Definition and descriptive statistics for variables used in TFP estimation and its determinants
| Variables | Definition | Obs. | Mean | SD |
|---|---|---|---|---|
| Y | Gross revenues from sales | 36,061 | 6,831,927 | 3.33e + 07 |
| L | Number of legally registered employees | 36,061 | 64 | 397 |
| K | Net tangible assets | 36,061 | 2,052,403 | 1.26e + 07 |
| M | Total intermediate inputs | 36,061 | 3,358,302 | 1.93e + 07 |
| y | ln (total revenues from sales). This variable is deflated using the industry-specific price index obtained from the Ecuadorian National Institute of Statistics | 36,061 | 13.454 | 2.111 |
| l | ln (number of legally registered employees) | 36,061 | 2.695 | 1.542 |
| k | ln (net tangible assets). It is the sum of the real dollar value of buildings, machinery and vehicles, assuming a depreciation of 5%, 10% and 20%. I measure the capital stock with the gross investment in equipment in year t (Iit), net fixed assets in real value (physical capital in year t − 1) (kit−1), a depreciation rate (dit) and the price index for equipment at the industry level (Pt) obtained from the Ecuadorian National Institute of Statistics | 36,061 | 11.474 | 2.815 |
| m | ln (intermediate inputs). This variable is deflated using the industry-specific price index obtained from the Ecuadorian National Institute of Statistics | 36,061 | 11.591 | 2.978 |
| age | ln (firm age). Measured as the difference between the current year and the year the firm registered to start a business in the Ecuadorian mercantile register | 36,061 | 2.295 | 1.076 |
| FF | Dummy variable equal to one if the firm is a FF at time t, zero otherwise | 35,308 | 0.879 | 0.325 |
| ExpOnly | Dummy variable equal to one if the firm exports but does not import at time t, zero otherwise | 36,061 | 0.060 | 0.237 |
| ImpOnly | Dummy variable equal to one if the firm imports but does not export at time t, zero otherwise | 36,061 | 0.149 | 0.356 |
| Trader | Dummy variable equal to one if the firm exports and imports at time t, zero otherwise | 36,061 | 0.085 | 0.279 |
| FDI | Dummy variable equal to one if the firm receives FDI at time t, zero otherwise | 36,061 | 0.028 | 0.166 |
| dte | ln ([Total liabilities/Equity] + 1) | 33,757 | 1.306 | 1.034 |
| credit | Dummy variable equal to one if the firm receives a credit from any financial institution at time t, zero otherwise | 36,061 | 0.361 | 0.480 |
| HHI | ln (HHI of industrial concentration [by two-digit ISIC]) | 36,061 | −2.702 | 0.736 |
| Variables | Definition | Obs. | Mean | SD |
|---|---|---|---|---|
| Gross revenues from sales | 36,061 | 6,831,927 | 3.33e + 07 | |
| Number of legally registered employees | 36,061 | 64 | 397 | |
| Net tangible assets | 36,061 | 2,052,403 | 1.26e + 07 | |
| Total intermediate inputs | 36,061 | 3,358,302 | 1.93e + 07 | |
| ln (total revenues from sales). This variable is deflated using the industry-specific price index obtained from the Ecuadorian National Institute of Statistics | 36,061 | 13.454 | 2.111 | |
| ln (number of legally registered employees) | 36,061 | 2.695 | 1.542 | |
| ln (net tangible assets). It is the sum of the real dollar value of buildings, machinery and vehicles, assuming a depreciation of 5%, 10% and 20%. I measure the capital stock with the gross investment in equipment in year | 36,061 | 11.474 | 2.815 | |
| ln (intermediate inputs). This variable is deflated using the industry-specific price index obtained from the Ecuadorian National Institute of Statistics | 36,061 | 11.591 | 2.978 | |
| ln (firm age). Measured as the difference between the current year and the year the firm registered to start a business in the Ecuadorian mercantile register | 36,061 | 2.295 | 1.076 | |
| Dummy variable equal to one if the firm is a FF at time | 35,308 | 0.879 | 0.325 | |
| Dummy variable equal to one if the firm exports but does not import at time | 36,061 | 0.060 | 0.237 | |
| Dummy variable equal to one if the firm imports but does not export at time | 36,061 | 0.149 | 0.356 | |
| Dummy variable equal to one if the firm exports and imports at time | 36,061 | 0.085 | 0.279 | |
| Dummy variable equal to one if the firm receives FDI at time | 36,061 | 0.028 | 0.166 | |
| ln ([Total liabilities/Equity] + 1) | 33,757 | 1.306 | 1.034 | |
| Dummy variable equal to one if the firm receives a credit from any financial institution at time | 36,061 | 0.361 | 0.480 | |
| ln (HHI of industrial concentration [by two-digit | 36,061 | −2.702 | 0.736 |
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