Skip to main navigation Zum Hauptinhalt springen Skip to page footer

Gewinnprognosen: Realitätsverweigerung der Analysten

Von Kilian Bizer, Ibrahim Filiz, Florian Kirchhoff, Thomas Nahmer, Markus Spiwoks und Peter von Holten

sofia Diskussionsbeiträge 2025, No. 7  https://doi.org/10.46850/sofia.9783947850174

In der vorliegenden Studie werden Prognosen zur Entwicklung der Unternehmensgewinne in der US-amerikanischen Volkswirtschaft untersucht. Der Prognosegegenstand ist die prozentuale Veränderung der „Pre-Tax Corporate Profits“ gegenüber dem Vorjahr. Diese Prognosen liegen für den Zeitraum von 1990 bis 2024 vor. Die Prognosen weisen 24 unterschiedliche Prognosehorizonte auf (von 24 Monaten bis zu einem Monat). Sehr überraschend ist der Befund, dass der durchschnittliche Prognosefehler mit abnehmendem Prognosehorizont nicht zurückgeht. Das widerspricht bisherigen empirischen Befunden und ist ein Solitär im Bereich der volkswirtschaftlichen Makro-Prognosen. Darüber hinaus zeigt sich, dass die Prognostiker zum Herdenverhalten neigen, die Variabilität der Wirklichkeit unterschätzen und keineswegs zu optimistisch sind..

Access full article

References 

  1. Abarbanell, J. S. (1991). "Do analysts' earnings forecasts incorporate information in prior stock price changes?" Journal of Accounting and Economics, 14(2), 147-165, ISSN 0165-4101. https://doi.org/10.1016/0165-4101(91)90003-7
  2. Abarbanell, J. S. & Bernard, V. L. (1992). "Test of Analysts' Overreaction/Underreaction to Earn-ings Information as an Explanation for Anomalous Stock Price Behavior." The Journal of Finance, 47, 1181-1207. https://doi.org/10.1111/j.1540-6261.1992.tb04010.x
  3. Abarbanell, J. & Lehavy, R. (2003a). "Can Stock Recommendations Predict Earnings Manage-ment and Analysts' Earnings Forecast Errors?" Journal of Accounting Research, 41(1), 1-31. https://doi.org/10.1111/1475-679X.00093
  4. Abarbanell, J. & Lehavy, R. (2003b). "Biased forecasts or biased earnings? The role of reported earnings in explaining apparent bias and over/underreaction in analysts' earnings fore-casts." Journal of Accounting and Economics, 36 (1-3), 105-146. https://doi.org/10.1016/j.jacceco.2003.11.001
  5. Abernathy, J. L., Herrmann, D., Kang, T. & Krishnan, G. V. (2013). "Audit committee financial expertise and properties of analyst earnings forecasts." Advances in Accounting, 29(1), 1-11. https://doi.org/10.1016/j.adiac.2012.12.001
  6. Aboud, A., Roberts, C. & Zalata, A. M. (2018). "The impact of IFRS 8 on financial analysts' earn-ings forecast errors: EU evidence." Journal of International Accounting, Auditing and Taxation, 33, 2-17. https://doi.org/10.1016/j.intaccaudtax.2018.08.001
  7. Ackert, L. F. & Hunter, W. C. (1993). "Business Cycles and Analysts' Forecasts: Further Evidence of Rationality." Economic Review, 13-22.
  8. Ackert, L. F. & Hunter, W. C. (1994). "Rational Expectations and the Dynamic Adjustment of Security Analysts' Forecasts to New Information." Journal of Financial Research, 17, 387-401. https://doi.org/10.1111/j.1475-6803.1994.tb00200.x
  9. Ahmed, A. S., Nainar, S. M. K. & Zhou, J. (2005). "Do Analysts' Earnings Forecasts Fully Reflect the Information in Accruals?" Canadian Journal of Administrative Sciences, 22(4), 329-342. https://doi.org/10.1111/j.1936-4490.2005.tb00378.x
  10. Aiolfi, M., Rodriguez, M., & Timmermann, A. (2010). "Understanding Analysts' Earnings Expec-tations: Biases, Nonlinearities, and Predictability." Journal of Financial Econometrics, 8(3), 305-334. https://doi.org/10.1093/jjfinec/nbp024
  11. Ajinkya, B. B., Atiase, R. K. & Gift, M. J. (1991). "Volume of Trading and the Dispersion in Fi-nancial Analysts' Earnings Forecasts." The Accounting Review, 66(2), 389-401.
  12. Ajinkya, B. B. & Gift, M. J. (1985). "Dispersion of financial analysts' earnings forecasts and the (option model) implied standard deviations of stock returns." The Journal of Finance, 40(5), 1353-1365. https://doi.org/10.1111/j.1540-6261.1985.tb02387.x
  13. Ali, A., Klein, A. & Rosenfeld, J. (1992). "Analysts' Use of Information about Permanent and Transitory Earnings Components in Forecasting Annual EPS." The Accounting Review, 67, 183-198. 
  14. Amir, E. & Ganzach, Y. (1998). "Overreaction and underreaction in analysts' forecasts." Journal of Economic Behavior & Organization, 37(3), 333-347.
    https://doi.org/10.1016/S0167-2681(98)00092-4
  15. Amiram, D., Landsman, W. R., Owens, E. L. & Stubben, S. R. (2018). "How are analysts' fore-casts affected by high uncertainty?" Journal of Business Finance & Accounting, 45(3-4), 295-318. https://doi.org/10.1111/jbfa.12270
  16. Anagnostopoulou, S. C. (2010). "Does the capitalization of development costs improve analyst forecast accuracy? Evidence from the UK." Journal of International Financial Manage-ment & Accounting, 21(1), 62-83. https://doi.org/10.1111/j.1467-646X.2009.01036.x
  17. André, P., Filip, A. & Moldovan, R. (2016). "Segment disclosure quantity and quality under IFRS 8: Determinants and the effect on financial analysts' earnings forecast errors." The In-ternational Journal of Accounting, 51(4), 443-461. https://doi.org/10.1016/j.intacc.2016.10.008
  18. Ashbaugh, H. & Pincus, M. (2001). "Domestic accounting standards, international accounting standards, and the predictability of earnings." Journal of accounting research, 39(3), 417-434. https://doi.org/10.1111/1475-679X.00020
  19. Athavale, M., Myring, M. & Groeber, R. (2013). "Analyst earnings forecasts in BRIC countries." Journal of Applied Business and Economics, 14(5), 71-82.
  20. Avramov, D., Chordia, T., Jostova, G. & Philipov, A. (2009). "Dispersion in analysts' earnings forecasts and credit rating." Journal of Financial Economics, 91(1), 83-101. https://doi.org/10.1016/j.jfineco.2008.02.005
  21. Azevedo, V., Bielstein, P. & Gerhart, M. (2021). "Earnings forecasts: the case for combining analysts' estimates with a cross-sectional model." Review of Quantitative Finance and Accounting, 56(2), 545-579. https://doi.org/10.1007/s11156-020-00902-z
  22. Bae, K. H., Stulz, R. M. & Tan, H. (2008). "Do local analysts know more? A cross-country study of the performance of local analysts and foreign analysts." Journal of Financial Econom-ics, 88(3), 581-606. https://doi.org/10.1016/j.jfineco.2007.02.004
  23. Baginski, S. P. & Hassell, J. M. (1990). "The Market Interpretation of Management Earnings Forecasts as a Predictor of Subsequent Financial Analyst Forecast Revision." The Ac-counting Review, 65(1), 175-190.
