Chinese Journal of Management Science ›› 2024, Vol. 32 ›› Issue (12): 15-24.doi: 10.16381/j.cnki.issn1003-207x.2021.2593
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Chunlan Wang1, Wen Shi2, Fangfang Sun3(), Qiang Ye4
Received:
2021-12-16
Revised:
2024-03-23
Online:
2024-12-25
Published:
2025-01-02
Contact:
Fangfang Sun
E-mail:fangfang@hit.edu.cn
CLC Number:
Chunlan Wang, Wen Shi, Fangfang Sun, Qiang Ye. Information Transfer in Financial Market: Evidence based on Investor Attention Transfer in Chinese A-share Market[J]. Chinese Journal of Management Science, 2024, 32(12): 15-24.
"
变量 | (1) | (2) | (3) | (4) |
---|---|---|---|---|
只有控制变量 | 盈余公告 | 一般公告 | 负面公告 | |
EAi,w | 0.117*** | |||
(6.646) | ||||
PeerEAi,w | 0.043*** | |||
(42.472) | ||||
EAi,w×PeerEAi,w | -0.128*** | |||
(-7.250) | ||||
Announcei,w | 0.095** | |||
(5.811) | ||||
PeerAnnouncei,w | 0.008 | |||
(7.169) | ||||
Announcei,w×PeerAnnouncei,w | -0.046 | |||
(-4.531) | ||||
AnnounceNegi,w | 0.055*** | |||
(5.494) | ||||
PeerAnnounceNegi,w | 0.091** | |||
(32.446) | ||||
AnnounceNegi,w×PeerAnnounceNegi,w | -0.038*** | |||
(-3.815) | ||||
Observations | 1384753 | 1384753 | 1384753 | 1384753 |
Adj. R-squared | 0.011 | 0.032 | 0.030 | 0.031 |
Number of stocks | 2975 | 2975 | 2975 | 2975 |
Stock FE | Yes | Yes | Yes | Yes |
Year FE | Yes | Yes | Yes | Yes |
控制变量 | Yes | Yes | Yes | Yes |
"
变量 | (1) | (2) | (3) | (4) |
---|---|---|---|---|
长期股价 | 短期股价 | 长期股价及盈余公告 | 短期股价及盈余公告 | |
Firm52WeekHighi,w | 0.163*** | 0.162*** | ||
(70.398) | (70.192) | |||
Firm52WeekLowi,w | -0.063*** | -0.063*** | ||
(-45.382) | (-45.246) | |||
Peer52WeekHighi,w | 0.040*** | 0.042*** | ||
(17.167) | (17.808) | |||
Peer52WeekLowi,w | -0.149*** | -0.139*** | ||
(-16.709) | (-15.860) | |||
Firm4WeekHigh_exi,w | 1.102*** | 1.103*** | ||
(70.957) | (71.044) | |||
Firm4WeekLow_exi,w | 0.182*** | 0.192*** | ||
(6.029) | (6.370) | |||
Peer4WeekHigh_exi,w | 0.084*** | 0.081*** | ||
(82.716) | (79.726) | |||
Peer4WeekLow_exi,w | -0.042*** | -0.043*** | ||
(-33.120) | (-34.216) | |||
EAi,w | 0.125*** | 0.127*** | ||
(7.282) | (7.695) | |||
PeerEAi,w | 0.037*** | 0.038*** | ||
(39.462) | (41.466) | |||
EAi,w ×PeerEAi,w | -0.119*** | -0.120*** | ||
(-6.872) | (-7.238) | |||
Observations | 1384753 | 1384753 | 1384753 | 1384753 |
Adj. R-squared | 0.066 | 0.104 | 0.069 | 0.107 |
Number of stocks | 2975 | 2975 | 2975 | 2975 |
Stock FE | Yes | Yes | Yes | Yes |
Year FE | Yes | Yes | Yes | Yes |
控制变量 | Yes | Yes | Yes | Yes |
"
变量 | (1) | (2) | (3) | (4) | 经验p值 |
---|---|---|---|---|---|
同步性低组 | 同步性次低组 | 同步性次高组 | 同步性高组 | ||
EAi,w | 0.076** | 0.162*** | 0.133*** | 0.106*** | 0.177 |
(2.391) | (3.990) | (4.250) | (3.470) | ||
PeerEAi,w | 0.034*** | 0.037*** | 0.039*** | 0.039*** | 0.058* |
(16.226) | (21.813) | (25.220) | (27.448) | ||
