We present evidence that the negative association between foreign profitability and tax ratesconventionally interpreted as income shifting-is appreciably driven by the economics of foreign markets unrelated to international tax planning. To improve income shifting estimates, we propose incorporating country fixed effects in foreign profitability-based tests and/or using domestic profitability-based tests to validate results. We demonstrate that including country fixed effects lowers estimated outbound income shifting from $44.0 million to $29.3 million per U.S. multinational firm annually, representing a 33.4 percent reduction. These recommendations benefit future income shifting research employing profitability-based models.
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Deng et al. (2026) studied this question.
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