心理学报 ›› 2025, Vol. 57 ›› Issue (8): 1452-1467.doi: 10.3724/SP.J.1041.2025.1452 cstr: 32110.14.2025.1452
收稿日期:2024-08-10
发布日期:2025-05-22
出版日期:2025-08-25
通讯作者:
徐四华, E-mail: sihuaxu@shisu.edu.cn作者简介:第一联系人:†共同第一作者。
基金资助:
WANG Zuo-Jun1,†, YE Yan2,†, CHENG Xue-Yan3, XU Sihua4,5(
)
Received:2024-08-10
Online:2025-05-22
Published:2025-08-25
摘要: 互惠与公平是人际互动的基本准则。以往研究往往分别考察互惠与公平原则对人际行为的影响, 却鲜有研究考察当两者相悖时人们如何取舍。本研究5项实验分别通过故事情境法和实验室实验法操纵受人恩惠的条件, 并考察其对个体不公平规避行为的影响及潜在心理机制。结果表明, 受人恩惠, 无论是大恩惠还是“小恩小惠”, 均显著降低了个体的不公平规避行为。研究结果还揭示了不同大小恩惠条件下中介机制的不对称性:在大恩惠条件下, 亏欠情绪中介了受人恩惠对不公平规避行为的影响, 而在“小恩小惠”条件下, 感激情绪起到了中介作用。研究结果不仅为理解公平行为的复杂心理过程提供了新的解释视角, 同时也为企业和政府部门制定相关政策, 有效规避由恩惠而引发的违反公平的现象提供实践依据。
中图分类号:
汪祚军, 叶妍, 程雪岩, 徐四华. (2025). “人情”与公平的抉择?恩惠对不公平规避行为的影响. 心理学报, 57(8), 1452-1467.
WANG Zuo-Jun, YE Yan, CHENG Xue-Yan, XU Sihua. (2025). “Renqing” or equity? The influence of favor acceptance on inequity aversion. Acta Psychologica Sinica, 57(8), 1452-1467.
| 恩惠 | 实验1B (80元大恩惠) | 实验2A (2元小恩惠) | 实验2B (非金钱小恩惠) | 实验3 (20~60元恩惠) | ||||||
|---|---|---|---|---|---|---|---|---|---|---|
| 无 | 有 | 无 | 有 | 无 | 有 | 无 | 20元 | 40元 | 60元 | |
| 感激 | 0.84*** (1.40) | 2.19*** (0.97) | −0.95*** (1.62) | 0.79*** (1.54) | −1.00*** (1.40) | 1.88*** (1.28) | −1.06*** (0.89) | 0.55** (1.02) | 0.97*** (0.79) | 1.11*** (0.78) |
| 亏欠 | −1.36*** (1.31) | 0.22 (1.67) | −1.75* (1.29) | −0.60*** (1.75) | −1.55*** (1.28) | −1.60*** (1.24) | −1.21*** (0.91) | −0.14 (1.07) | −0.14 (1.26) | 0.27 (1.11) |
表1 感激和亏欠情绪的跨实验比较
| 恩惠 | 实验1B (80元大恩惠) | 实验2A (2元小恩惠) | 实验2B (非金钱小恩惠) | 实验3 (20~60元恩惠) | ||||||
|---|---|---|---|---|---|---|---|---|---|---|
| 无 | 有 | 无 | 有 | 无 | 有 | 无 | 20元 | 40元 | 60元 | |
| 感激 | 0.84*** (1.40) | 2.19*** (0.97) | −0.95*** (1.62) | 0.79*** (1.54) | −1.00*** (1.40) | 1.88*** (1.28) | −1.06*** (0.89) | 0.55** (1.02) | 0.97*** (0.79) | 1.11*** (0.78) |
| 亏欠 | −1.36*** (1.31) | 0.22 (1.67) | −1.75* (1.29) | −0.60*** (1.75) | −1.55*** (1.28) | −1.60*** (1.24) | −1.21*** (0.91) | −0.14 (1.07) | −0.14 (1.26) | 0.27 (1.11) |
| 参数 | 全模型 | 最简模型 | ||||||
|---|---|---|---|---|---|---|---|---|
| b | SE | z | p | b | SE | z | p | |
| 截距 | 5.69 | 1.09 | 5.24 | <0.001 | 12.91 | 1.58 | 8.17 | <0.001 |
| 恩惠 | 2.46 | 1.77 | 1.40 | 0.163 | ||||
| 分配方案7 : 3 | −10.33 | 1.95 | −5.31 | <0.001 | −24.77 | 1.97 | −12.59 | <0.001 |
