Means (M) and 95% confidence intervals (CI) of return predictions (%), stock price differences in percent, and accuracy of return predictions
| Non-professionals n = 80 | Finance students n = 28 | Professionals n = 33 | ||
|---|---|---|---|---|
| Dependent variable | Condition | M 95%CI | M 95%CI | M 95%CI |
| Return prediction (%)a | Presentation 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 (%)b | Presentation 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 %)c | Presentation 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] |
| Non-professionals | Finance students | Professionals | ||
|---|---|---|---|---|
| Dependent variable | Condition | M 95%CI | M 95%CI | M 95%CI |
| Return prediction (%)a | Presentation 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 (%)b | Presentation 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 %)c | Presentation 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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