Studies in Science of Science ›› 2026, Vol. 44 ›› Issue (2): 373-385.
• Innovation Explorations • Previous Articles Next Articles
JIANG Xin-hua1,2, XIAO Bing2, LIU Hai-bo1,2, ZHANG Ya-feng1(
)
Received:2024-12-03
Revised:2025-04-11
Online:2026-02-15
Published:2026-02-15
Contact:
ZHANG Ya-feng
通讯作者:
张亚峰
作者简介:姜新华(1997-),女,博士研究生。基金资助:CLC Number:
JIANG Xin-hua, XIAO Bing, LIU Hai-bo, ZHANG Ya-feng. Scientific and technological achievement transformation services and technology transfer performance of research institutions:Evidence from the Chinese Academy of Sciences[J]. Studies in Science of Science, 2026, 44(2): 373-385.
姜新华, 肖冰, 刘海波, 张亚峰. 科技成果转化服务与科研机构技术转移绩效——以中国科学院为例[J]. 科学学研究, 2026, 44(2): 373-385.
| 变量 | (1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) | (9) | (10) |
|---|---|---|---|---|---|---|---|---|---|---|
| Mean | 3.686 | 3.761 | 3.552 | 3.771 | 3.834 | 1.648 | 2.352 | 2.819 | 5.695 | 5.267 |
| SD | 0.55 | 0.609 | 0.66 | 0.588 | 0.695 | 0.48 | 0.554 | 0.907 | 4.109 | 1.423 |
| (1) TP | ||||||||||
| (2) BS | 0.406*** | |||||||||
| (3) CS | 0.485*** | 0.793*** | ||||||||
| (4) TQ | 0.490*** | 0.466*** | 0.464*** | |||||||
| (5) OS | 0.463*** | 0.305*** | 0.308*** | 0.377*** | ||||||
| (6) GR | -0.071 | -0.103 | -0.138 | 0.027 | -0.022 | |||||
| (7) ED | 0.009 | 0.052 | 0.024 | 0.021 | -0.155 | -0.179* | ||||
| (8) TL | -0.038 | -0.044 | 0.051 | 0.007 | -0.083 | -0.082 | 0.128 | |||
| (9) CY | 0.105 | 0.039 | 0.053 | 0.108 | -0.111 | 0.155 | 0.077 | -0.010 | ||
| (10) DP | 0.022 | -0.126 | -0.053 | -0.084 | -0.075 | -0.058 | -0.011 | -0.134 | -0.144 |
Table 1 Correlation analysis
| 变量 | (1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) | (9) | (10) |
|---|---|---|---|---|---|---|---|---|---|---|
| Mean | 3.686 | 3.761 | 3.552 | 3.771 | 3.834 | 1.648 | 2.352 | 2.819 | 5.695 | 5.267 |
| SD | 0.55 | 0.609 | 0.66 | 0.588 | 0.695 | 0.48 | 0.554 | 0.907 | 4.109 | 1.423 |
| (1) TP | ||||||||||
| (2) BS | 0.406*** | |||||||||
| (3) CS | 0.485*** | 0.793*** | ||||||||
| (4) TQ | 0.490*** | 0.466*** | 0.464*** | |||||||
| (5) OS | 0.463*** | 0.305*** | 0.308*** | 0.377*** | ||||||
| (6) GR | -0.071 | -0.103 | -0.138 | 0.027 | -0.022 | |||||
| (7) ED | 0.009 | 0.052 | 0.024 | 0.021 | -0.155 | -0.179* | ||||
| (8) TL | -0.038 | -0.044 | 0.051 | 0.007 | -0.083 | -0.082 | 0.128 | |||
| (9) CY | 0.105 | 0.039 | 0.053 | 0.108 | -0.111 | 0.155 | 0.077 | -0.010 | ||
| (10) DP | 0.022 | -0.126 | -0.053 | -0.084 | -0.075 | -0.058 | -0.011 | -0.134 | -0.144 |
| 变量 | 因子载荷 | Cronbach's α | AVE | CR |
|---|---|---|---|---|
| 基础增值服务能力 | 0.727 | 0.772 | 0.532 | 0.773 |
| 0.711 | ||||
| 0.750 | ||||
| 商业运营服务能力 | 0.750 | 0.776 | 0.542 | 0.780 |
| 0.690 | ||||
| 0.767 | ||||
| 科技成果质量 | 0.898 | 0.891 | 0.674 | 0.892 |
| 0.828 | ||||
| 0.704 | ||||
