• 제목/요약/키워드: statistic evaluation

검색결과 183건 처리시간 0.027초

노인소비자의 학력수준이 외식구매의사결정 과정에 미치는 영향에 관한 연구 (Effect of the Elderly Consumers' Education Level on Eating-Out Decision Making Process)

  • 김태희;서은
    • 한국식생활문화학회지
    • /
    • 제20권6호
    • /
    • pp.638-643
    • /
    • 2005
  • As Korea has approached the aging society, older Koreans have become an important force in restaurant sales today. To succeed with this silver market, it is important for restaurant managers to know who they are and what factors influence older Koreans' eating-out decision making process. The purpose of this study was to investigate the effect of the silver consumers' education level on eating-out decision making process. Data were collected from 178 older consumers above 55 years old and analyzed using the descriptive statistic analysis, MANOVA, and one-way ANOVA. The results showed that the elderly consumers' education level significantly influenced the decision making process in determining where to eat out. Significant differences were found in the Problem Recognition Step(Wilks' Lambda=0.817, F=2.991), Information Search Step(Wilks' Lambda=0828, F=2.218), Alternative Evaluation Step II(Wilks' Lambda=0.741, F=3.596), Purchase Decision Step(Wilks' Lambda=0.859, F=2.223), and the Post-Purchase Behavior(Wilks' Lambda=0.885, F=1.780). The higher education level was, the more directly involved in the eating out decision process. The elderly consumers with university education were likely to 'propose to eat out by themselves'(F=9.346), to obtain restaurant information from the 'printed materials'(F=7.452), to go to 'family restaurant'(F=9.057), 'Japanese restaurant'(F=8.7891) and 'fine dining restaurants'(F=3.936), and to directly express their emotion when they had complaints about restaurant service(F=3.206). In conclusion, older Koreans will become more healthy and wealthy which means the dining out activity will be an important part of their life to socialize with people. Therefore, food service operations should consider the elderly consumers' needs and expectation of restaurant services and actively position themselves for this new market segment.

Nomogram Estimating the Probability of Intraabdominal Abscesses after Gastrectomy in Patients with Gastric Cancer

  • Eom, Bang Wool;Joo, Jungnam;Kim, Young-Woo;Park, Boram;Yoon, Hong Man;Ryu, Keun Won;Kim, Soo Jin
    • Journal of Gastric Cancer
    • /
    • 제15권4호
    • /
    • pp.262-269
    • /
    • 2015
  • Purpose: Intraabdominal abscess is one of the most common reasons for re-hospitalization after gastrectomy. This study aimed to develop a model for estimating the probability of intraabdominal abscesses that can be used during the postoperative period. Materials and Methods: We retrospectively reviewed the clinicopathological data of 1,564 patients who underwent gastrectomy for gastric cancer between 2010 and 2012. Twenty-six related markers were analyzed, and multivariate logistic regression analysis was used to develop the probability estimation model for intraabdominal abscess. Internal validation using a bootstrap approach was employed to correct for bias, and the model was then validated using an independent dataset comprising of patients who underwent gastrectomy between January 2008 and March 2010. Discrimination and calibration abilities were checked in both datasets. Results: The incidence of intraabdominal abscess in the development set was 7.80% (122/1,564). The surgical approach, operating time, pathologic N classification, body temperature, white blood cell count, C-reactive protein level, glucose level, and change in the hemoglobin level were significant predictors of intraabdominal abscess in the multivariate analysis. The probability estimation model that was developed on the basis of these results showed good discrimination and calibration abilities (concordance index=0.828, Hosmer-Lemeshow chi-statistic P=0.274). Finally, we combined both datasets to produce a nomogram that estimates the probability of intraabdominal abscess. Conclusions: This nomogram can be useful for identifying patients at a high risk of intraabdominal abscess. Patients at a high risk may benefit from further evaluation or treatment before discharge.

