• Title/Summary/Keyword: Pre-survey Satisfaction

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An Analysis of Educational Capacity Prediction according to Pre-survey of Satisfaction using Random Forest (랜덤 포레스트를 활용한 만족도 사전조사에 따른 교육 역량 예측 분석)

  • Nam, Kihun
    • The Journal of the Convergence on Culture Technology
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    • v.8 no.6
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    • pp.487-492
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    • 2022
  • Universities are looking for various methods to enhance educational competence level suitable for the rapidly changing social environment. This study suggests a method to promote academic and educational achievements by reducing drop-out rate from their majors through implementation of pre-survey of satisfaction that revised and complemented survey items. To supplement the CQI method implemented after a general satisfaction survey, a pre-survey of satisfaction was carried out. To consolidate students' competences, this study made prediction and analysis of data with more importance possible using the Random Forest of the machine learning technique that can be applied to AI Medici platform, whose design is underway. By pre-processing the pre-survey of satisfaction, the students information enrolled in classes were defined as an explanatory variable, and they were classified, and a model was created and learning was conducted. For the experimental environment, the algorithms and sklearn library related in Jupyter notebook 3.7.7, Python 3.7 were used together. This study carried out a comparative analysis of change in educational satisfaction survey, carried out after classes, and trends in the drop-out students by reflecting the results of the suggested method in the classes.

The effects on academic achievement and satisfaction of the reciprocal peer tutoring in university calculus (대학 미분적분학에서 상호 동료 교수법이 학업성취도 및 학습만족도에 미치는 영향)

  • Choi, Wonyoung;Kim, Haekyung
    • The Mathematical Education
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    • v.53 no.2
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    • pp.263-274
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    • 2014
  • The purposes of the study are to investigate the effects on academic achievement and satisfaction of the reciprocal peer tutoring in university calculus. First, we classified the test group and the control group and then applied the reciprocal peer tutoring to the test group. According to results, the reciprocal peer tutoring is very effective in improving academic achievement. Second, the pre-survey and the post-survey were conducted to the test group. The survey contains five categories including 1) background of the participants, 2) learning objectives and expectation, 3) the intention of the continual learning Mathematics, 4) the individual self-efficacy, and 5) general Mathematics learning satisfaction. We found some facts from the difference between the pre and post surveys. The learning satisfaction has improved after the reciprocal peer tutoring in the test group. Even though this trend has not changed regardless of sex, high school levels and teaching understanding.

Research of Patients Satisfaction on the Medical Services of the Upper Gastrointestinal Series (위장조영검사에 대한 의료서비스 만족도에 관한 연구)

  • Kim, Gyoo-Hyung;Lim, Cheong-Hwan
    • The Journal of the Korea Contents Association
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    • v.15 no.3
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    • pp.199-205
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    • 2015
  • This study was conducted with examinees who chose upper gastrointestinography (UGI) among those who visited the hospital for health examination in order to improve the visitors' satisfaction with services. A questionnaire survey was conducted with the examinees, and 147 examinees who visited the hospital during the two months from May 2014 participated in the survey as the subjects of pre education examination while 164 examinees who visited during the months from July 2014 participated as the subjects of post education examination. The pre education subjects were surveyed about anxiety, need of explanation, method of explanation, satisfaction with UGI, etc., and a video was prepared based on the results and provided to the post education subjects and then they were surveyed about change in anxiety, satisfaction with the explanation in the video, helpfulness of the video, intention to watch the video again, etc. In the pre education survey, the average value of anxiety was 2.62, and the need of explanation was 2.52, In addition, 78.2% of the subjects chose guide video as a method of explanation, and satisfaction with UGI was 1.55. In the post education survey, the average value of changed anxiety was 1.45, satisfaction with video explanation was 2.80, helpfulness was 2.79, and intention to watch the video again was 2.80. In the results of T-test between the pre and post education groups, they showed statistically significant in anxiety and satisfaction (p<0.05). Moreover, the findings of this study confirmed that video education and information on UGI provided in advance reduce patients' anxiety and increase their satisfaction with examination.

