• Asian Pacific Journal of Cancer Prevention
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• 제15권19호
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• pp.8371-8376
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• 2014

Background: The use of statistical methods has become an imperative tool in breast cancer survival data analysis. The purpose of this study was to develop the best statistical probability model using the Bayesian method to predict future survival times for the black non-Hispanic female breast cancer patients diagnosed during 1973-2009 in the U.S. Materials and Methods: We used a stratified random sample of black non-Hispanic female breast cancer patient data from the Surveillance Epidemiology and End Results (SEER) database. Survival analysis was performed using Kaplan-Meier and Cox proportional regression methods. Four advanced types of statistical models, Exponentiated Exponential (EE), Beta Generalized Exponential (BGE), Exponentiated Weibull (EW), and Beta Inverse Weibull (BIW) were utilized for data analysis. The statistical model building criteria, Akaike Information Criteria (AIC), Bayesian Information Criteria (BIC), and Deviance Information Criteria (DIC) were used to measure the goodness of fit tests. Furthermore, we used the Bayesian approach to obtain the predictive survival inferences from the best-fit data based on the exponentiated Weibull model. Results: We identified the highest number of black non-Hispanic female breast cancer patients in Michigan and the lowest in Hawaii. The mean (SD), of age at diagnosis (years) was 58.3 (14.43). The mean (SD), of survival time (months) for black non-Hispanic females was 66.8 (30.20). Non-Hispanic blacks had a significantly increased risk of death compared to Black Hispanics (Hazard ratio: 1.96, 95%CI: 1.51-2.54). Compared to other statistical probability models, we found that the exponentiated Weibull model better fits for the survival times. By making use of the Bayesian method predictive inferences for future survival times were obtained. Conclusions: These findings will be of great significance in determining appropriate treatment plans and health-care cost allocation. Furthermore, the same approach should contribute to build future predictive models for any health related diseases.

• 서비스연구
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• 제13권3호
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• pp.147-159
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• 2023

본 연구는 기존의 서비스디자인 방법론의 소수 데이터를 기반으로 휴리스틱 기반의 연구 한계를 극복하고, 의료서비스의 질적 수준 관리에서 핵심가치로 주목받고 있는 경험데이터의 객관적 측정 및 가공에 관한 모델을 개발하기 위한 연구이다. 이론적 배경에서 의료서비스에서 경험의 중요성, 경험데이터의 측정 및 가공, 환자중심성 실현에 관한 문헌연구를 진행하였다. 이와 같은 문헌 및 이론적 배경 연구결과를 기반으로 다음과 같이 4가지 연구변수에 대하여 조작적 정의하고, 통계적으로 검정을 진행하였다. 가설 H1은 3가지 요인 관점의 경험데이터 측정이 페르소나 모델링에 주는 영향이고, 가설 H2는 페르소나 모델링이 서비스청사진 시각화에 주는 영향, 가설 H3은 서비스청사진 시각화는 환자중심성 실현에 주는 영향, 가설 H4는 페르소나 모델링이 환자중심성의 실현에 주는 영향이다. 요인분석, 신뢰성 분석, 상관분석의 데이터 기초검정 후 회귀분석기법으로 검증한 결과 4가지 가설은 모두 채택되었다. 결론적으로 병원에서 좋은 의료진과 의료장비만을 갖춘다고 해서 그 가치를 인정받기 어려운 시대이기에 환자들에겐 의료진과 의료장비의 효용보다 지속해서 어떠한 의료서비스 경험을 얻고 있는지가 더 중요하다는 의미를 파악할 수 있었다. 서비스 경제의 시대에서 병원서비스 경쟁력의 핵심은 매력적인 경험을 제공하느냐가 병원의 진짜 실력이 되기에 본 연구 주제인 경험데이터의 측정과 가공이 환자중심성의 실현과 스마트병원 구현에 중요한 의미가 있을 것이다.

• Journal of Acupuncture Research
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• 제18권3호
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• pp.48-55
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• 2001

Objective : The main cause of back pain & sciatica is HNP of L-spine. Recently, 8 Constitution Acupuncture is largely used for it, but the effects isn't announced. So we studied. The perceived pain diminishment is compared with Body acupuncture and 8 Constitution acupuncture. Methods : VAS(Visual analogue scale) was used for this research, with the pain indicator of 10 and 0 which represents a patient admission to a hospital and a status of no pain respectively. Two groups, consisting of Body acupuncture group with 17 persons and 8 Constitution acupuncture group with 12 persons, was randomly allocated for this research. SPSS(Statistical Program for Social Science) for window is used for a statistical analysis, and the independent T-test is performed to gauge the improvement of VAS, in which case, value of P below 0.05 is considered as useful. Results : The result of the VAS of comparison analysis between two groups after 10 days, shows that the improvement of subjective symptoms in Body acupuncture group is more effective than that in 8 Constitution acupuncture group. (independent T-test, P=0.009)

