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Income Taxes
9 Months Ended
Sep. 30, 2022
Income Tax Disclosure [Abstract]  
Income Taxes

6. Income Taxes

We generally calculate income taxes in interim periods by applying an estimated annual effective income tax rate to income or loss before income taxes and by calculating the tax effect of discrete items recognized during such periods. Our estimated annual effective income tax rate is based on our estimated full year income or loss and the related income taxes for each jurisdiction in which we operate. This rate can be affected by estimates of full year pre-tax income or loss and permanent differences. In interim periods when a reliable estimate of the annual effective tax rate cannot be made, we calculate income taxes by applying the discrete effective tax rate method which treats the year-to-date period as if it were the annual period and determine the interim income taxes on that basis.

For the three and nine months ended September 30, 2022, we calculated interim income taxes by applying an estimated annual effective income tax rate to year-to-date income or loss before income taxes and by calculating the tax effect of discrete items recognized during such periods. For the three and nine months ended September 30, 2021, we calculated interim income taxes by applying the discrete effective tax rate method because a reliable estimate of the annual effective tax rate could not be made due to forecasted level of profitability for the year and significant permanent differences that could result in wide variability in income tax expense or benefit and, hence, the estimated annual effective tax rate.

The effective income tax rate was (87.4%) and 1,766.9% for the three months ended September 30, 2022 and 2021, respectively. The effective income tax rate was (66.9%) and 191.4% for the nine months ended September 30, 2022 and 2021, respectively. The primary differences between our effective income tax rates and the federal statutory tax rate for the three and nine months ended September 30, 2022 and 2021 are due to the effects of non-deductible officers’ stock-based compensation expense, state income taxes, benefits from research and development tax credits and excess tax benefits from our equity awards. The effective income tax rate for the three and nine months ended September 30, 2022 was further impacted by the valuation allowance on our net deferred tax assets.

We consider all available evidence, both positive and negative in assessing the extent to which a valuation allowance should be applied against our net deferred tax assets. Due to cumulative three-year pre-tax losses adjusted for permanent adjustments, primarily from substantial excess tax benefits realized mainly in 2021 from the exercise of stock options granted prior to our initial public offering ("IPO"), we maintain a full valuation allowance against our net deferred tax assets in excess of tax amortizable goodwill as of September 30, 2022.

Our judgment regarding the need of a valuation allowance may reasonably change in the next twelve months. The exact timing and amount of any release of the valuation allowance is subject to change depending on the level of tax profitability that we achieve, changes in tax laws or regulations, and price fluctuations of our Class A common stock and its related effects on future excess tax benefits from outstanding stock options.

As of December 31, 2021, we had unrecognized tax benefits of $14.8 million, of which approximately $5.1 million of unrecognized tax benefits, if recognized, would impact the effective income tax rate. The remaining $9.7 million of unrecognized tax benefits would not impact the effective income tax rate to the extent that we continue to maintain a full valuation allowance against our net deferred tax assets. There were no significant changes to our unrecognized tax benefits during the three and nine months ended September 30, 2022, and we do not expect to have any significant changes to unrecognized tax benefits through the end of 2022.

On August 16, 2022, the Inflation Reduction Act of 2022 (“IRA”) was signed into law. The IRA contains a number of revisions to the Internal Revenue Code, including a 15% corporate minimum income tax and a 1% excise tax on corporate stock repurchases in tax years beginning after December 31, 2022. We are in the process of evaluating the provisions of the IRA, but we do not currently believe the IRA will have a material impact on our financial results.