Effect of weather on stock market: A literature review and research agenda

References

• Allen, M. A., & Fischer, G. J. (1978). Ambient temperature effects on paired associate learning. Ergonomics, 21(2), 95–20.
   Web of Science ®Google Scholar
• Andrikopoulos, A., Wang, C., & Zheng, M. (2019). Is there still a weather anomaly? An investigation of stock and foreign exchange markets. Finance Research Letters, 30, 51–59. https://doi.org/10.1016/j.frl.2019.03.026
   Web of Science ®Google Scholar
• Apergis, N., Gabrielsen, A., & Smales, L. A. (2016). (Unusual) weather and stock returns—I am not in the mood for mood: Further evidence from international markets. Financial Markets and Portfolio Management, 30(1), 63–94. https://doi.org/10.1007/s11408-016-0262-z
   Web of Science ®Google Scholar
• Apergis, N., & Gupta, R. (2017). Can (unusual) weather conditions in New York predict South African stock returns? Research in International Business and Finance, 41, 377–386. https://doi.org/10.1016/j.ribaf.2017.04.052
   Web of Science ®Google Scholar
• Bakar, S., & Sapuin, N. M. (2017). Are Stock Market Returns Related to the Weather Effects Factors? Empirical Evidence from Malaysia. Terengganu International Finance and Economics Journal (TIFEJ), 2(2), 54–62.
   Google Scholar
• Baron, R. A., & Bell, P. A. (1976). Aggression and heat: The influence of ambient temperature, negative affect, and a cooling drink on physical aggression. Journal of personality and social psychology, 33(3), 245
   PubMed Web of Science ®Google Scholar
• Białkowski, J., Etebari, A., & Wisniewski, T. P. (2012). Fast profits: Investor sentiment and stock returns during Ramadan. Journal of Banking & Finance, 36(3), 835–845
   Web of Science ®Google Scholar
• Brahmana, R. K., Hooy, C. W., & Ahmad, Z. (2015). Does tropical weather condition affect investor behaviour? Case of Indonesian stock market. Global Business and Economics Review, 17(2), 188–202. https://doi.org/10.1504/GBER.2015.068566
   Google Scholar
• Brahmana, R. K., Hooy, C. W., & Annim, S. (2014). The role of weather on investors’ monday irrationality: Insights from Malaysia. Contemporary Economics, 8(2), 175–190. https://doi.org/10.5709/ce.1897-9254.139
   Google Scholar
• Brahmana, R. K., Hooy, C.-W., & Ahmad, Z. (2012). Weather, investor irrationality and day-of-the-week anomaly: Case of Indonesia. Journal of Bioeconomics, 14(2), 129–146. https://doi.org/10.1007/s10818-011-9107-z
   Google Scholar
• Cao, G., & Han, Y. (2015). Does the weather affect the Chinese stock markets? Evidence from the analysis of DCCA cross-correlation coefficient. International Journal of Modern Physics B, 29(1), 1450236. https://doi.org/10.1142/S0217979214502361
   Web of Science ®Google Scholar
• Cao, G., Xu, W., & Guo, Y. (2015). Effects of climatic events on the Chinese stock market: Applying event analysis. Natural Hazards, 77(3), 1979–1992. https://doi.org/10.1007/s11069-015-1687-9
   Web of Science ®Google Scholar
• Cao, M., & Wei, J. (2005). Stock market returns: A note on temperature anomaly. Journal of Banking & Finance, 29(6), 1559–1573. https://doi.org/10.1016/j.jbankfin.2004.06.028
   Web of Science ®Google Scholar
• Chang, E. K., Guo, Y., & Xia, X. (2012). CMIP5 multimodel ensemble projection of storm track change under global warming. Journal of Geophysical Research: Atmospheres, 117(D23)
   Web of Science ®Google Scholar