| 分配方案8 : 2 | −16.60 | 2.84 | −5.84 | <0.001 | −40.62 | 2.79 | −14.58 | <0.001 |
| 分配方案9 : 1 | −20.98 | 3.80 | −5.51 | <0.001 | −54.32 | 3.75 | −14.49 | <0.001 |
| 恩惠×分配方案7 : 3 | −2.27 | 2.02 | −1.12 | 0.262 | ||||
| 恩惠×分配方案8 : 2 | −0.82 | 2.34 | −0.35 | 0.726 | ||||
| 恩惠×分配方案9 : 1 | 2.48 | 2.73 | 0.91 | 0.364 | ||||
| AIC | 337.00 | 252.00 | ||||||
| BIC | 374.85 | 273.03 | ||||||
| N | 124 | 124 | ||||||
附表1 实验1A广义线性混合模型
| 参数 | 全模型 | 最简模型 | ||||||
|---|---|---|---|---|---|---|---|---|
| b | SE | z | p | b | SE | z | p | |
| 截距 | 5.69 | 1.09 | 5.24 | <0.001 | 12.91 | 1.58 | 8.17 | <0.001 |
| 恩惠 | 2.46 | 1.77 | 1.40 | 0.163 | ||||
| 分配方案7 : 3 | −10.33 | 1.95 | −5.31 | <0.001 | −24.77 | 1.97 | −12.59 | <0.001 |
| 分配方案8 : 2 | −16.60 | 2.84 | −5.84 | <0.001 | −40.62 | 2.79 | −14.58 | <0.001 |
| 分配方案9 : 1 | −20.98 | 3.80 | −5.51 | <0.001 | −54.32 | 3.75 | −14.49 | <0.001 |
| 恩惠×分配方案7 : 3 | −2.27 | 2.02 | −1.12 | 0.262 | ||||
| 恩惠×分配方案8 : 2 | −0.82 | 2.34 | −0.35 | 0.726 | ||||
| 恩惠×分配方案9 : 1 | 2.48 | 2.73 | 0.91 | 0.364 | ||||
| AIC | 337.00 | 252.00 | ||||||
| BIC | 374.85 | 273.03 | ||||||
| N | 124 | 124 | ||||||
| 参数 | 全模型 | 最简模型 | ||||||
|---|---|---|---|---|---|---|---|---|
| b | SE | z | p | b | SE | z | p | |
| 截距 | 0.67 | 0.37 | 1.79 | 0.073 | 0.57 | 0.35 | 1.62 | 0.106 |
| 恩惠 | 0.93 | 0.54 | 1.73 | 0.084 | 1.14 | 0.48 | 2.35 | 0.019 |
| 分配方案 | −4.05 | 0.59 | −6.89 | <0.001 | −3.74 | 0.44 | −8.53 | <0.001 |
| 恩惠×分配方案 | 0.56 | 0.65 | 0.87 | 0.384 | ||||
| AIC | 493.60 | 492.37 | ||||||
| BIC | 514.63 | 509.20 | ||||||
| N | 124 | 124 | ||||||
附表2 实验1A分配方案合并后的广义线性混合模型
| 参数 | 全模型 | 最简模型 | ||||||
|---|---|---|---|---|---|---|---|---|
| b | SE | z | p | b | SE | z | p | |
| 截距 | 0.67 | 0.37 | 1.79 | 0.073 | 0.57 | 0.35 | 1.62 | 0.106 |
| 恩惠 | 0.93 | 0.54 | 1.73 | 0.084 | 1.14 | 0.48 | 2.35 | 0.019 |
| 分配方案 | −4.05 | 0.59 | −6.89 | <0.001 | −3.74 | 0.44 | −8.53 | <0.001 |
| 恩惠×分配方案 | 0.56 | 0.65 | 0.87 | 0.384 | ||||
| AIC | 493.60 | 492.37 | ||||||
| BIC | 514.63 | 509.20 | ||||||
| N | 124 | 124 | ||||||
| 参数 | 全模型 | 最简模型 | ||||||
|---|---|---|---|---|---|---|---|---|
| b | SE | z | p | b | SE | z | p | |
| 截距 | −1.74 | 0.88 | −1.97 | 0.049 | −6.80 | 0.88 | −7.70 | <0.001 |
| 恩惠 | 7.19 | 1.59 | 4.51 | <0.001 | 13.12 | 1.32 | 9.96 | <0.001 |
