International journal of advanced smart convergence

The Institute of Internet, Broadcasting and Communication (한국인터넷방송통신학회)
권호 표지
DOI QR코드

DOI QR Code

The Meaning of Economic Activity of Middle-aged Men using Big Data

  • Sim, Yu Jeong (Graduate School of Smart Convergence Kwangwoon University) ;
  • Lim, Ahn-Na (Glocal Education Center, Kwangwoon University)
  • Received : 2020.07.23
  • Accepted : 2020.08.04
  • Published : 2020.09.30
Download PDF
⟨ Previous Next ⟩

Abstract

In this paper, to analyze the meaning of middle-aged men's economic activities, TEXTOM was used to analyze them. The data collection period is set from 2017 to 2019. Among the collected data, 100 refined words were converted into a matrix in which the degree of social connection was calculated, and the keyword network analysis was performed again with the NetDraw program. According to the study, middle-aged men put more meaning on their current work and family than their future retirement. Also, the related word commonly included in the top five for all three years was 'work'. Related words commonly included in the top 10 were 'old age', 'family', and 'work', and in 2018 and 2019, 'health' was included in the top 10. As a result of this, the middle-aged men living in the modern age are the generation who keep their families through economic activities and are increasingly interested in health and prepare for retirement. Therefore, policy support for stable economic activities is needed to improve the quality of life for middle-aged men. It is necessary to extend the retirement age, expand jobs and provide effective vocational training so that it can handle its role as the head of a family. In addition, measures should be taken to reduce the wage gap between highly skilled and low-skilled workers.

Keywords

References

  1. A. N. Lim and Y. S. Park. "A Study on the Socio-economic Characteristics of Middle-aged Single-person Households," The International Symposium on Advanced and Applied Convergence(ISAAC 2018), pp. 238-239, November 2018.
  2. W. T. Cho and H. H. Lee, and C. S. Yoon, "A Study on the Life and Economic Activities of Public Assistance Recipients", Social Welfare Policy, Vol. 19, pp. 5-30, 2004.
  3. Yonhap News Agency. https://www.yna.co.kr
  4. Korean Statistical Information Service. http://kosis.kr
  5. Y. J. Sim and A. N. Lim, "Perceptions of Economic Activities of Middle-aged Men Based-On Social Big Data Analysis," Advanced Engineering and ICT-Convergence 2020 (AEICP-2020), pp. 13-15, January 2020.
  6. J-H Park, "A The Longitudinal Effects of Integrated Preparation for Later Life: Economic Activities and Family-Relationship-Satisfaction among Middle-Aged Male", J. of the Korean society for Wellness, Vol. 12, No. 2, pp. 189-202, 2017. DOI: http://dx.doi.org/10.21097/ksw.2017.11.124.189
  7. Y. J. Sim and A. N. Lim, "Comparative analysis of big data by year on the perception of economic activity among middle-aged men", (IICCC 2020), pp.89-92. July 2020.
  8. S. H. Yun, "The Effect of the Family Policy on Mathers' Economic Participation by Social Classes", Korea Journal of Child Care and Education, Vol. 5, No. 1, pp.107-130, 2018. https://doi.org/10.37918/kce.2018.05.110.107
  9. Y. Kim, "Expansion of Participation in Economic Activities for Disabled Women Who doesn't Participate in Economic Activity: Implications from Focus Group Interviews", Journal of Vocational Rehabilitation Vol. 29, No. 1, pp. 41 - 60, 2019. DOI: https:/doi.org/10.2426/jvr.2019.4.29.1.41
  10. S. J. Jung, "The Influence of Economic Activity Participation on Depression among Older Adults : Focusing on Moderating Effects of Income and Subjective class consciousness", Korean Journal of Gerontological Social Welfare, Vol. 74, No. 1, pp.115-139, 2019. https://doi.org/10.21194/KJGSW.74.1.201903.115
  11. S. H. Chung and A. N. Lim, "A Study on the Evolution of Service Policy: By the Path Dependence and Evolution", International Journal of Advanced Smart Convergency", Vol. 9, No.1, pp. 47-53, 2020. DOI: http://dx.doi.org/10.7236/IJASC.2020.9.1.47
  12. Kim, J-M and V. R, "The Relationship between Sleep Disorders, Job Satisfaction, Practicing Health Promoting Behavior, Quality of Life and turnover intention of Shift Nurses and Non-shift Nurses", International Journal of Advanced Smart Convergency", Vol. 8, No.4, pp. 58-67, 2019. DOI: http://dx.doi.org/10.7236/IJASC.2019.8.4.58