Definitions of variables
| Variables | Definitions |
|---|---|
| Investment inefficiency | Is computed as the deviations or residuals from the optimal investment model. The model regresses a firm’s capital investments on Tobin’s q, sales growth, and operating cash flows (for more details, see section 5.2) |
| OKTA | Is the organizational capital and measured as the ratio of organizational capital to total assets (for more details see section 5.3) |
| OKTC | Is the organizational capital and measured as the ratio of organizational capital to total capital |
| Size | Is measured as the natural log of annual market capitalization |
| Leverage | Is measured as the ratio of total debt (short term + long term) to total capital |
| ROA | Represents the return on assets and is measured as the ratio earnings before interest and taxes to total assets |
| LOSS | Is measured as a dummy variable that takes a value of one if a firm’s income before extraordinary items is negative and zero if it is not |
| TOBIN’S Q | Is measured the market-to-book equity ratio |
| Firm age | Is calculated as the number of years since the company listed in the stock market |
| Slack | Is measured as the ratio of cash holdings (cash and cash equivalents) to total assets |
| Tangibility | Is measured as the ratio of property, plant, and equipment to total assets |
| CEO gender | Is measured as a dummy variable that takes one if the CEO is female and zero otherwise |
| CEO age | The age of the CEO in years |
| CEO power | Is captured by a dummy variable that takes a value of one if the CEO is also the chairman of the board of directors and zero otherwise |
| CEO tenure | Is measured as is the number of years a CEO has occupied the CEO position in a company |
| CEO external directorships | Is measured as the number of external board membership seats occupied by a CEO |
| Industry-level growth uncertainty | Is our preferred instrumental variable (IV). To construct our IV, we first compute the three-years of firm-level standard deviations of sales growth. Then, we calculate the industry average of the estimated firm-level standard deviations based on the 4-digits SIC code. This definition is consistent with the prior literature (e.g. Carlin et al., 2012; Francis et al., 2021), which also considers that firms in highly volatile industries tend to divest their OK investment |
| Information environment | Is captured by stock return synchronization, which is measured as the R2 value from a regression of firm returns on market and industry returns |
| CEO career concerns | CEO career concerns is a dummy variable equal to one if a firm’s headquarters is located in a state that adopts the inevitable disclosure doctrine (IDD) by year t and zero otherwise. Appendix B lists the legal cases of precedent-setting adopting or rejecting the IDD |
| Corporate governance | The “G” governance pillar of ESG from the LSEG (formerly Refinitiv) database. Following Agnese et al. (2023) and Gyönyör and Horváth (2024), we employ this pillar to capture the firm corporate governance quality. This pillar contains three subcategories, namely, shareholders, management, and corporate social responsibility strategy, which capture the relative strength of firms in terms of board structure, board functions, shareholder rights, compensation policies, vision, and strategy |
| Variables | Definitions |
|---|---|
| Investment inefficiency | Is computed as the deviations or residuals from the optimal investment model. The model regresses a firm’s capital investments on Tobin’s q, sales growth, and operating cash flows (for more details, see |
| OKTA | Is the organizational capital and measured as the ratio of organizational capital to total assets (for more details see |
| OKTC | Is the organizational capital and measured as the ratio of organizational capital to total capital |
| Size | Is measured as the natural log of annual market capitalization |
| Leverage | Is measured as the ratio of total debt (short term + long term) to total capital |
| ROA | Represents the return on assets and is measured as the ratio earnings before interest and taxes to total assets |
| LOSS | Is measured as a dummy variable that takes a value of one if a firm’s income before extraordinary items is negative and zero if it is not |
| TOBIN’S Q | Is measured the market-to-book equity ratio |
| Firm age | Is calculated as the number of years since the company listed in the stock market |
| Slack | Is measured as the ratio of cash holdings (cash and cash equivalents) to total assets |
| Tangibility | Is measured as the ratio of property, plant, and equipment to total assets |
| CEO gender | Is measured as a dummy variable that takes one if the CEO is female and zero otherwise |
| CEO age | The age of the CEO in years |
| CEO power | Is captured by a dummy variable that takes a value of one if the CEO is also the chairman of the board of directors and zero otherwise |
| CEO tenure | Is measured as is the number of years a CEO has occupied the CEO position in a company |
| CEO external directorships | Is measured as the number of external board membership seats occupied by a CEO |
| Industry-level growth uncertainty | Is our preferred instrumental variable (IV). To construct our IV, we first compute the three-years of firm-level standard deviations of sales growth. Then, we calculate the industry average of the estimated firm-level standard deviations based on the 4-digits SIC code. This definition is consistent with the prior literature (e.g. |
| Information environment | Is captured by stock return synchronization, which is measured as the |
| CEO career concerns | CEO career concerns is a dummy variable equal to one if a firm’s headquarters is located in a state that adopts the inevitable disclosure doctrine (IDD) by year t and zero otherwise. |
| Corporate governance | The “G” governance pillar of ESG from the LSEG (formerly Refinitiv) database. Following |
Note(s): The table defines the variables used in this study
Source(s): Authors’ own work
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