| 分配方案7 : 3 | −6.69 | 1.28 | −5.24 | <0.001 | −11.66 | 1.21 | −9.63 | <0.001 |
| 分配方案8 : 2 | −9.99 | 1.54 | −6.50 | <0.001 | −14.69 | 1.57 | −9.33 | <0.001 |
| 分配方案9 : 1 | −8.40 | 1.42 | −5.90 | <0.001 | −15.15 | 1.62 | −9.35 | <0.001 |
| 恩惠×分配方案7 : 3 | −2.20 | 1.97 | −1.12 | 0.263 | ||||
| 恩惠×分配方案8 : 2 | −0.85 | 2.18 | −0.39 | 0.697 | ||||
| 恩惠×分配方案9 : 1 | −3.26 | 2.11 | −1.55 | 0.122 | ||||
| AIC | 631.98 | 624.44 | ||||||
| BIC | 674.71 | 652.92 | ||||||
| N | 213 | 213 | ||||||
附表3 实验1B广义线性混合模型
| 参数 | 全模型 | 最简模型 | ||||||
|---|---|---|---|---|---|---|---|---|
| b | SE | z | p | b | SE | z | p | |
| 截距 | −1.74 | 0.88 | −1.97 | 0.049 | −6.80 | 0.88 | −7.70 | <0.001 |
| 恩惠 | 7.19 | 1.59 | 4.51 | <0.001 | 13.12 | 1.32 | 9.96 | <0.001 |
| 分配方案7 : 3 | −6.69 | 1.28 | −5.24 | <0.001 | −11.66 | 1.21 | −9.63 | <0.001 |
| 分配方案8 : 2 | −9.99 | 1.54 | −6.50 | <0.001 | −14.69 | 1.57 | −9.33 | <0.001 |
| 分配方案9 : 1 | −8.40 | 1.42 | −5.90 | <0.001 | −15.15 | 1.62 | −9.35 | <0.001 |
| 恩惠×分配方案7 : 3 | −2.20 | 1.97 | −1.12 | 0.263 | ||||
| 恩惠×分配方案8 : 2 | −0.85 | 2.18 | −0.39 | 0.697 | ||||
| 恩惠×分配方案9 : 1 | −3.26 | 2.11 | −1.55 | 0.122 | ||||
| AIC | 631.98 | 624.44 | ||||||
| BIC | 674.71 | 652.92 | ||||||
| N | 213 | 213 | ||||||
| 参数 | 全模型 | 最简模型 | ||||||
|---|---|---|---|---|---|---|---|---|
| b | SE | z | p | b | SE | z | p | |
| 截距 | −1.58 | 0.36 | −4.44 | <0.001 | −1.53 | 0.34 | −4.43 | <0.001 |
| 恩惠 | 2.58 | 0.51 | 5.05 | <0.001 | 2.47 | 0.48 | 5.18 | <0.001 |
| 分配方案 | −2.46 | 0.41 | −5.99 | <0.001 | −2.66 | 0.30 | −8.96 | <0.001 |
| 恩惠×分配方案 | −0.34 | 0.51 | −0.67 | 0.503 | ||||
| AIC | 793.83 | 792.28 | ||||||
| BIC | 817.57 | 811.27 | ||||||
| N | 213 | 213 | ||||||
附表4 实验1B分配方案合并后的广义线性混合模型
| 参数 | 全模型 | 最简模型 | ||||||
|---|---|---|---|---|---|---|---|---|
| b | SE | z | p | b | SE | z | p | |
| 截距 | −1.58 | 0.36 | −4.44 | <0.001 | −1.53 | 0.34 | −4.43 | <0.001 |
| 恩惠 | 2.58 | 0.51 | 5.05 | <0.001 | 2.47 | 0.48 | 5.18 | <0.001 |
| 分配方案 | −2.46 | 0.41 | −5.99 | <0.001 | −2.66 | 0.30 | −8.96 | <0.001 |
| 恩惠×分配方案 | −0.34 | 0.51 | −0.67 | 0.503 | ||||
| AIC | 793.83 | 792.28 | ||||||
| BIC | 817.57 | 811.27 | ||||||
| N | 213 | 213 | ||||||
| 参数 | 全模型 | 最简模型 | ||||||
|---|---|---|---|---|---|---|---|---|
| b | SE | z | p | b | SE | z | p | |
