Principal component analysis
| Component | Alpha | Lambda | Variance explained (%) | Component loading |
|---|---|---|---|---|
| Reliable GAAP (REL_GAAP) | 0.653 | 2.840 | 0.166 | |
| In my opinion, valuation based on expected cash flows in US GAAP financial statements is a good practice | 0.661 | |||
| Determining the fair value of assets in the balance sheet is a good practice | 0.627 | |||
| The rules of goodwill accounting under US GAAP improve information content of financial statements | 0.754 | |||
| Impairment testing that complies with US GAAP is reliable | 0.643 | |||
| Unreliable goodwill (UNREL_GW) | 0.616 | 2.284 | 0.164 | |
| Valuation based on estimates made by management in US GAAP financial statements is not reliable | 0.556 | |||
| Companies are afraid of how investors react to goodwill impairment charges | 0.612 | |||
| Impairment testing enables too much discretion in valuation | 0.754 | |||
| The rules of goodwill accounting under US GAAP may lead to inconsistencies in the financial information provided in financial statements | 0.760 | |||
| Increasing earnings management (INC_EM) | 0.647 | 1.199 | 0.159 | |
| The rules of goodwill accounting under US GAAP enable earnings management | 0.794 | |||
| A goodwill impairment loss is recognized when the reported earnings would have been negative in any case | 586 | |||
| The rules of goodwill accounting under US GAAP lead to increasing earnings management | 0.769 | |||
| Opportunistic management (OPP_MGMT) | 0.705 | 1.106 | 0.152 | |
| Management does not recognize a goodwill impairment loss if earnings have an impact on executive compensation | 0.826 | |||
| A CEO is unwilling to take a goodwill impairment charge if it worsens his/her position in the company | 0.840 |
| Component | Alpha | Lambda | Variance explained (%) | Component loading |
|---|---|---|---|---|
| 0.653 | 2.840 | 0.166 | ||
| In my opinion, valuation based on expected cash flows in US GAAP financial statements is a good practice | 0.661 | |||
| Determining the fair value of assets in the balance sheet is a good practice | 0.627 | |||
| The rules of goodwill accounting under US GAAP improve information content of financial statements | 0.754 | |||
| Impairment testing that complies with US GAAP is reliable | 0.643 | |||
| 0.616 | 2.284 | 0.164 | ||
| Valuation based on estimates made by management in US GAAP financial statements is not reliable | 0.556 | |||
| Companies are afraid of how investors react to goodwill impairment charges | 0.612 | |||
| Impairment testing enables too much discretion in valuation | 0.754 | |||
| The rules of goodwill accounting under US GAAP may lead to inconsistencies in the financial information provided in financial statements | 0.760 | |||
| 0.647 | 1.199 | 0.159 | ||
| The rules of goodwill accounting under US GAAP enable earnings management | 0.794 | |||
| A goodwill impairment loss is recognized when the reported earnings would have been negative in any case | 586 | |||
| The rules of goodwill accounting under US GAAP lead to increasing earnings management | 0.769 | |||
| 0.705 | 1.106 | 0.152 | ||
| Management does not recognize a goodwill impairment loss if earnings have an impact on executive compensation | 0.826 | |||
| A CEO is unwilling to take a goodwill impairment charge if it worsens his/her position in the company | 0.840 |
Note(s): N = 271; Rotation: Promax; Normalization: Kaiser; Bartlett's test of sphericity: χ2 = 668.536 (p-value < 0.001); Kaiser–Meyer–Olkin measure of sampling adequacy: 0.720
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