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The Effects Of Weather On Investor Behavior: A Study On Individual Turkish Stock Market Investors

Year 2014, Volume: 3 Issue: 2, 191 - 206, 01.06.2014

Abstract

This study aimed at revealing the effects of weather on the investment behaviors of individual investors transacting at BIST (Borsa Istanbul) in the 2009-2011 period, and determining whether the socio-economic and demographic characteristics of investors created any significant difference in those effects. Unlike other studies conducted on this subject, the present study employed real stock purchase and sales data belonging to investors. The analyses conducted demonstrated that the level of cloudiness and temperature were influential on investor behaviors, and the socioeconomic and demographic characteristics of investors created certain differences in those effects. The number of sunny days, the number of overcast days, and sunshine duration were seen to have no effect on investor behaviors.

References

  •  Allen, A. M. and Fisher, G. J. (1978), Ambient Temperature Effects on Paired Associate Learning, Ergonomics 21, 2, pp. 95-101.
  •  Bell, P. A. (1981), Physiological Comfort, Performance And Social Effects Oh Heat Stress, Journal of Social Issues, 37, pp. 71-94.
  •  Bell, P. A. and Baron, R. A. (1976), Aggression And Heat: The Mediating Role of Negative Affect, Journal of Applied Social Psychology, 6, pp. 18-30.
  •  Bell, P. A., Greene, T. C., Fisher, J. D. & Baum, A. (2003), Environmental psychology, Publisher Belmont, Wadsworth.
  •  Cao, M. and Wei, J. (2005), Stock Market Returns: A Note on Temperature Anomaly, Journal of Banking and Finance, 29, pp. 1559-73.
  •  Chang, S. C., Chen, S. S., Chou, R. K. & Lin, Y. H. (2008), Weather and Intraday Patterns in Stock Returns and Trading Activity, Journal of Banking and Finance, 32, pp. 1754-1766.
  •  Chang, T., Nieh, C.C., Yang, M. J. & Yang, T. (2006), Are Stock Market Returns Related to the Weather Effects? Empirical Evidence From Taiwan, Physica A, 364, pp. 343-354.
  •  Cunningham, M. R. (1979), Weather, Mood, And Helping Behavior: Quasi Experiments With The Sunshine Samaritan, Journal of Personality and Social Behavior, 37, pp. 1947-56.
  •  Dowling, M. and Lucey, B. M. (2005), Weather, Biorhythms, Beliefs and Stock Returns: Some Preliminary Irish Evidence, International Review of Financial Analysis, 14, pp. 337-355.
  •  Hirshleifer, D. and Shumway, T. (2003), Good Day Sunshine: Stock Returns and The Weather, Journal of Finance, 58, pp. 1009-32,  Howarth, E. and Hoffman, M. S. (1984), A Multidimensional Approach to the Relationship Between Mood and Weather, British Journal of Psychology, 75, pp. 15 Kamstra, M. J., Kramer, L. A. & Levi, M. D. (2003), Winter Blues: A Sad Stock Market Cycle, American Economic Review, 93, pp. 324-343.
  •  Keef, P. and Roush, M. L. (2007), Daily Weather Effects on the Returns of Australian Stock Indices, Applied Financial Economics, 17, pp. 173-184.
  •  Lockard, J. S., McDonald, L. L., Clifford, D. A. & Martinez, R. (1976), Panhandling: Sharing of Resources, Science, 191, pp. 406-408.