노인 소비자의 경제적 독립성이 외식 구매 의사 결정 과정에 미치는 영향에 관한 연구 (Effect of the Elderly Consumers' Financial Independency on Eating-out Decision Making Process)

  • 김태희;서은
    • 동아시아식생활학회지
    • /
    • 제15권4호
    • /
    • pp.475-482
    • /
    • 2005
  • As Korea has approached the aging society, older Koreans have become an important force in restaurant sales today. To succeed with this silver market, it is important for restaurant managers to know who they are and which factor influence the older Koreans' eating-out decision making process. The purpose of this study was to investigate the effect of the elderly consumers financial independency on restaurant selection process. Data were collected from 178 older consumers above 55 years old and analyzed using the descriptive statistic analysis, MANOVA, and one-way ANOVA. The results showed that the elderly consumers financial independency significantly influenced the decision making process in determining where they eat out Significant differences were found between high income group and low income group in the Problem Recognition Step(Wilks' Lambda=0.776, F=3.796), Information Search Step(Wilks' Lambda=0.779, F=2.959), Alternative Evaluation Step (I :Wilks' Lambda=0.835, F=1.748/ II :Wilks' Lambda=0.764, F=3.212), and Purchase Decision Step(Wilks' Lambda=0.849, F=2.412), except the Post-Purchase Behavior(Wilks' Lambda=0.933, F=1.179). The more financially independent older consumers were, the more directly they were involved in the eating out decision making process. Older consumers with higher income and more personal property were likely to 'propose to eat out by themselves'(F=10.986), to obtain restaurant information from the 'printed materials'(F=9.707), to consider 'convenient location' as most important factor when they eat out(F=5.594), and to go to 'family restaurant'(F=7.067), 'Japanese restaurant'(F=7.391) and 'fine dining restaurants'(F-=6.382). In conclusion, we found that the elderly consumers financial independency did influence the eating-out decision making process. Considering that older Korean will become a financially independent consumer and will be eating away from home more often, food service operations should actively position themselves for this market and develop the market-driven menus and services to meet their needs and expectations.

  • PDF

정부 여론조사자료 아카이브 구축방안에 관한 연구 (A Study on Archiving of Government Survey Data)

  • 남영준;서만덕
    • 한국기록관리학회지
    • /
    • 제9권1호
    • /
    • pp.175-196
    • /
    • 2009
  • 정부 및 공공기관은 현재 사회, 문화, 복지, 교육 등 국가 전 영역에 걸쳐 과학적인 정책결정을 도출하는 수단으로 여론조사를 실시하고 있다. 이와 같은 중요성에도 불구하고 현재 생산되는 정부 여론조사자료는 정부부처별로 산재하여 관리되고 있으나 수집 및 관리체계 부재로 인하여 일부자료가 누락되거나 소실되고 있다. 왜냐하면, 정부 여론조사자료가 대부분 인쇄자료 형태로 분산관리되기 때문에 통계적 활용이 불가능하며 자료접근에 제한이 있다. 따라서 이 연구에서는 여론조사자료의 장기적인 보존 활용을 위해 여론조사자료의 관리 보존현황에 대한 국내외 사례 분석, 문헌연구, 관련 표준분석을 실시하여 수집정책, 평가기준, 통합메타데이터, 자료변환절차, 보존포맷으로 구분하여 아카이브 방안을 도출하였다.

부합성을 이용한 표준화된 다항판별지수 (Standardized polytomous discrimination index using concordance)

  • 최진수;홍종선
    • Journal of the Korean Data and Information Science Society
    • /
    • 제27권1호
    • /
    • pp.33-44
    • /
    • 2016
  • 의학진단과 신용평가 등에서 삼항 이상 다항 범주의 결과로 예측되는 경우가 많다. 다항 범주의 문제에 대하여 부합성 (concordance)을 이용한 다섯 종류의 통계량이 제안되고 사용되었다. 그러나 이러한 통계량들은 범주의 뚜렷한 구분없이 표현되어 짝 (pairwise) 접근방법과 집단 (set) 접근방법을 사용하기 어렵고, 이 통계량들의 의미를 명확하게 파악할 수 없다. 따라서 통계량들의 비교분석이 가능하지 않았다. 본 연구에서는 평가자료를 새롭게 표현하고, 이를 바탕으로 부합성을 재표현한다. 이 부합성을 이용하여 기존의 통계량들을 새롭게 정의한다. 본 연구에서 제안한 방법으로 다섯 가지 통계량들의 의미를 설명할 수 있으며 비교 분석이 가능하다. 다양한 자료를 생성하여 분석하여 이 통계량들의 특징을 탐색할 수 있으며 설명할 수 있다.

