• Title/Summary/Keyword: Analysis services

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A Meta-analysis of the effects of cardiopulmonary resuscitation training (심폐소생술 교육 효과에 대한 메타분석 연구)

  • Yoou, Soon-Kyu;Lee, Ji-Eun
    • The Korean Journal of Emergency Medical Services
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    • v.21 no.1
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    • pp.17-44
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    • 2017
  • Purpose: This study aimed to identify the effects of cardiopulmonary resuscitation (CPR) training using a meta-analysis by effect size. Methods: The effect sizes for each variable and the overall effect size for the collected data were identified. The homogeneity verification of the effect size and the difference among the average effect sizes for each mediation variable were determined. Results: The overall average effect size for CPR training was 1.747. Homogeneity verification of the overall effect size was a Q-value of 3716.962, which was statistically significant (p=.000) when${\alpha}=.05$. CPR training showed statistically significant differences depending on age (p=.002), sex (p=.006), number of trainees (p=.000), research design (p=.000), training method (p=.027), and practical training tools (p=.000). Conclusion: CPR training can effectively improve knowledge, skills, and attitudes about CPR. The results of this meta-analysis contribute to the development of more effective educational guidelines for future CPR training and the advancement of the CPR education field.

The Study of Service Event Relation Analysis Using Recurrent Neural Network (Recurrent Neural Network를 활용한 서비스 이벤트 관계 분석에 관한 연구)

  • Jeon, Woosung;Park, Youngsuk;Choi, Jeongil
    • Journal of Information Technology Services
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    • v.17 no.4
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    • pp.75-83
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    • 2018
  • Enterprises need to monitor systems for reliable IT service operations to quickly detect and respond to events affecting the service, thereby preventing failures. Events in non-critical systems can be seen as a precursor to critical system incidents. Therefore, event relationship analysis in the operation of IT services can proactively recognize and prevent faults by identifying non-critical events and their relationships with incidents. This study used the Recurrent Neural Network and Long Short Term Memory techniques to create a model to analyze event relationships in a system and to verify which models are suitable for analyzing event relationships. Verification has shown that both models are capable of analyzing event relationships and that RNN models are more suitable than LSTM models. Based on the pattern of events occurring, this model is expected to support the prediction of the next occurrence of events and help identify the root cause of incidents to help prevent failures and improve the quality of IT services.

A Study on the Cost Analysis for the Container Terminal Services based on ABC Approach

  • Ryu, Dong-Ha;Ahn, Ki-Myung;Yoon, Yeo-Sang
    • Journal of Navigation and Port Research
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    • v.35 no.7
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    • pp.589-596
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    • 2011
  • Terminal market has rapidly crashed and market rates have taken a sharp plunge. The substantial throughput decrease resulted from the world economic downturn has been a finishing blow to the terminal operators in Busan. Every terminal operator is taking cost saving as its first priority and accelerating structural reform and downsizing. Under the desperate situation, the need of effective cost analysis would be highly required to effectively control operation cost and to develop new services to satisfy the different needs of the customers. Furthermore, terminal operators could reduce unnecessary activities and concentrate their resource on the more cost-effective process through the operation cost analysis. In order to suggest a new framework of the cost control of container terminals, this paper seeks to analyze terminal costs based on ABC approach by processing actual data.

Cost-Benefit Analysis on Community Health Practitioner (보건진료원 활동의 비용-편익 분석)

  • 이태화;고일선
    • Journal of Korean Academy of Nursing
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    • v.32 no.4
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    • pp.435-446
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    • 2002
  • Purpose : The purpose of the study were to describe outcomes of CHP activities, and to evaluate the economic validity of CHP through a cost-benefit analysis. Method : The sample size was 272. Data were collected using a researcher developed questionnaire from November 1999 to March, 2000. Result : The mean age of CHPs was 39.6 (SD-36). In regard to marital status, 90.8% of the respondents were married. 72% of the CHPs had associate degree. Among CHP activities, providing medical services was 50%, followed by home care visits 20% and health promotion services 20%, preventive services 10%. Total costs per month incurred to CHP activities was \3,053,437($2,442.7). Total benefits per month was \6,711,525($5,369.2). Hence, net benefit was calculated as \3,658,089($2,926). Conclusion : Cost-benefit ratio was 2.20, which provides the evidence of the economic viability of CHP program. The result of cost-benefit analysis, however, would more strongly support the economic value of CHP if intangible benefits of CHP activities such as decreases in pain and suffering and increased quality of life, could be counted.