  •  Loewenstein, G. (2000), Emotions in Economic Theory and Economic Behavior, American Economic Review, 65, pp. 426-432.
  •  Loewenstein, G., Weber, E. U., Hsee, C. K., & Welch, N. (2001), Risk As Feelings, Psychological Bulletin, 127, pp. 267-286.
  •  McAndrew, F. T. (1993), Environmental Psychology, A Division of International Thompson Publishing Inc, Brooks/Cole.
  •  Pardo, A. and Valor, E. (2003), Spanish Stock Returns: Where is the Weather Effect, European Financial Management, 9, pp. 117-126.
  •  Rind, B. (1996), Effects of Beliefs About Weather Conditions on Tipping, Journal of Applied Social Psychology, 26, pp. 137-147.
  •  Saunders, E. M. (1993), Stock Prices and Wall Street Weather, American Economic Review, 83, pp. 1337-45.
  •  Schwarz, N. (1990), Feelings as information. Informational and motivational functions of affective states, in R. Sorentino, and E. T. Higgins, eds.: Handbook of Motivation and Cognition (Guilford Press, New York).
  •  Tufan, E. and Hamarat, B. (2004), Do Cloudy Days Affect Stock Exchange Returns: Evidence From The Istanbul Stock Exchange, Journal of Naval Science and Engineering, 2, pp. 117-126.
  •  Watson, D. (200), Situational and environmental influence on mood. In: Mood and Temperament. (Guilford Press, New York).  Wright, W. F. and Bower, G. H. (1992), Mood Effects on Subjective Probability Assessment, Organizational Behavior and Human Decision Process, 52, pp. 2762  Wyndham, H. C. (1969), Adaptation to Heat And Cold, Environmental Research, 2, pp. 442-469.  Yoon, M. S. and Kang, S. H. (2009), Weather Effects On Returns: Evidence From The Korean Stock Market., Physica A, 388, pp. 682-690.
  • Appendix 1. Seasonal Averages of Weather Variables by Geographic Region SD OD CD MSD AT 1(F. S.) 7,38 4,96 18,2 115,4 12,6 1(S.) 15,6 3,4 13,4 232,8 24,2 1(L. S.) 10,17 3,68 16,6 112 15,8 1(W.) 5,51 6,94 18,54 54,7 7,8 2(F. S.) 9,74 3,33 18,6 211,2 15,08 2(S.) 23,9 1 7,6 328 27,6 2(L. S.) 16,8 1,58 12,4 218,5 18,3 2(W.) 6,36 4,58 19,3 105,1 9,05 3(F. S.) 7,68 1,79 21,9 231,9 17,2 3(S.) 18,6 1 12,2 319 28,08 3(L. S.) 16,02 2,84 13,5 231,4 21,6 3(W.) 6,47 4,59 19,4 128,4 11,7 4(F. S.) 4,86 7,95 17,9 138,4 11,6 4(S.) 8,8 3,47 19,6 241,8 23,4 4(L. S.) 7,2 6,61 17,1 137,3 16,04 4(W.) 4,11 9,9 16,6 57,7 7,8 5(F. S.) 6,71 3,28 19,9 209,3 15,1 5(S.) 16,7 1,26 13,4 327,9 19,6 5(L. S.) 14,3 4,3 13,6 211,8 10,1 5(W.) 4,22 7,96 17,5 101,3 5,87 6(F. S.) 6,9 5 20,8 180 5,1 6(S.) 17,7 1 13,3 300,4 17,5 6(L. S.) 15,1 2,6 13,6 153,2 7,31 6(W.) 7,2 5,8 15,9 66,7 -5,77 7(F. S.) 7,7 3,8 19,6 205 15,6 7(S.) 23,5 1 7,47 336 31,2 7(L. S.) 17 2,85 12,1 212 19,5 7(W.) 8,52 7 14,2 122,7 6,56 1: Marmara Region, 2: Aegean Region, 3:Mediterranean Region, 4: Blacksea Region, 5: Central Anatolia Region, 6: East Anatolia Region, 7: Southeastern Anatolia Region; SD: sunny days, OD: overcast days, CD: cloudy days, MSD: monthly sunshine duration, AT: average temperature, F.S.:first spring, S.: summer, L.S.: last spring, W.: winter.
Year 2014, Volume: 3 Issue: 2, 191 - 206, 01.06.2014