  24. Ball, R. T. & Ghysels, E. (2018). "Automated earnings forecasts: Beat analysts or combine and conquer?" Management Science, 64(10), 4936-4952.
    https://doi.org/10.1287/mnsc.2017.2864
  25. Bandyopadhyay, S. P., Brown, L. D. & Richardson, G. D. (1995). "Analysts' use of earnings fore-casts in predicting stock returns: Forecast horizon effects." International Journal of Fore-casting, 11(3), 429-445. https://doi.org/10.1016/0169-2070(95)00593-0
  26. Barefield, R. M. & Comiskey, E. E. (1975). "The Accuracy of Analysts' Forecasts of Earning per Share." Journal of Business Research, 3, 241-252.
    https://doi.org/10.1016/0148-2963(75)90025-9
  27. Barefield, R. M., Comiskey, E. E. & McDonald, C. L. (1979). "Accuracy of Management and Security Analysts' Forecasts: Additional Evidence." Journal of Business Research, 7, 109-115. https://doi.org/10.1016/0148-2963(79)90001-8
  28. Barron, O. E., Byard, D., Kile, C. & Riedl, E. J. (2002). "High‐technology intangibles and ana-lysts' forecasts." Journal of Accounting Research, 40(2), 289-312.
    https://doi.org/10.1111/1475-679X.00048
  29. Barron, O. E., Byard, D. & Yu, Y. (2008). "Earnings surprises that motivate analysts to reduce average forecast error." The Accounting Review, 83(2), 303-325. https://doi.org/10.2308/accr.2008.83.2.303
  30. Barron, O. E., Kile, C. O. & O'Keefe, T. B. (1999). "MD&A Quality as Measured by the SEC and Analysts' Earnings Forecasts." Contemporary Accounting Research, 16(1), 75-109. https://doi.org/10.1111/j.1911-3846.1999.tb00575.x
  31. Barron, O. E. & Stuerke, P. S. (1998). "Dispersion in Analysts' Earnings Forecasts as a Measure of Uncertainty." Journal of Accounting, Auditing & Finance, 13(3), 245-270. https://doi.org/10.1177/0148558X9801300305
  32. Barth, M. E. & Hutton, A. P. (2004). "Analyst Earnings Forecast Revisions and the Pricing of Ac-cruals." Review of Accounting Studies, 9, 59-96.
    https://doi.org/10.1023/B:RAST.0000013629.59222.df
  33. Bartley, J. W. & Cameron, A. B. (1991). "Long Run Earnings Forecasts by Managers and Finan-cial Analysts." Journal of Business Finance & Accounting, 18, 21-41. https://doi.org/10.1111/j.1468-5957.1991.tb00577.x
  34. Basi, B. A., Carey, K. J. & Twark, R. D. (1976). "A Comparison of the Accuracy of Corporate and Securities Analysts' Forecasts of Earnings." The Accounting Review, 51, 321-330.
  35. Basu, S., Hwang, L. S. & Jan, C.-L. (1998). "International Variation in Accounting Measurement Rules and Analysts' Earnings Forecast Errors." Journal of Business Finance & Accounting, 25(9-10), 1207-1247. https://doi.org/10.1111/1468-5957.00234
  36. Basu, S. & Markov, S. (2004). "Loss function assumptions in rational expectations tests on fi-nancial analysts' earnings forecasts." Journal of Accounting and Economics, 38, 171-203. https://doi.org/10.1016/j.jacceco.2004.09.001
  37. Bathke, A. J., Hassel, J. M. & Lukawitz, J. M. (1991). "Relative Accuracy of Quarterly Earnings Forecast Announcements." Advances in Accounting, 9, 19-33.
  38. Beckers, S., Steliaros, M. & Thomson, A. (2004). "Bias in European Analysts' Earnings Fore-casts." Financial Analysts Journal, 60(2), 74-85.
    https://doi.org/10.2469/faj.v60.n2.2611
  39. Behn, B. K., Choi, J. H. & Kang, T. (2008). "Audit quality and properties of analyst earnings forecasts." The Accounting Review, 83(2), 327-349.
    https://doi.org/10.2308/accr.2008.83.2.327
  40. Berger, P. G., Ham, C. G. & Z. R. Kaplan. (2019). "Do Analysts Say Anything About Earnings Without Revising Their Earnings Forecasts?" The Accounting Review, 94 (2), 29-52. https://doi.org/10.2308/accr-52164
  41. Black, E. L. & Carnes, T. A. (2006). "Analysts' forecasts in Asian‐Pacific Markets: The relation-ship among macroeconomic factors, accounting systems, bias and accuracy." Journal of International Financial Management & Accounting, 17(3), 208-227. https://doi.org/10.1111/j.1467-646X.2006.00127.x
  42. Bochkay, K. & Levine, C. B. (2019). "Using MD&A to improve earnings forecasts." Journal of Accounting, Auditing & Finance, 34(3), 458-482.
    https://doi.org/10.1177/0148558X17722919
  43. Bradshaw, M. T., Christensen, T. E., Gee, K. H. & Whipple, B. C. (2018). "Analysts' GAAP earn-ings forecasts and their implications for accounting research." Journal of Accounting and Economics, 66(1), 46-66. https://doi.org/10.1016/j.jacceco.2018.01.003
  44. Bradshaw, M., Drake, M., Myers, J. & Myers, L. (2012). "A re-examination of analysts' superiori-ty over time-series forecasts of annual earnings." Review of Accounting Studies, 17(4), 944-968. https://doi.org/10.1007/s11142-012-9185-8
  45. Bradshaw, M. T., Lee, L. F. & Peterson, K. (2016). "The interactive role of difficulty and incen-tives in explaining the annual earnings forecast walkdown." The Accounting Review, 91(4), 995-1021. https://doi.org/10.2308/accr-51398
  46. Bratten, B., Larocque, S. & Yohn, T. L. (2023). "Filling in the GAAPs in individual analysts' street earnings forecasts." Management Science, 69(8), 4790-4809.
    https://doi.org/10.1287/mnsc.2022.4553
  47. Brous, P. A. & Kini, O. (1993). "A reexamination of analysts' earnings forecasts for takeover targets." Journal of Financial Economics, 33(2), 201-225.
    doi.org/10.1016/0304-405X(93)90004-U
  48. Brown, L. D. (1983). "Accounting Changes and the Accuracy of Analysts' Earnings Forecasts." Journal of Accounting Research, 21(2), 432-443.
    https://doi.org/10.2307/2490783
  49. Brown, L. D. (1996). "Analyst Forecasting Errors and Their Implications for Security Analysis: An Alternative Perspective." Financial Analysts Journal, 52, 40-47. https://doi.org/10.2469/faj.v52.n1.1965
  50. Brown, L. D. (1997). "Analyst Forecasting Errors: Additional Evidence." Financial Analysts Jour-nal, 53, 81-88.
    https://doi.org/10.2469/faj.v53.n6.2133
  51. Brown, L. D. (2001). "A Temporal Analysis of Earnings Surprise: Profits versus Losses." Journal of Accounting Research, 39, 221-241.
    https://doi.org/10.1111/1475-679X.00010
  52. Brown, L. D., Call, A. C., Clement, M. B. & Sharp, N. Y. (2015). "Inside the 'Black Box' of Sell-Side Financial Analysts." Journal of Accounting Research, 53(1), 1-47. https://doi.org/10.1111/1475-679X.12067
  53. Brown, P., Foster, G. & Noreen, E. (1985). "Security analyst multi-year earnings forecasts and the capital market." Studies in Accounting Research, 21.