Certifying the Quality of Electronic Commerce Services (전자상거래 서비스 품질 인증에 관한 연구)

  • Choi, Doug-W.
    • Journal of Korean Society for Quality Management
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    • v.33 no.2
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    • pp.1-12
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    • 2005
  • An extensive literature review has been made in this paper to build the evaluation hierarchy structure for the certification of electronic commerce services. In building the evaluation hierarchy structure, major candidate evaluation factors are selected by bench marking the various certification practices, including the Malcolm Baldrige award, ISO9000, and BSC(balanced scorecard) techniques. This paper deployed principal component analysis and factor analysis techniques to develop a statistically solid and systematic evaluation model. The final evaluation model, as presented in this paper as a model for the certification of electronic commerce services, produces a numeric score on the 100% scale, which can be served as a metric for the certification decision. The AHP technique was used in converting the various qualitative and quantitative evaluation values into a single measure for the certification decision.

The Effect of Chatbot Service Quality on Customer Satisfaction and Continuous Use Intention (챗봇 서비스품질이 고객만족과 지속사용의도에 미치는 영향)

  • Min Jeong KIM
    • Journal of Korea Artificial Intelligence Association
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    • v.2 no.1
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    • pp.15-24
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    • 2024
  • This study is about the effect of chatbot service quality on customer satisfaction and continuous use intention. Data collection was conducted for 13 days from October 23 to November 5, 2023, and a survey was conducted on customers who have used chatbot services. A total of 572 questionnaires were targeted, of which 545 valid data were used for analysis, excluding those that responded insincerely or did not meet the purpose of the study. The analysis results of this study are as follows: First, chatbot service quality partially had a significant effect on satisfaction. Second, customer satisfaction had a significant effect on continuous use intention. Therefore, in order to have a positive impact on continuous use intention, it is necessary to focus on marketing strategies related to chatbot service quality. Also, research focusing on data analysis and performance evaluation is crucial for enhancing chatbot services, necessitating studies that address real-time changes. Through sophisticated data analysis and variable measurement, chatbot services can be effectively improved, leading to enhanced customer satisfaction.

Economic Effects of Subsidiary Services in Hospitals (병원급 의료기관 의료부대사업의 경제적 파급효과)

  • Lee, Ye Seol;Lee, Sang Gyu;Kwon, Sung Tak;Kim, Tae Hyun
    • Korea Journal of Hospital Management
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    • v.21 no.1
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    • pp.32-42
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    • 2016
  • This study is conducted to estimate economic ripple effects of subsidiary services of hospitals. Using the Input/Output Analysis, this study analyzes production inducement effect, added value inducement effect, and labor inducement effect. Also, it assesses potential economic effects of the subsidiary services of which the scope is expanded as the government's proposed in 2014. Data regarding hospital subsidiary services and economic effects are obtained from the hospitals' financial statements on the National Tax Services and the Bank of Korea. The major results of this study are summarized as follows; subsidiary service profits of hospitals are 466 billion won and rent profits of hospitals are 152 billion won. Of these, the rate of subsidiary service profits in tertiary hospitals is about 66% of total subsidiary service profits. Producement inducement effect of subsidiary services of hospitals is higher than that of total industry, service industry and medical service industry. Added value inducement effect of subsidiary services of hospitals is higher than that of total industry, manufacturing industry, service industry and medical service industry. Job position inducement effect of subsidiary service in hospitals is higher than that of total industry, service industry and medical service industry. Also, employment inducement effect of subsidiary service in hospitals is higher than that of total industry and medical service industry. The results may suggest that subsidiary services revenue in medical institutions contribute to improving operating profits. Facing with intense market competition and pressures to control health care costs, hospitals may need to determine whether subsidiary services help boost their profitability and improve customer satisfaction.

