Table A1
Variable definitions
Performance
roa=netincome+interestexpense*(1taxrate)averageoflastyear'sandcurrentyear'stotalassets*100(WC08326), winsorized at 1st and 99st percentiles.
roe=netincomepreferreddividendrequirementaverageoflastyear'sandcurrentyear'scommonequity*100(WC08301), winsorized at 1st and 99st percentiles.
tobinsq=marketvalueofequity(WC08001)+totalassets(WC02999)bookvalueofequity(WC03501)totalassets(WC02999), winsorized at 1st and 99st percentiles.
markettobook=marketvalueofequity(WC08001)bookvalueofequity(WC03501), winsorized at 1st and 99st percentiles.
assetgrowthis firm's one-year growth rate of total assets (WC08621)
salesgrowthis firm's one-year growth rate of sales (WC08631)
Strategy
differentiationis the transformed principal component score on PC1, where higher values indicate a greater focus on differentiation. See section 3.2 for a detailed description
efficiencyis the transformed principal component score on PC2, where higher values indicate a greater focus on efficiency. See section 3.2 for a detailed description
sgasales=selling,general&administrativeexpense(WC01101)netsalesorrevenues(WC01001).
wagesales=salariesandbenefitexpenses(WC01084)netsalesorrevenues(WC01001).
rdsales=researchanddevelopmentexpense(WC01201)netsalesorrevenues(WC01001), Missing values are set to zero
cogssales=costofgoodssoldexcludingdepreciation(WC01051)netsalesorrevenues(WC01001).
capacityutilization=property,plantandequipment(net)(WC02501)netsalesorrevenues(WC01001).
capexsales=capitalexpenditures(WC04601)netsalesorrevenues(WC01001).
Controls
log_assets=logoftotalassets(WC02999)
forsales=internationalsales(WC07101)netsalesorrevenues(WC01001)
diversifiedis a binary variable that takes a value of 1 when the firm is diversified (i.e. reports segments from different industries using Fama and French's 12 industry classification). Non-classifiable segments with SIC code 9999 (WC19506-WC19596) are not considered
leverage=longtermdebt(WC03251)totalassets(WC02999)
marketgrowthis the one-year growth rate of net sales or revenues (WC01001) in a given industry
concentrationis the Herfindahl index based on net sales or revenues (WC01001) calculated by industry-year
lag_performanceis firm's performance in t

Source(s): Authors' own creation

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