| 截距 | 4.05 | 1.80 | 2.25 | 0.024 | 10.56 | 1.46 | 7.24 | <0.001 |
| 恩惠 | 5.01 | 2.27 | 2.21 | 0.027 | 21.67 | 2.27 | 9.57 | <0.001 |
| 分配方案7 : 3 | −9.06 | 2.44 | −3.71 | <0.001 | −21.65 | 2.21 | −9.78 | <0.001 |
| 分配方案8 : 2 | −14.53 | 3.90 | −3.73 | <0.001 | −43.70 | 3.54 | −12.33 | <0.001 |
| 分配方案9 : 1 | −14.44 | 3.88 | −3.73 | <0.001 | −57.03 | 4.79 | −11.91 | <0.001 |
| 恩惠×分配方案7 : 3 | 1.68 | 2.22 | 0.76 | 0.450 | ||||
| 恩惠×分配方案8 : 2 | −1.30 | 2.51 | −0.52 | 0.604 | ||||
| 恩惠×分配方案9 : 1 | −3.81 | 2.60 | −1.47 | 0.143 | ||||
| AIC | 341.40 | 290.27 | ||||||
| BIC | 378.58 | 315.06 | ||||||
| N | 115 | 115 | ||||||
附表5 实验2A广义线性混合模型
| 参数 | 全模型 | 最简模型 | ||||||
|---|---|---|---|---|---|---|---|---|
| b | SE | z | p | b | SE | z | p | |
| 截距 | 4.05 | 1.80 | 2.25 | 0.024 | 10.56 | 1.46 | 7.24 | <0.001 |
| 恩惠 | 5.01 | 2.27 | 2.21 | 0.027 | 21.67 | 2.27 | 9.57 | <0.001 |
| 分配方案7 : 3 | −9.06 | 2.44 | −3.71 | <0.001 | −21.65 | 2.21 | −9.78 | <0.001 |
| 分配方案8 : 2 | −14.53 | 3.90 | −3.73 | <0.001 | −43.70 | 3.54 | −12.33 | <0.001 |
| 分配方案9 : 1 | −14.44 | 3.88 | −3.73 | <0.001 | −57.03 | 4.79 | −11.91 | <0.001 |
| 恩惠×分配方案7 : 3 | 1.68 | 2.22 | 0.76 | 0.450 | ||||
| 恩惠×分配方案8 : 2 | −1.30 | 2.51 | −0.52 | 0.604 | ||||
| 恩惠×分配方案9 : 1 | −3.81 | 2.60 | −1.47 | 0.143 | ||||
| AIC | 341.40 | 290.27 | ||||||
| BIC | 378.58 | 315.06 | ||||||
| N | 115 | 115 | ||||||
| 参数 | 全模型 | 最简模型 | ||||||
|---|---|---|---|---|---|---|---|---|
| b | SE | z | p | b | SE | z | p | |
| 截距 | −0.37 | 0.65 | −0.57 | 0.567 | −0.05 | 0.61 | −0.08 | 0.938 |
| 恩惠 | 2.51 | 0.99 | 2.54 | 0.011 | 1.80 | 0.85 | 2.11 | 0.035 |
| 分配方案 | −3.70 | 0.79 | −4.65 | <0.001 | −4.64 | 0.77 | −6.07 | <0.001 |
| 恩惠×分配方案 | −1.88 | 1.02 | −1.83 | 0.067 | ||||
| AIC | 422.28 | 424.02 | ||||||
| BIC | 442.94 | 440.55 | ||||||
| N | 115 | 115 | ||||||
附表6 实验2A分配方案合并后的广义线性混合模型
| 参数 | 全模型 | 最简模型 | ||||||
|---|---|---|---|---|---|---|---|---|
| b | SE | z | p | b | SE | z | p | |
| 截距 | −0.37 | 0.65 | −0.57 | 0.567 | −0.05 | 0.61 | −0.08 | 0.938 |
| 恩惠 | 2.51 | 0.99 | 2.54 | 0.011 | 1.80 | 0.85 | 2.11 | 0.035 |
| 分配方案 | −3.70 | 0.79 | −4.65 | <0.001 | −4.64 | 0.77 | −6.07 | <0.001 |
| 恩惠×分配方案 | −1.88 | 1.02 | −1.83 | 0.067 | ||||
| AIC | 422.28 | 424.02 | ||||||
| BIC | 442.94 | 440.55 | ||||||