  54. Brown, L., Griffin, P., Hagerman, L. & Zmijewski, M. (1987a). "Security analyst superiority rela-tive to univariate time-series models in forecasting quarterly earnings." Journal of Ac-counting and Economics 9, 61-87. https://doi.org/10.1016/0165-4101(87)90017-6
  55. Brown, L. D. & Mohammad, E. (2010). "Is analyst earnings forecast ability only firm specific?" Contemporary Accounting Research, 27(3), 727-750.
    https://doi.org/10.1111/j.1911-3846.2010.01025.x
  56. Brown, L. D., Richardson, G. D. & Schwager, S. J. (1987b). "The Information Interpretation of Financial Analysts Superiority in Forecasting Earnings." Journal of Accounting Research, 25, 49-67. https://doi.org/10.2307/2491258
  57. Brown, L. & Rozeff, M. (1978). "The superiority of analyst forecasts as measures of expecta-tions: Evidence from earnings." The Journal of Finance, 33(1), 1-16. https://doi.org/10.1111/j.1540-6261.1978.tb03385.x
  58. Brown, L. D. & Zhou, L. (2015). "Interactions between analysts' and managers' earnings fore-casts." International Journal of Forecasting, 31(2), 501-514.
    https://doi.org/10.1016/j.ijforecast.2014.10.002
  59. Butler, K. C. & Lang, L. H. (1991). "The Forecast Accuracy of Individual Analysts: Evidence of Systematic Optimism and Pessimism." Journal of Accounting Research, 29, 150-156. https://doi.org/10.2307/2491033
  60. Butler, K. C. & Saraoglu, H. (1999). "Improving Analysts' Negative Earnings Forecasts." Financial Analysts Journal, 55, 48-56.
    https://doi.org/10.2469/faj.v55.n3.2271
  61. Call, A. C., Chen, S. & Tong, Y. H. (2009). "Are analysts' earnings forecasts more accurate when accompanied by cash flow forecasts?" Review of Accounting Studies, 14, 358-391. https://doi.org/10.1007/s11142-009-9086-7
  62. Call, A. C., Hewitt, M., Watkins, J. & Yohn, T. L. (2021). "Analysts' annual earnings forecasts and changes to the I/B/E/S database." Review of Accounting Studies, 26, 1-36. https://doi.org/10.1007/s11142-020-09560-x
  63. Capstaff, J., Paudyal, K. & Rees, W. (1995). "The Accuracy and Rationality of Earnings Forecast by UK Analysts." Journal of Business Finance & Accounting, 22, 69-87. https://doi.org/10.1111/j.1468-5957.1995.tb00672.x
  64. Capstaff, J., Paudyal, K. & Rees, W. (1998). "Analysts' Forecasts of German Firms' Earnings: A Comparative Analysis." Journal of International Financial Management & Accounting, 9, 83-116. https://doi.org/10.1111/1467-646X.00032
  65. capstaff, J., Paudyal, K. & Rees, W. (2001). "A Comparative Analysis of Earnings Forecasts in Europe." Journal of Business Finance & Accounting, 28, 531-562. https://doi.org/10.1111/1468-5957.00384
  66. Cen, L., Hilary, G., & Wei, K. C. J. (2013). "The Role of Anchoring Bias in the Equity Market: Evidence from Analysts' Earnings Forecasts and Stock Returns." Journal of Financial and Quantitative Analysis, 48(1), 47-76. https://doi.org/10.1017/S0022109012000609
  67. Ciftci, M., Mashruwala, R. & Weiss, D. (2016). "Implications of Cost Behavior for Analysts' Earn-ings Forecasts Available to Purchase." Journal of Management Accounting Research, 28(1), 57-80. https://doi.org/10.2308/jmar-51073
  68. Chalmers, K., Clinch, G., Godfrey, J. M. & Wei, Z. (2012). "Intangible assets, IFRS and analysts' earnings forecasts." Accounting & Finance, 52(3), 691-721.
    https://doi.org/10.1111/j.1467-629X.2011.00424.x
  69. Chan, L. K. C., Karceski, J. & Lakonishok, J. (2007). "Analysts' Conflicts of Interest and Biases in Earnings Forecasts." Journal of Financial and Quantitative Analysis, 42(4), 893-913. https://doi.org/10.1017/S0022109000003434
  70. Chatfield, R. E., Moyer, R. C. & Sisneros, P. M. (1989). "The Accuracy of Long-Term Earnings Forecasts for Industrial Firms." Quarterly Journal of Business and Economics, 28(3), 91-104.
  71. Chopra, V. K. (1998). "Why so much error in analysts' earnings forecasts?" Financial Analysts Journal, 54(6), 35-42.
    https://doi.org/10.2469/faj.v54.n6.2223
  72. Ciccone, S. J. (2005). "Trends in analyst earnings forecast properties." International Review of Financial Analysis, 14(1), 1-22.
    https://doi.org/10.1016/j.irfa.2004.06.001
  73. Claus, J., & Thomas, J. (2001). "Equity Premia as Low as Three Percent? Evidence from Analysts' Earnings Forecasts for Domestic and International Stock Markets." The Journal of Fi-nance, 56(5), 1629-1666. https://doi.org/10.1111/0022-1082.00384
  74. Clement, M. B. (1999). "Analyst forecast accuracy: Do ability, resources, and portfolio complexi-ty matter?" Journal of Accounting and Economics, 27(3), 285-303. https://doi.org/10.1016/S0165-4101(99)00013-0
  75. Clement, M. B., Koonce, L. & Lopez, T. J. (2007). "The roles of task-specific forecasting experi-ence and innate ability in understanding analyst forecasting performance." Journal of Accounting and Economics, 44(3), 378-398. https://doi.org/10.1016/j.jacceco.2007.04.002
  76. Coën, A., Desfleurs, A. & L'Her, J. F. (2009). "International evidence on the relative importance of the determinants of earnings forecast accuracy." Journal of Economics and Business, 61(6), 453-471. https://doi.org/10.1016/j.jeconbus.2009.06.004
  77. Cohen, D. A. & Lys, T. Z. (2003). "A note on analysts' earnings forecast errors distribution." Journal of Accounting and Economics, 36(1-3), 147-164.
    https://doi.org/10.1016/j.jacceco.2003.11.002
  78. Conroy, R. M. & Harris, R. S. (1995). "Analysts' earnings forecasts in Japan: Accuracy and sell-side optimism." Pacific-Basin Finance Journal, 3(4), 393-408.
    https://doi.org/10.1016/0927-538X(95)00014-C
  79. Conroy, R. M. & Harris, R. S. (1987). "Consensus Forecasts of Corporate Earnings: Analysts' Forecasts and Time Series Methods." Management Science, 33, 725-738. https://doi.org/10.1287/mnsc.33.6.725
  80. Constantinou, C. P., Forbes, W. P. & Skerratt, L. (2003). "Analyst Underreaction in the United Kingdom." Financial Management, 32, 93-106.
    https://doi.org/10.2307/3666338
  81. Cooper, R. A., Day, T. E. & Lewis, C. M. (2001). "Following the leader: a study of individual analysts' earnings forecasts." Journal of Financial Economics, 61(3), 383-416. https://doi.org/10.1016/S0304-405X(01)00067-8
  82. Cordeiro, J. J. & Kent Jr., D. D. (2001). "Do EVA™ adopters outperform their industry peers? Evidence from security analyst earnings forecasts." American Business Review, 19(2), 57-63.
  83. Cotter, J., Tarca, A. & Wee, M. (2012). "IFRS adoption and analysts' earnings forecasts: Austral-ian evidence." Accounting & Finance, 52(2), 395-419.
    https://doi.org/10.1111/j.1467-629X.2010.00392.x
  84. Cragg, J. G. & Malkiel, B. G. (1968). "The Consensus and Accuracy of Some Predictions of the Growth of Corporate Earnings." The Journal of Finance, 23, 67-84. https://doi.org/10.1111/j.1540-6261.1968.tb02998.x
  85. Crichfield, T., Dyckman, T. & Lakonishok, J. (1978). "An Evaluation of Security Analysts' Fore-casts." The Accounting Review, 53, 651-668.
