Strategy #0000000073 · Accounting quality and tax signals
Taxable-income and tax-expense signals
Enter taxable and book income plus tax expense and pretax income to inspect ratios and an assumed long-short spread.
Tax signals include taxable income relative to book income, tax-expense changes, effective tax rates and book-tax differences. Lev and Nissim study the predictive content of taxable/book income; Thomas and Zhang examine tax-expense momentum. Rates also reflect one-off items, international operations, deferred taxes and rules, so they are not a single quality label.
A high taxable/book ratio or tax change is not automatically positive; definitions and tax rules require period-by-period review.
Three ways in
Understand the story. Then inspect the risk.
Start with a familiar situation, check the payoff, then test how the numbers change.
The idea · in two minutes
How do taxable-to-book income and effective tax rate sit alongside a return scenario?
Tax signals include taxable income relative to book income, tax-expense changes, effective tax rates and book-tax differences. Lev and Nissim study the predictive content of taxable/book income; Thomas and Zhang examine tax-expense momentum. Rates also reflect one-off items, international operations, deferred taxes and rules, so they are not a single quality label.
Enter taxable and book income plus tax expense and pretax income to inspect ratios and an assumed long-short spread.
A high taxable/book ratio or tax change is not automatically positive; definitions and tax rules require period-by-period review.
- Signal metricEnter taxable and book income plus tax expense and pretax income to inspect ratios and an assumed long-short spread.
- Assumed return spreadA high taxable/book ratio or tax change is not automatically positive; definitions and tax rules require period-by-period review.
Illustrative research examples only. They are not live signals or a recommendation.
The mechanics · payoff and exposure
Tax/Book=\frac{TaxableIncome}{BookIncome},\quad ETR=\frac{TaxExpense}{PretaxIncome}
TaxableIncome is estimated taxable income; BookIncome accounting income; ETR effective tax rate.
Greeks: the directional intuition
- 估算誤差
- Measures sensitivity to implied volatility.
- 一次性項目
- Measures sensitivity to implied volatility.
- 制度變動
- Measures sensitivity to implied volatility.
Tax/Book=\frac{TaxableIncome}{BookIncome},\quad ETR=\frac{TaxExpense}{PretaxIncome}
Practical context · published observations
Taxable-income and tax-expense signals: read the record with its caveats.
The chart uses the published figures or explicitly labelled study inputs below. A historical index or model replay is not the same as an investor’s realised account return.
A high taxable/book ratio or tax change is not automatically positive; definitions and tax rules require period-by-period review. Source ↗ · Methodology ↗
Change assumptions and inspect the scenario
Inputs illustrate the strategy mechanics; they are not live quotes, forecasts or investment advice.
Variants · same family, different risk levers
Related signals differ in measurement and implementation.
Compare the underlying signal and its limitations.
| Related strategy | Relationship | What changes | New cost or risk |
|---|---|---|---|
| Core measure | Fundamental sort | Tax signals include taxable income relative to book income, tax-expense changes, effective tax rates and book-tax differences. Lev and Nissim study the predictive content of taxable/book income; Thomas and Zhang examine tax-expense momentum. Rates also reflect one-off items, international operations, deferred taxes and rules, so they are not a single quality label. | A high taxable/book ratio or tax change is not automatically positive; definitions and tax rules require period-by-period review. |
| Industry-neutral sort | Within-industry ranking | Compare firms with similar operating models. | Industry classification and small samples matter. |
| Quality blend | Multi-signal combination | Combine cash flow, profitability or growth. | Adds weighting and multiple-testing risk. |
A high taxable/book ratio or tax change is not automatically positive; definitions and tax rules require period-by-period review.
Read beyond the summary
References
Primary sources and research used to describe the strategy and its limits.