• Title/Summary/Keyword: 통계 처리

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Convergence research on education needs for prevention and control of infectious diseases (감염병 예방 및 관리에 대한 교육요구도 융복합 연구)

  • Kang, Kyung-hee;Park, Arma;Lim, HyoNam;Hwang, Hye-Jeong;Kim, Kwang Hwan
    • Journal of the Korea Convergence Society
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    • v.12 no.4
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    • pp.95-103
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    • 2021
  • This study was aimed to investigate the education needs for prevention and control of infectious diseases by lifecycle based on age group and to provide the fundamental data to develop the educational programs. A research was conducted with 328 adults over 19 years old for a month of February 2021 through online and mobile survey by Gallup Korea. Research contents include the general characteristics, personal hygiene practices related to infection, perceived risks related to infection, importance and level of knowledge on infectious diseases, and education needs for prevention and control of infectious diseases. For the research data analysis, PASW Statistics Ver 20.0 was used as a statistical program. Ranks from analysis upon conversion as the formula of Borich needs to sum up with importance and knowledge level showed first (Borich 3.11) with treatments for infectious diseases; second (Borich 2.15) with process in case of suspicion and diagnosis of infectious diseases; third (Borich 1.75) with transmission routes of infectious diseases; fourth (Borich 1.73) with preventive ways of infectious diseases; fifth (Borich 1.50) with diagnostic and test methods of infectious diseases; sixth (Borich 1.45) with characteristics of infectious diseases; and seventh (Borich1.38) with main symptoms of infectious diseases. It is anticipated that development of educational programs applying education needs for prevention and control of infectious diseases in this research can contribute to enhance the physical health, mental health, and psychological well-being of the subjects.

The Influence of Cultural Program Commitment on Career Perception & Development of Children and Adolescents Using Local Children Centers' Services - The Mediating Effects of Self-Efficacy Moderated by Social Support (지역아동센터 이용 아동·청소년의 문화프로그램 몰입이 진로인식 및 진로발달에 미치는 영향 - 사회적지지에 의해 조절된 자기효능감의 매개효과)

  • Jang, Sun-Hwa
    • Journal of Digital Convergence
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    • v.19 no.4
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    • pp.193-204
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    • 2021
  • The purpose of this study was to examine the mediating effect of self-efficacy moderated by social support in the influence of local children's center cultural program commitment on career awareness and development of children and adolescents using Local Children Centers' Services. For this purpose, the questionnaires of local children's center cultural program commitment, career awareness and development, social support, and self-efficacy was conducted to 190 elementary school students in the 3rd grade and middle and high school in 22 children's centers in N city. The statistical packages were SPSS PC+ 25.0 and SPSS MACRO. The main results are as follows: First, cultural program commitment had positive correlation with self-efficacy, social support, career awareness and career development. Also, self-efficacy had a positive correlation with social support, career awareness and career development, and social support had a positive correlation with career awareness and career development. Second, the hypothesis model was supported that cultural program commitment positively affects career awareness mediated by self-efficacy moderated by social support. In other words, the more they participated and commited in cultural programs, the more self-efficacy increased leading to more career awareness. Also, the more social support was felt, the more the positive influence of cultural program commitment on self-efficacy increased. The hypothesis model was supported that cultural program commitment positively affects career development mediated by self-efficacy moderated by social support. In other words, the more they participated and commited in cultural programs, the more self-efficacy increased leading to more career development. Also, the more social support was felt, the more positive influence of cultural program commitment on self-efficacy increased. The limitation and future tasks were discussed.

