Frequency analysis of headline earnings and discretionary earnings (table by authors)
| For all 2,604 sample firm-years | For 846 firm-years with discretionary earnings | |||
|---|---|---|---|---|
| Adjustments made from GAAP earnings to headline earnings | Count | % | Count | % |
| Panel A: Frequency of headline earnings adjustments | ||||
| Profit or loss on sale of non-financial assets | 2,132 | 81.9 | 589 | 69.6 |
| Impairment/reversal of impairment of non-financial assets other than goodwill | 1,104 | 42.4 | 404 | 47.8 |
| Profit or loss on sale of subsidiaries, associates and joint ventures | 589 | 22.6 | 265 | 31.3 |
| Fair value adjustments on investment property | 461 | 17.7 | 263 | 31.1 |
| Financial instrument adjustments (e.g. recycling of reserves) | 426 | 16.4 | 176 | 20.8 |
| Impairment of goodwill | 389 | 14.9 | 145 | 17.1 |
| Business combination adjustments (e.g. gains on bargain purchase) | 343 | 13.2 | 182 | 21.5 |
| Share of adjustments made by associates and joint ventures | 280 | 10.8 | 153 | 18.1 |
| Assets classified as held for sale adjustments (e.g. remeasurement) | 234 | 9.0 | 75 | 8.9 |
| Impairment/reversal of impairment of subsidiaries, associates and joint ventures | 184 | 7.1 | 84 | 9.9 |
| Adjustments specific to the real estate industry (linked debentures) | 109 | 4.2 | 86 | 10.2 |
| Recycling of foreign currency translation reserve | 109 | 4.2 | 39 | 4.6 |
| Other adjustments | 176 | 6.8 | 86 | 10.2 |
| Panel B: Frequency of discretionary earnings adjustments | ||||
| For 846 firm-years with discretionary earnings | ||||
| Adjustments made from headline earnings to discretionary earnings | Count | % | ||
| Fair value adjustments on financial instruments | 268 | 31.7 | ||
| Costs of restructuring and corporate actions | 221 | 26.1 | ||
| Straight-line income/expense on operating leases | 211 | 24.9 | ||
| Consequences from business combinations other than transaction costs that were expensed (e.g. amortisation of intangible assets not previously recognised by the acquiree) | 184 | 21.7 | ||
| Fair value adjustments on items other than financial instruments (e.g. biological assets) | 179 | 21.2 | ||
| Share-based payment expense | 151 | 17.8 | ||
| Adjustments specific to the real estate industry (e.g. antecedent dividends, dividend income accrued after reporting date) | 146 | 17.3 | ||
| Transaction costs arising from business combinations that were expensed | 135 | 16.0 | ||
| Reversing/adjusting consolidation (e.g. removing consolidated investment funds) | 95 | 11.2 | ||
| Imputed interest on financial instruments | 80 | 9.5 | ||
| Working capital adjustments | 66 | 7.8 | ||
| Profit or loss on sale of financial instruments | 64 | 7.6 | ||
| Special tax items (e.g. recognition of previously unrecognised deferred tax assets) | 63 | 7.4 | ||
| Costs and resolutions of litigation | 48 | 5.7 | ||
| Other adjustments (frequently company-specific or not detailed) | 412 | 48.7 | ||
| Panel C: Frequency of reporting discretionary earnings per sample firm | ||||
| Firm-years | Unique firms | |||
| Frequency | Count | % | Count | % |
| All years included in sample | 473 | 55.9 | 77 | 41.6 |
| Every year since first reported | 131 | 15.5 | 27 | 14.6 |
| Every year until reporting of discretionary earnings ceased | 44 | 5.2 | 10 | 5.4 |
| More than once in one consecutive period within the sample period | 57 | 6.7 | 16 | 8.7 |
| Multiple years, not necessarily consecutive | 113 | 13.4 | 27 | 14.6 |
| Only once | 28 | 3.3 | 28 | 15.1 |
| Total firm-years/unique firms with discretionary earnings | 846 | 100.0 | 185 | 100.0 |
| Panel D: Terms used to describe discretionary earnings | ||||
| Firm-years | ||||
| Description includes… | Count | % | ||
| Dividend/distributable earnings | 228 | 27.0 | ||
| EPRA earnings | 6 | 0.7 | ||
| Distributable earnings | 218 | 25.8 | ||
| Other | 4 | 0.5 | ||
| Earnings | 213 | 25.2 | ||
| Adjusted | 17 | 2.0 | ||
| Cash | 2 | 0.2 | ||
| Core | 24 | 2.8 | ||
| Excluding… | 13 | 1.5 | ||
| Normalised | 96 | 11.4 | ||
| Underlying | 19 | 2.3 | ||
| Combination of the above | 6 | 0.7 | ||
| Other | 36 | 4.3 | ||
| Headline earnings | 405 | 47.8 | ||
| Adjusted | 115 | 13.6 | ||
| Cash | 1 | 0.1 | ||
| Core | 57 | 6.7 | ||
| Excluding… | 34 | 4.0 | ||
| Normalised | 160 | 18.9 | ||
| Underlying | 0 | 0.0 | ||
| Combination of the above | 5 | 0.6 | ||
