心理学报 ›› 2024, Vol. 56 ›› Issue (3): 311-325.doi: 10.3724/SP.J.1041.2024.00311 cstr: 32110.14.2024.00311
收稿日期:
2023-04-09
发布日期:
2023-12-11
出版日期:
2024-03-25
通讯作者:
李其容, E-mail: cirongli@jlu.edu.cn基金资助:
Received:
2023-04-09
Online:
2023-12-11
Published:
2024-03-25
摘要:
本文基于“差异化−整合化”框架, 探讨团队反思训练对团队双元增长的影响(研究1)以及元知识共享与观点采择的中介作用(研究2)。本研究通过对360名新大学生组成的90个课程团队、进行为期3个月(研究1)和656名员工组成的74个创新团队、进行为期1年的追踪调查(研究2), 分别构建潜变量增长模型和潜在差分模型对数据进行分析。结果发现:(1)团队反思训练正向影响团队双元增长趋势; (2)元知识共享与观点采择中介了团队反思训练对团队双元增长趋势的正向影响, 即当团队接受反思训练后, 团队元知识共享与观点采择水平提高, 进而使团队双元水平上升。研究支持团队反思在促进团队适应能力、提高双元水平的观点, 并在此基础上进一步细化其内在机制。同时, 研究对揭示团队双元的动态性与提升复杂性具有积极作用。
中图分类号:
李其容, 李春萱. (2024). 团队反思训练对团队双元发展的影响及机制. 心理学报, 56(3), 311-325.
LI Cirong, LI Chunxuan. (2024). The influence mechanism of team reflexivity training on team ambidexterity development. Acta Psychologica Sinica, 56(3), 311-325.
模型 | χ2 | df | CFI | TLI | RMSEA | SRMR | Δχ2 | Δdf | p | ΔCFI |
---|---|---|---|---|---|---|---|---|---|---|
M1: 形态等值 | 340.27 | 238 | 0.97 | 0.95 | 0.07 | 0.05 | ||||
M2: 弱等值性 | 388.61 | 286 | 0.97 | 0.96 | 0.06 | 0.07 | 48.34 | 48 | 0.46 | <0.001 |
M3: 强等值性 | 443.02 | 334 | 0.96 | 0.97 | 0.06 | 0.07 | 54.41 | 48 | 0.24 | 0.002 |
M4: 严格等值 | 495.15 | 394 | 0.97 | 0.97 | 0.05 | 0.08 | 52.12 | 60 | 0.76 | 0.002 |
表1 研究1测量等值性检验
模型 | χ2 | df | CFI | TLI | RMSEA | SRMR | Δχ2 | Δdf | p | ΔCFI |
---|---|---|---|---|---|---|---|---|---|---|
M1: 形态等值 | 340.27 | 238 | 0.97 | 0.95 | 0.07 | 0.05 | ||||
M2: 弱等值性 | 388.61 | 286 | 0.97 | 0.96 | 0.06 | 0.07 | 48.34 | 48 | 0.46 | <0.001 |
M3: 强等值性 | 443.02 | 334 | 0.96 | 0.97 | 0.06 | 0.07 | 54.41 | 48 | 0.24 | 0.002 |
M4: 严格等值 | 495.15 | 394 | 0.97 | 0.97 | 0.05 | 0.08 | 52.12 | 60 | 0.76 | 0.002 |
变量 | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 |
---|---|---|---|---|---|---|---|---|---|
1. 团队双元T0 | — | ||||||||
2. 团队双元T1 | 0.38*** | — | |||||||
3. 团队双元T2 | 0.35*** | 0.68*** | — | ||||||
4. 团队双元T3 | 0.26*** | 0.37*** | 0.49*** | — | |||||
5. 团队双元T4 | 0.43*** | 0.27*** | 0.30*** | 0.57*** | — | ||||
6. 团队双元T5 | 0.24*** | 0.27*** | 0.36*** | 0.41*** | 0.48*** | — | |||
7. 团队双元T6 | 0.09 | 0.11 | 0.28*** | 0.41*** | 0.40*** | 0.69*** | — | ||
8. 团队反思T1 | −0.03 | 0.07 | 0.02 | 0.02 | −0.08 | −0.11 | −0.08 | — | |