• 한국치위생학회지
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• 제18권4호
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• pp.463-476
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• 2018

Objectives: The purpose of this study was to evaluate the perception of dental hygienists and look for ways to inform the dental hygienist correctly by investigating factors influencing the perception of dentalhygienists. Methods: The final analysis population for this study was composed of 302 adults aged 20 years or older who were living in Seoul or Gyeonggi-do. Statistical analysis of the collected data was conducted using the SPSS WIN 22.0 statistical program. Results: When factors influencing perceptions of dental hygienists were investigated, educational background beyond high school (p<0.05), educational background beyond college (p<0.001), occupation (student, p<0.05), title (dental hygienist, p<0.01), and whether dental hygienists offered comfort during treatment (yes, p<0.001) were found to exert statistically significant influence. In other words, participants with educational background beyond high school and college, student, participants who call the title dental hygienists, and participants who felt comforted by dental hygienists during treatment had better perceptions of dental hygienists. Conclusions: Based upon the results as mentioned above, It will be needed more training to enhance the skills of a dental hygienist patient response. Also participants who felt comforted by dental hygienists during treatment had better perceptions of dental hygienists. This indicates a need to devise ways to better foster the ability of dental hygienists.

• International Journal of Advanced Culture Technology
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• 제6권4호
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• pp.71-79
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• 2018

For 299 patients who had undergone cataract surgeries we investigated the difference in visual acuity and refractive power before and after cataract surgery and the clinical change of the visual acuity and the refractive power according to age, gender, hospital visit time and specific medical history. We found the factors affecting preoperative and postoperative outcomes of the cataract patients in metropolitan hospitals by input, process, and outcome and analyzed medical characteristics and patient characteristics as the input variables. T-test and ANOVA have been performed for statistical analysis of functional status, and general status and the technical characteristic as the process variable and the outcome variable of diagnosis. Visual acuity improved significantly in patients who had undergone cataract surgery. However, the change in refractive power did not show a statistically significant difference but only a slight difference. The improvement of male patients was greater than that of female patients. The difference in age was more effective in patients under 50 years old and the effect of cataract surgery was relatively high in patients without the presence of specific medical history. Cataract surgery did not seem to help all of the patients, but it is more effective in improving visual acuity and refractive power. We conclude that simultaneous cataract surgery in both eyes is reasonable in order to have at least the better effect.

• 보건의료산업학회지
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• 제6권2호
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• pp.101-109
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• 2012

This study purposed to analyze the differences of cost, length of stay, and number of visits between patients who referred from clinics to a general hospital and patients who directly visit a general hospital. Study sample included 402 patients (177 patients who were not referred from clinics, 225 patients who referred from clinics) who visited the Dept. of Gastroenterology in a university hospital in Daejeon from January to June in 2007. Cost and patients' information were collected from Hospital Information System and medical record. SPSS v.12.0 was used for the statistical analysis. Multiple regression analysis found that for inpatients, location variables and malignant tumors of digestive organs had a significant influence on cost variable. For outpatients, a referring hospital type and visiting month had significant influences on total cost, and sex and visiting month (February) had significant relationship with number of visit. The study results help to understand the differences of patient care depending on whether they were referred from clinics or not. Hospital managements could use the results for marketing purposes, and it could provide valuable information for increasing the competitiveness of hospital in a given market.

• 대한임상전기생리학회지
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• 제2권1호
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• pp.83-92
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• 2004

This study aims to the influenced factor analysis of spinal cord independence measure(SCIM), on walking velocity, walking endurance, time up & go(TUG), and subject characteristics. The subject of this study were 12 persons with incomplete spinal cord injury(ASIA C, D). All subject ambulatory with or without an assistive device. All participants were assessed on SCIM(score), walking velocity(m/s), walking endurance(m) and TUG(s). The data were analyzed using independent t-test and stepwise multiple regression. The results revealed that no statistical difference was noted in subject characteristics among SCIM, walking velocity, walking endurance, TUG(p>0.5). The independence score, breathing-sphincter control and ambulation were important factors in TUG(31.4%). The results suggest that SCIM may be an inappropriate assessment tool to predict gait ability of patient with incomplete spinal cord injury. Further study about gait speed, gait endurance and TUG by change of SCIM is needed using to patient of incomplete spinal cord injury.