• Chang, S. J., Hsueh, T. J., Chen, I. C., & Huang, B. R. (2008). Highly sensitive ZnO nanowire CO sensors with the adsorption of Au nanoparticles. Nanotechnology, 19(17), 175502
   PubMed Web of Science ®Google Scholar
• Chang, T., Nieh, -C.-C., Yang, M. J., & Yang, T.-Y. (2006). Are stock market returns related to the weather effects? Empirical evidence from Taiwan. Physica A: Statistical Mechanics and Its Applications, 364, 343–354. https://doi.org/10.1016/j.physa.2005.09.040
   Web of Science ®Google Scholar
• Coren, S. (1996). Daylight savings time and traffic accidents. New England Journal of Medicine, 334(14), 924–925
   PubMed Web of Science ®Google Scholar
• Cunningham, M. R. (1979). Weather, mood, and helping behavior: Quasi experiments with the sunshine samaritan. Journal of personality and social psychology, 37(11), 1947
   Web of Science ®Google Scholar
• Daniel, T. C., Sharpley, A. N., & Lemunyon, J. L. (1998). Agricultural phosphorus and eutrophication: A symposium overview. https://doi.org/10.2134/jeq1998.00472425002700020002x
   Google Scholar
• Daniel, T. C., Sharpley, A. N., & Lemunyon, J. L. (1998). Agricultural phosphorus and eutrophication: A symposium overview
   Google Scholar
• Denissen, J. J., Butalid, L., Penke, L., & Van Aken, M. A. (2008). The effects of weather on daily mood: a multilevel approach. Emotion, 8(5), 662
   Google Scholar
• Dowling, M., & Lucey, B. M. (2005). Weather, biorhythms, beliefs and stock returns—Some preliminary Irish evidence. International Review of Financial Analysis, 14(3), 337–355. https://doi.org/10.1016/j.irfa.2004.10.003
   Google Scholar
• Edmans, A., Garcia, D., & Norli, Ø. (2007). Sports sentiment and stock returns. The Journal of finance, 62(4), 1967–1998
   Web of Science ®Google Scholar
• Fabozzi, F. J., & Ma, C. K. (1995). Predicting intraday price reversals. Journal of Portfolio Management, 21(2), 42–53
   Web of Science ®Google Scholar
• Floros, C. (2008). Stock market returns and the temperature effect: New evidence from Europe. Applied Financial Economics Letters, 4(6), 461–467. https://doi.org/10.1080/17446540801998585
   Google Scholar
• Floros, C. (2011). On the relationship between weather and stock market returns. Studies in Economics and Finance, 28(1), 5–13. https://doi.org/10.1108/10867371111110525
   Google Scholar
• Forgas, J. P., Goldenberg, L., & Unkelbach, C. (2009). Can bad weather improve your memory? An unobtrusive field study of natural mood effects on real-life memory. Journal of Experimental Social Psychology, 45(1), 254–257
   Web of Science ®Google Scholar
• Frühwirth, M., & Sögner, L. (2015). Weather and SAD related mood effects on the financial market. The Quarterly Review of Economics and Finance, 57, 11–31. https://doi.org/10.1016/j.qref.2015.02.003
   Web of Science ®Google Scholar
• Goetzmann, W. N., & Zhu, N. (2005). Rain or shine: Where is the weather effect? European Financial Management, 11(5), 559–578. https://doi.org/10.1111/j.1354-7798.2005.00298.x
   Web of Science ®Google Scholar
• Goodfellow, C., Schiereck, D., & Verrier, T. (2010). Does screen trading weather the weather? A note on cloudy skies, liquidity, and computerized stock markets. International Review of Financial Analysis, 19(2), 77–80. https://doi.org/10.1016/j.irfa.2010.01.009
   Google Scholar
• Hirshleifer, D. (2001). Investor psychology and asset pricing. The journal of Finance, 56(4), 1533-1597.