9. 团队反思T2 | −0.07 | −0.04 | 0.04 | 0.10 | 0.06 | 0.07 | 0.07 | 0.39*** | — |
M | 9.18 | 9.17 | 9.10 | 9.16 | 9.17 | 9.11 | 9.13 | 4.67 | 4.79 |
SD | 0.91 | 0.96 | 0.90 | 0.89 | 0.94 | 1.08 | 0.96 | 0.56 | 0.56 |
表2 研究1描述性统计与相关分析
变量 | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 |
---|---|---|---|---|---|---|---|---|---|
1. 团队双元T0 | — | ||||||||
2. 团队双元T1 | 0.38*** | — | |||||||
3. 团队双元T2 | 0.35*** | 0.68*** | — | ||||||
4. 团队双元T3 | 0.26*** | 0.37*** | 0.49*** | — | |||||
5. 团队双元T4 | 0.43*** | 0.27*** | 0.30*** | 0.57*** | — | ||||
6. 团队双元T5 | 0.24*** | 0.27*** | 0.36*** | 0.41*** | 0.48*** | — | |||
7. 团队双元T6 | 0.09 | 0.11 | 0.28*** | 0.41*** | 0.40*** | 0.69*** | — | ||
8. 团队反思T1 | −0.03 | 0.07 | 0.02 | 0.02 | −0.08 | −0.11 | −0.08 | — | |
9. 团队反思T2 | −0.07 | −0.04 | 0.04 | 0.10 | 0.06 | 0.07 | 0.07 | 0.39*** | — |
M | 9.18 | 9.17 | 9.10 | 9.16 | 9.17 | 9.11 | 9.13 | 4.67 | 4.79 |
SD | 0.91 | 0.96 | 0.90 | 0.89 | 0.94 | 1.08 | 0.96 | 0.56 | 0.56 |
组别/模型 | χ2 | df | CFI | TLI | RMSEA | SRMR | Δχ2(Δdf) | p |
---|---|---|---|---|---|---|---|---|
M1: 无增长模型 | 77.22 | 19 | 0.70 | 0.77 | 0.19 | 0.12 | — | — |
M2: 线性增长模型 | 25.30 | 16 | 0.95 | 0.96 | 0.08 | 0.07 | 45.54(3) | <0.001 |
M3: 二次曲线增长模型 | 19.39 | 12 | 0.96 | 0.95 | 0.08 | 0.06 | 5.39(4) | 0.25 |
表3 团队双元增长趋势模型拟合比较
组别/模型 | χ2 | df | CFI | TLI | RMSEA | SRMR | Δχ2(Δdf) | p |
---|---|---|---|---|---|---|---|---|
M1: 无增长模型 | 77.22 | 19 | 0.70 | 0.77 | 0.19 | 0.12 | — | — |
M2: 线性增长模型 | 25.30 | 16 | 0.95 | 0.96 | 0.08 | 0.07 | 45.54(3) | <0.001 |
M3: 二次曲线增长模型 | 19.39 | 12 | 0.96 | 0.95 | 0.08 | 0.06 | 5.39(4) | 0.25 |
路径描述 | 路径 | Bate | z-test | p |
---|---|---|---|---|
回归路径 | 团队反思训练→ 截距 | 0.03 | 0.19 | 0.90 |
团队反思训练→ 斜率 | 0.12* | 0.06 | 0.02 | |
协相关路径 | 截距↔斜率 | −0.11*** | 0.05 | <0.001 |
潜变量均值 | 截距 | 9.14*** | 0.13 | <0.001 |
斜率 | −0.07 | 0.04 | 0.09 | |
潜变量均方差值 | 截距 | 0.64*** | 0.11 | <0.001 |
斜率 | 0.04*** | 0.01 | <0.001 |
表4 团队反思训练与团队双元增长趋势的有条件潜变量增长模型路径系数
路径描述 | 路径 | Bate | z-test | p |
---|---|---|---|---|
回归路径 | 团队反思训练→ 截距 | 0.03 | 0.19 | 0.90 |
团队反思训练→ 斜率 | 0.12* | 0.06 | 0.02 | |
协相关路径 | 截距↔斜率 | −0.11*** | 0.05 | <0.001 |
潜变量均值 | 截距 | 9.14*** | 0.13 | <0.001 |
斜率 | −0.07 | 0.04 | 0.09 | |