EAi,w×PeerEAi,w | -0.066** | -0.154*** | -0.128*** | -0.099*** | 0.063* |
(-2.075) | (-3.781) | (-4.074) | (-3.237) | ||
Firm52WeekHighi,w | 0.161*** | 0.163*** | 0.171*** | 0.178*** | 0.421 |
(37.667) | (45.470) | (46.273) | (39.844) | ||
Firm52WeekLowi,w | -0.033*** | -0.053*** | -0.069*** | -0.089*** | 0.358 |
(-12.691) | (-24.113) | (-34.574) | (-44.119) | ||
Peer52WeekHighi,w | 0.021*** | 0.035*** | 0.050*** | 0.059*** | 0.032** |
(3.585) | (7.034) | (12.523) | (17.555) | ||
Peer52WeekLowi,w | -0.119*** | -0.139*** | -0.130*** | -0.192*** | 0.275 |
(-8.638) | (-9.704) | (-8.594) | (-10.272) | ||
Observations | 345365 | 346002 | 346435 | 346951 | |
Adj. R-squared | 0.056 | 0.067 | 0.074 | 0.084 | |
Number of stocks | 2877 | 2930 | 2944 | 2833 | |
Stock FE | Yes | Yes | Yes | Yes | |
Year FE | Yes | Yes | Yes | Yes | |
控制变量 | Yes | Yes | Yes | Yes |
"
变量 | (1) | (2) | 经验p值 | (3) | (4) | 经验p值 |
---|---|---|---|---|---|---|
盈余公告及长期股价水平 | 盈余公告及短期价格水平 | |||||
沪深300 | 非沪深300 | 沪深300 | 非沪深300 | |||
EAi,w | 0.011* | 0.129*** | 0.025** | 0.018 | 0.130*** | 0.172 |
(-0.022) | (7.161) | (0.424) | (7.486) | |||
PeerEAi,w | 0.034*** | 0.037*** | 0.197 | 0.032*** | 0.039*** | 0.254 |
(15.040) | (36.718) | (14.614) | (38.861) | |||
EAi,w×PeerEAi,w | -0.018 | -0.122*** | 0.108 | -0.036 | -0.122*** | 0.196 |
(-0.422) | (-6.758) | (-0.830) | (-7.054) | |||
Firm52WeekHighi,w | 0.122*** | 0.167*** | 0.005*** | |||
(22.512) | (69.231) | |||||
Firm52WeekLowi,w | -0.031*** | -0.066*** | 0.003*** | |||
(-8.371) | (-52.103) | |||||
Peer52WeekHighi,w | 0.049*** | 0.040*** | 0.039** | |||
(11.366) | (15.239) | |||||
Peer52WeekLowi,w | -0.234*** | -0.126*** | 0.208 | |||
(-13.452) | (-12.997) | |||||
Firm4WeekHigh_exi,w | 1.014*** | 1.102*** | 0.283 | |||
(15.845) | (69.277) | |||||
Firm4WeekLow_exi,w | 0.309* | 0.193*** | 0.129 | |||
(1.649) | (6.363) | |||||
Peer4WeekHigh_exi,w | 0.085*** | 0.080*** | 0.003*** | |||
(28.777) | (75.383) | |||||
Peer4weekLow_exi,w | -0.041*** | -0.043*** | 0.145 | |||
(-13.031) | (-31.470) | |||||
Observations | 150349 | 1236049 | 157170 | 1309893 | ||
Adj. R-squared | 0.030 | 0.110 | 0.030 | 0.080 | ||
Number of stocks | 630 | 2878 | 646 | 2907 | ||
Stock FE | Yes | Yes | Yes | Yes | ||
Year FE | Yes | Yes | Yes | Yes | ||
控制变量 | Yes | Yes | Yes | Yes |
"
变量 | (1) | (2) | (3) | (4) | 经验p值 |
---|---|---|---|---|---|
优秀 | 良好 | 合格 | 不合格 | ||
EAi,w | 0.098*** | 0.104*** | 0.109** | 0.109 | 0.171 |
(2.842) | (4.536) | (2.308) | (1.594) | ||
PeerEAi,w | -0.339 | 0.064** | 0.128*** | 0.025*** | 0.028** |
(16.390) | (24.555) | (8.210) | (2.450) | ||
EAi,w×PeerEAi,w | 0.098*** | -0.209 | -0.103** | -0.093 | 0.056* |
(1.725) | (-4.239) | (-2.157) | (-1.348) | ||
Firm4WeekHigh_exi,w | 0.927*** | 1.117*** | 1.185*** | 1.098*** | 0.003*** |
(21.659) | (51.153) | (27.712) | (14.908) | ||
Firm4WeekLow_exi,w | 0.062 | 0.120*** | 0.616*** | 1.022*** | 0.004*** |
