Variables

Label

Definition

R&D intensity

R&D

R&D spending/total sales

Capital structure

DA

Debt/asset

Profitability

ROA

Net income/asset

Growth

Grow

Net income(t)-NI(t − 1)/NI(t − 1)

Firm size

Lnsale

Ln(sale)

Non-debt tax shield

Shield

Depreciation + amortization /total asset

Collateral

Collateral

Net fixed asset/total asset

Tradable shares

Tra

Tradable: D = 1, otherwise, D = 0