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Attention allocation and return co-movement: Evidence from repeated natural experiments

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Cited by:

  1. Duan, Jiaxin & Kou, Fangyuan & Wang, Zining & Wei, Yixin, 2024. "When echoes surpass voices: Market reaction to forwarded news," International Review of Financial Analysis, Elsevier, vol. 96(PA).
  2. Arnold, Marc & Pelster, Matthias & Subrahmanyam, Marti G., 2022. "Attention triggers and investors’ risk-taking," Journal of Financial Economics, Elsevier, vol. 143(2), pages 846-875.
  3. Travis A. Dyer & Darren T. Roulstone & Andrew Van Buskirk, 2024. "Disclosure Similarity and Future Stock Return Comovement," Management Science, INFORMS, vol. 70(7), pages 4762-4780, July.
  4. Zhang, Hejie & Fan, Hongzhong, 2025. "Mainland Chinese investor attention influences on international markets: The impact of Game of Hunting on the stock returns of head-hunting companies in Hong Kong," Pacific-Basin Finance Journal, Elsevier, vol. 93(C).
  5. Kou, Shubo & Ma, Xiyuan, 2024. "From Gambling to Gaming: The Crowding Out Effect," Finance Research Letters, Elsevier, vol. 59(C).
  6. Zhang, Hanyu & Zhou, Hang & Long, Huaigang & Zhou, Wenyu & Zaremba, Adam, 2024. "Common investor coverage and excess return comovement: Evidence from Seeking Alpha," International Review of Economics & Finance, Elsevier, vol. 96(PC).
  7. Anh Dang & Trung Nguyen, 2021. "Valuation Effect of Emotionality in Corporate Philanthropy," Journal of Business Ethics, Springer, vol. 173(1), pages 47-67, September.
  8. Lu, Shan & Zhao, Jichang, 2024. "Investor network and stock return comovement: Information-seeking through intragroup and intergroup followings," International Review of Financial Analysis, Elsevier, vol. 93(C).
  9. Do, Hung X. & Nguyen, Lily & Nguyen, Nhut H. & Nguyen, Quan M.P., 2022. "LGBT policy, investor trading behavior, and return comovement," Journal of Economic Behavior & Organization, Elsevier, vol. 196(C), pages 457-483.
  10. Li, Yue & Goodell, John W. & Shen, Dehua, 2021. "Comparing search-engine and social-media attentions in finance research: Evidence from cryptocurrencies," International Review of Economics & Finance, Elsevier, vol. 75(C), pages 723-746.
  11. Gang Chu & John W. Goodell & Dehua Shen & Yongjie Zhang, 2022. "Machine learning to establish proxies for investor attention: evidence of improved stock-return prediction," Annals of Operations Research, Springer, vol. 318(1), pages 103-128, November.
  12. Justin Cox & Adam Schwartz & Robert Ness, 2020. "Does what happen in Vegas stay in Vegas? Football gambling and stock market activity," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 44(4), pages 724-748, October.
  13. Yueh-Hsiang Lin & Hong-Yi Chen & Sheng-Syan Chen, 2026. "ESG return comovement," Review of Quantitative Finance and Accounting, Springer, vol. 66(1), pages 359-398, January.
  14. Hu, Yitong & Shen, Dehua & Urquhart, Andrew, 2023. "Attention allocation and cryptocurrency return co-movement: Evidence from the stock market," International Review of Economics & Finance, Elsevier, vol. 88(C), pages 1173-1185.
  15. Chi, Yeguang & He, Jingbin & Ma, Xinru & Wu, Fei, 2023. "Institutional investor inattention bias in auctioned IPOs," Journal of Banking & Finance, Elsevier, vol. 150(C).
  16. Ed deHaan & Alastair Lawrence & Robin Litjens, 2025. "Measuring Investor Attention Using Google Search," Management Science, INFORMS, vol. 71(7), pages 6275-6297, July.
  17. Zheng, Zunxin & Qiu, Zhongjie & Li, Mengjia & Ding, Wenjie, 2024. "High-speed rail and stock return comovement in China," Research in International Business and Finance, Elsevier, vol. 67(PA).