A Case Study on the Application of Flipped Learning Methodology to Thermodynamics in Mechanical Engineering (열역학 교과목에 대한 플립러닝 교수법 적용 사례)

  • Ryu, Kyunghyun
    • Journal of Engineering Education Research
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    • v.25 no.6
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    • pp.69-80
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    • 2022
  • In this study, the application of flipped learning methodology to thermodynamics in mechanical engineering was examined, and how university students view flipped learning and the effects of flipped learning were analyzed. To analyze the effects of flipped learning, pre-class survey, assessment on learning in pre-class, team activities during class, and post-class survey were conducted. The analysis was also conducted on 33 students who took the thermodynamics course in mechanical engineering, and the PARTNER flipped learning model was applied to the class. The results of this study are as follows; In the preliminary survey, the students expected that the flip-learning class with team activities and teaching between team members would be helpful in improving their learning. In addition, students recognized that cooperative learning through a team was helpful for learning. The case reflecting the result of pre-learning evaluation to the subject grades showed higher pre-learning evaluation results than the case not reflecting the result of the pre-learning evaluation to the subject grades, and it was found that the pre-learning evaluation was acting as a factor to promote learning in pre-class. In post-class survey, the satisfaction with the flipped learning class was high, indicating that the effectiveness of the flipped learning class applied to the thermodynamics class was excellent.

The Effects of Self-Efficacy and Occupational Value on the Major Satisfaction of Students Majoring in Childcare (보육전공 학생들의 자기효능감과 직업가치가 전공만족도에 미치는 영향)

  • Kim, Young-Tae
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.19 no.5
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    • pp.199-206
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    • 2018
  • The study objective was to understand the effects of self-efficacy and occupational value on the major satisfaction of pre-service childcare teachers. A questionnaire survey was conducted targeting 281 pre-service childcare teachers in A city. In the study results, first, pre-service childcare teachers highly perceived the self-regulatory efficacy and confidence of self-efficacy, the intrinsic value of occupational value, and the general satisfaction and perception satisfaction of major satisfaction. Second, there were statistically significant correlations between self-efficacy, occupational value, and major satisfaction of pre-service childcare teachers. Third, the self-efficacy and occupational value of pre-service childcare teachers had positive effects on the major satisfaction. Based on these study results, there should be more diverse research for the formation of proper self-efficacy and correct occupational value, so that students majoring in childcare could perceive the importance of major satisfaction and also perform their childcare jobs with high-quality.

A Study of Divorce Adjustment of Divorced Men and Women in their 20s and 30s -focus on Life Satisfaction and Health- (20, 30대 이혼 남녀의 이혼 후 적응에 영향을 미치는 변수)

  • Ok Sun Wha;Sung Miai
    • Journal of the Korean Home Economics Association
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    • v.42 no.11
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    • pp.167-187
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    • 2004
  • This study investigated the post-divorce adjustment level, by focusing on life satisfaction, health, stress and resource factors, for divorced men and women in their 20s and 30s. Also, it examined how these factors affect life satisfaction and health. For this empirical analysis, data were collected from 114 divorced men and 112 divorced women, living in the Seoul metropolitan area, from 23rd Sep. to 20th Oct., 2002. The questionnaire for the survey dealt with demographic information, life satisfaction, health, stress and resource factor scales. The major findings of the research project were as follows.: first, the life satisfaction and health levels of the divorced men and women were low. Especially, divorced women had more physical and psychological problems than men. Second, the divorced men's satisfaction was affected by pre-divorce life events and education level, whereas the divorced women's satisfaction was affected by subjective economic dissatisfaction, pre-divorce tfe events, everyday life level when they were divorced, and social support. Finally, the attitude toward divorce of significant others and pre-divorce life events were important variables for the divorced men's health, whereas attachment toward ex-spouse, pre-divorce life events, pre-divorce marital conflict and social support were affectable variables for the divorced women's health. The results of current research are expected to contribute to the divorce adjustment programs according to gender.

Case Study of Treating Acne Scar Using Scar Regeneration Acupuncture Therapy and Micro-needle Therapy (흉터재생침과 미세피부침을 이용한 여드름 흉터의 치험례)

  • Lee, Ki-Su;Kim, You-Ra;Choi, Hyeong-Seok
    • Journal of Acupuncture Research
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    • v.29 no.4
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    • pp.81-91
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    • 2012
  • Objectives : There are numerous methods in treating acne scar. On the contrary there are hardly any cases on treating acne scars through Korean medicine. By observing we compared how much acne scar was treated by scar regeneration acupuncture therapy and micro-needle therapy treatment through observing pre and post case photos, KAGS, KCADI and patient satisfaction. Results : By comparing pre and post procedure through acne scar grade criteria, total of 5 patients showed improvement and could see distinct change in skin comparing case photos. After comparing pre and post procedures, total of 5 patients showed improvements in figures of Korean acne index. 4 patients replied very satisfied and 1 replies satisfied on patient satisfaction survey. Conclusions : After observing patients satisfaction, and comparing case photos, acne scar grade criteria, korean acne index, it can be considered that scar regeneration acupuncture therapy and micro-needle therapy done in our clinic to be valid treatment.

