• 제목/요약/키워드: IT Happiness

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토픽모델링을 이용한 국가간 행복과 불행 토픽 비교 분석 : 한국, 미국, 영국, 브라질 (Comparative Analysis of Happiness and Unhappiness using Topic Modeling: Korea, U.S., U.K., and Brazil)

  • 이소현;이연경;송의령;김희웅
    • 지식경영연구
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    • 제18권3호
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    • pp.101-124
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    • 2017
  • Recently, 'happiness' has become a major issue of national level, exceeding the matter of personal issue. Especially, Korea has actually increased its GDP by focusing on the economic growth for decades, and now it has achieved the economic/technical development as an IT power. However, Korean people's satisfaction with life called 'happiness index' is moving back every year. Even though there have been continuous efforts to enhance the national happiness by mentioning it as an essential issue in the national level, there are not many researches related to it. This study drew measures to enhance happiness by extracting happiness factors and unhappiness factors of Korea through social network service. Especially, it aims to analyze, compare, and apply happiness factors and unhappiness factors of three countries such as the US, UK, and Brazil with higher happiness indexes than Korea. For this, through the topic modeling of text mining technique, postings including keywords about happiness and unhappiness were collected/analyzed from Twitter of Korea, the US, UK, and Brazil. The significance of this study is to discuss measures to increase happiness and to decrease unhappiness by mining/analyzing the actual public opinions about happiness and unhappiness in four countries like Korea, the US, UK, and Brazil by using the topic modeling. Through this, the quality of life of Korean people could be improved by suggesting measures to enhance happiness and to decrease unhappiness in the level of individual, family, society, and government.

코로나 전후 행복 이슈 변화 분석 및 행복 증진 방안 연구 (A Topic Modeling Approach to the Analysis of Happiness Issues Before and After Pandemic)

  • 김가혜;이소현
    • 지능정보연구
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    • 제28권3호
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    • pp.81-103
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    • 2022
  • 전 세계적으로 정신건강과 웰빙에 대한 중요성을 인식하고 있고, 세계 행복 보고서를 통해 꾸준하게 대중의 행복 수치를 기록하고 있다. 2019년 중국에서 발생한 코로나19는 사람들의 일상적인 생활에 많은 변화를 가져왔고, 전염병의 장기화로 인한 스트레스 누적이 사람들의 행복에 영향을 주고 있다. 기존 연구에서는 팬데믹 이후 '우울', '불안'과 같은 정신건강에 부정적인 영향을 알렸고, 수치상으로 행복 지수가 낮아졌음을 밝혔다. 전염병 이후 한국 사회에서 대중들이 느끼는 행복의 이슈 변화에 대한 구체적인 이슈를 분석하는 연구는 부족하다. 따라서, 본 연구는 코로나19 이후 한국인의 행복이슈에 생긴 변화를 파악하고 행복을 증진시킬 수 있는 방안을 찾는 것을 목표로 한다. 코로나19 이전 데이터는 2018년 1월 1일부터 2019년 12월 31일까지, 코로나19 이후 데이터는 2020년 1월 1일부터 2021년 12월 31일까지로 시기를 나누어 수집하였다. ERG 이론에 기반한 하위 키워드 32가지를 검색하여 다양한 측면에서 데이터를 수집하였다. 코로나19 전후 토픽 모델링 결과를 국회 미래연구원에서 발표한 '행복 지표 2.0'의 '건강', '안전', '경제', '교육', '관계 및 사회참여', '여가', '삶의 만족' 영역으로 분류하여 비교 분석하였다. 토픽과 키워드의 세부적인 의미에서 코로나19 전후의 차이를 발견할 수 있었다. 각 영역의 관점에서 행복 증진 방안을 토픽과 키워드를 비교 해석한 결과를 기반으로 제시하였다. 본 논문은 실제 대중들의 '행복' 관련 의견을 마이닝하여 코로나19로 인한 심리적 변화에 대한 연구를 확장했다는 점에서 학술적으로 시사한다. 또한, 기존 행복 증진 불행 경감 방안에 대한 연구를 기반으로 하여 객관적인 행복 지표 영역을 활용해 행복 증진 방안을 구체적으로 제시했다는 점에서 실무적 시사점을 갖는다.

The Relationship between Consumer's Ethical Consumption Consciousness, Life Meaning and Consumer Happiness

  • Goo, Hye Kyoung
    • International Journal of Advanced Culture Technology
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    • 제8권4호
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    • pp.249-254
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    • 2020
  • This study are to show the relation between ethical consumption consciousness, life meaning and happiness of life. Specifically, this study aims to examine the mediation effects of the meaning of life in the relationship of the ethical consumption consciousness and happiness, a survey was conducted by collecting 265 valid questionnaires. SPSS and AMOS statistical package were used to examine the relationships between variables. The results showed that ethical consumption consciousness had a significantly positive effect on life meaning. It was also found that life meaning had a positive effect on happiness of life. This study is significant in the sense that it identifies ethical consumerism consciousness has a positive influence on life meaning and consumer happiness. In particular, the mediating effect of the meaning of life, which is drawing attention in various research fields, was confirmed in the relationship between ethical consumption consciousness and happiness. This study can be used as effective information for further ethical consumption education and suggested implications for enhancing ethical consumption consciousness and happiness in various ways.

