• Title/Summary/Keyword: satisfaction-rate

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Relationship between Result of Sentiment Analysis and User Satisfaction -The case of Korean Meteorological Administration- (감성분석 결과와 사용자 만족도와의 관계 -기상청 사례를 중심으로-)

  • Kim, In-Gyum;Kim, Hye-Min;Lim, Byunghwan;Lee, Ki-Kwang
    • The Journal of the Korea Contents Association
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    • v.16 no.10
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    • pp.393-402
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    • 2016
  • To compensate for limited the satisfaction survey currently conducted by Korea Metrological Administration (KMA), a sentiment analysis via a social networking service (SNS) can be utilized. From 2011 to 2014, with the sentiment analysis, Twitter who had commented 'KMA' had collected, then, using $Na{\ddot{i}}ve$ Bayes classification, we were classified into three sentiments: positive, negative, and neutral sentiments. An additional dictionary was made with morphemes appeared only in the positive, negative, and neutral sentiments of basic $Na{\ddot{i}}ve$ Bayes classification, thus the accuracy of sentiment analysis was improved. As a result, when sentiments were classified with a basic $Na{\ddot{i}}ve$ Bayes classification, the training data were reproduced about 75% accuracy rate. Whereas, when classifying with the additional dictionary, it showed 97% accuracy rate. When using the additional dictionary, sentiments of verification data was classified with about 75% accuracy rate. Lower classification accuracy rate would be improved by not only a qualified dictionary that has increased amount of training data, including diverse keywords related to weather, but continuous update of the dictionary. Meanwhile, contrary to the sentiment analysis based on dictionary definition of individual vocabulary, if sentiments are classified into meaning of sentence, increased rate of negative sentiment and change in satisfaction could be explained. Therefore, the sentiment analysis via SNS would be considered as useful tool for complementing surveys in the future.

The Influences of College Adaptation, Satisfaction of Major and Clinical Practice on Vocational Identity in Nursing Students (간호대학생의 대학생활적응, 전공만족도, 임상실습만족도가 간호사로서의 직업정체성에 미치는 영향)

  • Lee, Mi-Ra;Kim, Mi-Ja
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.19 no.6
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    • pp.197-208
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    • 2018
  • The purpose of this study was to investigate levels of vocational identity, adaptation in a nursing school, and nursing student satisfaction with major and clinical practice, to examine their interrelationships, and to investigate predictors affecting the vocational identity of nursing students. The participants were 335 nursing students in D city who were surveyed from October to December 2016 using a self-report questionnaire. The data from 317 participants (response rate 94.6%) were analyzed. There was a statistically significant positive correlation between college adaptation, satisfaction with major, satisfaction with clinical practice, and vocational identity. In the multiple regression analysis, college adaptation, satisfaction with major, and satisfaction with clinical practice were factors significantly associated with the vocational identity. These three factors explained 50.6% of the vocational identity of nursing students. Due to the high turnover rate among new nurses, it is critical that nursing students have a vocational identity as nurses. In order to improve vocational identity, nurse educators should consider helping students to adapt to nursing college, and to become satisfied with major and clinical practice.

Service Resource, Capability and Performance: an Exploratory Study on Hotel Industry (호텔 서비스 자원에 따른 운영역량과 성과의 차이에 관한 연구)

  • Cho, Jungeun
    • Journal of Korean Society for Quality Management
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    • v.41 no.4
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    • pp.513-525
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    • 2013
  • Purpose: The purpose of this paper are to propose a strategic map for hotel industry through analyzing the relationship between service resource, operational capabilities, and performance. Methods: A phone survey was conducted among Korean hotels, and 102 data sets were collected. Measurement items are assessed using both cognitive and objective scales. Results: As results, 'superior group', which is superior in both physical resources and human resources, is excellent in all capabilities and also in room occupancy rate. On the other hands, 'inferior group', which is inferior in both physical resources and human resources, shows lower achievements is in most areas except speed. In addition, physical superior group is better than human superior group in most capabilities except speed, but human superior group shows better results than physical superior group in both room occupancy rate and customer satisfaction. Conclusions: Through the empirical analysis, the conclusions attained are as follows; First, human resources affect customer satisfaction more directly that physical resources. Second, the balancing between physical resources and human resources has an importance to improve operational capabilities.