The relationships between the leadership types of a chief in a preschool institute perceived by a teacher and the teacher's occupational satisfaction (교사가 지각한 유아교육기관 원장의 지도성유형과 교사의 직무만족도)

  • Lee, Hee-Ja;Song, Min-Jae
    • Korean Journal of Human Ecology
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    • v.10 no.2
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    • pp.153-163
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    • 2001
  • The purpose of this study was to find the relationship between the leadership type of the chief and the occupational satisfaction of a teacher as well as the desirable type to fullfill the educational purpose of pre-school institutes. The subject of this study were 191 teachers in private pre-school institutes. Halpin's "Leadership Behavior Description Questionnaire" and Paula Jorde Bloom(1989)'s "Early Childhood Job Satisfaction Survey" have been modified and used for this study. The results are as follows: First, the leadership types of the chief teacher is recognizing can be classified into effective leadership, initiating structure, consideration, and ineffective leadership. Second, in regard to the occupational satisfaction of teachers they are satisfied with occupation itself and relationship between people rather than pay, social stability, and the environment of working. Third, the relationship between the leadership types of the chief and the occupational satisfaction shows the meaningful difference and consideration among the leadership types indicates the higher satisfaction of teachers. On the other hand, the type of ineffective leadership shows the lower satisfaction. As a result, the type of leadership of consideration contributes to the satisfaction rather than the types of leadership such as effective, ineffective, and initiating structure.

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The Effects of Mobile Accommodation App Quality Perception on Continual Use Intention through Expectation Confirmation and Satisfaction

  • Arum Park;Sin-Bok Lee
    • International Journal of Advanced Culture Technology
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    • v.11 no.2
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    • pp.345-357
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    • 2023
  • This research investigates the relationship between the information quality, service quality, and system quality of lodging apps and the users' expectations, level of satisfaction, and intent to continue using them. For this objective, 418 respondents participated in a survey. To evaluate the hypotheses, the collected data were examined using SPSS 22.0 and AMOS 22.0 statistical software. This study constructed a model using information quality, service quality, system quality, expectancy, satisfaction, and intention to continue using the pre- and post-use relationship of users of accommodation applications. The results of testing the hypotheses indicated that system quality had no significant effect on expectancy, system quality and service quality had no significant effect on satisfaction, and all other hypotheses had significant effects. The conclusion of this research is that the app's system quality, including access speed, access barriers, and privacy, does not satisfy pre- and post-use expectations. In addition, the system quality and service quality of the application have little effect on the app's satisfaction. The information quality of the application has a considerable impact on expectation confirmation and satisfaction, expectation confirmation has an impact on satisfaction, and expectation confirmation and satisfaction have an impact on intention to continue using.

An Analysis of College Students' Satisfaction with Online Classes during COVID-19 Pandemic (COVID-19로 인한 전면 온라인 수업 전환과정에서 대학생의 수업만족도 변화 분석)

  • Kim, Min-Kyung;Jang, Yun-Jeong;Lee, Ji-Yeon
    • Journal of Information Technology Services
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    • v.20 no.6
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    • pp.125-139
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    • 2021
  • To explore college students' course satisfaction over the course of the semester during which a full-scale digital transformation was in progress due to COVID-19 pandemic, this study analyzed student survey data from a university located in the metropolitan area. To minimize the respondents' burden to answer long list of detailed questions in repetition, the study utilized a pulse survey method and students were asked to answer a brief and regular set of online questions 5 times throughout the semester. The number of survey respondents ranged from 1,640 to 4,116, with an average of more than 3,700. The main results and implications of this study are summarized as follows. First, the survey data indicated that the overall student satisfaction with online courses was above average (3.46/5). Vast majority of students have chosen pre-recorded, contents-based course over real-time, video-based course as their preferred course delivery method and this tendency remained the same throughout the semester. Second, the results of keyword network analysis of open-ended questions indicated that technical issues, increased workload (e.g., course assignments and course attendance) were main causes of online course dissatisfaction. And students suggested an unified online course platform and more interactive course design to further improve online courses in the future.