  18. Hu, Yitong & Li, Xiao & Shen, Dehua, 2020. "Attention allocation and international stock return comovement: Evidence from the Bitcoin market," Research in International Business and Finance, Elsevier, vol. 54(C).
  19. Hasso, Tim & Pelster, Matthias & Breitmayer, Bastian, 2020. "Terror attacks and individual investor behavior: Evidence from the 2015–2017 European terror attacks," Journal of Behavioral and Experimental Finance, Elsevier, vol. 28(C).
  20. Hong, Eunpyo & Kottimukkalur, Badrinath & Noh, Joonki, 2026. "Uncertain Text and Price Reactions to Earnings Releases," Journal of Banking & Finance, Elsevier, vol. 182(C).
  21. Wang, Jianxin, 2022. "Market distraction and near-zero daily volatility persistence," International Review of Financial Analysis, Elsevier, vol. 80(C).
  22. Guomei Tang & Xueyong Zhang, 2021. "Media attention to locations and the cross‐section of stock returns," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 61(S1), pages 2301-2336, April.
  23. Wang, Albert Y. & Young, Michael, 2023. "Mood, attention, and household trading: Evidence from terrorist attacks," Journal of Financial Markets, Elsevier, vol. 66(C).
  24. Rahul Bhui & Peiran Jiao, 2023. "Attention Constraints and Learning in Categories," Management Science, INFORMS, vol. 69(9), pages 5394-5404, September.
  25. deHaan, Ed & Lawrence, Alastair & Litjens, Robin, 2023. "Measurement Error in Google Ticker Search," Other publications TiSEM d256d897-0239-4e66-b2b0-f, Tilburg University, School of Economics and Management.
  26. Hu, Yitong & Li, Xiao & Goodell, John W. & Shen, Dehua, 2021. "Investor attention shocks and stock co-movement: Substitution or reinforcement?," International Review of Financial Analysis, Elsevier, vol. 73(C).
  27. Marmora, Paul, 2025. "The causal effect of limited attention to FOMC announcements," Journal of Economic Behavior & Organization, Elsevier, vol. 234(C).
  28. Gondhi, Naveen, 2023. "Rational inattention, misallocation, and the aggregate economy," Journal of Monetary Economics, Elsevier, vol. 136(C), pages 50-75.
  29. Ehrmann, Michael & Jansen, David-Jan, 2022. "Stock return comovement when investors are distracted: More, and more homogeneous," Journal of International Money and Finance, Elsevier, vol. 129(C).
  30. Chen, Zilin & Guo, Li & Tu, Jun, 2021. "Media connection and return comovement," Journal of Economic Dynamics and Control, Elsevier, vol. 130(C).
  31. Ma, Rui & Marshall, Ben R. & Nguyen, Hung T. & Nguyen, Nhut H. & Visaltanachoti, Nuttawat, 2022. "Climate events and return comovement," Journal of Financial Markets, Elsevier, vol. 61(C).
  32. Desheng, Liu & Li, Mingsheng & Wang, Xinran & Wang, Ying, 2025. "Fading familiarity: High-speed rail and the decline in retail investors' attention to local firms," Journal of Financial Stability, Elsevier, vol. 81(C).
  33. Mengzhong Ma & Te Bao & Yonggang Wen, 2026. "One Rising Ship Sinks Other Ships: Cross-Chain Negative Spillovers in Crypto Markets," Papers 2602.23762, arXiv.org.
  34. Cheng, Feiyang & Wang, Chunfeng & Chiao, Chaoshin & Yao, Shouyu & Fang, Zhenming, 2021. "Retail attention, retail trades, and stock price crash risk," Emerging Markets Review, Elsevier, vol. 49(C).
  35. Robert W. Faff, 2019. "Adopting a Structured Abstract Design to More Effectively Catch Reader Attention: An Application of the Pitching Research® Framework," Capital Markets Review, Malaysian Finance Association, vol. 27(2), pages 1-13.
  36. Li, Shasha & Yang, Biao, 2024. "Green Investing, Information Asymmetry, and Capital Structure," VfS Annual Conference 2024 (Berlin): Upcoming Labor Market Challenges 302416, Verein für Socialpolitik / German Economic Association.
