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Korean Journal of Psychology: General

Happiness Map of Korea: Regional Difference in Happiness in Korea Using Social Media

Korean Journal of Psychology: General / Korean Journal of Psychology: General, (P)1229-067X; (E)2734-1127
2019, v.38 no.4, pp.647-667
https://doi.org/10.22257/kjp.2019.12.38.4.647
Eunsoo Choi (Korea University)
Incheol Choi (Seoul National University)
Jongan Choi (Kangwon National University)

Abstract

In recent years, there has been an increase in happiness research, many of which focused on the psychological variables that are associated with happiness. However, there is a dearth of research conducted in Korea that focused on ecological factors to explain happiness. In light of this background, the present study considered region as an important factor that predicts individual differences in happiness and investigated the level of happiness in 17 regions in Korea. We used the data collected by social media from 1,039,426 respondents, which amounted to 2,261,667 responses in total. The large size of the present data allowed us to overcome the limitation of previous studies. Moreover, the "Annyeong Index" used in the current data encompassed multiple aspects of happiness that complement the happiness measure used in previous studies. Considering the multi-level structure of the data, we used hierarchical linear modeling and found that the level of happiness differed by 17 regions in Korea.

keywords
Korea, region, happiness, social media
Submission Date
2019-07-15
Revised Date
2019-10-07
Accepted Date
2019-11-19

Reference

1.

한민, 최인철, 김범준, 이훈진, 김진형 (2012). 한국인의 마음지도 Ⅰ: 한국 대학생의 정서, 사고방식, 가치관. 한국심리학회지: 일반, 31(2), 435-464.

2.

허청라, 구재선, 서은국 (2014). 기본적 욕구충족 이후의 행복: 사회적 욕구의 중요성. 한국심리학회지: 사회 및 성격, 28(2), 59-78.

3.

Biswas-Diener, R., & Diener, E. D. (2006). The subjective well-being of the homeless, and lessons for happiness. Social Indicators Research, 76(2), 185-205.

4.

Choi, E., Kim, Y. Y., & Uchida, Y. (2016). The folk psychology of happiness in Korea. 한국심리학회지: 문화 및 사회문제, 22(2), 165-182.

5.

Cohen, J., Cohen, P.,West, S. G., & Aiken, L. S. (2003). Applied multiple regression/correlation analysis for the behavioral sciences (3rd ed.). Mahwah, NJ: Erlbaum.

6.

Deci, E. L., & Ryan, R. M. (2008). Hedonia, eudaimonia, and well-being: An introduction. Journal of Happiness Studies, 9(1), 1-11.

7.

Diener, E. (1984). Subjective well-being. Psychological Bulletin, 95(3), 542-575.

8.

Diener, E. (2000). Subjective well-being: The science of happiness and a proposal for a national index. American Psychologist, 55(1), 34-43.

9.

Diener, E., & Lucas, R. E. (2000). Subjective emotional well-being. Handbook of Emotions, 2, 325-337.

10.

Diener, E., & Suh, E. (1999). National differences in subjective well-being. In D. Kahneman, E. Diener, & N. Schwarz (Eds.), Well-being: The foundations of hedonic psychology (pp. 434-450). New York: Russell Sage Foundation.

11.

Diener, E., Diener, M., & Diener, C. (2009). Factors predicting the subjective well-being of nations. In Culture and well-being (pp. 43-70). Springer, Dordrecht.

12.

Diener, E., Heintzelman, S. J., Kushlev, K., Tay, L., Wirtz, D., Lutes, L. D., & Oishi, S. (2017). Findings all psychologists should know from the new science on subjective well-being. Canadian Psychology/psychologie canadienne, 58(2), 87-104.

13.

Diener, E., Kahneman, D., Tov, W., & Arora, R. (2009). Income’s association with judgments of life versus feelings. In E. Diener, D. Kahneman, & J. F. Helliwell (Eds.), International differences in well-being (pp. 3-15). Oxford, United Kingdom: Oxford University Press.

14.

Diener, E., Oishi, S., & Lucas, R. E. (2003). Personality, culture, and subjective well-being:Emotional and cognitive evaluations of life. Annual Review of Psychology, 54(1), 403-425.

15.

Diener, E., Seligman, M. E., Choi, H., & Oishi, S. (2018). Happiest people revisited. Perspectives on Psychological Science, 13(2), 176-184.

16.

Diener, E., Suh, E. M., Lucas, R. E., & Smith, H. L. (1999). Subjective well-being: Three decades of progress. Psychological Bulletin, 125(2), 276-302.

17.