(0.918) | (2.915) | (4.076) | (4.392) | ||
Peer4WeekHigh_exi,w | 0.082*** | 0.081*** | 0.077* | 0.068 | 0.023** |
(36.504) | (57.607) | (21.772) | (9.444) | ||
Peer4WeekLow_exi,w | -0.034*** | -0.038*** | -0.024*** | -0.017 | 0.067* |
(-14.224) | (-21.485) | (-5.271) | (-1.466) | ||
Observations | 239956 | 699201 | 145974 | 26053 | |
Adj. R-squared | 0.092 | 0.115 | 0.127 | 0.150 | |
Number of stocks | 1406 | 2712 | 1373 | 415 | |
Stock FE | YES | YES | YES | YES | |
Year FE | YES | YES | YES | YES | |
控制变量 | YES | YES | YES | YES |
"
变量 | (1) | (2) |
---|---|---|
Attentioni,w | Attentioni,w | |
EAi,w | 0.125*** | 0.127*** |
(7.288) | (7.642) | |
PeerEAi,w | 0.210*** | 0.250*** |
(29.010) | (35.342) | |
PeerEAi,w×lg(EPU) w | -0.030*** | -0.036*** |
(-24.678) | (-31.108) | |
EAi,w×PeerEAi,w | -0.119*** | -0.122*** |
(-6.950) | (-7.316) | |
Firm52WeekHigh_75i,w | 0.159*** | |
(69.080) | ||
Firm52WeekLow_25i,w | -0.056*** | |
(-49.259) | ||
Peer52WeekHigh_75i,w | 0.244*** | |
(9.853) | ||
Peer52WeekHighi,w × lg(EPU) w | -0.035*** | |
(-8.326) | ||
Peer52WeekLow_25i,w | -0.124*** | |
(-15.037) | ||
Firm4WeekHigh_exi,w | 1.094*** | |
(70.310) | ||
Firm4WeekLow_exi,w | 0.192*** | |
(6.342) | ||
Peer4WeekHigh_exi,w | 0.097*** | |
(14.396) | ||
Peer4WeekHigh_exi,w×lg(EPU)w | -0.003*** | |
(-2.661) | ||
Peer4WeekLow_exi,w | -0.039*** | |
(-31.113) | ||
lg(EPU) w | 0.025*** | -0.007*** |
(5.955) | (-4.606) | |
Constant | -0.120*** | -0.437*** |
(-12.002) | (-12.913) | |
Observations | 1384753 | 1384753 |
Adj. R-squared | 0.067 | 0.108 |
Number of stocks | 2975 | 2975 |
Stock FE | Yes | Yes |
Year FE | Yes | Yes |
控制变量 | Yes | Yes |
1 | Barber B M, Odean T. All that glitters: The effect of attention and news on the buying behavior of individual and institutional investors[J]. The Review of Financial Studies, 2008, 21(2): 785-818. |
2 | 罗一麟,洪剑峭,倪晨凯, 等. 个人投资者能否识别经济关联?——基于行业内首次盈余公告的分析[J].会计研究, 2020(12):71-84. |
Luo Y L, Hong J Q, Ni C K, et al. Can individual investors identify economic links?Evidence from initial quarterly earnings announcements within industries[J]. Accounting Research, 2020(12):71-84. | |
3 | Israeli D, Kasznik R, Sridharan S A. Unexpected distractions and investor attention to corporate announcements[J]. Review of Accounting Studies, 2022, 27: 477-518. |
4 | Drake M S, Roulstone D T, Thornock J R. Investor information demand: Evidence from Google searches around earnings announcements[J]. Journal of Accounting Research, 2012, 50(4): 1001-1040. |
5 | Da Z, Engelberg J, Gao P. In search of attention[J]. The Journal of Finance, 2011, 66(5): 1461-1499. |
6 | 何贤杰, 王孝钰, 孙淑伟, 等. 网络新媒体信息披露的经济后果研究——基于股价同步性的视角[J]. 管理科学学报, 2018,21(6): 43-59. |
He X J, Wang X Y, Sun S W, et al. Economic consequences of new media information disclosure: From the perspective of stock price synchronicity[J]. Journal of Management Sciences in China, 2018,21(6): 43-59. | |