자세안정성 원리에 기반한 환자이동기술 개발 및 효과검정 (Development of Patient Transfer Techniques based on Postural-stability Principles for the Care Helpers in Nursing Homes and Evaluation of Effectiveness)

  • 마예원;정덕유
    • 대한간호학회지
    • /
    • 제46권1호
    • /
    • pp.39-49
    • /
    • 2016
  • Purpose: This study was done to develop a postural-stability patient transfer technique for care helpers in nursing homes and to evaluate its effectiveness. Methods: Four types of patient transfer techniques (Lifting towards the head board of the bed, turning to the lateral position, sitting upright on the bed, transferring from wheel chair to bed) were practiced in accordance with the following three methods; Care helpers habitually used transfer methods (Method 1), patient transfer methods according to care helper standard textbooks (Method 2), and a method developed by the author ensuring postural-stability (Method 3). The care helpers' muscle activity and four joint angles were measured. The collected data were analyzed using the program SPSS Statistic 21.0. To differentiate the muscle activity and joint angle, the Friedman test was executed and the post-hoc analysis was conducted using the Wilcoxon Signed Rank test. Results: Muscle activity was significantly lower during Method 3 compared to Methods 1 and 2. In addition, the joint angle was significantly lower for the knee and shoulder joint angle while performing Method 3 compared to Methods 1 and 2. Discussion: Findings indicate that using postural-stability patient transfer techniques can contribute to the prevention of musculoskeletal disease which care helpers suffer from due to physically demanding patient care in nursing homes.

보건관리대행기관 산업보건간호사의 업무에 관한 조사 (A Study on the Activity of Occupational Health Nurses in Occupational Group Health Service)

  • 김자희
    • 한국직업건강간호학회지
    • /
    • 제3권호
    • /
    • pp.5-20
    • /
    • 1993
  • This study was aimed to investigate the actual condition of the performance of the occupational health nursing services, and to analyze a main cause which affects on the execution of its duties for occupational health nurses in occupational group health service. It had been surveyed by responsed data from the 105 respondents out of 180 persons. The results were as follows : 1. In performance of occupational health nursing services by the number of assigned plant, participation rate of health examination tended to significantly increase with decreasing the number of assigned and it was observed that the visiting rate of every month was also significantly higher on touring inspection of work plant, recommendation of facility improvement for work environment, understanding the modification of manufacturing process, and inspection of welfare and sanitation facilities. 2. While they executed their nursing services according to duration of service, the more, their duration of service was, the higher, participation rate of health examination, health check in returning to work for injured workers, talk with other health managers on promoting welfare, service evaluation for a year plan, record of health statistic, and experience of first aid service were. And it was found out that the visiting rate of every month was also significantly higher on touring inspection of work plant. 3. In regard to occupational health nursing services by age, the participation rate of health examination and the experience of first aid service were significantly higher as the age increased. And also the visiting rate of every month was significantly higher on touring inspection of work plant, compared with young ones. 4. In performance of occupational health nursing services by the time required visiting plant, The shorter, the time required visiting plant was, the higher, the visiting rate of every month was, on time of health consultation for diseased workers, and inspection of welfare and sanitation facilities. 5. The subjects of health education were mostly liver disease and occupational hearing loss and video tape was used mostly in health education, monthly health education was the highest in 1-3 times(74.5%) and its duration was the highest in about 60 minutes(33.3%). 6. Vaccination of hepatitis among the specific health services was the highest accounting for 64.7%.