IoT Utilization for Predicting the Risk of Circulatory System Diseases and Medical Expenses Due to Short-term Carbon Monoxide Exposure (일산화탄소 단기 노출에 따른 순환계통 질환 위험과 진료비용 예측을 위한 IoT 활용 방안)

  • Lee, Sangho;Cho, Kwangmoon
    • Journal of Internet of Things and Convergence
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    • v.6 no.4
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    • pp.7-14
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    • 2020
  • This study analyzed the effect of the number of deaths of circulatory system diseases according to 12-day short-term exposure of carbon monoxide from January 2010 to December 2018, and predicted the future treatment cost of circulatory system diseases according to increased carbon monoxide concentration. Data were extracted from Air Korea of Korea Environment Corporation and Korea Statistical Office, and analyzed using Poisson regression analysis and ARIMA intervention model. For statistical processing, SPSS Ver. 21.0 program was used. The results of the study are as follows. First, as a result of analyzing the relationship between the impact of short-term carbon monoxide exposure on death of circulatory system diseases from the day to the previous 11 days, it was found that the previous 11 days had the highest impact. Second, with the increase in carbon monoxide concentration, the future circulatory system disease treatment cost was estimated at 10,123 billion won in 2019, higher than the observed value of 9,443 billion won at the end of December 2018. In addition, when summarized by month, it can be seen that the cost of treatment for circulatory diseases increases from January to December, reflecting seasonal fluctuations. Through such research, the future for a healthy life for all citizens can be realized by distributing various devices and equipment utilizing IoT to preemptively respond to the increase in air pollutants such as carbon monoxide.

Detection and Identification of Moving Objects at Busy Traffic Road based on YOLO v4 (YOLO v4 기반 혼잡도로에서의 움직이는 물체 검출 및 식별)

  • Li, Qiutan;Ding, Xilong;Wang, Xufei;Chen, Le;Son, Jinku;Song, Jeong-Young
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.21 no.1
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    • pp.141-148
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    • 2021
  • In some intersections or busy traffic roads, there are more pedestrians in a specific period of time, and there are many traffic accidents caused by road congestion. Especially at the intersection where there are schools nearby, it is particularly important to protect the traffic safety of students in busy hours. In the past, when designing traffic lights, the safety of pedestrians was seldom taken into account, and the identification of motor vehicles and traffic optimization were mostly studied. How to keep the road smooth as far as possible under the premise of ensuring the safety of pedestrians, especially students, will be the key research direction of this paper. This paper will focus on person, motorcycle, bicycle, car and bus recognition research. Through investigation and comparison, this paper proposes to use YOLO v4 network to identify the location and quantity of objects. YOLO v4 has the characteristics of strong ability of small target recognition, high precision and fast processing speed, and sets the data acquisition object to train and test the image set. Using the statistics of the accuracy rate, error rate and omission rate of the target in the video, the network trained in this paper can accurately and effectively identify persons, motorcycles, bicycles, cars and buses in the moving images.

Analysis of the factors influencing customer satisfaction of delivery food (배달음식 이용고객의 만족도에 영향을 미치는 요인 분석)

  • Park, Min-Seo;Bae, Hyun-Joo
    • Journal of Nutrition and Health
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    • v.53 no.6
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    • pp.688-701
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    • 2020
  • Purpose: This study was performed to evaluate the importance and satisfaction of the selective attributes of delivery food and to analyze the factors affecting customer satisfaction. Methods: A total of 574 responses were collected from customers who had ordered delivery food for data analysis. Statistical analyses were conducted using the SPSS program (ver. 25.0) for frequency analysis, χ2 tests, t-test, factor analysis, Pearson correlation, multiple regression analysis, and Importance-Performance Analysis (IPA). Results: The importance of delivery food selection attributes was higher in the order of 'hygiene control level (4.72)', 'taste of food (4.64)', and 'delivery accuracy (4.40)'. Satisfaction assessment was higher in the order of 'taste of food (4.32)', 'delivery accuracy (4.26)', and 'convenience of using the delivery app (4.21)'. According to the results of IPA, items that were priorities for improvement were charges for delivery, discount offers, sufficient description of the menu, and rapid handling of customer complaints. On an average, overall customer satisfaction score of delivery food was 4.01 out of 5 points. Additionally, five satisfaction factors were extracted by exploratory factor analysis. According to the results of multiple regression analysis, quality of delivery platform (p < 0.001), quality of delivery service (p < 0.001), convenience and diversity (p < 0.001), quality of delivery food (p < 0.001), and health and safety (p < 0.001) had significant positive effects on overall customer satisfaction. Conclusion: To increase customer satisfaction among delivery food customers, restaurant or delivery platform managers should consistently improve not only the quality of the delivery platform but also the quality of the delivery food and service.

