• Title/Summary/Keyword: IT Happiness

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

  • Lee, So-Hyun;Lee, Yun-Kyung;Song, Eui-ryung;Kim, Hee-Woong
    • Knowledge Management Research
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    • v.18 no.3
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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.

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

  • Kim, Gahye;Lee, So-Hyun
    • Journal of Intelligence and Information Systems
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    • v.28 no.3
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    • pp.81-103
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    • 2022
  • It recognizes the importance of mental health and well-being worldwide and consistently records public happiness figures through the World Happiness Report. COVID-19, which occurred in China in 2019, has changed people's daily lives a lot. The accumulation of stress caused by the prolonged epidemic is affecting people's happiness. The present research has revealed negative mental health effects such as "depression" and "anxiety" after the pandemic. In this regard, it was revealed that the happiness index was also lowered numerically. It is insufficient to analyze specific issues about changes in the issue of happiness felt by the public in Korean society after the epidemic. Therefore, this study aims to identify changes in the happiness issue of Koreans after COVID-19 and find ways to improve happiness. Data were collected from various aspects by searching 32 sub keywords based on ERG theory by dividing the period before and after COVID-19. The results of topic modeling before and after COVID-19 were classified into seven areas of happiness index 2.0 published by the National Assembly Future Research Institute and compared and analyzed. Based on the results of comparing the results of the before and after topic from the perspective of each area, a plan to improve happiness was presented. The academic implications of this paper are that the research on psychological changes caused by COVID-19 was expanded by mining the opinions of the actual public on 'happiness'. In addition, it has practical implications in that it specifically presented measures to promote happiness by utilizing the area of objective happiness indicators based on the existing research on ways to reduce happiness promotion unhappiness.

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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    • v.8 no.4
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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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    • v.11 no.3
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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.

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

  • Cho, Song-Yon;Shin, Hae-Young;Choi, Mi-Sook;Choi, Hye-Young
    • Korean Journal of Child Studies
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    • v.30 no.2
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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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Consumer's Consumption Happiness, How Can We Measure It? (소비자의 소비행복을 어떻게 측정할 수 있나? : 소비행복의 구성요소 및 척도개발을 중심으로)

  • Chang, Hyun Sun
    • Journal of Families and Better Life
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    • v.32 no.6
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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
    • Science of Emotion and Sensibility
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    • v.24 no.2
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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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    • v.10 no.1
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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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    • v.14 no.2
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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.

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

  • Yang, Yeongmun;Shin, Hyoshick;Lee, Seonjeong
    • Journal of Korean Home Economics Education Association
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    • v.29 no.4
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    • pp.49-64
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    • 2017
  • The purpose of this study was to explore ways to help improve adolescents' happiness by exploring the influences of emphatic ability and family strengths on happiness. This subjects were 514 middle school students living in Gwangju. Data were collected from self-report questionnaires and analyzed with SPSS 22.0 program. The major findings were as follows; First, the adolescents' emphatic ability('viewpoint', 'identity', 'emphatic interest'), family strengths('family respect and affection', 'role sharing and problem solving', 'communication and bonds', 'financial stability') and happiness scores were higher than the median(3.00). Emphatic ability('viewpoint', 'identity', 'emphatic interest', 'personal suffering') and family strengths('communication and bonds') showed significant difference according to gender. Second, the adolescents' happiness was influenced by 'family respect and affection', 'role sharing and problem solving', 'financial stability', 'personal suffering', 'identity', and 'emphatic interest'. Adolescents' happiness was explained about 39% by these variables. In other words, the higher family respect and affection, both higher role sharing and problem solving and higher financial stability, with lower personal suffering and higher identity and higher emphatic interest showed the higher happiness. These findings demonstrate the emphatic ability and family strengths in adolescents influence on the level of happiness. As such, in order to improve the happiness of adolescents, it is necessary to energize those programs focus on the forming healthy family relationships and to design finance assistance programs that could attempt to minimise financial gap. Additionally, it is necessary to develop programs aimed to enhance emphatic ability and continue such programs in homes as well as at schools. Finally, it is necessary to implement curriculum that may improve family strengths and emphatic ability, which have influenced on the happiness in adolescents. Since the subject "Technology & Home Economics" helps to enhance family strengths, emphatic ability and eventually amplifies the happiness, it is necessary to expand and reinforce it as well as to make it a mandatory subject.