Operationalization of the variables
| Category | Variable | Calculation method | References |
|---|---|---|---|
| Competitive Environment (CE) | |||
| Degree of industry concentration | Herfindahl-Hirschman (relative) | Brezina et al. (2016), Dai et al. (2019), Jošić et al. (2019), Powers and Topper (2019), Zhang et al. (2020) | |
| Investment (IN) | |||
| Investment in capital | Capex | Dias et al. (2019a), Curtis et al. (2020), Lai et al. (2020), Nguyen and Nguyen (2020) | |
| Investment in research and development | R&D | Dias et al. (2019a), Rocha et al. (2019), Alam et al. (2020), Curtis et al. (2020) | |
| Competitive position (CP) | |||
| Market Share | MS - (firm's market share compared to the average market share of the industry's firms) | Z-score (firm's market share) | Brito and Brito (2012), Fontoura and Serôdio (2017), Aghion et al. (2019), Dias et al. (2019a), Yi et al. (2019), Dias et al. (2020), Wang (2020) |
| Profitability | ROA – (firm's Return on Assets (ROA) compared to the average ROA of the industry's firms) | Z-score (firm's ROA) | Brito and Brito (2012), Erica et al. (2018), Dias et al. (2019a), Zapata et al. (2019), Dias et al. (2020), Zhong and Wu (2020) |
| Firm Size (SIZE) | |||
| Firm's size | SIZE – (firm's size measured with reference on total assets) | Saliha and Abdessatar (2011), John and Adebayo (2013), Kartikasari and Merianti (2016), Kumar and Kaur (2016), Dinali Viglioni and Leal Calegario (2021), Wijayaningsih and Yulianto (2021) | |
| Category | Variable | Calculation method | References |
|---|---|---|---|
| Degree of industry concentration | Herfindahl-Hirschman (relative) | ||
| Investment in capital | Capex | ||
| Investment in research and development | R&D | ||
| Market Share | MS - (firm's market share compared to the average market share of the industry's firms) | Z-score (firm's market share) | |
| Profitability | ROA – (firm's Return on Assets (ROA) compared to the average ROA of the industry's firms) | Z-score (firm's ROA) | |
| Firm's size | SIZE – (firm's size measured with reference on total assets) | ||
Source(s): Table by authors (2021)
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