Under what intuitive condition will increase in debt (either short term or long term) relative to equity

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Under what intuitive condition will increase in debt (either short term or long term) relative to equity always increase a firm’s return on equity? Can the structure of return on equity (ROE) relationship be used to determine a firm’s optimal debt-to equity ratio?
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