Pupil Data Measurement and Social Emotion Inference Technology by using Smart Glasses (스마트 글래스를 활용한 동공 데이터 수집과 사회 감성 추정 기술)

  • Lee, Dong Won;Mun, Sungchul;Park, Sangin;Kim, Hwan-jin;Whang, Mincheol
    • Journal of Broadcast Engineering
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    • v.25 no.6
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    • pp.973-979
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    • 2020
  • This study aims to objectively and quantitatively determine the social emotion of empathy by collecting pupillary response. 52 subjects (26 men and 26 women) voluntarily participated in the experiment. After the measurement of the reference of 30 seconds, the experiment was divided into the task of imitation and spontaneously self-expression. The two subjects were interacted through facial expressions, and the pupil images were recorded. The pupil data was processed through binarization and circular edge detection algorithm, and outlier detection and removal technique was used to reject eye-blinking. The pupil size according to the empathy was confirmed for statistical significance with test of normality and independent sample t-test. Statistical analysis results, the pupil size was significantly different between empathy (M ± SD = 0.050 ± 1.817)) and non-empathy (M ± SD = 1.659 ± 1.514) condition (t(92) = -4.629, p = 0.000). The rule of empathy according to the pupil size was defined through discriminant analysis, and the rule was verified (Estimation accuracy: 75%) new 12 subjects (6 men and 6 women, mean age ± SD = 22.84 ± 1.57 years). The method proposed in this study is non-contact camera technology and is expected to be utilized in various virtual reality with smart glasses.

Gender Difference of the Influencing Factors on Successful Aging among Rural Community-dwelling Korean Elders (남성노인과 여성노인의 성공적 노화 영향요인)

  • Kim, Hee Kyung
    • 한국노년학
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    • v.32 no.3
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    • pp.819-834
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    • 2012
  • The purpose of this study was to examine the degree of successful aging and to investigate influencing factors of it in elderly to types of gender. Subjects were 73 male elderly and 77 female elderly, total 150 elderly living at K city in C province, from May to June, 2012. The data were analyzed using the SPSS Win 18.0 program for $X^2$ test, t-test, Pearson's correlation coefficients and multiple regression analysis. The correlated factors of successful aging among male elders included life satisfaction(r=.525, p<.001), family support(r=.355, p=.004), depression(r=-.555, p<.001) and loneliness(r=-.437, p<.001). Those of successful aging among female elders included life satisfaction(r=.607, p<.001), leisure satisfaction(r=.679, p<.001), family support(r=.784, p<.001), depression(r=-.516, p<.001), loneliness(r=-.644, p<.001) and self-transcendence(r=.576, p<.001). Life satisfaction and depression were statistically significant influencing factors of successful aging in male elders. Especially in the cases of female elders, life satisfaction, depression, family support and self-transcendence affected to successful aging. Life satisfaction, depression, family support, and self-transcendence were explained 52.9% in perception of successful aging among elders. This study suggests that life satisfaction, depression, family support, and self-transcendence will be considered in enhancing the successful aging promoting care and welfare designed for types of gender.

