Variables construction
| No. | Variables | Code | Measurements | Expected sign | References |
|---|---|---|---|---|---|
| 1 | Digital transformation adoption | DTA | Takes 1 if firms exercise digital transformation and 0 if not | ||
| 2 | Firm performance | FP | ROA (Net income/Total assets) Or ROE (Net income/Total equity) | + | |
| 3 | Firm size | SIZE | Ln(Total assets) | + | Gaglio et al. (2022), Gupta and Bose (2022), Truant et al. (2021), Zeng et al. (2022) |
| 4 | Firm age | AGE | Ln(No of operating years) | + | Abatecola et al. (2012), BarNir et al. (2003) |
| 5 | Leverage | LEV | Total Debt/Total Assets | – | Diamond (1984), Majumdar (2016), O'Brien (2003), Zeng et al. (2022) |
| 6 | Liquidity | LIQ | Current assets/Current liabilities | + | Falato et al. (2022), Criscuolo (2021) |
| 7 | Growth rate | GROW | + | ||
| 8 | Gross domestic product | GDP | – | + | Agrawal et al. (2019), Mićić (2017), Kim and Peterson (2017), Cavalcanti et al. (2022) |
| 9 | Inflation rate | INFLA | – | + | European Central Bank (2021), Zhang et al. (2022) |
| No. | Variables | Code | Measurements | Expected sign | References |
|---|---|---|---|---|---|
| 1 | Digital transformation adoption | DTA | Takes 1 if firms exercise digital transformation and 0 if not | ||
| 2 | Firm performance | FP | ROA (Net income/Total assets) | + | |
| 3 | Firm size | SIZE | Ln(Total assets) | + | |
| 4 | Firm age | AGE | Ln(No of operating years) | + | |
| 5 | Leverage | LEV | Total Debt/Total Assets | – | |
| 6 | Liquidity | LIQ | Current assets/Current liabilities | + | |
| 7 | Growth rate | GROW | + | ||
| 8 | Gross domestic product | GDP | – | + | |
| 9 | Inflation rate | INFLA | – | + |
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