   Google Scholar
• Hirshleifer, D., & Shumway, T. (2003). Good day sunshine: Stock returns and the weather. The Journal of Finance, 58(3), 1009–1032
   Web of Science ®Google Scholar
• Isen, A. M. (1993). Positive affect and decision making. In LewisM. & HavilandJ. M. (Eds.), Handbook of emotions (pp. 261–277). The Guilford Press
   Google Scholar
• Jintranun, J., Sriboonchitta, S., Calkins, P., & Chaiboonsri, C. (2011). Thailand’s international tourism demand: Seasonal panel unit roots and the related cointegration model. Review of Economics and Finance, 1, 63–76
   Google Scholar
• Kamstra, M. J., Kramer, L. A., & Levi, M. D. (2003). Winter blues: A SAD stock market cycle. American Economic Review, 93(1), 324–343
   Web of Science ®Google Scholar
• Kang, S. H., Jiang, Z., Lee, Y., & Yoon, S. M. (2010). Weather effects on the returns and volatility of the Shanghai stock market. Physica A: Statistical Mechanics and Its Applications, 389(1), 91–99. https://doi.org/10.1016/j.physa.2009.09.010
   Web of Science ®Google Scholar
• Kaplanski, G., & Levy, H. (2010). Sentiment and stock prices: The case of aviation disasters. Journal of Financial Economics, 95(2), 174–201
   Web of Science ®Google Scholar
• Kathiravan, C., Raja, M., & Chinnadorai, K. M. (2018). Stock market returns and the weather effect in Sri Lanka. SMART Journal of Business Management Studies, 14(2), 78–85. https://doi.org/10.5958/2321-2012.2018.00019.2
   Web of Science ®Google Scholar
• Kathiravan, C., Selvam, M., Kannaiah, D., Lingaraja, K., & Thanikachalam, V. (2019). On the relationship between weather and Agricultural Commodity Index in India: A study with reference to Dhaanya of NCDEX. Quality & Quantity, 53(2), 667–683. https://doi.org/10.1007/s11135-018-0782-x
   Google Scholar
• Kathiravan, C., Selvam, M., Venkateswar, S., & Balakrishnan, S. (2019). Investor behavior and weather factors: Evidences from Asian region. Annals of Operations Research, 1–25.
   Web of Science ®Google Scholar
• Kathiravan, C., Selvam, M., Venkateswar, S., Lingaraja, K., & Oli, S. M. (2017). Effect of temperature on stock market indices: A study on BSE and NSE in India. International Journal of Economic Research, 14(18), 171–181
   Google Scholar
• Kathiravan, C., Selvam, M., Venkateswar, S., Lingaraja, K., Vasani, S. A., & Kannaiah, D. (2018). An empirical investigation of the inter-linkages of stock returns and the weather at the Indian stock exchange. Academy of Strategic Management Journal, 17(1), 1–14
   Google Scholar
• Kaustia, M., & Rantapuska, E. (2016). Does mood affect trading behavior? Journal of Financial Markets, 29, 1–26. https://doi.org/10.1016/j.finmar.2015.08.001
   Web of Science ®Google Scholar
• Keef, S. P., & Roush, M. L. (2002). The weather and stock returns in New Zealand. Quarterly Journal of Business and Economics, 41(1-3), 61–79.
   Google Scholar
• Keef, S. P., & Roush, M. L. (2005). Influence of weather on New Zealand financial securities. Accounting & Finance, 45(3), 415–437. https://doi.org/10.1111/j.1467-629x.2004.00135.x
   Google Scholar
• Khanthavit, A. (2019). Weather, investor sentiment, and stock returns in the Stock Exchange of Thailand. ABAC Journal, 39, 1.