Cultural Analysis of Apology in American TV Series -Taking Desperate Housewives as an Example- (미국 드라마에서 사과 언어의 문화적인 분석 연구 -<위기의 주부들>을 중심으로-)

  • Sun, Li-Li;Shin, You-Ho
    • The Journal of the Korea Contents Association
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    • v.21 no.1
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    • pp.75-91
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    • 2021
  • In this study, most of the previous researches on the analysis of apology are limited to comparative study of apology in different countries from the perspective of cross-cultural communication and analysis of apology in daily life. Therefore, by introducing pragmatics on apology strategy and cultural interpretation theories, this study tried to analyze apology and apology strategies in the seventh season of American TV series Desperate Housewives. Specifically speaking, based on Trosborg's classification of apology strategies, this study sorted out, classified and counted apology strategies in the seventh season of Desperate Housewives, and then 200 apology strategies were randomly selected and analyzed in detail. The statistical results showed that 'expression of apology' strategy was used at the highest frequency of 64.0%, followed by 'explanation or account' and 'minimizing the degree of offence'; 'Acknowledgement of responsibility', 'offer of repair' strategy, 'expressing concern for hearer' and 'promise of forbearance' were used relatively less frequently. The results can be interpreted by America's high individualism, low power distance and low-context culture having great influence on the frequency of American apology strategy. This study can increase understanding of apology and culture, reduce offence in communication with Americans, and make cross-cultural communication smooth, and meanwhile it is expected to enrich the research scope of TV drama art by analyzing language in TV drama art.

The Effect of Service Quality of Hotel Drive through on Customer Satisfaction and Oncontinuous usage Intention -Focused on Moderating Role of the Hotel Brand image- (호텔 드라이브 스루 서비스품질이 고객만족, 지속이용의도에 미치는 영향 -호텔 브랜드이미지 조절효과 중심-)

  • Kim, Chan-Woo
    • The Journal of the Korea Contents Association
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    • v.21 no.6
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    • pp.513-523
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    • 2021
  • This study verified the effect of Hotel Drive through Service Quality between Customer Satisfaction and Oncontinuous usage Intention. In addition, by injecting the variable of the Hotel Brand Image between Hotel Drive through Service Quality and Customer Satisfaction, we tried to find out the effect of the Moderating Role. Convenience sampling was used for customers who recently experienced Hotel Drive through Service, which is operated mainly in Seoul. It has been held for about 40 days from December 2020. The survey tool constructed through prior research was distributed to customers who experienced Hotel Drive through Service in Seoul. 289 copies of the collected effective samples were statistically processed using SPSS 22.0. As a result of the analysis, it was found that hypothesis 1 and hypothesis 2 had a significant influence relationship. The Tangibility*Hotel Brand Image and physical environment*Hotel Brand Image in Hypothesis 3 were found to have a modulating effect with a significant positive (+) effect. However, it was found that Responsiveness*Hotel Brand Image and Reliability*Hotel Brand Image had no control effect.

The Relationship Between Gratitude Disposition and Psychological Well-BeingofUniversity Students: TheMediation Effect of Self-esteem (대학생의 감사성향과 심리적 안녕감의 관계 :자아존중감의 매개효과)

  • Choi, Jung-Myung;Kim, Sun-Mee
    • Journal of the Health Care and Life Science
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    • v.8 no.2
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    • pp.173-179
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    • 2020
  • The purpose of this study is to verify whether the relationship between gratitude disposition and psychological well-being of college students shows a mediating effect of self-esteem The final 211 copies of the data were used in the analysis for the study, which was collected as students attending the university located in Group C. The data were statistically processed using SPSS 21.0 and the hierarchical regression analysis was performed to analyze the collected data. The results of the study are summarized as follows: Looking at the impact of the first-phase gratitude disposition on self-esteem, it was found that gratitude disposition was significant to self-esteem. Looking at the impact of the second-phase gratitude disposition on psychological well-being, gratitude disposition was significant to psychological well-being. Since the three-stage gratitude disposition was significant to psychological well-being, self-esteem can be seen to have partial medias. The results of this study confirmed that gratitude disposition was necessary as psychological resources to promote psychological well-being of university students, and self-esteem had a mediating effect. It is hoped that this research result will be used as a basis for the development of programs to improve gratitude disposition and self-esteem in order to promote the psychological well-being of college students.