  37. Kuo, Wei-Yu & Lin, Tse-Chun & Zhao, Jing, 2024. "The correlated trading and investment performance of individual investors," Journal of Empirical Finance, Elsevier, vol. 78(C).
  38. Prange, Philipp, 2021. "Does online investor attention drive the co-movement of stock-, commodity-, and energy markets? Insights from Google searches," Energy Economics, Elsevier, vol. 99(C).
  39. Suin Lee & Christos Pantzalis & Jung Chul Park, 2024. "Interstate migration networks and stock return comovement," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 47(1), pages 89-121, March.
  40. Corbet, Shaen & Goodell, John W., 2022. "The reputational contagion effects of ransomware attacks," Finance Research Letters, Elsevier, vol. 47(PB).
  41. Li, Yi & Shen, Dehua & Wang, Pengfei & Zhang, Wei, 2019. "Do analyst recommendations matter for rival companies?," International Review of Financial Analysis, Elsevier, vol. 65(C).
  42. Kormanyos, Emily & Hanspal, Tobin & Hackethal, Andreas, 2023. "Do gamblers invest in lottery stocks?," SAFE Working Paper Series 373, Leibniz Institute for Financial Research SAFE, revised 2023.
  43. Premal P Vora, 2020. "Clogged information flow and stock-market sluggishness," PLOS ONE, Public Library of Science, vol. 15(7), pages 1-13, July.
  44. Li, Yi & Wang, Pengfei & Zhang, Wei, 2023. "Individual investors matter: The effect of investor-firm interactions on corporate earnings management," Journal of Corporate Finance, Elsevier, vol. 83(C).
  45. de Haan, Ed & Lawrence, Alastair & Litjens, Robin, 2025. "Measuring investor attention using Google search," Other publications TiSEM a186d16d-dce3-4d48-b0fc-1, Tilburg University, School of Economics and Management.
  46. Xu, Liao & Zhang, Xuan & Zhao, Jing, 2023. "Limited investor attention and biased reactions to information: Evidence from the COVID-19 pandemic," Journal of Financial Markets, Elsevier, vol. 62(C).
  47. Jiao, Yawen, 2024. "Managing decision fatigue: Evidence from analysts’ earnings forecasts," Journal of Accounting and Economics, Elsevier, vol. 77(1).
  48. Yuan, Ying & Fan, Xiaoqian & Li, Yiou, 2022. "Do local and non-local retail investor attention impact stock returns differently?," Pacific-Basin Finance Journal, Elsevier, vol. 74(C).
  49. Do, Hung Xuan & Nguyen, Quan M.P. & Nepal, Rabindra & Smyth, Russell, 2021. "When Pep comes calling, the oil market answers: The effect of football player transfer movements on abnormal fluctuations in oil price futures," Energy Economics, Elsevier, vol. 100(C).
  50. Marchetti, James & Tian, Xiao & Lee, Alex & Kalev, Petko S., 2025. "Who watches what and why it matters: Attention allocation, tug-of-war, and market resiliency: A pre-registered report," Pacific-Basin Finance Journal, Elsevier, vol. 91(C).
  51. Haghighi, Afshin & Faff, Robert & Oliver, Barry, 2024. "Retail traders and co-movement: Evidence from Robinhood trading activity," International Review of Financial Analysis, Elsevier, vol. 95(PB).
  52. Tsai, Chia-Fen & Chang, Jung-Hsien & Tsai, Feng-Tse, 2021. "Lottery preferences and retail short selling," Pacific-Basin Finance Journal, Elsevier, vol. 68(C).
  53. Bui, Dien Giau & Hasan, Iftekhar & Lin, Chih-Yung & Zhai, Rui-Xiang, 2022. "Income, trading, and performance: Evidence from retail investors," Journal of Empirical Finance, Elsevier, vol. 66(C), pages 176-195.
  54. Li, Fengfei & Lin, Chen & Lin, Tse-Chun, 2021. "Salient anchor and analyst recommendation downgrade," Journal of Corporate Finance, Elsevier, vol. 69(C).
  55. Li, Jiacui, 2022. "Endogenous inattention and risk-specific price underreaction in corporate bonds," Journal of Financial Economics, Elsevier, vol. 145(2), pages 595-615.