潜变量均方差值 | 截距 | 0.64*** | 0.11 | <0.001 |
斜率 | 0.04*** | 0.01 | <0.001 |
路径描述 | 路径 | 加法 | 乘法 | 减法 | |||
---|---|---|---|---|---|---|---|
Bate (SE) | p | Bate (SE) | p | Bate (SE) | p | ||
回归路径 | 团队反思训练→截距 | 0.03 (0.19) | 0.90 | 0.15 (0.87) | 0.86 | −0.10 (0.12) | 0.42 |
团队反思训练→斜率 | 0.12 (0.05) | 0.02 | 0.56 (0.24) | 0.02 | 0.01 (0.03) | 0.88 | |
协相关路径 | 截距↔斜率 | −0.11 (0.02) | <0.001 | −2.23 (0.50) | <0.001 | −0.03 (0.01) | 0.04 |
表5 研究1事后分析结果
路径描述 | 路径 | 加法 | 乘法 | 减法 | |||
---|---|---|---|---|---|---|---|
Bate (SE) | p | Bate (SE) | p | Bate (SE) | p | ||
回归路径 | 团队反思训练→截距 | 0.03 (0.19) | 0.90 | 0.15 (0.87) | 0.86 | −0.10 (0.12) | 0.42 |
团队反思训练→斜率 | 0.12 (0.05) | 0.02 | 0.56 (0.24) | 0.02 | 0.01 (0.03) | 0.88 | |
协相关路径 | 截距↔斜率 | −0.11 (0.02) | <0.001 | −2.23 (0.50) | <0.001 | −0.03 (0.01) | 0.04 |
模型 | χ2 | df | CFI | TLI | RMSEA | SRMR | Δχ2 | Δdf | p | ΔCFI |
---|---|---|---|---|---|---|---|---|---|---|
M1: 形态等值 | 202.18 | 266 | 1.00 | 1.00 | 0.000 | 0.023 | ||||
M2: 弱等值性 | 214.17 | 239 | 1.00 | 1.00 | 0.000 | 0.024 | 11.99 | 13 | 0.53 | 0.000 |
M3: 强等值性 | 232.59 | 252 | 1.00 | 1.00 | 0.000 | 0.025 | 18.42 | 13 | 0.14 | 0.000 |
M4: 严格等值 | 252.06 | 269 | 1.00 | 1.00 | 0.000 | 0.025 | 19.47 | 17 | 0.30 | 0.000 |
表6 研究2测量等值性检验
模型 | χ2 | df | CFI | TLI | RMSEA | SRMR | Δχ2 | Δdf | p | ΔCFI |
---|---|---|---|---|---|---|---|---|---|---|
M1: 形态等值 | 202.18 | 266 | 1.00 | 1.00 | 0.000 | 0.023 | ||||
M2: 弱等值性 | 214.17 | 239 | 1.00 | 1.00 | 0.000 | 0.024 | 11.99 | 13 | 0.53 | 0.000 |
M3: 强等值性 | 232.59 | 252 | 1.00 | 1.00 | 0.000 | 0.025 | 18.42 | 13 | 0.14 | 0.000 |
M4: 严格等值 | 252.06 | 269 | 1.00 | 1.00 | 0.000 | 0.025 | 19.47 | 17 | 0.30 | 0.000 |
变量 | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
团队层面(N = 74) | ||||||||||||
1. 观点采择T0 | — | |||||||||||
2. 观点采择T1 | 0.96*** | — | ||||||||||
3. 元知识共享T0 | −0.04 | −0.08 | — | |||||||||
4. 元知识共享T1 | −0.06 | −0.07 | 0.96*** | — | ||||||||
5. 团队双元T1 | 0.16 | 0.18 | −0.05 | −0.02 | — | |||||||
6. 团队双元T2 | −0.07 | 0.03 | −0.08 | 0.02 | 0.39*** | — | ||||||
7. 团队任期 | 0.18 | 0.23 | −0.05 | −0.04 | 0.03 | 0.21 | — | |||||
8. 团队规模 | 0.07 | 0.01 | 0.01 | 0.01 | −0.05 | −0.10 | −0.12 | — | ||||
M | 4.52 | 4.53 | 4.67 | 4.70 | 0.91 | 0.94 | 5.51 | 8.86 | ||||