| 0.842 | ||||
| 组织支持 | 0.636 | 0.818 | 0.627 | 0.832 |
| 0.860 | ||||
| 0.859 | ||||
| 技术转移绩效 | 0.816 | 0.826 | 0.630 | 0.835 |
| 0.883 | ||||
| 0.667 |
Table 2 Results of reliability and validity tests
| 变量 | 因子载荷 | Cronbach's α | AVE | CR |
|---|---|---|---|---|
| 基础增值服务能力 | 0.727 | 0.772 | 0.532 | 0.773 |
| 0.711 | ||||
| 0.750 | ||||
| 商业运营服务能力 | 0.750 | 0.776 | 0.542 | 0.780 |
| 0.690 | ||||
| 0.767 | ||||
| 科技成果质量 | 0.898 | 0.891 | 0.674 | 0.892 |
| 0.828 | ||||
| 0.704 | ||||
| 0.842 | ||||
| 组织支持 | 0.636 | 0.818 | 0.627 | 0.832 |
| 0.860 | ||||
| 0.859 | ||||
| 技术转移绩效 | 0.816 | 0.826 | 0.630 | 0.835 |
| 0.883 | ||||
| 0.667 |
| TP | TQ | TP | |||||
|---|---|---|---|---|---|---|---|
| M1 | M2 | M3 | M4 | M5 | M6 | M7 | |
| GR | -0.033 | -0.010 | 0.106 | 0.116 | -0.120 | -0.074 | -0.050 |
| (0.127) | (0.123) | (0.126) | (0.125) | (0.118) | (0.119) | (0.116) | |
| ED | 0.011 | 0.033 | 0.005 | 0.028 | 0.010 | 0.009 | 0.023 |
| (0.113) | (0.109) | (0.111) | (0.111) | (0.107) | (0.105) | (0.102) | |
| TL | -0.037 | -0.062 | -0.008 | -0.035 | -0.038 | -0.034 | -0.050 |
| (0.066) | (0.063) | (0.065) | (0.065) | (0.062) | (0.061) | (0.060) | |
| CY | 控制 | 控制 | 控制 | 控制 | 控制 | 控制 | 控制 |
| DP | 控制 | 控制 | 控制 | 控制 | 控制 | 控制 | 控制 |
| BS | 0.372*** | 0.439*** | 0.201* | ||||
| (0.099) | (0.097) | (0.103) | |||||
| CS | 0.402*** | 0.410*** | 0.259*** | ||||
| (0.087) | (0.089) | (0.092) | |||||
| TQ | 0.486*** | 0.390*** | 0.349*** | ||||
| (0.097) | (0.107) | (0.105) | |||||
| _cons | 1.960*** | 1.817*** | 2.103*** | 2.202*** | 1.594** | 1.140 | 1.048 |
| (0.719) | (0.678) | (0.711) | (0.692) | (0.678) | (0.705) | (0.678) | |
| R2 | 0.324 | 0.372 | 0.414 | 0.419 | 0.395 | 0.424 | 0.452 |
| F | 1.365 | 1.689 | 2.015 | 2.060 | 1.864 | 2.000 | 2.236 |
Table 3 Results of regression of main and mediated effects
| TP | TQ | TP | |||||
|---|---|---|---|---|---|---|---|
| M1 | M2 | M3 | M4 | M5 | M6 | M7 | |
| GR | -0.033 | -0.010 | 0.106 | 0.116 | -0.120 | -0.074 | -0.050 |
| (0.127) | (0.123) | (0.126) | (0.125) | (0.118) | (0.119) | (0.116) | |
| ED | 0.011 | 0.033 | 0.005 | 0.028 | 0.010 | 0.009 | 0.023 |
| (0.113) | (0.109) | (0.111) | (0.111) | (0.107) | (0.105) | (0.102) | |
| TL | -0.037 | -0.062 | -0.008 | -0.035 | -0.038 | -0.034 | -0.050 |
| (0.066) | (0.063) | (0.065) | (0.065) | (0.062) | (0.061) | (0.060) | |
| CY | 控制 | 控制 | 控制 | 控制 | 控制 | 控制 | 控制 |
| DP | 控制 | 控制 | 控制 | 控制 | 控制 | 控制 | 控制 |
| BS | 0.372*** | 0.439*** | 0.201* | ||||
| (0.099) | (0.097) | (0.103) | |||||
| CS | 0.402*** | 0.410*** | 0.259*** | ||||
| (0.087) | (0.089) | (0.092) | |||||
| TQ | 0.486*** | 0.390*** | 0.349*** | ||||
| (0.097) | (0.107) | (0.105) | |||||
| _cons | 1.960*** | 1.817*** | 2.103*** | 2.202*** | 1.594** | 1.140 | 1.048 |
