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Necessity as the mother of invention monetary policy after the crisis

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might have very different concepts <strong>of</strong> what constitutes “criticism.” Ano<strong>the</strong>r explanation<br />

could be geographical differences. Our central bank heads come from all over <strong>the</strong> world,<br />

but <strong>the</strong> academics are heavily concentrated in advanced economies. However, <strong>as</strong> Table 15<br />

shows, when we restrict <strong>the</strong> sample to <strong>the</strong> advanced economies’ governors, <strong>the</strong> differences<br />

between academics and governors, though smaller, are still large and statistically<br />

significant.<br />

Table 15. How much criticism did <strong>the</strong> central bank receive?<br />

Governors Academics Chi-sq.<br />

All AEs vs. all vs. AEs<br />

CB h<strong>as</strong> received ______ criticism (NG=55, NA=159) 59.8*** 16.0***<br />

None 49.1 31.3 5.7<br />

A little 12.7 25.0 18.9<br />

A moderate amount 14.6 25.0 30.2<br />

A lot 16.4 12.5 42.1<br />

Difficult to say 7.3 6.3 3.1<br />

Notes: Figures denotes percentage <strong>of</strong> respondents. *** denotes significance at <strong>the</strong> 1% level,<br />

calculated using Chi-square tests for <strong>the</strong> independence <strong>of</strong> <strong>the</strong> responses <strong>of</strong> governors and academics.<br />

NG/NA denotes number <strong>of</strong> responding governors/academics. Source: Authors’ calculations b<strong>as</strong>ed on<br />

survey conducted in 2016.<br />

A look at Table 16 shows that <strong>the</strong> likelihood to have been criticized “a lot” is<br />

substantially larger in <strong>crisis</strong>-hit countries—hardly a surprise. The adoption <strong>of</strong><br />

unconventional <strong>monetary</strong> <strong>policy</strong> tools also matters. Our initial hypo<strong>the</strong>sis w<strong>as</strong> that<br />

embarking on QE would likely lead to more criticism, but this is only <strong>the</strong> c<strong>as</strong>e with o<strong>the</strong>r<br />

(than government debt) <strong>as</strong>sets. The only o<strong>the</strong>r instrument that we find to provoke criticism<br />

is <strong>the</strong> adoption <strong>of</strong> forward guidance.<br />

Among <strong>the</strong> academics, <strong>the</strong> only relevant determinants <strong>of</strong> criticism are <strong>the</strong> “country”<br />

fixed effects, with academics in <strong>the</strong> euro area having a 20 percentage point higher<br />

propensity to answer that <strong>the</strong>ir central bank h<strong>as</strong> received a lot <strong>of</strong> criticism than <strong>the</strong>ir U.S.<br />

peers, and academics in <strong>the</strong> “o<strong>the</strong>r” countries a 33 percentage point lower propensity (see<br />

Table A3).<br />

35

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