| Other | 33 | 3.9 | ||
| Total firm-years with discretionary earnings | 846 | 100.0 | ||
| For all 2,604 sample | For 846 firm-years with | |||
|---|---|---|---|---|
| Adjustments made from GAAP earnings to headline earnings | Count | % | Count | % |
| Profit or loss on sale of non-financial assets | 2,132 | 81.9 | 589 | 69.6 |
| Impairment/reversal of impairment of non-financial assets other than goodwill | 1,104 | 42.4 | 404 | 47.8 |
| Profit or loss on sale of subsidiaries, associates and joint ventures | 589 | 22.6 | 265 | 31.3 |
| Fair value adjustments on investment property | 461 | 17.7 | 263 | 31.1 |
| Financial instrument adjustments (e.g. recycling of reserves) | 426 | 16.4 | 176 | 20.8 |
| Impairment of goodwill | 389 | 14.9 | 145 | 17.1 |
| Business combination adjustments (e.g. gains on bargain purchase) | 343 | 13.2 | 182 | 21.5 |
| Share of adjustments made by associates and joint ventures | 280 | 10.8 | 153 | 18.1 |
| Assets classified as held for sale adjustments (e.g. remeasurement) | 234 | 9.0 | 75 | 8.9 |
| Impairment/reversal of impairment of subsidiaries, associates and joint ventures | 184 | 7.1 | 84 | 9.9 |
| Adjustments specific to the real estate industry (linked debentures) | 109 | 4.2 | 86 | 10.2 |
| Recycling of foreign currency translation reserve | 109 | 4.2 | 39 | 4.6 |
| Other adjustments | 176 | 6.8 | 86 | 10.2 |
| For 846 firm-years with | ||||
| Adjustments made from headline earnings to discretionary earnings | Count | % | ||
| Fair value adjustments on financial instruments | 268 | 31.7 | ||
| Costs of restructuring and corporate actions | 221 | 26.1 | ||
| Straight-line income/expense on operating leases | 211 | 24.9 | ||
| Consequences from business combinations other than transaction costs that were expensed (e.g. amortisation of intangible assets not previously recognised by the acquiree) | 184 | 21.7 | ||
| Fair value adjustments on items other than financial instruments (e.g. biological assets) | 179 | 21.2 | ||
| Share-based payment expense | 151 | 17.8 | ||
| Adjustments specific to the real estate industry (e.g. antecedent dividends, dividend income accrued after reporting date) | 146 | 17.3 | ||
| Transaction costs arising from business combinations that were expensed | 135 | 16.0 | ||
| Reversing/adjusting consolidation (e.g. removing consolidated investment funds) | 95 | 11.2 | ||
| Imputed interest on financial instruments | 80 | 9.5 | ||
| Working capital adjustments | 66 | 7.8 | ||
| Profit or loss on sale of financial instruments | 64 | 7.6 | ||
| Special tax items (e.g. recognition of previously unrecognised deferred tax assets) | 63 | 7.4 | ||
| Costs and resolutions of litigation | 48 | 5.7 | ||
| Other adjustments (frequently company-specific or not detailed) | 412 | 48.7 | ||
| Firm-years | Unique firms | |||
| Frequency | Count | % | Count | % |
| All years included in sample | 473 | 55.9 | 77 | 41.6 |
| Every year since first reported | 131 | 15.5 | 27 | 14.6 |
| Every year until reporting of discretionary earnings ceased | 44 | 5.2 | 10 | 5.4 |
| More than once in one consecutive period within the sample period | 57 | 6.7 | 16 | 8.7 |
| Multiple years, not necessarily consecutive | 113 | 13.4 | 27 | 14.6 |
| Only once | 28 | 3.3 | 28 | 15.1 |
| Firm-years | ||||
| Description includes… | Count | % | ||
| EPRA earnings | 6 | 0.7 | ||
| Distributable earnings | 218 | 25.8 | ||
| Other | 4 | 0.5 | ||
| Adjusted | 17 | 2.0 | ||
| Cash | 2 | 0.2 | ||
| Core | 24 | 2.8 | ||
| Excluding… | 13 | 1.5 | ||
| Normalised | 96 | 11.4 | ||
| Underlying | 19 | 2.3 | ||
| Combination of the above | 6 | 0.7 | ||
| Other | 36 | 4.3 | ||
| Adjusted | 115 | 13.6 | ||
| Cash | 1 | 0.1 | ||
| Core | 57 | 6.7 | ||
| Excluding… | 34 | 4.0 | ||
| Normalised | 160 | 18.9 | ||
| Underlying | 0 | 0.0 | ||
| Combination of the above | 5 | 0.6 | ||
| Other | 33 | 3.9 | ||
Notes:
Panel D shows the terms that firms use to describe discretionary earnings. “Excluding…” indicates an earnings number which is described by referring to specific items that have been excluded, for example, “Earnings excluding share-based payment expense”. “Combination of the above” indicates an earnings number which is described by referring to a combination of other terms, for example, “Core adjusted headline earnings”
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