Table 2

Means (M) and 95% confidence intervals (CI) of return predictions (%), stock price differences in percent, and accuracy of return predictions

Non-professionals n = 80Finance students n = 28Professionals n = 33
Dependent variableConditionM 95%CIM 95%CIM 95%CI
Return prediction (%)aPresentation of buy recommendation (Stock 1, 2)7.01 [4.48; 9.55]4.13 [−0.15; 8.42]5.39 [1.44; 9.34]
No presentation of buy recommendation (Stock 1, 2)3.82 [0.69; 6.95]1.77 [−3.52; 7.05]−1.44 [−6.32; 3.42]
Presentation of sell recommendation (Stock 3, 4)−1.31 [−4.82; 2.20]−2.14 [−8.07; 3.78]0.04 [−5.42; 5.50]
No presentation of sell recommendation (Stock 3, 4)−0.62 [−5.26; 4.02]−4.81 [−12.65; 3.04]−1.21 [−8.43; 6.01]
Price difference (%)bPresentation of buy recommendation (Stock 1, 2)−7.17 [−9.19; −5.15]−8.71 [−12.13; −5.29]−7.70 [−10.85; −4.55]
No presentation of buy recommendation (Stick 1, 2)−8.25 [−10.26; −6.25]−6.67 [−10.06; −3.28]−8.31 [−11.43; 5.19]
Presentation of sell recommendation (Stock 3, 4)−2.79 [−3.44; −2.13]−3.20 [−4.30; −2.08]−2.98 [−4.00; −1.95]
No presentation of sell recommendation (Stock 3, 4)−2.70 [−3.38; −2.02]−3.06 [−4.21; −1.92]−3.74 [−4.80; −2.69]
Accuracy of return predictions (difference in %)cPresentation of buy recommendation (Stock 1, 2)14.18 [10.63; 17.74]12.84 [6.83; 18.85]13.09 [7.56; 18.63]
No presentation of buy recommendation (Stick 1, 2)12.07 [8.04; 16.10]8.44 [1.63; 15.24]6.86 [0.59; 13.14]
Presentation of sell recommendation (Stock 3, 4)1.48 [−1.91; 4.87]1.05 [−4.69; 6.78]3.01 [−2.70; 8.30]
No presentation of sell recommendation (Stock 3, 4)2.08 [−2.50; 6.65]−1.74 [−9.48; 5.99]2.53 [−4.60; 9.66]

Note(s):a100[(Prediction in USD ˗ Stock price in USD at t0)/Stock price in USD at t0]. Time t0 refers to when predictions were made. At this time the prices varied across participants for the buy-recommended stocks from USD 43 to USD 45 and from USD 72 to USD 76 and for the sell-recommended stocks from USD 88 to USD 93 and from USD 128 to USD 137

b100[(Stock price in USD at t1 ˗ Stock price in USD at t0)/Stock price in USD at t0]. Time t1 refers to three months after the predictions were made

cReturn prediction (%) – Price difference (%)

Source(s): Authors' own creation/work

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