect on financial performance. Conclusions : This result means that there is a need to individually consider both the clinical performance and financial performance when measuring the organizational performance of a hospital, and it also shows that positive improvement in the clinical performance can contribute to the improvement of the financial performance through this process.

Model Patient Safety Management Activities for Nursing Students with Clinical Experience (임상실습 경험이 있는 간호대학생의 환자안전 관리 활동 구조모형)

  • Jae-Woo Oh
    • Journal of Industrial Convergence
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    • v.22 no.3
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    • pp.121-135
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    • 2024
  • This study is a structural equation modeling study that describes patient safety incident management activities for nursing students with clinical practice experience and uses Ajzen's theory of planned behavior and safety culture climate-safety behavior model as conceptual bases, proposes a hypothetical model of nursing students' patient safety incident management activities based on the literature review, and verifies the appropriateness of the model and hypotheses through the collected data. Data were collected from 251 nursing students with clinical practice experience using a structured questionnaire. The results of this study confirmed that the model is appropriate and that patient safety management attitude, patient safety culture, and safety motivation are predictors of nursing students' patient safety management activities. Therefore, in order to improve patient safety management activities, it is necessary to provide effective patient safety incident management education programs for nursing students so that nursing students can perform correct patient safety management behaviors from the clinical practice site to the clinical practice site after graduation, and it is necessary to explore how to continuously lead such education programs to the practice site.

Factors Affecting Clinical Competence among Nursing Students (간호대학생의 임상수행능력에 영향을 미치는 요인)

  • Seo, Bo-Myn;Park, Hyun-Joo
    • The Korean Journal of Health Service Management
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    • v.8 no.4
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    • pp.149-161
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    • 2014
  • The purpose of this study was to identify the association of factors related to clinical practice training for clinical competence among nursing students, and to analyze those factors influencing clinical competence, providing recommendations for improving their clinical competence and clinical learning environment. This descriptive correlative study completed organized questionnaires from 557 nursing students. The data was analyzed by SPSS 19.0. The most important factor affecting the clinical competence among nursing students was teaching effectiveness (${\beta}=.22$). followed by critical thinking (${\beta}=.19$). and the professional self-concept (${\beta}=.19$). The explained variable for clinical competence was 45.2% in nursing students. Thus, the development of an effective clinical internship program is important for strengthening nursing students' clinical competence. We suggest that the capability of nursing students should be strengthened and effective clinical internship programs should be developed to improve the clinical competence of nursing students.

Relationship between Knowledge Management Process and Organizational Effectiveness in Clinical Nurses (간호사의 지식관리활동과 조직유효성과의 관계)

  • Jeong, Seok-Hee
    • Journal of Korean Academy of Nursing Administration
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    • v.9 no.3
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    • pp.415-427
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    • 2003
  • Purpose: The purpose of this study was to investigate the degree and pattern of knowledge management process, and to identify the relationship between knowledge management process and organizational effectiveness in clinical nurses. Method: Participants were 665 regular clinical nurses who had worked for over 1 year in general units of 9 tertiary medical hospitals including 2 national university hospitals, 5 university hospitals, and 2 hospitals founded by business enterprises. Data were collected from March to May 2003 through questionnaires. Four structured instruments were used to collect the data: Knowledge Management Process Scale(Jeong, Lee, Lee, & Kim, 2003), cCommitment Questionnaire(Mowday, Steers, & Porter, 1979), General Satisfaction Scale(CooK, Hepworth, Wall, & Warr, 1981), and one for general characteristics. The data were analyzed using factor analysis, reliability analysis, descriptive analysis, cluster analysis, one-way ANOVA, Scheffe test, correlation analysis with the SPSS for Windows 10.0 program. Result: 1) The average score for knowledge management process in nurses was $3.08{\pm}.54$ on a 5-point Likert scale. In order from highest mean score, the elements of knowledge management process, were Knowledge $Utilization(3.35{\pm}.57)$, Knowledge $Sharing(3.07{\pm}.58)$, Knowledge $Creation(2.99{\pm}.63)$, and Knowledge $Storage(2.91{\pm}.82)$. 2) Four knowledge management patterns for nurses, which were derived from cluster analysis, were inactivate pattern, delayed pattern, activate pattern, and high-activate pattern of knowledge management. 3) The degree of knowledge management process activation and 4 elements of knowledge management process, Knowledge Creation, Knowledge Storage, Knowledge Sharing, and Knowledge Utilization, were significantly correlated with nurses' organizational commitment and job satisfaction(p=.000). 4) The nurses' organizational commitment and job satisfaction showed significant differences according to the knowledge management patterns derived from cluster analysis of high-activate pattern, activate pattern, delayed pattern, inactivate pattern(p=.000). Conclusion: These results suggest that there are four knowledge management patterns for nurses, and knowledge management process positively affects the nurses' organizational commitment and job satisfaction. From the above findings, knowledge management process is empirically verified as a useful and effective method to increase organizational effectiveness, and develop the organization.

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