Placement of reconciliation of discretionary earnings (table by authors)
| Panel A: Full sample | |||||||||
| All firms | Excluding real estate | ||||||||
| (Dependent = MV) | (Dependent = MV) | ||||||||
| Variables | M1 | M2 | M3 | M4 | M5 | M6 | |||
| BV | **0.514 | 0.287 | 0.198 | **0.561 | 0.319 | 0.237 | |||
| (0.014) | (0.255) | (0.421) | (0.018) | (0.255) | (0.380) | ||||
| GAAP | ***4.471 | ***4.558 | |||||||
| (<0.001) | (<0.001) | ||||||||
| HEAD | ***6.689 | ***6.454 | |||||||
| (<0.001) | (<0.001) | ||||||||
| COMB | ***7.819 | ***7.395 | |||||||
| (<0.001) | (<0.001) | ||||||||
| RECON | 2.060 | 1.893 | 1.292 | 2.676 | 2.061 | 1.297 | |||
| (0.522) | (0.435) | (0.606) | (0.442) | (0.418) | (0.622) | ||||
| RECON*GAAP | −1.138 | −1.374 | |||||||
| (0.208) | (0.155) | ||||||||
| RECON*HEAD | −0.918 | *–1.048 | |||||||
| (0.127) | (0.090) | ||||||||
| RECON*COMB | *−1.226 | *–1.305 | |||||||
| (0.062) | (0.059) | ||||||||
| NEG | ***4.390 | *1.844 | **2.340 | ***3.501 | 1.141 | 1.583 | |||
| (0.007) | (0.067) | (0.047) | (0.025) | (0.348) | (0.243) | ||||
| Fixed effects: | |||||||||
| Year | Yes | Yes | Yes | Yes | Yes | Yes | |||
| Firm | Yes | Yes | Yes | Yes | Yes | Yes | |||
| Na | 2 604 | 2 604 | 2 604 | 2 304 | 2 304 | 2 304 | |||
| Within R2 | 26.0% | 32.1% | 36.7% | 26.3% | 30.5% | 34.3% | |||
| Panel B: Firms that report discretionary earnings | |||||||||
| All firms | Excluding real estate | Real estate | |||||||
| (Dependent = MV) | (Dependent = MV) | (Dependent = MV) | |||||||
| Variables | M7 | M8 | M9 | M10 | M11 | M12 | M13 | M14 | M15 |
| BV | *0.444 | 0.247 | −0.105 | *0.686 | 0.383 | −0.567 | **0.383 | **0.351 | ***0.597 |
| (0.097) | (0.386) | (0.720) | (0.079) | (0.335) | (0.877) | (0.030) | (0.011) | (0.001) | |
| GAAP | ***4.273 | ***4.110 | 1.565 | ||||||
| (<0.001) | (<0.001) | (0.173) | |||||||
| HEAD | ***5.667 | ***5.943 | **4.738 | ||||||
| (0.002) | (0.003) | (0.024) | |||||||
| DISC | ***9.466 | ***9.538 | *–3.184 | ||||||
| (<0.001) | (<0.001) | (0.067) | |||||||
| RECON | 1.568 | 1.041 | 3.481 | **7.437 | 5.516 | 7.441 | 1.390 | 2.281 | 0.343 |
| (0.671) | (0.790) | (0.408) | (0.021) | (0.331) | (0.273) | (0.402) | (0.372) | (0.928) | |
| RECON*GAAP | *−1.517 | ***–3.574 | **–1.428 | ||||||
| (0.086) | (<0.001) | (0.014) | |||||||
| RECON*HEAD | −1.648 | −2.961 | −3.460 | ||||||
| (0.175) | (0.106) | (0.154) | |||||||
| RECON*DISC | *–2.937 | *–4.130 | −1.297 | ||||||
| (0.062) | (0.062) | (0.616) | |||||||
| NEG | *8.215 | 0.967 | 2.652 | −0.272 | −2.940 | 0.241 | 4.521 | 2.098 | 0.239 |
| (0.093) | (0.801) | (0.432) | (0.961) | (0.524) | (0.952) | (0.141) | (0.220) | (0.869) | |
| Fixed effects: | |||||||||
| Year | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| Firm | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| Na | 846 | 846 | 846 | 622 | 622 | 622 | 223 | 223 | 223 |
| Within R2 | 22.2% | 24.5% | 34.9% | 20.5% | 22.3% | 31.1% | 48.9% | 53.2% | 40.1% |
| All firms | Excluding real estate | ||||||||
| (Dependent = MV) | (Dependent = MV) | ||||||||
| Variables | M1 | M2 | M3 | M4 | M5 | M6 | |||
| BV | 0.287 | 0.198 | 0.319 | 0.237 | |||||
| (0.014) | (0.255) | (0.421) | (0.018) | (0.255) | (0.380) | ||||
| GAAP | |||||||||
| (<0.001) | (<0.001) | ||||||||
| HEAD | |||||||||
| (<0.001) | (<0.001) | ||||||||
| COMB | |||||||||
| (<0.001) | (<0.001) | ||||||||
| RECON | 2.060 | 1.893 | 1.292 | 2.676 | 2.061 | 1.297 | |||
