Studies in Science of Science ›› 2026, Vol. 44 ›› Issue (10): 2207-2217.
• Frontiers and Opinions • Previous Articles Next Articles
YANG Wu, YUAN Yuan(
), WANG Kun
Received:2025-05-13
Revised:2025-06-30
Online:2026-10-15
Published:2026-10-10
通讯作者:
袁媛(2001-),女,满族,硕士研究生,E-mail:作者简介:杨武(1961-),男,教授、博士生导师。基金资助:CLC Number:
YANG Wu, YUAN Yuan, WANG Kun. The driving role of technological innovation in the development of small and medium-sized industrial enterprises in China[J]. Studies in Science of Science, 2026, 44(10): 2207-2217.
杨武, 袁媛, 王坤. 科技创新对中国中小工业企业发展的驱动研究[J]. 科学学研究, 2026, 44(10): 2207-2217.
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https://kxxyj.magtechjournal.com/kxxyj/EN/Y2026/V44/I10/2207
| 第一层指标 | 第二层指标 | 第三层指标体系 | 基本指标单位 |
|---|---|---|---|
| 企业科技创新 | 科技创新投入 | R&D经费内部支出 | 万元 |
| R&D经费外部支出 | 万元 | ||
| 技术改造经费支出 | 万元 | ||
| 新产品开发经费支出 | 万元 | ||
| R&D研究人员折合全时当量 | 人年 | ||
| 科技创新产出 | R&D项目数 | 项 | |
| 新产品开发项目数 | 项 | ||
| 发明专利申请数 | 件 | ||
| 有效发明专利数 | 件 | ||
| 企业发展水平 | 企业创新发展 | 新产品销售收入 | 万元 |
| 新产品出口收入 | 万元 | ||
| 有R&D活动的企业数 | 个 | ||
| 有研发机构的企业数 | 个 | ||
| 企业规模发展 | 机构硕博人数 | 人 | |
| 机构人员 | 人 | ||
| 企业单位数 | 个 |
Table 1 Index system of scientific and technological innovation and enterprise development level of small and medium-sized industrial enterprises
| 第一层指标 | 第二层指标 | 第三层指标体系 | 基本指标单位 |
|---|---|---|---|
| 企业科技创新 | 科技创新投入 | R&D经费内部支出 | 万元 |
| R&D经费外部支出 | 万元 | ||
| 技术改造经费支出 | 万元 | ||
| 新产品开发经费支出 | 万元 | ||
| R&D研究人员折合全时当量 | 人年 | ||
| 科技创新产出 | R&D项目数 | 项 | |
| 新产品开发项目数 | 项 | ||
| 发明专利申请数 | 件 | ||
| 有效发明专利数 | 件 | ||
| 企业发展水平 | 企业创新发展 | 新产品销售收入 | 万元 |
| 新产品出口收入 | 万元 | ||
| 有R&D活动的企业数 | 个 | ||
| 有研发机构的企业数 | 个 | ||
| 企业规模发展 | 机构硕博人数 | 人 | |
| 机构人员 | 人 | ||
| 企业单位数 | 个 |
| 变量 | ADF值 | Z(t) | 检验结果 |
|---|---|---|---|
| lnA1 | 0.311 | 0.978 | 不平稳 |
| DlnA1 | -2.695 | 0.075 | 平稳 |
| lnA2 | -1.627 | 0.469 | 不平稳 |
| DlnA2 | -3.29 | 0.0153 | 平稳 |
| lnB | -1.323 | 0.6187 | 不平稳 |
| DlnB | -2.896 | 0.0458 | 平稳 |
Table 2 The results of the ADF unit root test
| 变量 | ADF值 | Z(t) | 检验结果 |
|---|---|---|---|
| lnA1 | 0.311 | 0.978 | 不平稳 |
| DlnA1 | -2.695 | 0.075 | 平稳 |