  86. Das, S. (1998). "Financial Analysts' Earnings Forecast for Loss Firms." Managerial Finance, 24, 39-50. https://doi.org/10.1108/03074359810765570
  87. Das, S. & Saudagaran, S. M. (1998). "Accuracy, Bias and Dispersion in Analysts' Earnings Fore-casts: The Case of Cross-Listed Foreign Firms." Journal of International Financial Man-agement and Accounting, 9, 16-33. https://doi.org/10.1111/1467-646X.00028
  88. Datta, S., Iskandar-Datta, M. & Sharma, V. (2011). "Product market pricing power, industry con-centration and analysts' earnings forecasts." Journal of Banking & Finance, 35(6), 1352-1366. https://doi.org/10.1016/j.jbankfin.2010.10.016
  89. Datta, S., Doan, T. & Iskandar-Datta, M. (2022). "Top executives' gender and analysts' earnings forecasts." Finance Research Letters, 47. https://doi.org/10.1016/j.frl.2022.102965
  90. De Bondt, W. F. M. & Forbes, W. P. (1999). "Herding in analyst earnings forecasts: evidence from the United Kingdom." European Financial Management, 5(2), 143-163. https://doi.org/10.1111/1468-036X.00087
  91. De Bondt, W. F. M. & Thaler, R. (1990). "Do Security Analysts Overreact?" American Economic Review, 80, 52-57.
  92. Dick‐Nielsen, J., Gyntelberg, J. & Thimsen, C. (2022). "The cost of capital for banks: Evidence from analyst earnings forecasts." The Journal of Finance, 77(5), 2577-2611. https://doi.org/10.1111/jofi.13168
  93. Ding, X., Tan, W. & Kang, Y. (2021). "The spillover effect of regulatory penalties on manage-ment and analysts' earnings forecasts: Empirical evidence based on directors networks in China." International Review of Economics & Finance, 76, 502-515. https://doi.org/10.1016/j.iref.2021.07.003
  94. Dolvin, S. D., Pyles, M. K. & Wu, Q. (2009). "Analysts get SAD too: The effect of seasonal affec-tive disorder on stock analysts' earnings estimates." The Journal of Behavioral Finance, 10(4), 214-225. https://doi.org/10.1080/15427560903372809
  95. Dreman, D. N. & Berry, M. A. (1995). "Analyst Forecasting Errors and Their Implications for Se-curity Analysis." Financial Analysts Journal, 51, 30-41.
    https://doi.org/10.2469/faj.v51.n3.1903
  96. Dugar, A. & Nathan, S. (1995). "The Effect of Investment Banking Relationships on Financial Analysts' Earnings Forecasts and Investment Recommendations." Contemporary Ac-counting Research, 12(1), 131-160. https://doi.org/10.1111/j.1911-3846.1995.tb00484.x
  97. Dunn, K. & Nathan, S. (1998). "The effect of industry diversification on consensus and individual analysts' earnings forecasts." Available at SSRN 102908.
    https://doi.org/10.2139/ssrn.102908
  98. Eames, M. J. & Glover, S. M. (2003). "Earnings Predictability and the Direction of Analysts' Earn-ings Forecast Errors." The Accounting Review, 78 (3), 707-724. https://doi.org/10.2308/accr.2003.78.3.707
  99. Easterwood, J. C. & Nutt, S. R. (1999). "Inefficiency in Analysts' Earnings Forecasts: Systematic Misreaction or Systematic Optimism?" The Journal of Finance, 54(5), 1777-1797. https://doi.org/10.1111/0022-1082.00166
  100. Elgers, P. T. & Lo, M. H. (1994). "Reductions in analysts' annual earnings forecast errors using information in prior earnings and security returns." Journal of accounting research, 32(2), 290-303. https://doi.org/10.2307/2491287
  101. Elton, E. J. & Gruber, M. J. (1972). "Earnings Estimate and the Accuracy of Expectational Data." Management Science, 18, 409-424.
    https://doi.org/10.1287/mnsc.18.8.B409
  102. Ely, K. M. & Mande, V. (1996). "The Interdependent Use of Earnings and Dividends in Financial Analysts' Earnings Forecasts." Contemporary Accounting Research, 13(2), 435-456. https://doi.org/10.1111/j.1911-3846.1996.tb00510.x
  103. Eng, L. & Teo, K. (1999). "The Relation Between Annual Report Disclosures, Analysts' Earnings Forecasts and Analyst Following: Evidence From Singapore," Pacific Accounting Review, 11(1/2), 219-239. https://doi.org/10.1108/eb037944
  104. Ertimur, Y., Mayew, W. J. & Stubben, S. R. (2011). "Analyst reputation and the issuance of dis-aggregated earnings forecasts to I/B/E/S." Review of Accounting Studies, 16, 29-58. https://doi.org/10.1007/s11142-009-9116-5
  105. Feldman, R., Livnat, J. & Zhang, Y. (2019). "Analysts' earnings forecast, recommendation and target price revisions." SSRN: https://ssrn.com/abstract=1883819.
  106. Filiz, I., Judek, J. R., Lorenz, M. & Spiwoks, M. (2021). "Sticky Stock Market Analysts," in: Jour-nal of Risk and Financial Management, 14(12), 1-27.
    https://doi.org/10.3390/jrfm14120593
  107. Firth, M. & Gift, M. (1999). "An international comparison of analysis' earnings forecast accura-cy." International Advances in Economic Research, 5(1), 56-64. https://doi.org/10.1007/BF02295031
  108. Fraser, P. & MacDonald, R. (1993). "The efficiency of CAC stock price forecasts: A survey-based perspective." Revue Économique, 44, 991-1000.
    https://doi.org/10.3406/reco.1993.409492
  109. Fried, D. & Givoly, D. (1982). "Financial Analysts' Forecasts of Earnings: A Better Surrogate for Market Expectations." Journal of Accounting & Economics, 4, 85-107. https://doi.org/10.1016/0165-4101(82)90015-5
  110. Friesen, G. & Weller, P. A. (2006). "Quantifying cognitive biases in analyst earnings forecasts." Journal of Financial Markets, 9(4), 333-365.
    https://doi.org/10.1016/j.finmar.2006.07.001
  111. Fujiwara, I., Ichiue, H., Nakazono, Y. & Shigemi, Y. (2013). "Financial markets forecasts revisit-ed: Are they rational, stubborn, or jumpy?" Economics Letters, 118, 526-30. https://doi.org/10.1016/j.econlet.2012.12.037
  112. Garrido-Miralles, P. & Sanabria-García, S. (2014). "The impact of mandatory IFRS adoption on financial analysts' earnings forecasts in Spain." Spanish Journal of Finance and Account-ing/Revista Espanola de Financiacion y Contabilidad, 43(2), 111-131. https://doi.org/10.1080/02102412.2014.911587
  113. Glaum, M., Baetge, J., Grothe, A. & Oberdörster, T. (2011). "Introduction of International Ac-counting Standards, Disclosure Quality and Accuracy of Analysts' Earnings Forecasts." European Accounting Review, 22(1), 79-116. https://doi.org/10.1080/09638180.2011.558301
  114. Givoly, D. (1985). "The Formation of Earnings Expectations." The Accounting Review, 60, 372-386.
  115. Givoly, D. & Lakonishok, J. (1980). "Financial analysts' forecasts of earnings: Their value to in-vestors." Journal of Banking & Finance, 4(3), 221-233.
    https://doi.org/10.1016/0378-4266(80)90020-5
  116. Groysberg, B., Healy, P. & Chapman, C. (2008). "Buy-Side vs. Sell-Side Analysts' Earnings Fore-casts." Financial Analysts Journal, 64(4), 25-39.