   Google Scholar
• Khanthavit, A. (2019). Weather, investor sentiment, and stock returns in the Stock Exchange of Thailand. ABAC Journal, 39(1)
   Google Scholar
• Krämer, W., & Runde, R. (1997). Stocks and the weather: An exercise in data mining or yet another capital market anomaly? Empirical Economics, 22(4), 637–641. https://doi.org/10.1007/BF01205784
   Google Scholar
• Lee, Y.-M., & Wang, K.-M. (2011). The effectiveness of the sunshine effect in Taiwan’s stock market before and after the 1997 financial crisis. Economic Modelling, 28(1–2), 710–727. https://doi.org/10.1016/j.econmod.2010.05.008
   Web of Science ®Google Scholar
• Leger, D. (1994). The cost of sleep-related accidents: a report for the National Commission on Sleep Disorders Research. Sleep, 17(1), 84–93
   PubMed Web of Science ®Google Scholar
• Levy, O., & Galili, I. (2008). Stock purchase and the weather: Individual differences. Journal of Economic Behavior & Organization, 67(3–4), 755–767. https://doi.org/10.1016/j.jebo.2005.05.014
   Web of Science ®Google Scholar
• Li, Q., Cao, G., & Xu, W. (2018). Relationship research between meteorological disasters and stock markets based on a multifractal detrending moving average algorithm. International Journal of Modern Physics B, 32(1), 1750267. https://doi.org/10.1142/S0217979217502678
   Web of Science ®Google Scholar
• Loughran, T., & Schultz, P. (2004). Weather, stock returns, and the impact of localized trading behavior. Journal of Financial and Quantitative Analysis, 39(2), 343–364
   Web of Science ®Google Scholar
• Lu, J., & Chou, R. K. (2012). Does the weather have impacts on returns and trading activities in order-driven stock markets? Evidence from China. Journal of Empirical Finance, 19(1), 79–93. https://doi.org/10.1016/j.jempfin.2011.10.001
   Web of Science ®Google Scholar
• Lucey, B. M., & Dowling, M. (2005). The role of feelings in investor decision‐making. Journal of economic surveys, 19(2), 211–237
   Web of Science ®Google Scholar
• Markowitz, H. (1952). The utility of wealth. Journal of political Economy, 60(2), 151–158
   Web of Science ®Google Scholar
• Munusamy, D. (2019). Does Ramadan influence the returns and volatility? Evidence from Shariah index in India. Journal of Islamic Accounting and Business Research, 10(4), 565–579. https://doi.org/10.1108/JIABR-03-2016-0025
   Web of Science ®Google Scholar
• Pardo, A., & Valor, E. (2003). Spanish stock returns: Where is the weather effect? European Financial Management, 9(1), 117–126. https://doi.org/10.1111/1468-036X.00210
   Google Scholar
• Petersen, W. F., & Milliken, M. E. (1937). The patient and the weather. Nature 139, 90–91 (1937). https://doi.org/10.1038/139090a0
   Google Scholar
• Roll, R. (1992). Industrial structure and the comparative behavior of international stock market indices. The Journal of Finance, 47(1), 3–41
   Web of Science ®Google Scholar
• Sariannidis, N., Giannarakis, G., & Partalidou, X. (2016). The effect of weather on the European stock market: The case of Dow Jones Sustainability Europe Index. International Journal of Social Economics, 43(9), 943–958. https://doi.org/10.1108/IJSE-04-2015-0079
   Web of Science ®Google Scholar
• Saunders, E. M. (1993). Stock prices and Wall Street weather. The American Economic Review, 83(5), 1337–1345. https://www.jstor.org/stable/2117565
   Web of Science ®Google Scholar
• Schwarz, N., & Clore, G. L. (1983). Mood, misattribution, and judgments of well-being: informative and directive functions of affective states. Journal of personality and social psychology, 45(3), 513
   Web of Science ®Google Scholar
• Shahzad, F. (2019). Does weather influence investor behavior, stock returns, and volatility? Evidence from the Greater China region. Physica A: Statistical Mechanics and Its Applications, 523, 525–543. https://doi.org/10.1016/j.physa.2019.02.015
   Web of Science ®Google Scholar
• Sharpe, W. F. (1964). Capital asset prices: A theory of market equilibrium under conditions of risk. The journal of finance, 19(3), 425–442
   Web of Science ®Google Scholar
• Sheikh, M. F., Shah, S. Z. A., & Mahmood, S. (2017). Weather effects on stock returns and volatility in South Asian markets. Asia-Pacific Financial Markets, 24(2), 75–107. https://doi.org/10.1007/s10690-017-9225-2
   Web of Science ®Google Scholar
• Shim, H., Kim, H., Kim, J., & Ryu, D. (2015). Weather and stock market volatility: The case of a leading emerging market. Applied Economics Letters, 22(12), 987–992. https://doi.org/10.1080/13504851.2014.993129
   Web of Science ®Google Scholar
• Shu, H.-C., & Hung, M.-W. (2009). Effect of wind on stock market returns: Evidence from European markets. Applied Financial Economics, 19(11), 893–904. https://doi.org/10.1080/09603100802243766
   Google Scholar
• Silva, P., & Almeida, L. (2011). Weather and stock markets: Empirical evidence from Portugal.