| lnA2 | -1.627 | 0.469 | 不平稳 |
| DlnA2 | -3.29 | 0.0153 | 平稳 |
| lnB | -1.323 | 0.6187 | 不平稳 |
| DlnB | -2.896 | 0.0458 | 平稳 |
| 期数 | DlnB方差分解 | DlnA1方差分解 | DlnA2方差分解 | ||||||
|---|---|---|---|---|---|---|---|---|---|
| DlnA1 | DlnA2 | DlnB | DlnA1 | DlnA2 | DlnB | DlnA1 | DlnA2 | DlnB | |
| 1 | 0.00 | 0.00 | 100.00 | 74.13 | 22.99 | 2.88 | 0.00 | 99.70 | 0.30 |
| 2 | 0.49 | 23.33 | 76.18 | 71.45 | 25.54 | 3.01 | 12.21 | 84.85 | 2.94 |
| 3 | 0.48 | 23.92 | 75.60 | 38.98 | 24.28 | 36.74 | 12.78 | 82.85 | 4.37 |
| 4 | 5.25 | 27.12 | 67.63 | 40.44 | 22.95 | 36.61 | 20.28 | 66.28 | 13.44 |
| 5 | 5.64 | 27.83 | 66.53 | 36.94 | 21.03 | 42.03 | 19.41 | 64.43 | 16.15 |
| 6 | 6.52 | 28.69 | 64.79 | 35.41 | 20.81 | 43.78 | 17.34 | 61.22 | 21.44 |
| 7 | 6.67 | 28.84 | 64.49 | 35.51 | 20.84 | 43.64 | 18.08 | 58.46 | 23.47 |
| 8 | 6.59 | 28.29 | 65.12 | 33.94 | 21.16 | 44.90 | 18.17 | 58.53 | 23.31 |
| 9 | 7.12 | 28.04 | 64.84 | 33.88 | 20.89 | 45.23 | 17.90 | 57.89 | 24.21 |
| 10 | 7.12 | 28.06 | 64.82 | 33.94 | 20.89 | 45.17 | 17.84 | 57.35 | 24.81 |
Table 3 Variance decomposition table
| 期数 | DlnB方差分解 | DlnA1方差分解 | DlnA2方差分解 | ||||||
|---|---|---|---|---|---|---|---|---|---|
| DlnA1 | DlnA2 | DlnB | DlnA1 | DlnA2 | DlnB | DlnA1 | DlnA2 | DlnB | |
| 1 | 0.00 | 0.00 | 100.00 | 74.13 | 22.99 | 2.88 | 0.00 | 99.70 | 0.30 |
| 2 | 0.49 | 23.33 | 76.18 | 71.45 | 25.54 | 3.01 | 12.21 | 84.85 | 2.94 |
| 3 | 0.48 | 23.92 | 75.60 | 38.98 | 24.28 | 36.74 | 12.78 | 82.85 | 4.37 |
| 4 | 5.25 | 27.12 | 67.63 | 40.44 | 22.95 | 36.61 | 20.28 | 66.28 | 13.44 |
| 5 | 5.64 | 27.83 | 66.53 | 36.94 | 21.03 | 42.03 | 19.41 | 64.43 | 16.15 |
| 6 | 6.52 | 28.69 | 64.79 | 35.41 | 20.81 | 43.78 | 17.34 | 61.22 | 21.44 |
| 7 | 6.67 | 28.84 | 64.49 | 35.51 | 20.84 | 43.64 | 18.08 | 58.46 | 23.47 |
| 8 | 6.59 | 28.29 | 65.12 | 33.94 | 21.16 | 44.90 | 18.17 | 58.53 | 23.31 |
| 9 | 7.12 | 28.04 | 64.84 | 33.88 | 20.89 | 45.23 | 17.90 | 57.89 | 24.21 |
| 10 | 7.12 | 28.06 | 64.82 | 33.94 | 20.89 | 45.17 | 17.84 | 57.35 | 24.81 |
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