    https://doi.org/10.2469/faj.v64.n4.3
  117. Gu, F. & Wang, W. (2005). "Intangible assets, information complexity, and analysts' earnings forecasts." Journal of Business Finance & Accounting, 32(9‐10), 1673-1702. https://doi.org/10.1111/j.0306-686X.2005.00644.x
  118. Gul, F. A., Hutchinson, M. & Lai, K. M. Y. (2013). "Gender-Diverse Boards and Properties of Analyst Earnings Forecasts." Accounting Horizons, 27(3), 511-538. https://doi.org/10.2308/acch-50486
  119. Guttman, I. (2010). "The Timing of Analysts' Earnings Forecasts." The Accounting Review, 85(2), 513-545.
    https://doi.org/10.2308/accr.2010.85.2.513
  120. Hall, J. L. & Tacon, P. B. (2010). "Forecast accuracy and stock recommendations." Journal of Contemporary Accounting & Economics, 6(1), 18-33.
    https://doi.org/10.1016/j.jcae.2010.04.003
  121. Han, B. H. & Manry, D. (2000). "The implications of dispersion in analysts' earnings forecasts for future ROE and future returns." Journal of Business Finance & Accounting, 27(1-2), 99-125. https://doi.org/10.1111/1468-5957.00307
  122. Harris, R. D. (1999). "The Accuracy, Bias and Efficiency of Analysts' Long Run Earnings Growth Forecast." Journal of Business Finance & Accounting, 26, 725-755. https://doi.org/10.1111/1468-5957.00273
  123. Harris, R. D. & Wang, P. (2019). "Model-based earnings forecasts vs. financial analysts' earnings forecasts." The British Accounting Review, 51(4), 424-437.
    https://doi.org/10.1016/j.bar.2018.10.002
  124. Hassel, J. M. & Jennings, R. H. (1986). "Relative Forecast Accuracy and the Timing of Earnings Forecast Announcement." Accounting Review, 61, 58-75.
  125. Helbok, G. & Walker, M. (2004). "On the nature and rationality of analysts' forecasts under earnings conservatism." The British Accounting Review, 36(1), 45-77. https://doi.org/10.1016/j.bar.2003.07.001
  126. Hodgdon, C., Tondkar, R. H., Harless, D. W. & Adhikari, A. (2008). "Compliance with IFRS dis-closure requirements and individual analysts' forecast errors." Journal of international accounting, auditing and taxation, 17(1), 1-13. https://doi.org/10.1016/j.intaccaudtax.2008.01.002
  127. Hong, H. & Kubik, J. D. (2003). "Analyzing the Analysts: Career Concerns and Biased Earnings Forecasts." The Journal of Finance, 58(1), 313-351.
    https://doi.org/10.1111/1540-6261.00526
  128. Hong, H., Kubik, J. D. & Solomon, A. (2000). "Security analysts' career concerns and herding of earnings forecasts." The RAND Journal of Economics, 31(1), 121-144. https://doi.org/10.2307/2601032
  129. Hope, O. K. (2003). "Disclosure practices, enforcement of accounting standards, and analysts' forecast accuracy: An international study." Journal of accounting research, 41(2), 235-272. https://doi.org/10.1111/1475-679X.00102
  130. Hope, O. K. & Kang, T. (2005). "The association between macroeconomic uncertainty and ana-lysts' forecast accuracy." Journal of International Accounting Research, 4(1), 23-38. https://doi.org/10.2308/jiar.2005.4.1.23
  131. Horton, J., Serafeim, G. & Serafeim, I. (2013). "Does mandatory IFRS adoption improve the in-formation environment?" Contemporary accounting research, 30(1), 388-423. https://doi.org/10.1111/j.1911-3846.2012.01159.x
  132. Hou, J., Zhao, S. & Yang, H. (2018). "Security analysts' earnings forecasting performance based on information transmission network." Physica A: Statistical Mechanics and Its Applica-tions, 509, 611-619. https://doi.org/10.1016/j.physa.2018.06.093
  133. Hou, T. C. T. & Gao, S. (2021). "The impact of economic freedom on financial analysts' earnings forecast: Evidence from the Asia-Pacific region." Finance Research Letters, 43, 102009. https://doi.org/10.1016/j.frl.2021.102009
  134. Hribar, P. & McInnis, J. (2011). "Investor Sentiment and Analysts' Earnings Forecast Errors." Management Science, 58(2), 293-307.
    https://doi.org/10.1287/mnsc.1110.1356 
  135. Hsu, D. & Chiao, C. (2011). "Relative accuracy of analysts' earnings forecasts over time: a Mar-kov chain analysis." Review of Quantitative Finance and Accounting, 37(4), 477-507. https://doi.org/10.1007/s11156-010-0214-z
  136. Hu, J., Long, W., Luo, L. & Peng, Y. (2021). "Share pledging and optimism in analyst earnings forecasts: Evidence from China." Journal of Banking & Finance, 132, 106245. https://doi.org/10.1016/j.jbankfin.2021.106245
  137. Huang, S. X., Pereira, R. & Wang, C. (2017). "Analyst Coverage and the Likelihood of Meeting or Beating Analyst Earnings Forecasts." Contemporary Accounting Research, 34(2), 871-899. https://doi.org/10.1111/1911-3846.12289
  138. Huang, W. & Wright, B. (2015). "Analyst earnings forecast under complex corporate ownership in China." Journal of International Financial Markets, Institutions and Money, 35, 69-84. https://doi.org/10.1016/j.intfin.2015.01.003
  139. Huberts, L. C. & Fuller, R. J. (1995). "Predictability Bias in the U.S. Equity Market." Financial Analysts Journal, 51, 12-28.
    https://doi.org/10.2469/faj.v51.n2.1877
  140. Hunton, J. E. & McEwen, R. A. (1997). "An Assessment of the Relation between Analysts' Earn-ings Forecast Accuracy, Motivational Incentives and Cognitive Information Search Strat-egy." The Accounting Review, 72(4), 497-515.
  141. Hussain, S. (1997). "The impact of segment definition on the accuracy of analysts' earnings forecasts." Accounting and Business Research, 27(2), 145-156.
    https://doi.org/10.1080/00014788.1997.9729540
  142. Hutton, A. P. (2005). "Determinants of Managerial Earnings Guidance Prior to Regulation Fair Disclosure and Bias in Analysts' Earnings Forecasts." Contemporary Accounting Re-search, 22(4), 867-914. https://doi.org/10.1506/6QUR-CR5M-AQQX-KX1A
  143. Hutton, A. P., Lee, L. F. & Shu, S. Z. (2012). "Do Managers Always Know Better? The Relative Accuracy of Management and Analyst Forecasts." Journal of Accounting Research, 50(5), 1217-1244. https://doi.org/10.1111/j.1475-679X.2012.00461.x
  144. Hwang, L.-S., Jan, C.-L. & Basu, S. (1996). "Loss Firms and Analysts' Earnings Forecast Errors." The Journal of Financial Statement Analysis, 1(2), SSRN: https://ssrn.com/abstract=2428819.