7 | Chen J, Tang G, Yao J, et al. Investor attention and stock returns[J]. Journal of Financial and Quantitative Analysis, 2022, 57(2): 455-484. |
8 | Drake M S, Jennings J, Roulstone D T, et al. The comovement of investor attention[J]. Management Science, 2017, 63(9): 2847-2867. |
9 | 唐松, 胡威, 孙铮. 政治关系, 制度环境与股票价格的信息含量——来自我国民营上市公司股价同步性的经验证据[J]. 金融研究, 2011(7): 182-195. |
Tang S, Hu W, Sun Z. Political connections, institutional environment and information content of stock price:Empirical evidence from the stock price comovement of A-share private lited firms[J]. Journal of Financial Research, 2011(7): 182-195. | |
10 | 宗计川,李纪阳,戴芸. 慕“名”而来的投资偏误——有限关注视角下的实证检验[J].管理科学学报, 2020,23(7): 27-56. |
Zong J C, Li J Y, Dai Y. A name-driven investment bias: An empirical study based on investors’limited attention[J]. Journal of Management Sciences in China, 2020,23(7): 27-56. | |
11 | 白兰,魏宇. 投资者公共卫生事件关注度与我国行业股票市场信息溢出效应研究——来自TVP-VAR模型的经验证据[J].中国管理科学, 2024, 32(1): 54-62. |
Bai L, Wei Y. Information Spillovers between investor's public health emergency attention and industrial stocks: Empirical evidence from TVP-VAR model[J]. Chinese Journal of Management Science, 2024, 32(1): 54-62. | |
12 | 林娟娟, 唐勇, 周小亮, 等. 北上资金, 百度指数与股市关联性的时频域研究——基于协高阶矩视角[J]. 中国管理科学, 2022, 30(1): 20-31. |
Lin J J, Tang Y, Zhou X L, et al. Research on the relationship between northward capital, Baidu index and stock market in time and frequency domain: Based on the perspective of higher order co-moment[J]. Chinese Journal of Management Science, 2022, 30(1): 20-31. | |
13 | 瞿慧,沈微. 引入投资者关注的中国股市协方差预测——基于多元HAR类模型[J].中国管理科学, 2022, 30(7): 9-19. |
Qu H, Shen W. Investor attention and covariance forecasting China's stock markets:A study based on the MHAR type models[J]. Chinese Journal of Management Science, 2022, 30(7): 9-19. | |
14 | 胡聪慧,刘玉珍,吴天琪,等. 有限注意、行业信息扩散与股票收益[J].经济学(季刊), 2015, 14(3):1173-1192. |
Hu C H, Liu Y Z, Wu T Q, et al. Limited attention, industry-level information diffusion and stock returns[J]. China Economic Quarterly, 2015, 14(3):1173-1192. | |
15 | Foster G. Intra-industry information transfers associated with earnings releases[J]. Journal of Accounting and Economics, 1981, 3(3): 201-232. |
16 | 汝毅, 薛健, 张乾. 媒体新闻报道的声誉溢出效应[J]. 金融研究, 2019, 470(8): 189-206. |
Ru Y, Xue J, Zhang Q. The reputational spillover effect of media news reports[J]. Journal of Financial Research, 2019, 470(8): 189-206. | |
17 | Badertscher B, Shroff N, White H D. Externalities of public firm presence: Evidence from private firms' investment decisions[J]. Journal of Financial Economics, 2013, 109(3): 682-706. |
18 | Thomas J, Zhang F. Overreaction to intra‐industry information transfers?[J]. Journal of Accounting Research, 2008, 46(4): 909-940. |