  56. Cheng, Feiyang & Chiao, Chaoshin & Wang, Chunfeng & Fang, Zhenming & Yao, Shouyu, 2021. "Does retail investor attention improve stock liquidity? A dynamic perspective," Economic Modelling, Elsevier, vol. 94(C), pages 170-183.
  57. Muradoglu, Gulnur & Peng, Ni & Qin, Huai & Xia, Chunling, 2024. "Investor attention and market reactions to early announcements in mergers and acquisitions," International Review of Financial Analysis, Elsevier, vol. 91(C).
  58. Bui, Dien Giau & Chan, Yu-Ju & Lin, Chih-Yung & Lin, Tse-Chun, 2024. "Lottery jackpot winnings and retail trading in the neighborhood," Journal of Banking & Finance, Elsevier, vol. 167(C).
  59. Zhaunerchyk, Katsiaryna & Haghighi, Afshin & Oliver, Barry, 2020. "Distraction effects on stock return co-movements: Confirmation from the Shenzhen and Shanghai stock markets," Pacific-Basin Finance Journal, Elsevier, vol. 61(C).
  60. Do, Hung X. & Nguyen, Nhut H. & Nguyen, Quan M.P. & Truong, Cameron, 2023. "Aerospace competition, investor attention, and stock return comovement," Journal of Economic Behavior & Organization, Elsevier, vol. 215(C), pages 40-59.
  61. Mao, Xiaodan & Hu, Cong & Xiong, Lin & Wang, Yebin, 2025. "Climate risk attention and financial markets: The time–frequency and quantile perspective," Finance Research Letters, Elsevier, vol. 85(PD).
  62. Gang Li & Dandan Qiao & Mingxuan Zheng, 2025. "Structured Event Representation and Stock Return Predictability," Papers 2512.19484, arXiv.org.
  63. Noh, Joonki & Zhou, Dexin, 2022. "Executives’ Blaming external factors and market reactions: Evidence from earnings conference calls," Journal of Banking & Finance, Elsevier, vol. 134(C).
  64. Hirshleifer, David & Sheng, Jinfei, 2022. "Macro news and micro news: Complements or substitutes?," Journal of Financial Economics, Elsevier, vol. 145(3), pages 1006-1024.
  65. Li, Mingyi & Onishchenko, Olena & Zhao, Jing, 2020. "Does average skewness matter? Evidence from the Taiwanese stock market," Pacific-Basin Finance Journal, Elsevier, vol. 62(C).
  66. Su, Fei & Wang, Xinyi, 2021. "Investor co-attention and stock return co-movement: Evidence from China’s A-share stock market," The North American Journal of Economics and Finance, Elsevier, vol. 58(C).
  67. Hongbo He & Yiqing Chen & Ruiqi Guo & Lerong He & Hong Wan, 2025. "Cost of Vagueness: Stakeholders’ Responses to Firms’ ESG Information," Journal of Business Ethics, Springer, vol. 202(3), pages 543-566, December.
  68. Do, Hung X. & Nguyen, Nhut H. & Nguyen, Quan M.P. & Nguyen, Thach V.H. & Truong, Cameron, 2024. "When Hollywood movies steal the show, stock returns dance more with the market!," International Review of Financial Analysis, Elsevier, vol. 95(PC).
  69. Huang, Yin-Siang & Chuang, Hui-Ching & Hasan, Iftekhar & Lin, Chih-Yung, 2024. "Search symbols, trading performance, and investor participation," International Review of Economics & Finance, Elsevier, vol. 92(C), pages 380-393.
  70. Zhi Da & Jian Hua & Tim Chih-Ching Hung & Lin Peng, 2025. "Market Returns and a Tale of Two Types of Attention," Management Science, INFORMS, vol. 71(12), pages 10505-10537, December.
  71. Li, Shasha & Yang, Biao, 2023. "Green investing, information asymmetry, and capital structure," IWH Discussion Papers 20/2023, Halle Institute for Economic Research (IWH).
  72. LIN, Fengjiao & QIU, Zhigang & ZHENG, Weinan, 2023. "Cranes among chickens: The general-attention‐grabbing effect of daily price limits in China's stock market," Journal of Banking & Finance, Elsevier, vol. 150(C).
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