Research Article
Innovation Efficiency Evaluation of China’s High-Tech Industry considering Subindustry with a Parallel Slack-Based Measure Approach
Table 5
Innovation efficiency results based on model (1) and model (2).
| Region | 2011 | | | | | | | 2012 | | | | | | | 2013 | | | | | | | 2014 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| Beijing | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | | 0.759 | 0.847 | 1.000 | 0.724 | 1.000 | 1.000 | Tianjin | 1.000 | 0.637 | 1.000 | 0.525 | 0.470 | 0.931 | | 1.000 | 0.734 | 1.000 | 0.520 | 1.000 | 1.000 | | 1.000 | 0.699 | 1.000 | 0.456 | 1.000 | 1.000 | | 0.764 | 0.600 | 1.000 | 0.491 | 0.454 | 0.734 | Hebei | 0.275 | 0.227 | 0.438 | 0.180 | 0.073 | 0.392 | | 0.300 | 0.279 | 0.539 | 0.214 | 0.174 | 0.348 | | 0.310 | 0.308 | 0.610 | 0.266 | 0.133 | 0.268 | | 0.269 | 0.273 | 0.488 | 0.215 | 0.194 | 0.337 | Liaoning | 0.488 | 0.493 | 0.558 | 0.542 | 0.271 | 0.483 | | 0.436 | 0.407 | 0.425 | 0.379 | 0.209 | 1.000 | | 0.384 | 0.383 | 0.305 | 0.461 | 0.238 | 0.347 | | 0.296 | 0.290 | 0.315 | 0.276 | 0.198 | 0.535 | Shanghai | 0.472 | 0.559 | 0.590 | 0.687 | 0.138 | 0.525 | | 0.482 | 0.554 | 0.818 | 0.530 | 0.217 | 0.848 | | 0.562 | 0.628 | 1.000 | 0.582 | 0.315 | 0.763 | | 0.520 | 0.630 | 1.000 | 0.544 | 0.475 | 0.696 | Jiangsu | 0.439 | 0.536 | 0.574 | 0.355 | 1.000 | 0.672 | | 0.501 | 0.581 | 0.877 | 0.334 | 1.000 | 0.660 | | 0.584 | 0.618 | 1.000 | 0.363 | 1.000 | 0.624 | | 0.648 | 0.615 | 0.886 | 0.376 | 1.000 | 0.781 | Zhejiang | 0.503 | 0.493 | 0.649 | 0.413 | 0.353 | 1.000 | | 0.514 | 0.582 | 0.829 | 0.605 | 0.059 | 1.000 | | 0.748 | 0.637 | 1.000 | 0.589 | 0.235 | 1.000 | | 0.695 | 0.683 | 1.000 | 0.623 | 0.390 | 1.000 | Anhui | 0.350 | 0.384 | 0.613 | 0.380 | 0.215 | 0.236 | | 0.583 | 0.562 | 1.000 | 0.530 | 0.217 | 0.505 | | 0.662 | 0.682 | 1.000 | 0.531 | 0.878 | 0.535 | | 0.600 | 0.700 | 1.000 | 0.458 | 1.000 | 1.000 | Fujian | 0.456 | 0.361 | 0.420 | 0.365 | 0.296 | 0.344 | | 0.496 | 0.410 | 0.545 | 0.348 | 0.400 | 0.545 | | 0.579 | 0.439 | 0.634 | 0.376 | 0.383 | 0.540 | | 0.642 | 0.458 | 0.544 | 0.439 | 0.465 | 0.373 | Jiangxi | 0.255 | 0.443 | 0.665 | 0.233 | 1.000 | 0.135 | | 0.373 | 0.329 | 0.572 | 0.281 | 0.184 | 0.398 | | 0.355 | 0.314 | 0.620 | 0.256 | 0.154 | 0.346 | | 0.389 | 0.355 | 0.729 | 0.265 | 0.236 | 0.349 | Shandong | 0.368 | 0.491 | 1.000 | 0.341 | 0.322 | 0.700 | | 0.347 | 0.428 | 1.000 | 0.261 | 0.263 | 0.592 | | 0.486 | 0.557 | 1.000 | 0.274 | 1.000 | 0.479 | | 0.509 | 0.525 | 0.791 | 0.299 | 1.000 | 0.403 | Henan | 1.000 | 0.741 | 0.429 | 1.000 | 0.313 | 0.638 | | 1.000 | 0.703 | 0.381 | 1.000 | 0.222 | 0.473 | | 1.000 | 0.682 | 0.304 | 1.000 | 0.233 | 0.370 | | 1.000 | 0.651 | 0.298 | 1.000 | 0.106 | 0.277 | Hubei | 0.312 | 0.448 | 0.627 | 0.429 | 0.329 | 0.415 | | 0.297 | 0.393 | 0.698 | 0.359 | 0.042 | 0.692 | | 0.357 | 0.401 | 0.784 | 0.340 | 0.134 | 0.506 | | 0.296 | 0.347 | 0.628 | 0.292 | 0.138 | 0.523 | Hunan | 0.565 | 0.656 | 1.000 | 0.564 | 0.419 | 1.000 | | 0.579 | 0.493 | 1.000 | 0.352 | 0.166 | 1.000 | | 0.683 | 0.548 | 1.000 | 0.409 | 0.298 | 1.000 | | 0.678 | 0.525 | 1.000 | 0.410 | 0.165 | 1.000 | Guangdong | 1.000 | 0.895 | 0.449 | 1.000 | 1.000 | 1.000 | | 1.000 | 0.945 | 0.712 | 1.000 | 1.000 | 1.000 | | 1.000 | 0.877 | 0.861 | 1.000 | 0.454 | 1.000 | | 1.000 | 0.869 | 0.912 | 1.000 | 0.354 | 1.000 | Sichuan | 0.442 | 0.502 | 1.000 | 0.385 | 0.115 | 1.000 | | 1.000 | 0.895 | 0.609 | 1.000 | 1.000 | 0.608 | | 0.606 | 0.667 | 0.576 | 0.603 | 1.000 | 0.586 | | 0.506 | 0.700 | 1.000 | 0.510 | 1.000 | 0.633 | Shaanxi | 0.366 | 0.414 | 0.590 | 0.318 | 0.358 | 0.786 | | 0.356 | 0.605 | 0.700 | 0.495 | 1.000 | 0.261 | | 0.398 | 0.580 | 0.562 | 0.473 | 1.000 | 0.436 | | 0.261 | 0.338 | 0.555 | 0.285 | 0.312 | 0.251 | Mean | 0.547 | 0.546 | 0.683 | 0.513 | 0.451 | 0.662 | | 0.604 | 0.582 | 0.747 | 0.542 | 0.480 | 0.702 | | 0.630 | 0.589 | 0.780 | 0.528 | 0.556 | 0.635 | | 0.578 | 0.553 | 0.773 | 0.483 | 0.499 | 0.641 |
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