| (0.522) | (0.435) | (0.606) | (0.442) | (0.418) | (0.622) | ||||
| RECON | −1.138 | −1.374 | |||||||
| (0.208) | (0.155) | ||||||||
| RECON | −0.918 | *–1.048 | |||||||
| (0.127) | (0.090) | ||||||||
| RECON | *–1.305 | ||||||||
| (0.062) | (0.059) | ||||||||
| NEG | 1.141 | 1.583 | |||||||
| (0.007) | (0.067) | (0.047) | (0.025) | (0.348) | (0.243) | ||||
| Fixed effects: | |||||||||
| Year | Yes | Yes | Yes | Yes | Yes | Yes | |||
| Firm | Yes | Yes | Yes | Yes | Yes | Yes | |||
| N | 2 604 | 2 604 | 2 604 | 2 304 | 2 304 | 2 304 | |||
| Within | 26.0% | 32.1% | 36.7% | 26.3% | 30.5% | 34.3% | |||
| All firms | Excluding real estate | Real estate | |||||||
| (Dependent = MV) | (Dependent = MV) | (Dependent = MV) | |||||||
| Variables | M7 | M8 | M9 | M10 | M11 | M12 | M13 | M14 | M15 |
| BV | 0.247 | −0.105 | 0.383 | −0.567 | |||||
| (0.097) | (0.386) | (0.720) | (0.079) | (0.335) | (0.877) | (0.030) | (0.011) | (0.001) | |
| GAAP | 1.565 | ||||||||
| (<0.001) | (<0.001) | (0.173) | |||||||
| HEAD | |||||||||
| (0.002) | (0.003) | (0.024) | |||||||
| DISC | *–3.184 | ||||||||
| (<0.001) | (<0.001) | (0.067) | |||||||
| RECON | 1.568 | 1.041 | 3.481 | 5.516 | 7.441 | 1.390 | 2.281 | 0.343 | |
| (0.671) | (0.790) | (0.408) | (0.021) | (0.331) | (0.273) | (0.402) | (0.372) | (0.928) | |
| RECON | ***–3.574 | **–1.428 | |||||||
| (0.086) | (<0.001) | (0.014) | |||||||
| RECON | −1.648 | −2.961 | −3.460 | ||||||
| (0.175) | (0.106) | (0.154) | |||||||
| RECON | *–2.937 | *–4.130 | −1.297 | ||||||
| (0.062) | (0.062) | (0.616) | |||||||
| NEG | 0.967 | 2.652 | −0.272 | −2.940 | 0.241 | 4.521 | 2.098 | 0.239 | |
| (0.093) | (0.801) | (0.432) | (0.961) | (0.524) | (0.952) | (0.141) | (0.220) | (0.869) | |
| Fixed effects: | |||||||||
| Year | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| Firm | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| N | 846 | 846 | 846 | 622 | 622 | 622 | 223 | 223 | 223 |
| Within | 22.2% | 24.5% | 34.9% | 20.5% | 22.3% | 31.1% | 48.9% | 53.2% | 40.1% |
Notes:
Following prior research (Venter et al., 2014), subsamples are selected from the main sample before trimming (2,755 observations in Table 1) and are individually trimmed thereafter. The result is that the sum of observations for the subsamples does not always add up exactly to the number of observations in the main sample.
Results are from estimating model (3). The dependent variable is MV, the cum dividend market value of equity, three months after the reporting date; BV is the book value of equity; GAAP is GAAP earnings; HEAD is headline earnings; DISC is discretionary earnings; COMB is discretionary earnings if reported and headline earnings if not; RECON is an indicator variable set to one if a detailed reconciliation of discretionary earnings is placed ahead of the financial statements in the results announcement and zero otherwise; NEG is an indicator variable set to one if GAAP earnings are negative and zero otherwise. All variables, other than indicator variables, are scaled by number of shares outstanding. Two-tailed p-values based on robust standard errors clustered by firm and year (Petersen, 2009; Cameron et al., 2011) are reported in brackets. An adjustment is made for individual variables where the variance-covariance matrix is not positive-semidefinite.
***,
** and
* denote significance at the 1%, 5% and 10% levels, respectively
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