Table 14 Robustness tests on unique variation explained by task measures: survey vs expert data
From: On the measurement of tasks: does expert data get it right?
Model: individual-level & expert-based task data | (1) | (2) | (3) | (4) | (5) | (6) | (7) |
|---|---|---|---|---|---|---|---|
Abstract (Ind.) | 5.7% | 5.9% | 7.4% | 6.2% | 4.4% | 5.8% | 4.1% |
Routine (Ind.) | 1.8% | 1.6% | 2.2% | 1.9% | 0.2% | 3.6% | 1.9% |
Abstract (Exp.) | 5.6% | 4.4% | 2.9% | 4.4% | 3.2% | 3.7% | 5.7% |
Routine (Exp.) | 2.3% | 1.6% | 1.6% | 1.5% | 1.8% | 1.0% | 1.3% |
Total (Occ.) | 7.9% | 6.0% | 4.5% | 6.0% | 4.9% | 4.7% | 7.1% |
Total (Ind.) | 7.5% | 7.4% | 9.6% | 8.0% | 4.6% | 9.4% | 6.0% |
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 | \(\checkmark\) | ||||||
Observations | 26,641 | 25,468 | 27,777 | 28,026 | 27,069 | 27,777 | 13,756 |