  145. Ibbotson, R. G. & Kaplan, P. D. (2000). Does Asset Allocation Policy Explain 40, 90, or 100 Per-cent of Performance? Financial Analysts Journal, 56(1), 26-33.
    https://doi.org/10.2469/faj.v56.n1.2327 
  146. Imhoff, E. A. (1978). "Representativeness of Management Earnings Forecasts." The Accounting Review, 53, 836-850.
  147. Imhoff, E. A. & Paré, P. V. (1982). "Analysis of Earnings Forecast Agents." Journal of Account-ing Research, 20, 429-439. https://doi.org/10.2307/2490750
  148. Jacob, J., Lys, T. Z. & Neale, M. A. (1999). "Expertise in forecasting performance of security ana-lysts." Journal of Accounting and Economics, 28(1), 51-82.
    https://doi.org/10.1016/S0165-4101(99)00016-6
  149. Jaggi, B. & Jain, R. (1998). "An evaluation of financial analysts' earnings forecasts for Hong Kong firms." Journal of International Financial Management & Accounting, 9(3), 177-200. https://doi.org/10.1111/1467-646X.00036 
  150. Jennings, R. (1987). "Unsystematic Security Price Movements, Management Earnings Forecasts, and Revisions in Consensus Analyst Earnings Forecasts." Journal of Accounting Re-search, 25(1), 90-110. https://doi.org/10.2307/2491260
  151. Jiao, Y. (2024). "Managing decision fatigue: Evidence from analysts' earnings forecasts." Jour-nal of Accounting and Economics, 77(1), 101615.
    https://doi.org/10.1016/j.jacceco.2023.101615
  152. Jung, D. J. (2005). "A critical review on analyst's earnings forecasts." Academy of Banking Stud-ies Journal, 4(1/2), 47.
  153. Kendall, M. G. (1962). "Rank correlation methods." 3rd edition, New York: Hafner.
  154. Kendall, M. G. (1949). "Rank and product-moment correlation." Biometrika, 36, 177-193. https://doi.org/10.1093/biomet/36.1-2.177
  155. Kendall, M. G. & Gibbons, J. D. (1990). "Rank correlation methods." (5th ed.). New York: Ox-ford University Press.
  156. Kang, S.-H., O'Brien, J. & Sivaramakrishnan, K. (1994). "Analysts' Interim Earnings Forecasts: Evidence on the Forecasting Process." Journal of Accounting Research, 32, 103-112. https://doi.org/10.2307/2491389 
  157. Keane, M. P. & Runkle, D. E. (1998). "Are Financial Analysts' Forecasts of Corporate Profits Ra-tional?" Journal of Political Economy, 106, 768-805.
    https://doi.org/10.1086/250029
  158. Keskek, S., Tse, S. & Tucker, J. W. (2014). "Analyst information production and the timing of annual earnings forecasts." Review of Accounting Studies, 19, 1504-1531. https://doi.org/10.1007/s11142-014-9278-7
  159. Keung, E. C. (2010). "Do Supplementary Sales Forecasts Increase the Credibility of Financial Analysts' Earnings Forecasts?" The Accounting Review, 85(6), 2047-2074. https://doi.org/10.2308/accr.2010.85.6.2047
  160. Kim, M. & Prather-Kinsey, J. (2010). "An additional source of financial analysts' earnings fore-cast errors: Imperfect adjustments for cost behavior." Journal of Accounting, Auditing & Finance, 25(1), 27-51. https://doi.org/10.1177/0148558X1002500102
  161. Kim, Y. & Song, M. (2015). "Management Earnings Forecasts and Value of Analyst Forecast Revisions." Management Science, 61(7), 1663-1683.
    https://doi.org/10.1287/mnsc.2014.1920
  162. Klein, A. (1990). "A Direct Test of the Cognitive Bias Theory of Share Price Reversals." Account-ing and Economics, 13, 155-166. https://doi.org/10.1016/0165-4101(90)90028-3
  163. Kodde, D. A. & Schreuder, H. (1984). "Forecasting Corporate Revenue and Profit: Time-Series Models versus Management and Analysts." Journal of Business Finance & Accounting, 11, 381-395. https://doi.org/10.1111/j.1468-5957.1984.tb00757.x
  164. Kothari, S. P., So, E. & Verdi, R. (2016). "Analysts' forecasts and asset pricing: A survey. Annual Review of Financial Economics." 8(1), 197-219. https://doi.org/10.1146/annurev-financial-121415-032930
  165. Kross, W., Ro, B. & Schroeder, D. (1990). "Earnings Expectations: The Analysts' Information Advantage." The Accounting Review, 65(2), 461-476.
  166. Kubota, K., Suda, K. & Takehara, H. (2010). "Dissemination of Accruals Information, Role of Semi‐Annual Reporting, and Analysts' Earnings Forecasts: Evidence from Japan." Journal of International Financial Management & Accounting, 21(2), 120-160. https://doi.org/10.1111/j.1467-646X.2010.01038.x
  167. Kwag, S. W. A. & Small, K. (2007). "The impact of regulation fair disclosure on earnings man-agement and analyst forecast bias." Journal of Economics and Finance, 31(1), 87-98. https://doi.org/10.1007/BF02751514
  168. Lacina, M., Lee, B. B. & Xu, R. Z. (2011). "An evaluation of financial analysts and naïve methods in forecasting long-term earnings." In Advances in business and management forecast-ing, 8, 77-101. https://doi.org/10.1108/S1477-4070(2011)0000008009
  169. Lakonishok, J. (1980). "Stock market return expectations: Some general properties." The Journal of Finance, 35, 921-931. https://doi.org/10.1111/j.1540-6261.1980.tb03510.x
  170. Lambert, D., Matolcsy, Z. & Wyatt, A. (2015). "Analysts' earnings forecasts and technological conditions in the firm's investment environment." Journal of Contemporary Accounting & Economics, 11(2), 104-120. https://doi.org/10.1016/j.jcae.2015.01.002
  171. Lang, M. H. & Lundholm, R. J. (1996). "Corporate disclosure policy and analyst behavior." Ac-counting review, 467-492.
  172. Larocque, S. (2013). "Analysts' earnings forecast errors and cost of equity capital estimates." Review of Accounting Studies, 18, 135-166. https://doi.org/10.1007/s11142-012-9207-6
  173. Le, C. H. A., Shan, Y. & Taylor, S. (2024). "International economic policy uncertainty and ana-lysts' earnings forecasts." Pacific-Basin Finance Journal, 85, 102403. https://doi.org/10.1016/j.pacfin.2024.102403
  174. Lee, S., Pandit, S. & Willis, R. H. (2013). "Equity method investments and sell-side analysts' in-formation environment." The Accounting Review, 88(6), 2089-2115. https://doi.org/10.2308/accr-50539
  175. Lehavy, R., Li, F. & Merkley, K. (2011). "The effect of annual report readability on analyst follow-ing and the properties of their earnings forecasts." The Accounting Review, 86(3), 1087-1115. https://doi.org/10.2308/accr.00000043 
  176. Lehmer, T., Lourie, B. & Shanthikumar, D. (2022). "Brokerage trading volume and analysts' earnings forecasts: a conflict of interest?" Review of Accounting Studies, 27, 441-476. https://doi.org/10.1007/s11142-021-09619-3
  177. Lim, C. Y., Lim, C. Y. & Lobo, G. J. (2013). "IAS 39 reclassification choice and analyst earnings forecast properties." Journal of accounting and public policy, 32(5), 342-356. https://doi.org/10.1016/j.jaccpubpol.2013.06.006
  178. Lim, E. (2025). "Balancing Multiple Goals: The Effects of Performance Shortfalls Relative to Aspi-rations vs. Analysts' Earnings Forecasts." Journal of Management Studies, 62(4), 1491-1523. https://doi.org/10.1111/joms.13111
  179. Lim, T. (2001). "Rationality and Analysts' Forecast Bias." The Journal of Finance, 56(1), 369-385.
    https://doi.org/10.1111/0022-1082.00329
  180. Liu, S. (2017). "The impact of equity incentive plans on analysts' earnings forecasts and stock recommendations for Chinese listed firms: An empirical study." Journal of International Accounting, Auditing and Taxation, 29, 1-13. https://doi.org/10.1016/j.intaccaudtax.2017.03.002
  181. Liu, Y., Yang, L. & Xiong, L. (2023). "Performance commitments and the properties of analyst earnings forecasts: Evidence from Chinese reverse merger firms." International Review of Financial Analysis, 89, 102775. https://doi.org/10.1016/j.irfa.2023.102775
  182. Loh, R. K. & Mian, M. (2003). "The quality of analysts' earnings forecasts during the Asian crisis: evidence from Singapore." Journal of Business Finance & Accounting, 30(5‐6), 749-770. https://doi.org/10.1111/1468-5957.05443
  183. Lui, Y. (1992). "An Evaluation of Security Analysts' Earnings Forecasts: Hong Kong Evidence." City Polytechnic of Hong Kong, Department of Economics and Finance, (No. 44). 