Multiple Objective Manpower planing Model Considered with Advance Rate for Officer's Native (장교 출신별 진출율을 고려한 다목표 인력계획모형)

  • 민계료
    • Journal of the military operations research society of Korea
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    • v.24 no.1
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    • pp.157-175
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    • 1998
  • This paper develops multiple objective manpower planning model in order to design and adjust manpower structure and flow when advance rate for officer's native is considered. The state transition in manpower structure is analyzed using Markov chains. Multiple objectives in the model are security of advance rate, satisfaction of rank's number of personnel, and stability of the number of recruit personnel for officer's native. Trade - off of these objectives is made to evaluate manpower structure and flow. Solutions of this model are obtained by LINGO package.

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A study on the improvement of first-aid activity space within the ambulance for the efficiency of 119 EMT's work (119구급대원의 업무 효율성 향상을 위한 구급차 내 처치공간 개선에 관한 연구)

  • Hong, Sung-Gi
    • The Korean Journal of Emergency Medical Services
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    • v.17 no.3
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    • pp.73-86
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    • 2013
  • Purpose: The purpose of this study is to provide the basic data for the ergonomic design of first-aid activity space(FAS) for a future ambulance suitable for the performance of 119 EMT. Methods: Questionnaire was filled out by the 124 EMT in 119 centers. The questionnaire consisted of 3 sub factors including the satisfaction and compatibility of the FAS. The satisfaction and compatibility was analyzed based on characteristics of the subjects. Results: The satisfaction rate of the FAS within the ambulance was an average of 2.23, and the compatibility category got an overall average score of 2.26. The lowest ranked criteria in the satisfaction and compatibility factor was the functionality of storage space showing 1.93 and 1.88, respectively. The best position of the paramedic seat was the top side of the patient, near the head, which is suitable for patient assessment and treatment. Conclusion: During patient transportation of 119 EMTs, for efficient work process, a layout design of the FAS should be based on ergonomics that satisfied the performance function.

Effect of Breathing Exercise Using Panflutes on the Postoperative Compliance, Pulmonary Infections and Life Satisfaction in Elderly Patients Undergoing Spinal Surgery (척추수술을 받는 노인에게 시행한 수술 전 팬플룻 호흡운동 훈련의 효과)

  • Jo, Hyun Mi;Shin, Hyunsook
    • Journal of Korean Academy of Nursing
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    • v.48 no.3
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    • pp.279-288
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    • 2018
  • Purpose: The purpose of this study was to examine the effects of breathing exercises performed using panflutes in elderly patients undergoing spinal surgery. Methods: The study design was a nonequivalent control group non-synchronized pre-post test. The study included 24 patients in both the experimental group and the control group. The experimental group completed a daily breathing exercise regimen using panflutes for 30minutes after meals, whereas the control group was provided standard preoperative education, including breathing exercises using incentive spirometers. After the exercise regimen, breathing exercise compliance, pulmonary infections, and life satisfaction were measured in both groups, and the data were analyzed using the SPSS/WIN program. Results: The compliance rate of breathing exercises was significantly higher in the experimental group. The experimental group presented no pulmonary infections in the later period, whereas the control group presented higher pulmonary infection rates in the same period. In addition, the life satisfaction score in the experimental group significantly increased. Conclusion: The breathing exercise program using panflutes for elderly patients undergoing spinal surgery enhanced their breathing exercise compliance and their daily life satisfaction in addition to reducing their pulmonary infection rates.

Factors affecting the User Satisfaction and Continuance Usage Intention of Social Network Service (SNS 사용자의 개인적·사회적 특성이 지속적 사용의도에 영향을 미치는 요인 : 생활 공유형 SNS를 중심으로)

  • Kim, Byung-Gon;Yoon, Il-Ki;Park, Heung-Soon
    • Journal of Information Technology Applications and Management
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    • v.23 no.2
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    • pp.207-224
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    • 2016
  • Investments in information and communication technologies (ICT) around the world have grown at an enormous rate over the past two decades, which reflects a new emphasis on consumer mobile devices. A social network service (SNS) is an online service that aims to build social relations among people who share interests and activities. The role of SNS is enormous for communicating ideas and opinions among social participants. The use of SNS has recently become one of the most popular social activities worldwide. This research investigated relation between personal characteristics, social characteristics and user satisfaction on SNS then, analyzed how these factors affecting continuance usage intention on SNS users. The conclusion is summarized as below. The study results show that informativeness, pleasure, innovativeness, relationship and empathy of SNS are having positive impact to some degree on the user satisfaction. Further, the user satisfaction of SNS users and quality of life have a positive impact on the continuance usage intention of SNS users. This results show that various SNS qualities are necessary to actively explore and obtain further information that users intend to find, while they are insufficient in function to provide the information other users require or exchange information with other users through the SNS.