An Empirical Study on the Happiness of Generation MZ Employees in South Korea: Focusing on the Preceding Factors of Happiness and Engagement

  • Giha, Shin;Jaeryoung, Song
    • Asian Journal of Innovation and Policy
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    • 제11권3호
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    • pp.363-396
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    • 2022
  • This study focuses on the happiness of the generation MZ of innovative enterprises, which are evaluated as the driving force of economic growth at a time when the value of happiness is emerging. Happiness is related to the prosperity and performance of the organization. However, MZ generation office workers, who account for 45% of the economically active population, are considered unhappy at work. Therefore, this study attempted to explore the preceding factors (organizational factors, relationship and communication factors, and personal factors) of happiness for the generation MZ of innovative enterprises and to examine the effect of happiness on employee engagement. For the study, 300 usable responses were collected from generation MZ working in innovative enterprises through an online survey. Research hypotheses and research questions were verified using SPSS 26.0 and AMOS 23.0. As a result, it was confirmed that procedural justice among the organizational factors, rewarding co-worker/supervisor relationship among the relationship/communication factors, and personal factors (meaningfulness of work, personal accomplishment) positively affected the MZ generation's workplace happiness. In particular, the meaningfulness of work, which corresponds to personal factors, exerted the most significant influence. In addition, in the case of happiness at the workplace, there was a positive effect on employee engagement, which was stronger in organizational engagement than in job engagement. As a result of examining the structural relationship between variables used in the study, it was found that procedural justice, rewarding co-worker/supervisor relationships, the meaningfulness of work, and personal accomplishment positively affected employee engagement through happiness. Through research, the importance of happiness at the workplace was suggested by systematically reviewing the preceding variables of happiness at the workplace and grasping the positive effects of happiness. In addition, the management measure of generation MZ employees of innovative enterprises was discussed, the necessity of research on happiness at the workplace was emphasized, and follow-up studies were proposed.

한국 초등학교 아동의 행복감 실태조사 (Survey of Korean Elementary School Children's Happiness)

  • 조성연;신혜영;최미숙;최혜영
    • 아동학회지
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    • 제30권2호
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    • pp.129-144
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    • 2009
  • This study investigated Korean elementary school children's happiness by gender and grade and by attendance in after-school programs during weekdays and weekends. Participants were 3,608 children in Korean provincial areas except Jeju-do; they responded to the Happiness Scale developed by the researchers. Data were analyzed by frequency, percent, and t-test. Results were (1) children's happiness level was high; girls' happiness level was higher than boys'. As they moved up in school grade, happiness level decreased. (2) Their attendance in after-school programs during weekdays and weekends decreased their happiness level in leisure and extra academic activity, but it increased happiness in school/community life and sibling relations. Conclusions were that reduction in the amount of children's after-school programming would increase children's happiness.

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소비자의 소비행복을 어떻게 측정할 수 있나? : 소비행복의 구성요소 및 척도개발을 중심으로 (Consumer's Consumption Happiness, How Can We Measure It?)

  • 장현선
    • 가정과삶의질연구
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    • 제32권6호
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    • pp.139-154
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    • 2014
  • This study aims to devise a tool which can identify the concept of 'consumption happiness' and to develop a standardized scale to measure consumption happiness. How can we measure consumption happiness? Based on it, the concept and perspective of consumption happiness was formed and then the scale for measuring it was developed. To develop the scale, questions were extracted through a literature survey, an FGI interview was conducted and validity was verified through experts' opinions. Then the scale was developed by conducting a questionnaire survey for consumers. For the analysis of the research, SPSS 20. 0 for Windows and AMOS 17.0 were used and 500 consumers responded to an online survey. In order to examine the general characteristics of the investigation object, the technical statistics of frequency, percentage, average and standard deviation were performed. To develop the research, test-retest correlation, item-to-total correlation, Cronbach's ${\alpha}$ reliability, exploratory factor analysis and confirmatory factor analysis were conducted. The final 20-item consumption happiness scale, which consisted of four factors, was constructed in the end.