  184. Luo, K. & Wu, S. (2022). "Corporate sustainability and analysts' earnings forecast accuracy: Evidence from environmental, social and governance ratings. Corporate Social Responsi-bility and Environmental Management." 29(5), 1465-1481. https://doi.org/10.1002/csr.2284
  185. Lys, T. & Sohn, S. (1990). "The Association between Revisions of Financial Analysts' Earnings Forecasts and Security Price Changes." Journal of Accounting & Economics, 13, 341-364. https://doi.org/10.1016/0165-4101(90)90009-S
  186. Lys, T. & Soo, L. G. (1995). Analysts' forecast precision as a response to competition. Journal of Accounting, Auditing & Finance, 10(4), 751-765.
    https://doi.org/10.1177/0148558X9501000404
  187. Machuga, S. M., Pfeiffer, R. J. & Verma, K. (2002). "Economic value added, future accounting earnings, and financial analysts' earnings per share forecasts." Review of Quantitative Finance and Accounting, 18, 59-73. https://doi.org/10.1023/A:1013814328460
  188. Maines, L. A., McDaniel, L. S. & Harris, M. S. (1997). "Implications of proposed segment report-ing standards for financial analysts' investment judgments." Journal of Accounting Re-search, 35, 1-24. https://doi.org/10.2307/2491450
  189. Mamatzakis, E. & Bagntasarian, A. (2020). "The nexus between CEO incentives and analysts' earnings forecasts." International Journal of Finance & Economics, 26(4), 6205-6248. https://doi.org/10.1002/ijfe.2117
  190. Mande, V. & Son, M. (2012). "CEO Centrality and Meeting or Beating Analysts' Earnings Fore-casts." Journal of Business Finance & Accounting, 39(1-2), 82-112. https://doi.org/10.1111/j.1468-5957.2011.02262.x
  191. Mendenhall, R. R. (1991). "Evidence on the Possible Underweighting Earnings-Related Infor-mation." Journal of Accounting Research, 29, 170-179.
    https://doi.org/10.2307/2491035 
  192. Mensah, Y. M., Song, X. & Ho, S. S. M. (2004). "The Effect of Conservatism on Analysts' Annu-al Earnings Forecast Accuracy and Dispersion." Journal of Accounting, Auditing & Fi-nance, 19(2), 159-183. https://doi.org/10.1177/0148558X0401900203
  193. Mikhail, M. B., Walther, B. R. & Willis, R. H. (1997). "Do security analysts improve their perfor-mance with experience?" Journal of Accounting Research, 35, 131-157. https://doi.org/10.2307/2491458
  194. Mikhail, M. B., Walther, B. R. & Willis, R. H. (2003). "The Effect of Experience on Security Ana-lyst Underreaction." Journal of Accounting & Economics, 35, 101-116. https://doi.org/10.1016/S0165-4101(02)00099-X
  195. Miller, J. S. & Sedor, L. M. (2014). "Do stock prices influence analysts' earnings forecasts?" Be-havioral Research in Accounting, 26(1), 85-108.
    https://doi.org/10.2308/bria-50626
  196. Myring, M. & Wrege, W. (2009). "Analysts' earnings forecast accuracy and activity: A time-series analysis." Journal of Business & Economics Research, 7(5), 87-96. https://doi.org/10.19030/jber.v7i5.2295
  197. Noh, M., Park, H. & Cho, M. (2017). "The effect of the dependence on the work of other audi-tors on error in analysts' earnings forecasts." International Journal of Accounting & In-formation Management, 25(1), 110-136. https://doi.org/10.1108/IJAIM-11-2015-0077
  198. O'Brien, P. C. (1988). "Analysts' Forecasts as Earnings Expectations." Journal of Accounting & Economics, 10, 53-83. https://doi.org/10.1016/0165-4101(88)90023-7 
  199. O'Brien, P. C. (1990). "Forecast Accuracy of Individual Analysts in Nine Industries". Journal of Accounting Research, 28(2), 286-304.
    https://doi.org/10.2307/2491151
  200. Ogburn, W. F. (1934). "Studies in Prediction and the Distortion of Reality." Social Forces, 13(2), 224-229.
    https://doi.org/10.2307/2570338
  201. O'Hanlon, J. & Whiddett, R. (1991). "Do UK Security Analysts Overreact?" Accounting and Business Research, 22, 63-74.
    https://doi.org/10.1080/00014788.1991.9729419
  202. Orens, R. & Lybaert, N. (2007). "Does the financial analysts' usage of non-financial information influence the analysts' forecast accuracy? Some evidence from the Belgian sell-side fi-nancial analyst." The International Journal of Accounting, 42(3), 237-271. https://doi.org/10.1016/j.intacc.2007.06.002
  203. Patz, D. H. (1989). "UK Analysts' Earnings Forecasts." Accounting and Business Research, 19(75), 267-275. https://doi.org/10.1080/00014788.1989.9728856
  204. Peek, E. (2001). "Discretion in Financial Reporting and Properties of Analysts' Earnings Fore-casts." Tinbergen Institute Research Series No. 252.
  205. Rahman, J., Zhang, J. & Dong, S. (2019). "Factors Affecting the Accuracy of Analysts' Forecasts: A Review of the Literature." Academy of Accounting and Financial Studies Journal, 23(3), 1-18.
  206. Ramnath, S., Rock, S. & Shane, P. (2008). "The financial analyst forecasting literature: A taxon-omy with suggestions for further research." International Journal of Forecasting, 24(1), 34-75. https://doi.org/10.1016/j.ijforecast.2007.12.006
  207. Ramnath, S., Rock, S. & Shane, P. (2005). "Value line and I/B/E/S earnings forecasts." Interna-tional Journal of Forecasting, 21(1), 185-198.
    https://doi.org/10.1016/j.ijforecast.2004.02.002
  208. Richards, R. M. (1976). "Analysts' performance and the accuracy of corporate earnings fore-casts." The Journal of Business, 49(3), 350-357.
    https://doi.org/10.1086/295856
  209. Rothovius, T. (2003). "Empirical Evidence on Earnings and Analysts' Earnings Forecasts." Uni-versity of Vaasa, Acta Wasaensia, 110.
  210. Rouhou, N. C., Douagi, W. B. M. & Hussainey, K. (2015). "The effect of IFRS enforcement fac-tors on analysts' earnings forecasts accuracy." Corporate Ownership and Control, 13(1) (continued 2), 266-282. https://doi.org/10.22495/cocv13i1c2p5
  211. Ruland, W. (1978). "The Accuracy of Forecasts by Management and by Financial Analysts." The Accounting Review, 53, 439-447.
  212. Schipper, K. (1991). "Analysts' forecasts." Accounting Horizons, 5(4), 105-121.
  213. Schreuder, H. & Klaassen, J. (1984). "Confidential Revenue and Profit Forecasts by Management and Financial Analysts: Evidence from the Netherlands." The Accounting Review, 59, 64-77.