A Study on the Service Choice Attribute of Korean Restaurants (한식 전문 업소의 서비스 선택 속성에 관한 연구 - 경기 북부 지역을 중심으로 -)

  • Cho, Sung-Ho;Chae, Sin-Suk;Kim, Kwang-Soo;Back, Young-Chang;Choi, Sung-Woong
    • Culinary science and hospitality research
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    • v.14 no.4
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    • pp.188-202
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    • 2008
  • The purpose of this research was to investigate the effects of various restaurant choice attributes on customer satisfaction that has positive influence on repatronage and word of mouth intent. This study examined relevant literatures, set up some hypotheses to solve main questionable considerations and made a corresponding empirical analysis. For the empirical analysis, a questionnaire survey was applied to total 478 customers who had visited restaurants around the northern part of Gyeong-gi province. The model was tested using SPSS 12.0 and AMOS 5.0 with 472 samples which received a 99% usable response rate. The results of empirical analysis were as follows: 1) menu quality has a significant effect on customer satisfaction and word of mouth intent. 2) service quality and convenience have a significant effect on customer satisfaction. 3) customer satisfaction has a significant effect on repatronage and word of mouth intent. 4) word of mouth intent has a significant effect on repatronage intent.

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Effects of Nursing and Care=giving Integrated Service on nursing work performance, nurses' job satisfaction and patient safety (간호간병통합서비스 운영병동 간호사의 간호업무성과, 직무 만족 및 환자안전사고)

  • Park, Jung Hee;Lee, Mi Hyang
    • Journal of Home Health Care Nursing
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    • v.24 no.1
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    • pp.14-22
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    • 2017
  • Purpose: To study aimed to examine the impact of the Nursing and Care=giving Integrated Service on nursing work performance, nurse' job satisfaction, and patient safety. Methods: A total of 66 nurses were selected as participants, comprising 30 nurses working in Nursing and Care=giving Integrated Service hospital ward, and 33 nurses working in a general hospital ward with a similar patient and disease group and distributed moderately. For data analysis, t-tests, ANOVA, and $X^2$ tests were conducted. Results: Nursing work performance in the Nursing and Care=giving Integrated Service ward was higher than that in the general hospital ward, but this difference was not statistically significant. Conversely, job satisfaction was lower among nurses in the Nursing and Care=giving Integrated Service ward, although again the difference was not significant. However, the Nursing and Care=giving Integrated Service ward had a significantly lower rate of safety-related accidents in patients compared to the general hospital ward. Conclusion: In order to expand and improve patient safety and other aspects of the Nursing and Care=giving Integrated Service, there is a need to establish a mediation strategy for increasing nurses' work performance and job satisfaction.

The Affective Factors of Case Managers' Occupational Stress (사례관리자의 직무스트레스에 영향을 미치는 요인)

  • Choi, Young-Soon;Kim, Hyun-Li;Sung, Kyoung-Ja
    • Korean Journal of Occupational Health Nursing
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    • v.18 no.2
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    • pp.205-218
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    • 2009
  • Purpose: The purpose of this study was to learn the affective factors of case managers' occupational stress. Method: A total of 986 participants responded to a self-administered questionnaire that included 24 items of Korean Occupational Stress Questionnaire Short Form (KOSQSF), job satisfaction index, health behaviors, general characteristics, and variables related to work. The data collection of research was done from 17th to 21th of September, 2007. The data were analysed by t-test, ANOVA, and multiple regression with SPSS 11.1 package program. Result: The results of this study were as follows: The overall job satisfaction rate of men and women was highly than that of the Korean worker's standard. There were statistically significant differences in occupational stress in work place, work department, work position, smoking, treatment in out-patient clinic, subjective & relative health-status, work load, supervisor's review on work-ability, and job satisfaction. According to the multi-variate analysis, occupational stress(47.6%) was related to job satisfaction, workload, individual work-ability, supervisor's review on work-ability, health status and gender. Conclusion: Occupational stress varied depending on the ten variables and was influenced by job satisfaction(35.7%) and 5 other variables. The results suggest that further follow-up study on case managers is necessary to relieve their occupational stress.

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