Industry-wise clustering
| Capital expenditure | Asset turnover | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| (1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) | (9) | (10) | |
| High remote working × COVID-19 | 0.176*** | 0.013* | ||||||||
| (0.055) | (0.007) | |||||||||
| High remote working wage × COVID-19 | 0.147** | 0.012 | ||||||||
| (0.053) | (0.007) | |||||||||
| High team interaction × COVID-19 | 0.144** | 0.013* | ||||||||
| (0.058) | (0.007) | |||||||||
| High customer interaction × COVID-19 | −0.124* | −0.015* | ||||||||
| (0.063) | (0.008) | |||||||||
| High Face2Face interaction × COVID-19 | −0.072 | −0.011 | ||||||||
| (0.071) | (0.007) | |||||||||
| Firm-level controls | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| Firm fixed effects | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| Country-year-quarter fixed effects | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| Observations | 53,407 | 53,407 | 53,137 | 53,137 | 53,407 | 79,201 | 79,201 | 78,876 | 78,876 | 79,201 |
| Adjusted R2 | 0.522 | 0.522 | 0.522 | 0.521 | 0.522 | 0.915 | 0.915 | 0.916 | 0.915 | 0.915 |
| Capital expenditure | Asset turnover | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| (1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) | (9) | (10) | |
| High remote working × COVID-19 | 0.176*** | 0.013* | ||||||||
| (0.055) | (0.007) | |||||||||
| High remote working wage × COVID-19 | 0.147** | 0.012 | ||||||||
| (0.053) | (0.007) | |||||||||
| High team interaction × COVID-19 | 0.144** | 0.013* | ||||||||
| (0.058) | (0.007) | |||||||||
| High customer interaction × COVID-19 | −0.124* | −0.015* | ||||||||
| (0.063) | (0.008) | |||||||||
| High Face2Face interaction × COVID-19 | −0.072 | −0.011 | ||||||||
| (0.071) | (0.007) | |||||||||
| Firm-level controls | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| Firm fixed effects | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| Country-year-quarter fixed effects | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| Observations | 53,407 | 53,407 | 53,137 | 53,137 | 53,407 | 79,201 | 79,201 | 78,876 | 78,876 | 79,201 |
| Adjusted R2 | 0.522 | 0.522 | 0.522 | 0.521 | 0.522 | 0.915 | 0.915 | 0.916 | 0.915 | 0.915 |
Note(s): The dependent variable in columns (1)-(5) is Capital expenditure and that in columns (6)-(10) is Asset turnover. COVID-19 equals 1 for Q2’2020 – Q4’2020 and 0 otherwise. The description of all variables is presented in Table 1. The standard errors are shown in parenthesis that are clustered at the industry level. ***, ** and *denotes significance level at 1, 5 and 10%, respectively
Source(s): Authors’ computations
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