  214. Sharpe, S. A. & Gil de Rubio Cruz, A. (2024). "Predicting Analysts' S&P 500 Earnings Forecast Errors and Stock Market Returns using Macroeconomic Data and Nowcasts." Finance and Economics Discussion Series, FEDS, 49. https://doi.org/10.17016/feds.2024.049
  215. Sinha, P., Brown, L. D. & Das, S. (1997). "A Re-Examination of Financial Analysts' Differential Earnings Forecast Accuracy." Contemporary Accounting Research, 14(1), 1-42. https://doi.org/10.1111/j.1911-3846.1997.tb00518.x
  216. Smith Raedy, J., Shane, P. & Yang, Y. (2006). "Horizon-Dependent Underreaction in Financial Analysts' Earnings Forecasts." Contemporary Accounting Research, 23(1), 291-322. https://doi.org/10.1506/F2MW-D22D-WNQQ-D034
  217. Sougiannis, T. & Yaekura, T. (2001). "The Accuracy and Bias of Equity Values Inferred from Ana-lysts' Earnings Forecasts." Journal of Accounting, Auditing & Finance, 16(4), 331-362. https://doi.org/10.1177/0148558X0101600407
  218. Spiwoks, M. (2009). "Deceptive Unity: Surprising Characteristics of Pre-Tax Corporate Profit Forecasts." International Research Journal of Finance and Economics, 26, 170-177.
  219. Spiwoks, M. (2004). "The Usefulness of ZEW Stock Market Forecasts for Active Portfolio Man-agement Strategies." Journal of Economics and Statistics, 224, 557-78. https://doi.org/10.1515/jbnst-2004-0503
  220. Spiwoks, M. & Hein, O. (2007). "The currency, bond, and stock market forecasts of the Center for European Economic Research." AStA Economic and Social Statistics Archive, 1, 43-52.
  221. Stickel, S. E. (1993). "Accuracy improvements from a consensus of updated individual analyst earnings forecasts." International Journal of Forecasting, 9(3), 345-353. https://doi.org/10.1016/0169-2070(93)90029-M
  222. Stickel, S. E. (1990). "Predicting Individual Analyst Earnings Forecasts." Journal of Accounting Research, 28(2), 409-417.
    https://doi.org/10.2307/2491158
  223. Stotz, A. (2016). "An Empirical Study of Financial Analysts Earnings Forecast Accuracy." School of Management, University of Science and Technology of China, SSRN 2943146. https://doi.org/10.2139/ssrn.2943146
  224. Tang, S., Qin, C. & Qi, F. (2025). "Circuit courts and capital market transparency: Evidence from analysts' earnings forecasts." Finance Research Letters, 77, 107150. https://doi.org/10.1016/j.frl.2025.107150
  225. Theil, H. (1958). "Economic Forecasts and Policy." Amsterdam: North Holland Publishing Company.
  226. Trueman, B. (1990). "On the incentives for security analysts to revise their earnings forecasts." Contemporary Accounting Research, 7(1), 203-222.
    https://doi.org/10.1111/j.1911-3846.1990.tb00810.x
  227. Veenman, D. & Verwijmeren, P. (2018). "Do investors fully unravel persistent pessimism in ana-lysts' earnings forecasts?" The Accounting Review, 93(3), 349-377. https://doi.org/10.2308/accr-51864
  228. Wallmeier, M. (2005). "Analysts' earnings forecasts for DAX100 firms during the stock market boom of the 1990s." Financial Markets and Portfolio Management, 19(2), 131-151. https://doi.org/10.1007/s11408-005-3382-4
  229. Walther, B. R. & Willis, R. H. (2013). "Do investor expectations affect sell-side analysts' forecast bias and forecast accuracy?" Review of Accounting Studies, 18(1), 207-227. https://doi.org/10.1007/s11142-012-9204-9
  230. Wang, L. & Alam, P. (2007). "Information technology capability: firm valuation, earnings uncer-tainty, and forecast accuracy." Journal of Information Systems, 21(2), 27-48. https://doi.org/10.2308/jis.2007.21.2.27
  231. Wang, Y., Chen, Y. & Wang, J. (2015). "Management earnings forecasts and analyst forecasts: Evidence from mandatory disclosure system." China Journal of Accounting Research, 8(2), 133-146. https://doi.org/10.1016/j.cjar.2014.09.001
  232. Wang, J., Gan, J. & Li, Z. (2021). "Industrial policy, uncertainty, and analysts' earnings forecast: Evidence from China." Economic Analysis and Policy, 70, 249-258. https://doi.org/10.1016/j.eap.2021.02.013
  233. Wang, Y., Liu, Z. & Wang, X. (2022). "The supply of analysts and earnings forecasts." Interna-tional Review of Financial Analysis, 84.
    https://doi.org/10.1016/j.irfa.2022.102404
  234. Wang, J., Tian, X. & Ma, X. (2024). "Common institutional ownership and analyst earnings forecasts." International Review of Economics & Finance, 96, 103522. https://doi.org/10.1016/j.iref.2024.103522
  235. Waymire, G. (1986). "Additional Evidence on the Accuracy of Analyst Forecasts before and after Voluntary Management Earnings Forecasts." The Accounting Review, 61, 129-142.
  236. Weiss, D. (2010). "Cost Behavior and Analysts' Earnings Forecasts." The Accounting Review, 85(4), 1441-1471.
    https://doi.org/10.2308/accr.2010.85.4.1441
  237. Wieland, M. M. (2011). "Identifying Consensus Analysts' Earnings Forecasts that Correctly and Incorrectly Predict an Earnings Increase." Journal of Business Finance & Accounting, 38(5-6), 574-600. https://doi.org/10.1111/j.1468-5957.2011.02236.x
  238. Wild, J. J. & Kwon, S. S. (1994). "Earnings Expectations, Firm Size, and the Informativeness of Stock Prices." Journal of Business Finance & Accounting, 21, 975-996. https://doi.org/10.1111/j.1468-5957.1994.tb00359.x
  239. Wilson, M. & Wu, Y. (2011). "Do Publicly Signaled Earnings Management Incentives Affect Analyst Forecast Accuracy?" Abacus, 47(3), 315-342.
    https://doi.org/10.1111/j.1467-6281.2011.00343.x
  240. Wu, Y., Liu, T., Han, L. & Yin, L. (2018). "Optimistic bias of analysts' earnings forecasts: Does investor sentiment matter in China?" Pacific-Basin Finance Journal, 49, 147-163. https://doi.org/10.1016/j.pacfin.2018.04.010
  241. Xie, Y., Zhang, Y. & Zhou, J. (2012). "National Level, City Level Auditor Industry Specialization and Analyst Forecast Properties." International Journal of Auditing, 16(3), 248-267. https://doi.org/10.1111/j.1099-1123.2012.00449.x
  242. Yu, M. (2010). "Analyst forecast properties, analyst following and governance disclosures: A global perspective." Journal of International Accounting, Auditing and Taxation, 19(1), 1-15. https://doi.org/10.1016/j.intaccaudtax.2009.12.001
  243. Yu, M. & Wang, Y. (2018). "Firm-specific corporate governance and analysts' earnings forecast characteristics: Evidence from Asian stock markets." International Journal of Accounting & Information Management, 26(3), 335-361. https://doi.org/10.1108/IJAIM-03-2017-0040
  244. Zhang, Z. & Luo, Q. (2024). "Retail investor attention and analyst earnings forecasts: Evidence from China." Pacific-Basin Finance Journal, 83, 102238.
    https://doi.org/10.1016/j.pacfin.2023.102238
  245. Zhao, Y. & Li, L. (2024). "Confucian culture and analysts' earnings forecast accuracy." Finance Research Letters, 65, 105589.
    doi.org/10.1016/j.frl.2024.105589