| Variable definitions | |
|---|---|
| Performance | |
| roa | winsorized at 1st and 99st percentiles. |
| roe | winsorized at 1st and 99st percentiles. |
| tobinsq | winsorized at 1st and 99st percentiles. |
| markettobook | winsorized at 1st and 99st percentiles. |
| assetgrowth | is firm's one-year growth rate of total assets (WC08621) |
| salesgrowth | is firm's one-year growth rate of sales (WC08631) |
| Strategy | |
| differentiation | is the transformed principal component score on PC1, where higher values indicate a greater focus on differentiation. See section 3.2 for a detailed description |
| efficiency | is 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 | |
| wagesales | |
| rdsales | Missing values are set to zero |
| cogssales | |
| capacityutilization | |
| capexsales | |
| Controls | |
| log_assets | |
| forsales | |
| diversified | is 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 | |
| marketgrowth | is the one-year growth rate of net sales or revenues (WC01001) in a given industry |
| concentration | is the Herfindahl index based on net sales or revenues (WC01001) calculated by industry-year |
| lag_performance | is firm's performance in t |
| Variable definitions | |
|---|---|
| roa | |
| roe | |
| tobinsq | |
| markettobook | |
| assetgrowth | is firm's one-year growth rate of total assets ( |
| salesgrowth | is firm's one-year growth rate of sales ( |
| differentiation | is the transformed principal component score on PC1, where higher values indicate a greater focus on differentiation. See |
| efficiency | is the transformed principal component score on PC2, where higher values indicate a greater focus on efficiency. See |
| sgasales | |
| wagesales | |
| rdsales | |
| cogssales | |
| capacityutilization | |
| capexsales | |
| log_assets | |
| forsales | |
| diversified | is 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 ( |
| leverage | |
| marketgrowth | is the one-year growth rate of net sales or revenues ( |
| concentration | is the Herfindahl index based on net sales or revenues ( |
| lag_performance | is firm's performance in t |
Source(s): Authors' own creation
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