| (0.719) | (0.678) | (0.711) | (0.692) | (0.678) | (0.705) | (0.678) | |
| R2 | 0.324 | 0.372 | 0.414 | 0.419 | 0.395 | 0.424 | 0.452 |
| F | 1.365 | 1.689 | 2.015 | 2.060 | 1.864 | 2.000 | 2.236 |
| 路径 | 效应值 | 标准误 | Z值 | P值 | 下限 | 上限 | |
|---|---|---|---|---|---|---|---|
| 基础增值服务能力—科技成果质量—技术转移绩效 | 直接效应 | 0.207 | 0.097 | 2.13 | 0.033 | 0.017 | 0.397 |
| 间接效应 | 0.165 | 0.070 | 2.36 | 0.018 | 0.028 | 0.302 | |
| 商业运营服务能力—科技成果质量—技术转移绩效 | 直接效应 | 0.271 | 0.087 | 3.13 | 0.002 | 0.101 | 0.441 |
| 间接效应 | 0.134 | 0.066 | 2.04 | 0.041 | 0.005 | 0.264 | |
Table 4 Mediation effect of test results
| 路径 | 效应值 | 标准误 | Z值 | P值 | 下限 | 上限 | |
|---|---|---|---|---|---|---|---|
| 基础增值服务能力—科技成果质量—技术转移绩效 | 直接效应 | 0.207 | 0.097 | 2.13 | 0.033 | 0.017 | 0.397 |
| 间接效应 | 0.165 | 0.070 | 2.36 | 0.018 | 0.028 | 0.302 | |
| 商业运营服务能力—科技成果质量—技术转移绩效 | 直接效应 | 0.271 | 0.087 | 3.13 | 0.002 | 0.101 | 0.441 |
| 间接效应 | 0.134 | 0.066 | 2.04 | 0.041 | 0.005 | 0.264 | |
| TQ | TP | |||
|---|---|---|---|---|
| M8 | M9 | M10 | M11 | |
| GR | 0.060 | 0.088 | -0.081 | -0.048 |
| (0.121) | (0.119) | (0.119) | (0.113) | |
| ED | 0.051 | 0.071 | 0.062 | 0.082 |
| (0.107) | (0.105) | (0.106) | (0.100) | |
| TL | 0.020 | 0.005 | 0.000 | -0.014 |
| (0.063) | (0.062) | (0.062) | (0.059) | |
| CY | 控制 | 控制 | 控制 | 控制 |
| DP | 控制 | 控制 | 控制 | 控制 |
| BS | 0.322*** | 0.239** | ||
| (0.101) | (0.099) | |||
| CS | 0.323*** | 0.295*** | ||
| (0.088) | (0.084) | |||
| OS | 0.202** | 0.237*** | 0.302*** | 0.298*** |
| (0.086) | (0.082) | (0.085) | (0.078) | |
| BS×OS | 0.226 | 0.075 | ||
| (0.155) | (0.153) | |||
| CS×OS | 0.238** | 0.192* | ||
| (0.117) | (0.112) | |||
| _cons | 3.530*** | 3.386*** | 3.054*** | 2.927*** |
| (0.568) | (0.558) | (0.559) | (0.532) | |
| R2 | 0.479 | 0.499 | 0.431 | 0.488 |
| F | 2.380 | 2.578 | 1.962 | 2.461 |
Table 5 Results of the moderating effect test of organizational support
| TQ | TP | |||
|---|---|---|---|---|
| M8 | M9 | M10 | M11 | |
| GR | 0.060 | 0.088 | -0.081 | -0.048 |
| (0.121) | (0.119) | (0.119) | (0.113) | |
| ED | 0.051 | 0.071 | 0.062 | 0.082 |
| (0.107) | (0.105) | (0.106) | (0.100) | |
| TL | 0.020 | 0.005 | 0.000 | -0.014 |
| (0.063) | (0.062) | (0.062) | (0.059) | |
| CY | 控制 | 控制 | 控制 | 控制 |
| DP | 控制 | 控制 | 控制 | 控制 |
| BS | 0.322*** | 0.239** | ||
| (0.101) | (0.099) | |||
| CS | 0.323*** | 0.295*** | ||
| (0.088) | (0.084) | |||
| OS | 0.202** | 0.237*** | 0.302*** | 0.298*** |
| (0.086) | (0.082) | (0.085) | (0.078) | |
| BS×OS | 0.226 | 0.075 | ||
| (0.155) | (0.153) | |||
| CS×OS | 0.238** | 0.192* | ||
| (0.117) | (0.112) | |||
| _cons | 3.530*** | 3.386*** | 3.054*** | 2.927*** |
| (0.568) | (0.558) | (0.559) | (0.532) | |
| R2 | 0.479 | 0.499 | 0.431 | 0.488 |
| F | 2.380 | 2.578 | 1.962 | 2.461 |
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