SD | 0.33 | 0.34 | 0.43 | 0.44 | 0.45 | 0.44 | 0.33 | 1.36 | ||||
个体层面(n = 656) | ||||||||||||
1. 探索式学习T1 | — | |||||||||||
2. 探索式学习T2 | 0.06 | — | ||||||||||
3. 利用式学习T1 | 0.01 | 0.05 | — | |||||||||
4. 利用式学习T2 | 0.13*** | 0.10** | 0.09* | — | ||||||||
5. 观点采择T0 | −0.00 | 0.02 | 0.06 | −0.03 | — | |||||||
6. 观点采择T1 | 0.01 | 0.02 | 0.07 | −0.00 | 0.87*** | — | ||||||
7. 元知识共享T0 | −0.03 | −0.02 | 0.03 | −0.02 | −0.04 | −0.04 | — | |||||
8. 元知识共享T1 | −0.04 | 0.06 | 0.07 | −0.02 | −0.06 | −0.06 | 0.80*** | — | ||||
9. 性别 | −0.02 | 0.01 | −0.05 | 0.03 | −0.03 | −0.03 | −0.03 | −0.06 | — | |||
10. 年龄 | −0.05 | 0.01 | −0.07 | −0.06 | 0.02 | 0.01 | −0.04 | −0.03 | 0.01 | — | ||
11. 受教育程度 | −0.04 | 0.08* | −0.04 | 0.04 | 0.01 | 0.02 | −0.05 | −0.00 | −0.01 | 0.04 | — | |
12. 团队任期(个人) | −0.09* | 0.08* | −0.04 | 0.01 | 0.02 | 0.03 | 0.01 | 0.00 | −0.01 | −0.02 | −0.01 | — |
M | 4.53 | 4.69 | 4.56 | 4.69 | 4.52 | 4.53 | 4.67 | 4.70 | 0.28 | 26.4 | 1.97 | 5.51 |
SD | 0.57 | 0.58 | 0.57 | 0.58 | 0.57 | 0.57 | 0.59 | 0.60 | 0.45 | 3.10 | 0.72 | 0.96 |
表7 研究2描述性统计与相关分析
变量 | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
团队层面(N = 74) | ||||||||||||
1. 观点采择T0 | — | |||||||||||
2. 观点采择T1 | 0.96*** | — | ||||||||||
3. 元知识共享T0 | −0.04 | −0.08 | — | |||||||||
4. 元知识共享T1 | −0.06 | −0.07 | 0.96*** | — | ||||||||
5. 团队双元T1 | 0.16 | 0.18 | −0.05 | −0.02 | — | |||||||
6. 团队双元T2 | −0.07 | 0.03 | −0.08 | 0.02 | 0.39*** | — | ||||||
7. 团队任期 | 0.18 | 0.23 | −0.05 | −0.04 | 0.03 | 0.21 | — | |||||
8. 团队规模 | 0.07 | 0.01 | 0.01 | 0.01 | −0.05 | −0.10 | −0.12 | — | ||||
M | 4.52 | 4.53 | 4.67 | 4.70 | 0.91 | 0.94 | 5.51 | 8.86 | ||||
SD | 0.33 | 0.34 | 0.43 | 0.44 | 0.45 | 0.44 | 0.33 | 1.36 | ||||
个体层面(n = 656) | ||||||||||||
1. 探索式学习T1 | — | |||||||||||
2. 探索式学习T2 | 0.06 | — | ||||||||||
3. 利用式学习T1 | 0.01 | 0.05 | — | |||||||||
4. 利用式学习T2 | 0.13*** | 0.10** | 0.09* | — | ||||||||
5. 观点采择T0 | −0.00 | 0.02 | 0.06 | −0.03 | — | |||||||
6. 观点采择T1 | 0.01 | 0.02 | 0.07 | −0.00 | 0.87*** | — | ||||||
7. 元知识共享T0 | −0.03 | −0.02 | 0.03 | −0.02 | −0.04 | −0.04 | — | |||||
8. 元知识共享T1 | −0.04 | 0.06 | 0.07 | −0.02 | −0.06 | −0.06 | 0.80*** | — | ||||
9. 性别 | −0.02 | 0.01 | −0.05 | 0.03 | −0.03 | −0.03 | −0.03 | −0.06 | — | |||