Harrington, J. R., & Gelfand, M. J. (2014). Tightness-looseness across the 50 united states. Proceedings of the National Academy of Sciences, 111(22), 7990-7995.

18.

Helliwell, J. F., Huang, H., & Wang, S. (2014). Social capital and well-being in times of crisis. Journal of Happiness Studies, 15(1), 145-162.

19.

Helliwell, J., Huang, H., Wang, S., & Shiplett, H. (2018). International migration and world happiness. In J. Helliwell, R. Layard, & J. Sachs (Eds.), World happiness report 2018(p33-44). New York: United Nations Sustainable Development Solutions Network.

20.

Hofstede, G. (2001). Culture's consequences: Comparing values, behaviors, institutions and organizations across nations. Thousand Oaks, CA: Sage

21.

Jokela, M., Bleidorn, W., Lamb, M. E., Gosling, S. D., & Rentfrow, P. J. (2015). Geographically varying associations between personality and life satisfaction in the London metropolitan area. Proceedings of the National Academy of Sciences, 112(3), 725-730.

22.

Lawless, N. M., & Lucas, R. E. (2011). Predictors of regional well-being: A county level analysis. Social Indicators Research, 101(3), 341-357.

23.

MacKerron, G., & Mourato, S. (2013). Happiness is greater in natural environments. Global Environmental Change, 23(5), 992-1000.

24.

Oishi, S., Graham, J., Kesebir, S., & Galinha, I. C. (2013). Concepts of happiness across time and cultures. Personality and Social Psychology Bulletin, 39(5), 559-577.

25.

Oishi, S., Kesebir, S., & Diener, E. (2011). Income inequality and happiness. Psychological Science, 22(9), 1095-1100.

26.

Ostroot, N. M., & Snyder, W. W. (1985). Measuring cultural bias in a cross-national study. Social Indicators Research, 17(3), 243-251.

27.

Ouweneel, P., & Veenhoven, R. (1991). Cross national differences in happiness: Cultural bias or societal quality? In N. Bleichrodt & P. J. Drenth (Eds.), Contemporary issues in crosscultural psychology(pp 168-184). Amsterdam:Swets & Zeitlinger.

28.

Plaut, V. C., Markus, H. R., & Lachman, M. E. (2002). Place matters: Consensual features and regional variation in American well-being and self. Journal of Personality and Social Psychology, 83(1), 160-184.

29.

Rasbash, J., Charlton, C., Browne, W. J., Healy, M., & Cameron, B. (2009). MLwiN Version 2.1. Bristol, England: Centre for multilevel modelling, University of Bristol.

30.

Rentfrow, P. J. (2019). Geographical psychology. Current Opinion in Psychology. Advance online publication. doi:10.1016/j.copsyc.2019.09.009

31.

Rentfrow, P. J., & Jokela, M. (2016). Geographical psychology: The spatial organization of psychological phenomena. Current Directions in Psychological Science, 25(6), 393-398.

32.

Rentfrow, P. J., Mellander, C., & Florida, R. (2009). Happy states of America: A state-level analysis of psychological, economic, and social well-being. Journal of Research in Personality, 43(6), 1073-1082.

33.

Seresinhe, C. I., Preis, T., MacKerron, G., & Moat, H. S. (2019). Happiness is greater in more scenic locations. Scientific Reports, 9(1), 4498.

34.

Stanca, L. (2010). The geography of economics and happiness: Spatial patterns in the effects of economic conditions on well-being. Social Indicators Research, 99(1), 115-133.

35.

Stevenson, B., & Wolfers, J. (2008). Economic growth and subjective well-being: reassessing the Easterlin paradox (No. w14282). National Bureau of Economic Research.

36.

Tay, L., Herian, M. N., & Diener, E. (2014). Detrimental effects of corruption and subjective well-being: Whether, how, and when. Social Psychological and Personality Science, 5(7), 751-759.

37.

Vandello, J. A., & Cohen, D. (1999). Patterns of individualism and collectivism across the United States. Journal of personality and social psychology, 77(2), 279-292.

38.

Veenhoven, R. (2012). Cross-national differences in happiness: Cultural measurement bias or effect of culture?. International Journal of Wellbeing, 2(4), 333-353.

39.

Wierzbicka, A. (1999). Emotions across languages and cultures: Diversity and universals. Cambridge, England: Cambridge University Press.

40.

Wierzbicka, A. (2004). ‘Happiness’ in cross-linguistic & cross-cultural perspective. Daedalus, 133(2), 34-43.

41.

Yamawaki, N. (2012). Within-culture variations of collectivism in Japan. Journal of Cross-Cultural Psychology, 43(8), 1191-1204.

Korean Journal of Psychology: General