Happy Applicants Achieve More: Expressed Positive Emotions Captured Using an AI Interview Predict Performances

  • Shin, Ji-eun;Lee, Hyeonju
    • 감성과학
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    • 제24권2호
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    • pp.75-80
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    • 2021
  • Do happy applicants achieve more? Although it is well established that happiness predicts desirable work-related outcomes, previous findings were primarily obtained in social settings. In this study, we extended the scope of the "happiness premium" effect to the artificial intelligence (AI) context. Specifically, we examined whether an applicant's happiness signal captured using an AI system effectively predicts his/her objective performance. Data from 3,609 job applicants showed that verbally expressed happiness (frequency of positive words) during an AI interview predicts cognitive task scores, and this tendency was more pronounced among women than men. However, facially expressed happiness (frequency of smiling) recorded using AI could not predict the performance. Thus, when AI is involved in a hiring process, verbal rather than the facial cues of happiness provide a more valid marker for applicants' hiring chances.

The Effects of Elderly's Motivation for Participating in Ball Game on Social Support and Subjective Happiness

  • Kim, Whabok;Park, Sunmun
    • International journal of advanced smart convergence
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    • 제10권1호
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    • pp.134-141
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    • 2021
  • The purpose of this study is to investigate the effect of the elderly's motivation to participate in ball games on social support and subjective feelings of happiness. The subjects of this study were elderly people aged 65 or older who lived in Gwangju in 2020 and participated in the ball game movement. Besides, 150 males, 150 females, and 300 total subjects were selected using the convenient sampling method. The survey tool focuses on the motivation for participation in ball game movement, social support, and subjective happiness, and the data collected using this are used for the SPSS 20.0 version, and use statistics are processed according to the purpose of analysis. The results obtained through this research process are as follows. First, it was found that the elderly's motivation to participate in ball game exercise partially affected social support. Second, it was found that the elderly's motivation to participate in ball game exercises had a partial effect on subjective happiness. Third, it was found that the elderly's social support partially affected the subjective feelings of happiness.

Synchronization of Dynamical Happiness Model

  • Bae, Youngchul
    • International Journal of Fuzzy Logic and Intelligent Systems
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    • 제14권2호
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    • pp.91-97
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    • 2014
  • Chaotic dynamics is an active research area in fields such as biology, physics, sociology, psychology, physiology, and engineering. Interest in chaos is also expanding to the social sciences, such as politics, economics, and societal events prediction. Most people pursue happiness, both spiritual and physical in many cases. However, happiness is not easy to define, because people differ in how they perceive it. Happiness can exist in mind and body. Therefore, we need to be happy in both simultaneously to achieve optimal happiness. To do this, we need to synchronize mind and body. In this paper, we propose a chaotic synchronization method in a mathematical model of happiness organized by a second-order ordinary differential equation with external force. This proposed mathematical happiness equation is similar to Duffing's equation, because it is derived from that equation. We introduce synchronization method from our mathematical happiness model by using the derived Duffing equation. To achieve chaotic synchronization between the human mind and body, we apply an idea of mind/body unity originating in Oriental philosophy. Of many chaotic synchronization methods, we use only coupled synchronization, because this method is closest to representing mind/body unity. Typically, coupled synchronization can be applied only to non-autonomous systems, such as a modified Duffing system. We represent the result of synchronization using a differential time series mind/body model.

청소년의 공감능력과 가족건강성이 행복감에 미치는 영향 (The Effect of Emphatic Ability and Family Strengths on Happiness in Adolescents)

  • 양영문;신효식;이선정
    • 한국가정과교육학회지
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    • 제29권4호
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    • pp.49-64
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    • 2017
  • 본 연구는 청소년의 가족건강성, 공감능력과 행복감의 일반적인 경향을 알아보고, 가족건강성, 공감능력이 행복감에 미치는 영향력을 살펴봄으로써 이를 통해 청소년의 행복감을 증진하는데 도움을 주는 방향을 모색하고자 한다. 첫째, 청소년이 인식하는 공감능력은 '개인적 고통'을 제외한 '관점 취하기', '동일시', '공감적 관심'에서 중간 값 보다 높게 나타났으며 성별에 따른 공감능력의 차이를 살펴보면, 여학생이 남학생에 비해 전반적으로 공감능력이 높았다. 청소년이 인식하는 가족건강성은 하위영역 모두에서 중간 값보다 높게 나타났고, 성별에 따른 가족건강성의 차이를 살펴보면 '의사소통 및 유대'를 여학생이 남학생 보다 높게 인식하는 것으로 나타났다. 청소년이 인식하는 행복감은 중간 값보다 높게 나타났으며, 성별에 따른 차이는 나타나지 않았다. 둘째, 청소년의 행복감에 공감능력 중 동일시, 공감적 관심, 개인적 고통이 영향을 미치는 것으로 나타났고, 가족건강성의 하위변인 중 가족존중 및 애정, 역할공유 및 문제해결력, 재정적 안정이 영향을 미치는 것으로 나타났으며, 이들 변인들은 행복감을 39% 설명해 주고 있다. 따라서, 청소년의 행복감을 증진시키기 위해서는 건강한 가족관계 형성을 위한 가족관계 강화 프로그램을 활성화하고 공감능력 향상 프로그램을 개발하여 학교나 가정에서 지속적인 교육이 이루어져야 할 것이다.