19 | Savor P, Wilson M. Earnings announcements and systematic risk[J]. The Journal of Finance, 2016, 71(1): 83-138. |
20 | Hann R N, Kim H, Zheng Y. Intra-industry information transfers: Evidence from changes in implied volatility around earnings announcements[J]. Review of Accounting Studies, 2019, 24(3): 927-971. |
21 | Tversky A, Kahneman D. Advances in prospect theory: Cumulative pepresentation of uncertainty[J]. Journal of Risk and Uncertainty, 1992, 5(4): 297-323. |
22 | George T J, Hwang C Y. The 52-week high and momentum investing[J]. The Journal of Finance, 2004, 59(5): 2145-2176. |
23 | Huddart S, Lang M, Yetman M H. Volume and price patterns around a stock's 52-week highs and lows: Theory and evidence[J]. Management Science, 2009, 55(1): 16-31. |
24 | 陈国进, 刘元月, 陈凌凌, 等. 广义失望厌恶、下行风险与中国股票市场定价[J]. 中国管理科学, 2023, 31(7): 22-37. |
Chen G J, Liu Y Y, Chen L L, et al. Generalized disappointment aversion,downside risk and asset pricing of Chinese stock market[J]. Chinese Journal of Management Science, 2023, 31(7): 22-37. | |
25 | Green T C, Hwang B H. Price-based return comovement[J]. Journal of Financial Economics, 2009, 93(1): 37-50. |
26 | 陈其安, 张慧, 陈抒妤. 股指期货交易加剧了中国股票市场波动性吗?——基于投资者结构的理论和实证研究[J]. 中国管理科学, 2020, 28(4): 1-13. |
Chen Q A, Zhang H, Chen S Y. Does stock index futures trading increase the stock market volatility in China?Theoretical and empirical research based on investor structure[J]. Chinese Journal of Management Science, 2020, 28(4): 1-13. | |
27 | 高雅, 熊熊, 马俊俊. 寻找中国股票市场更优的投资者画像结构[J]. 管理评论, 2020, 32(10): 47-58. |
Gao Y, Xiong X, Ma J J. Find the better investor portrait for the Chinese stock market[J]. Management Review, 2020, 32(10): 47-58. | |
28 | 伊志宏, 杨圣之, 陈钦源. 分析师能降低股价同步性吗——基于研究报告文本分析的实证研究[J]. 中国工业经济, 2019(1): 156-173. |
Yin Z H, Yang S Z, Chen Q Y. Could analysts reduce stock price synchronicity:A textual analysis based on analyst report[J]. China Industrial Economics, 2019(1): 156-173. | |
29 | 周铭山, 林靖, 许年行. 分析师跟踪与股价同步性——基于过度反应视角的证据[J]. 管理科学学报, 2016, 19(6): 49-73. |
Zhou M S, Lin J, Xu N H. Star analyst coverage and stock price synchronicity: Empirical evidence based on market overreaction[J]. Journal of Management Sciences in China, 2016, 19(6): 49-73. | |
30 | Shen H, Liu R, Xiong H, et al. Economic policy uncertainty and stock price synchronicity: Evidence from China[J]. Pacific-Basin Finance Journal, 2021, 65: 101485. |
31 | Baker S R, Bloom N, Davis S J. Measuring economic policy uncertainty[J]. The Quarterly Journal of Economics, 2016, 131(4): 1593-1636. |
32 | Hsieh S F, Chan C Y, Wang M C. Retail investor attention and herding behavior[J]. Journal of Empirical Finance, 2020, 59: 109-132. |
33 | Andrei D, Friedman H, Ozel N B. Economic uncertainty and investor attention[J]. Journal of Financial Economics, 2023, 149(2): 179-217. |
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