   Google Scholar
• Simonsohn, U. (2007). Clouds make nerds look good: Field evidence of the impact of incidental factors on decision making. Journal of Behavioral Decision Making, 20(2), 143–152
   Web of Science ®Google Scholar
• Singh, H. P., & Kumar, S. (2014). Working capital management: A literature review and research agenda. Qualitative Research in Financial Markets, 6(2), 173–197. https://doi.org/10.1108/QRFM-04-2013-0010
   Google Scholar
• Sriboonchitta, S., Chaitip, P., Sriwichailamphan, T., & Chaiboonsri, C. (2014). Stock market returns and the temperature effects: Thailand. Global Journal of Marketing and Management, 1(1), 11–15.
   Google Scholar
• Stoll, H. R., & Whaley, R. E. (1990). The dynamics of stock index and stock index futures returns. Journal of Financial and Quantitative analysis, 25(4), 441–468
   Web of Science ®Google Scholar
• Suleyman, I. C., 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
   Google Scholar
• Tranfield, D., Denyer, D., & Smart, P. (2003). towards a methodology for developing evidence-informed management knowledge by means of systematic review. British Journal of Management, 14(3), 207–222. https://doi.org/10.1111/1467-8551.00375
   Web of Science ®Google Scholar
• Trombley, M. A. (1997). Stock prices and Wall Street weather: Additional evidence. Quarterly Journal of Business and Economics, 36(3), 11–21.
   Google Scholar
• Tufan, E., & Hamarat, B. (2004). Do cloudy days’ affect stock exchange returns: Evidence from Istanbul stock exchange? Journal of Naval Science and Engineering, 2(1), 117–126. https://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.579.309&rep=rep1&type=pdf#:~:text=It%20has%20been%20found%20that%20cloudy%20days%20do%20not%20cause,efficiency%20for%20Turkish%20stock%20market.&text=The%20fact%20that%2C%20traders%20whose,live%20in%20Istanbul%20in%20Turkey
   Google Scholar
• Tversky, A., & Kahneman, D. (1983). Extensional versus intuitive reasoning: The conjunction fallacy in probability judgment. Psychological review, 90(4), 293
   Web of Science ®Google Scholar
• Vlady, S. (2015). The effect of climate change on Australian stock equity returns. International Journal of Economics & Business Administration (IJEBA), III(3), 88–109. https://doi.org/10.35808/ijeba/80
   Google Scholar
• Wang, Y.-H., Lin, C.-T., & Lin, J. D. (2012). Does weather impact the stock market? Empirical evidence in Taiwan. Quality & Quantity, 46(2), 695–703. https://doi.org/10.1007/s11135-010-9422-9
   Google Scholar
• Wang, Y.-H., Shih, K.-H., & Jang, J.-W. (2018). Relationship among weather effects, investors‘ moods and stock market risk: An analysis of bull and bear markets in Taiwan, Japan and Hong Kong. Panoeconomicus, 65(2), 239–253. https://doi.org/10.2298/PAN150927029W
   Web of Science ®Google Scholar
• Watson, D. (2000). Mood and temperament. Guilford Press
   Google Scholar
• Worthington, A. (2009). An empirical note on weather effects in the Australian stock market. Economic Papers: A Journal of Applied Economics and Policy, 28(2), 148–154. https://doi.org/10.1111/j.1759-3441.2009.00014.x
   Google Scholar
• Yoon, S.-M., & Kang, S. H. (2009). Weather effects on returns: Evidence from the Korean stock market. Physica A: Statistical Mechanics and Its Applications, 388(5), 682–690. https://doi.org/10.1016/j.physa.2008.11.017
   Web of Science ®Google Scholar