10. 年龄 | −0.05 | 0.01 | −0.07 | −0.06 | 0.02 | 0.01 | −0.04 | −0.03 | 0.01 | — | ||
11. 受教育程度 | −0.04 | 0.08* | −0.04 | 0.04 | 0.01 | 0.02 | −0.05 | −0.00 | −0.01 | 0.04 | — | |
12. 团队任期(个人) | −0.09* | 0.08* | −0.04 | 0.01 | 0.02 | 0.03 | 0.01 | 0.00 | −0.01 | −0.02 | −0.01 | — |
M | 4.53 | 4.69 | 4.56 | 4.69 | 4.52 | 4.53 | 4.67 | 4.70 | 0.28 | 26.4 | 1.97 | 5.51 |
SD | 0.57 | 0.58 | 0.57 | 0.58 | 0.57 | 0.57 | 0.59 | 0.60 | 0.45 | 3.10 | 0.72 | 0.96 |
效度 | 团队探索式创新 | 团队利用式创新 | 团队观点采择 | 团队元知识共享 | ||||
---|---|---|---|---|---|---|---|---|
T2 | T3 | T2 | T3 | T1 | T2 | T1 | T2 | |
Rwg均值 | 0.93 | 0.93 | 0.93 | 0.93 | 0.94 | 0.94 | 0.95 | 0.95 |
Rwg中位数 | 0.93 | 0.93 | 0.93 | 0.92 | 0.94 | 0.94 | 0.97 | 0.97 |
ICC (1) | 0.12 | 0.10 | 0.14 | 0.13 | 0.24 | 0.27 | 0.47 | 0.46 |
ICC (2) | 0.55 | 0.49 | 0.58 | 0.56 | 0.73 | 0.76 | 0.88 | 0.88 |
表8 数据聚合分析
效度 | 团队探索式创新 | 团队利用式创新 | 团队观点采择 | 团队元知识共享 | ||||
---|---|---|---|---|---|---|---|---|
T2 | T3 | T2 | T3 | T1 | T2 | T1 | T2 | |
Rwg均值 | 0.93 | 0.93 | 0.93 | 0.93 | 0.94 | 0.94 | 0.95 | 0.95 |
Rwg中位数 | 0.93 | 0.93 | 0.93 | 0.92 | 0.94 | 0.94 | 0.97 | 0.97 |
ICC (1) | 0.12 | 0.10 | 0.14 | 0.13 | 0.24 | 0.27 | 0.47 | 0.46 |
ICC (2) | 0.55 | 0.49 | 0.58 | 0.56 | 0.73 | 0.76 | 0.88 | 0.88 |
路径 | 加法 | 乘法 | 减法 | |||
---|---|---|---|---|---|---|
Bate (SE) | p | Bate (SE) | p | Bate (SE) | p | |
团队反思训练→元知识共享变化 | 0.08 (0.03) | 0.005 | 0.08 (0.03) | 0.005 | 0.08 (0.03) | 0.005 |
团队反思训练→观点采择变化 | 0.05 (0.02) | 0.02 | 0.05 (0.02) | 0.02 | 0.05 (0.02) | 0.02 |
元知识共享变化→团队双元变化 | 0.96 (0.37) | 0.009 | 4.57 (1.68) | 0.006 | 0.04 (0.31) | 0.90 |
观点采择变化→团队双元变化 | 1.01 (0.45) | 0.024 | 4.46 (2.05) | 0.03 | −0.48 (0.38) | 0.21 |
表9 研究2事后分析结果
路径 | 加法 | 乘法 | 减法 | |||
---|---|---|---|---|---|---|
Bate (SE) | p | Bate (SE) | p | Bate (SE) | p | |
团队反思训练→元知识共享变化 | 0.08 (0.03) | 0.005 | 0.08 (0.03) | 0.005 | 0.08 (0.03) | 0.005 |
团队反思训练→观点采择变化 | 0.05 (0.02) | 0.02 | 0.05 (0.02) | 0.02 | 0.05 (0.02) | 0.02 |
元知识共享变化→团队双元变化 | 0.96 (0.37) | 0.009 | 4.57 (1.68) | 0.006 | 0.04 (0.31) | 0.90 |
观点采择变化→团队双元变化 | 1.01 (0.45) | 0.024 | 4.46 (2.05) | 0.03 | −0.48 (0.38) | 0.21 |
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