From: On the measurement of tasks: does expert data get it right?
Dependent variable: log hourly real wage | (1) | (2) | (3) | (4) | (5) | (6) | (7) |
---|---|---|---|---|---|---|---|
Abstract (Ind.) | 0.34*** | 0.38*** | 0.41*** | 0.68*** | 0.32*** | 0.64*** | 0.40*** |
(0.03) | (0.04) | (0.03) | (0.06) | (0.03) | (0.05) | (0.05) | |
Routine (Ind.) | 0.17*** | 0.19*** | 0.21*** | 0.38*** | 0.09** | 0.42*** | 0.22*** |
(0.03) | (0.04) | (0.03) | (0.07) | (0.03) | (0.06) | (0.05) | |
Wage/hr \(\ge 5\) & Empl. Hours \(\ge 15\) | \(\checkmark\) | ||||||
Observations per Occupation \(\ge 100\) | \(\checkmark\) | ||||||
Occupational Classification: 2-digit | \(\checkmark\) | ||||||
Activities performed “often” OR “sometimes” | \(\checkmark\) | ||||||
Task construction: exclude competencies | \(\checkmark\) | ||||||
Task Normalization a la Alda (2013) | \(\checkmark\) | ||||||
2012 Sample Only | \(\checkmark\) | ||||||
Occupation Dummies (Survey data) | \(\checkmark\) | \(\checkmark\) | \(\checkmark\) | \(\checkmark\) | \(\checkmark\) | \(\checkmark\) | \(\checkmark\) |
Adj. \(R^{2}\) | 0.22 | 0.21 | 0.20 | 0.22 | 0.22 | 0.22 | 0.21 |
Observations | 26,641 | 25,468 | 27,777 | 28,026 | 27,069 | 27,777 | 13,756 |