• Journal of the Korean Association of Oral and Maxillofacial Surgeons
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• 제49권1호
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• pp.13-20
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• 2023

Objectives: Ultra-wide implants may be used as a replacement if existing implants fail. This study was conducted to evaluate the factors influencing the prognosis and failure of ultra-wide implants. Patients and Methods: This study evaluated whether sex, age, site, diameter, length, additional surgery, implant stability (primary and secondary), and reason for ultra-wide implant placement affect the 5-year survival and success rates and marginal bone loss (MBL) of ultra-wide implants. Seventy-eight ultra-wide implants that were placed in 71 patients (39 males and 32 females) from 2008 to 2010 were studied. One-way ANOVA analysis was conducted to evaluate the statistical significance of MBL according to the patient's sex, implant site, and diameter. Independent sample t-tests were used to determine the statistical significance of MBL analysis which was used to determine the significance of the 5-year success and survival rates related to the variables. One-way ANOVA was conducted to evaluate the statistical significance of sex, implantation site, diameter, and MBL. Independent sample t-tests were used to evaluate the correlation between implantability and MBL for implantation reasons, while additional surgery, length, and Kaplan-Meier analysis were used to evaluate 5-year survival and success rates. Results: The mean age of patients was 54.2 years with a survival rate of 92.3% and a success rate of 83.3% over a mean 97.8-month period of observation. MBL averaged 0.2 mm after one year of prosthetic function loading and 0.54 mm at the time of final observation. Success rates correlated with primary stability (P=0.045), survival rates correlated with secondary stability (P=0.036), and MBL did not correlate with any variables. Conclusion: Ultra-wide implants can be used to achieve secure initial fixation in the maxillary and mandibular molar regions with poor bone quality or for alternative purposes in cases of previous implant failure.

• 성인간호학회지
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• 제28권1호
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• pp.95-105
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• 2016

Purpose: This study was conducted to test whether Health Communication Assessment Tool (HCAT) developed by Campbell et al. in 2013 can be applied to assess Korean nursing students' communication skills in simulation education. Methods: The content validity of the Korean version of HCAT (K-HCAT) was evaluated through expert's assessment and a principal component analysis was conducted for testing construct validity. The convergent validity was tested by measuring relationship between the K-HCAT and those of existing communication assessment tool for standardized patient instruction. The evaluation was done by surveying 154 senior students from four different nursing colleges. Results: The K-HCAT was condensed into 15 items from the original 22 HCAT items. Four factors were extracted from the principal component analysis; factor loadings ranged from .50 to .83; cumulative explained variance was 62.65%. Four factors were entitled as 'relationship building', 'empowering', 'empathy/response', and 'education/feedback'. Cronbach's ${\alpha}$ for sub-dimensions ranged from .73 to .84. An evaluation of convergent validity showed that the scores of the K-HCAT were moderately correlated with those of an assessment tool for standardized patient instruction. Conclusion: The K-HCAT can be used as an effective tool for assessing nursing students' communication skills in various kinds of simulation educations Further research is needed to test the consistency of the K-HCAT.

• 대한두개안면성형외과학회지
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• 제25권4호
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• pp.179-186
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• 2024

Background: Auricle reconstruction is among the most challenging procedures in plastic and reconstructive surgery, and the choice of framework material is a critical decision for both surgeons and patients. This meta-analysis compared the outcomes of autologous auricle reconstruction using costal cartilage with those of alloplastic reconstruction using porous polyethylene implants. Methods: A literature review was conducted using the PubMed and Embase databases to retrieve articles published between January 2000 and June 2024. The outcomes analyzed included postoperative complications such as framework exposure, infection, skin necrosis, hematoma, and hypertrophic scars, as well as patient satisfaction. The proportions of reconstructive outcomes from each selected study were statistically analyzed using the "metaprop" function in R software. Results: Fourteen articles met our inclusion criteria. The group undergoing polyethylene implant reconstruction exhibited higher rates of framework exposure, infection, and skin necrosis, whereas the autologous reconstruction group experienced higher rates of hematoma and hypertrophic scars. Of all the complications, framework exposure was the only one to show a statistically significant difference between the two groups (p< 0.0001). In terms of patient satisfaction, those who underwent autologous cartilage reconstruction reported a higher rate of satisfaction, although this difference did not reach statistical significance in the meta-analysis (p= 0.076). Conclusion: There is no statistically significant difference in postoperative complications such as infection, hematoma, skin necrosis, and hypertrophic scars between auricle reconstructions using autologous costal cartilage and those using polyethylene implants. However, reconstructions with polyethylene implants show a significantly higher rate of framework exposure.