  • PDF

복합표본자료에서 동질성검정을 위한 피어슨 검정통계량의 효과 (Effect of complex sample design on Pearson test statistic for homogeneity)

  • 허순영;정영애
    • Journal of the Korean Data and Information Science Society
    • /
    • 제23권4호
    • /
    • pp.757-764
    • /
    • 2012
  • 복합표본설계에 기초한 범주형 조사자료는 통상적인 피어슨 카이제곱검정에 필요한 조건을 만족하지 못한다. 그러나 많은 조사연구에서 복잡한 표본설계 방법을 적용하고 있지만, 종래의 피어슨 검정결과를 제시하고 있다. 본 연구는 복합표본설계에 의한 범주형자료의 동질성검정에 대한 실증분석을 통해, 종래의 피어슨 검정과 불편검정인 왈드검정, 표본설계를 반영한 비율추정치를 사용하는 피어슨 검정을 비교하였다. 분석결과, 종래의 피어슨검정은 표본설계를 반영하는 검정들에 비해 통계량 값이 매우 크고, 유의확률이 심각하게 작게 나타나는 것을 확인하였다. 복합표본설계를 반영하되 추정량의 분산을 아는 경우와 모르는 경우의 비교에서는 범주수, 설계효과행렬의 고유치들의 평균과 표준편차에 영향을 받는 것을 확인하였다.

ROC 다면체 아래 체적의 판단기준 (Standard criterion of hypervolume under the ROC manifold)

  • 홍종선;정동근
    • Journal of the Korean Data and Information Science Society
    • /
    • 제25권3호
    • /
    • pp.473-483
    • /
    • 2014
  • ROC 곡선과 ROC 곡면을 확장한 4차원 이상의 공간에서의 ROC 다면체는 시각적인 표현이 어렵기 때문에 활용하기 어려우나, ROC 다면체 아래 공간을 측정하는 HUM 통계량에 대하여는 AUC와 VUS 통계량을 기반으로 정의가 가능하고 값을 구할 수 있으므로 본 연구는 네 가지 범주의 분류모형의 판별력을 측정하는 확률을 정의하고 연구한다. 그리고 Basel II를 기반한 부도확률에 대한 AUC의 판별력 판단기준을 제안한 연구를 확장하여, 네 범주 분류모형의 판별력을 측정하는 HUM 통계량에 관한 판단기준을 13단계로 구분하여 제안하고 활용하는 방법을 설명한다. 다양한 분포함수에 대하여 얻은 HUM 값을 바탕으로 제안한 판단기준을 탐색하기 위하여 삼원구획그림을 활용하여 판단기준을 설명한다.

방문요양서비스 이용자가 지각한 서비스의 질 측정을 통한 중요도와 성과도 분석 (An analysis on the importance and performance of home help service through measuring service quality perceived by its users)

  • 변도화
    • 한국산학기술학회논문지
    • /
    • 제14권1호
    • /
    • pp.247-256
    • /
    • 2013
  • 본 논문은 방문요양서비스를 이용하고 있는 대상자 중심의 서비스 평가를 바탕으로 중요도와 성과도 분석을 통해 관리전략을 제시하였다. 연구대상은 강원도 S시에 소재한 3개소의 재가장기요양기관에서 서비스를 받고 있는 대상자로 하였으며, 자료 분석은 SPSS 12.0을 이용하여 기초통계, 신뢰도분석, 요인분석을 실시하였다. 분석결과 방문요양서비스 중요도는 총5점 만점에 4.55점으로 나타났고, 성과도는 4.26점으로 나타났다. 집중개선영역은 '신속한 서비스 제공'과 '안심하고 서비스 제공'으로 나타났고, 유형성의 4개 속성, 신뢰 확신성의 4개 속성, 대응 공감성의 1개 속성은 개선고려 영역으로 나타났으며, 신뢰 확신성의 3개 속성, 대응 공감성의 5개 속성은 강점유지영역으로 나타났다. 결론적으로 방문요양서비스 질을 높이기 위해서는 우선적으로 집중개선영역의 성과향상이 필요하며, 서비스 제공자의 지속적인 교육과 훈련을 통한 전문성의 확보와 규칙적인 대상자 중심의 서비스 평가를 통한 관리가 필요할 것으로 사료된다.