Abstract

References

  •  Allen, A. M. and Fisher, G. J. (1978), Ambient Temperature Effects on Paired Associate Learning, Ergonomics 21, 2, pp. 95-101.
  •  Bell, P. A. (1981), Physiological Comfort, Performance And Social Effects Oh Heat Stress, Journal of Social Issues, 37, pp. 71-94.
  •  Bell, P. A. and Baron, R. A. (1976), Aggression And Heat: The Mediating Role of Negative Affect, Journal of Applied Social Psychology, 6, pp. 18-30.
  •  Bell, P. A., Greene, T. C., Fisher, J. D. & Baum, A. (2003), Environmental psychology, Publisher Belmont, Wadsworth.
  •  Cao, M. and Wei, J. (2005), Stock Market Returns: A Note on Temperature Anomaly, Journal of Banking and Finance, 29, pp. 1559-73.
  •  Chang, S. C., Chen, S. S., Chou, R. K. & Lin, Y. H. (2008), Weather and Intraday Patterns in Stock Returns and Trading Activity, Journal of Banking and Finance, 32, pp. 1754-1766.
  •  Chang, T., Nieh, C.C., Yang, M. J. & Yang, T. (2006), Are Stock Market Returns Related to the Weather Effects? Empirical Evidence From Taiwan, Physica A, 364, pp. 343-354.
  •  Cunningham, M. R. (1979), Weather, Mood, And Helping Behavior: Quasi Experiments With The Sunshine Samaritan, Journal of Personality and Social Behavior, 37, pp. 1947-56.
  •  Dowling, M. and Lucey, B. M. (2005), Weather, Biorhythms, Beliefs and Stock Returns: Some Preliminary Irish Evidence, International Review of Financial Analysis, 14, pp. 337-355.
  •  Hirshleifer, D. and Shumway, T. (2003), Good Day Sunshine: Stock Returns and The Weather, Journal of Finance, 58, pp. 1009-32,  Howarth, E. and Hoffman, M. S. (1984), A Multidimensional Approach to the Relationship Between Mood and Weather, British Journal of Psychology, 75, pp. 15 Kamstra, M. J., Kramer, L. A. & Levi, M. D. (2003), Winter Blues: A Sad Stock Market Cycle, American Economic Review, 93, pp. 324-343.
  •  Keef, P. and Roush, M. L. (2007), Daily Weather Effects on the Returns of Australian Stock Indices, Applied Financial Economics, 17, pp. 173-184.
  •  Lockard, J. S., McDonald, L. L., Clifford, D. A. & Martinez, R. (1976), Panhandling: Sharing of Resources, Science, 191, pp. 406-408.
  •  Loewenstein, G. (2000), Emotions in Economic Theory and Economic Behavior, American Economic Review, 65, pp. 426-432.
  •  Loewenstein, G., Weber, E. U., Hsee, C. K., & Welch, N. (2001), Risk As Feelings, Psychological Bulletin, 127, pp. 267-286.
  •  McAndrew, F. T. (1993), Environmental Psychology, A Division of International Thompson Publishing Inc, Brooks/Cole.
  •  Pardo, A. and Valor, E. (2003), Spanish Stock Returns: Where is the Weather Effect, European Financial Management, 9, pp. 117-126.
  •  Rind, B. (1996), Effects of Beliefs About Weather Conditions on Tipping, Journal of Applied Social Psychology, 26, pp. 137-147.
  •  Saunders, E. M. (1993), Stock Prices and Wall Street Weather, American Economic Review, 83, pp. 1337-45.
  •  Schwarz, N. (1990), Feelings as information. Informational and motivational functions of affective states, in R. Sorentino, and E. T. Higgins, eds.: Handbook of Motivation and Cognition (Guilford Press, New York).
  •  Tufan, E. and Hamarat, B. (2004), Do Cloudy Days Affect Stock Exchange Returns: Evidence From The Istanbul Stock Exchange, Journal of Naval Science and Engineering, 2, pp. 117-126.
  •  Watson, D. (200), Situational and environmental influence on mood. In: Mood and Temperament. (Guilford Press, New York).  Wright, W. F. and Bower, G. H. (1992), Mood Effects on Subjective Probability Assessment, Organizational Behavior and Human Decision Process, 52, pp. 2762  Wyndham, H. C. (1969), Adaptation to Heat And Cold, Environmental Research, 2, pp. 442-469.  Yoon, M. S. and Kang, S. H. (2009), Weather Effects On Returns: Evidence From The Korean Stock Market., Physica A, 388, pp. 682-690.
  • Appendix 1. Seasonal Averages of Weather Variables by Geographic Region SD OD CD MSD AT 1(F. S.) 7,38 4,96 18,2 115,4 12,6 1(S.) 15,6 3,4 13,4 232,8 24,2 1(L. S.) 10,17 3,68 16,6 112 15,8 1(W.) 5,51 6,94 18,54 54,7 7,8 2(F. S.) 9,74 3,33 18,6 211,2 15,08 2(S.) 23,9 1 7,6 328 27,6 2(L. S.) 16,8 1,58 12,4 218,5 18,3 2(W.) 6,36 4,58 19,3 105,1 9,05 3(F. S.) 7,68 1,79 21,9 231,9 17,2 3(S.) 18,6 1 12,2 319 28,08 3(L. S.) 16,02 2,84 13,5 231,4 21,6 3(W.) 6,47 4,59 19,4 128,4 11,7 4(F. S.) 4,86 7,95 17,9 138,4 11,6 4(S.) 8,8 3,47 19,6 241,8 23,4 4(L. S.) 7,2 6,61 17,1 137,3 16,04 4(W.) 4,11 9,9 16,6 57,7 7,8 5(F. S.) 6,71 3,28 19,9 209,3 15,1 5(S.) 16,7 1,26 13,4 327,9 19,6 5(L. S.) 14,3 4,3 13,6 211,8 10,1 5(W.) 4,22 7,96 17,5 101,3 5,87 6(F. S.) 6,9 5 20,8 180 5,1 6(S.) 17,7 1 13,3 300,4 17,5 6(L. S.) 15,1 2,6 13,6 153,2 7,31 6(W.) 7,2 5,8 15,9 66,7 -5,77 7(F. S.) 7,7 3,8 19,6 205 15,6 7(S.) 23,5 1 7,47 336 31,2 7(L. S.) 17 2,85 12,1 212 19,5 7(W.) 8,52 7 14,2 122,7 6,56 1: Marmara Region, 2: Aegean Region, 3:Mediterranean Region, 4: Blacksea Region, 5: Central Anatolia Region, 6: East Anatolia Region, 7: Southeastern Anatolia Region; SD: sunny days, OD: overcast days, CD: cloudy days, MSD: monthly sunshine duration, AT: average temperature, F.S.:first spring, S.: summer, L.S.: last spring, W.: winter.
There are 22 citations in total.

Details

Journal Section Articles
Authors

Süleyman İç This is me

M. Burak Kahyaoğlu This is me

Devlet Odabaş This is me

Publication Date June 1, 2014
Published in Issue Year 2014 Volume: 3 Issue: 2

Cite

APA İç, S., Kahyaoğlu, M. B., & Odabaş, D. (2014). The Effects Of Weather On Investor Behavior: A Study On Individual Turkish Stock Market Investors. Journal of Business Economics and Finance, 3(2), 191-206.

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