A Study on User Satisfaction and Importance of OPAC2.0 Services in University Libraries: Focusing on Book Search Result of A and B University Libraries (대학도서관 OPAC2.0 서비스 이용자 만족도와 중요도에 관한 연구 - A와 B대학도서관 도서검색결과를 중심으로 -)

  • Rhee, HeyYoung
    • Journal of the Korean BIBLIA Society for library and Information Science
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    • v.28 no.1
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    • pp.97-119
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    • 2017
  • This research investigated user satisfaction and importance of OPAC2.0 services in university libraries for book search result. This research analyzed OPAC2.0 services in university libraries focusing on book search result, user satisfaction with and importance in services, difference in satisfaction and importance, and grade and satisfaction. As a result of the investigation and analysis, OPAC2.0 services given the most was the service of 'portal site linkage'. Generally, the satisfaction with OPAC2.0 services was 2.07 in average, 'very dissatisfactory'. The service considered to be the most important was 'service item'. The difference between satisfaction and importance showed dissatisfactory result, compared with importance in general. The grade and the general difference in satisfaction didn't appear. On the basis of the analysis result mentioned above, with the purpose of the improvement in OPAC2.0 services focusing on book search result, it is necessary to manage users continuously by publicizing libraries concerning respective services, introducing use guide, offering a variety of services, improving quality, and offering information.

A Study on the Determinants of the Benefits of the Long-term Care Insurance in Korea (노인장기요양보험 급여비의 결정요인분석 -시·군·구 데이터를 중심으로-)

  • SaKong, Jin;Yoon, So-Young;Cho, Myung-Duk
    • Health Policy and Management
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    • v.21 no.4
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    • pp.617-642
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    • 2011
  • The purpose of our study is to analyze the determinants of the benefits of the long-term care insurance in Korea using 2008 and 2009 cross-sectional data. Per capita long-term care insurance benefits can be divided into home care services utilization rate, institutional care services utilization rate, per capita home care services benefits, and per capita institutional care services benefits, which are used as the dependent variables in our regression analysis. Admission rate and the ratio of the admitted to the applicant also used as the dependent variables. The results of our analysis show that the explanatory variables such as income level, needs for care, family type, access to the services, and regional characteristics are statistically significant to explain the dependent variables, the long-term care insurance benefits. The higher is the regional income and the more of the female residents, the more are the long-term care insurance benefits. The easier is the access to the services, the more are the insurance benefits. In the rural area, the level of the insurance benefits is relatively high. We propose that copayment rates of the long-term care insurance should be examined and monitoring on the over-use of the services should be done. Also preventive services and care by the family member should be expanded.

The Current State of Hospital-based Home Care Services in Korea: Analysis of Data on Insurance Claims for Home Care from 2007 to 2012 (의료기관 가정간호의 현황(2007-2012): 가정간호 급여청구자료 분석)

  • Song, Chong Rye;Lee, Mi Kyoung;Hwang, Moon Sook;Yoon, Young Mi
    • Journal of Korean Academic Society of Home Health Care Nursing
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    • v.21 no.2
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    • pp.127-138
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    • 2014
  • Purpose: The objectives of this study were to analyze the state of hospital-based home care (HC) services annually and to provide basic information for research and policy regarding home care. Methods: This study is a secondary analysis of the yearly state of HC services from the Health Insurance Review & Assessment Services from 2007 to 2012. Results: The decreased by 34.6%, from 214 agencies in 2007 to 140 in 2012. The annual average number of active home care nurses was 440, which included 6.7% of the licensed home care nurses until 2012. The annual average number of HC patients were 32,000, and this number decreased by 21% in 2012, compared to that of 2008. Of the HC patients, about 70% were over 60 years of age. The chronic diseases among HC patients have been decreasing steadily since 2007. Seventy to eighty percent of the home visits were made in general hospitals or higher level hospitals. The total medical cost for HC services was 21 billion won in 2007, which consisted of 0.06% of the national medical costs, and it was 22 billion won and 0.03% in 2012. Conclusion: Based on the results of this study, further research on HC services is necessary to frame policies for the expansion of HC agencies.