The document analyzes whether countries that claim to have floating exchange rates are actually allowing their currencies to float freely. It finds that in many cases, countries labeled as floating or managed floating are in fact intervening significantly to limit exchange rate movements through actions such as foreign exchange purchases and interest rate adjustments. This "fear of floating" is evidenced by exchange rates, reserves, and interest rates fluctuating within narrow bands much like in pegged regimes, despite labels suggesting greater flexibility. The authors develop an exchange rate flexibility index to more accurately capture the degree of intervention across different exchange rate arrangements.