| N | 115 | 115 | ||||||
| 参数 | 全模型 | 最简模型 | ||||||
|---|---|---|---|---|---|---|---|---|
| b | SE | z | p | b | SE | z | p | |
| 截距 | 1.47 | 0.51 | 2.90 | 0.004 | 1.13 | 0.46 | 2.45 | 0.014 |
| 恩惠 | 1.22 | 0.71 | 1.72 | 0.085 | 1.93 | 0.62 | 3.09 | 0.002 |
| 分配方案7 : 3 | −4.71 | 0.56 | −8.49 | <0.001 | −3.99 | 0.34 | −11.70 | <0.001 |
| 分配方案8 : 2 | −7.12 | 0.75 | −9.43 | <0.001 | −6.54 | 0.47 | −14.03 | <0.001 |
| 分配方案9 : 1 | −24.32 | 95.08 | −0.26 | 0.798 | −7.80 | 0.58 | −13.44 | <0.001 |
| 恩惠×分配方案7 : 3 | 1.24 | 0.65 | 1.91 | 0.056 | ||||
| 恩惠×分配方案8 : 2 | 0.98 | 0.87 | 1.12 | 0.262 | ||||
| 恩惠×分配方案9 : 1 | 17.41 | 95.08 | 0.18 | 0.855 | ||||
| AIC | 773.80 | 777.57 | ||||||
| BIC | 820.63 | 808.79 | ||||||
| N | 84 | 84 | ||||||
附表7 实验2B广义线性混合模型
| 参数 | 全模型 | 最简模型 | ||||||
|---|---|---|---|---|---|---|---|---|
| b | SE | z | p | b | SE | z | p | |
| 截距 | 1.47 | 0.51 | 2.90 | 0.004 | 1.13 | 0.46 | 2.45 | 0.014 |
| 恩惠 | 1.22 | 0.71 | 1.72 | 0.085 | 1.93 | 0.62 | 3.09 | 0.002 |
| 分配方案7 : 3 | −4.71 | 0.56 | −8.49 | <0.001 | −3.99 | 0.34 | −11.70 | <0.001 |
| 分配方案8 : 2 | −7.12 | 0.75 | −9.43 | <0.001 | −6.54 | 0.47 | −14.03 | <0.001 |
| 分配方案9 : 1 | −24.32 | 95.08 | −0.26 | 0.798 | −7.80 | 0.58 | −13.44 | <0.001 |
| 恩惠×分配方案7 : 3 | 1.24 | 0.65 | 1.91 | 0.056 | ||||
| 恩惠×分配方案8 : 2 | 0.98 | 0.87 | 1.12 | 0.262 | ||||
| 恩惠×分配方案9 : 1 | 17.41 | 95.08 | 0.18 | 0.855 | ||||
| AIC | 773.80 | 777.57 | ||||||
| BIC | 820.63 | 808.79 | ||||||
| N | 84 | 84 | ||||||
| 参数 | 全模型 | 最简模型 | ||||||
|---|---|---|---|---|---|---|---|---|
| b | SE | z | p | b | SE | z | p | |
| 截距 | −0.50 | 0.29 | −1.69 | 0.091 | −0.54 | 0.29 | −1.85 | 0.064 |
| 恩惠 | 1.17 | 0.42 | 2.82 | 0.005 | 1.27 | 0.41 | 3.11 | 0.002 |
| 分配方案 | −4.43 | 0.47 | −9.41 | <0.001 | −4.02 | 0.27 | −14.72 | <0.001 |
| 恩惠×分配方案 | 0.63 | 0.55 | 1.14 | 0.256 | ||||
| AIC | 1038.32 | 1037.67 | ||||||
| BIC | 1064.34 | 1058.48 | ||||||
| N | 84 | 84 | ||||||
附表8 实验2B分配方案合并后的广义线性混合模型
| 参数 | 全模型 | 最简模型 | ||||||
|---|---|---|---|---|---|---|---|---|
| b | SE | z | p | b | SE | z | p | |
| 截距 | −0.50 | 0.29 | −1.69 | 0.091 | −0.54 | 0.29 | −1.85 | 0.064 |
| 恩惠 | 1.17 | 0.42 | 2.82 | 0.005 | 1.27 | 0.41 | 3.11 | 0.002 |
| 分配方案 | −4.43 | 0.47 | −9.41 | <0.001 | −4.02 | 0.27 | −14.72 | <0.001 |
| 恩惠×分配方案 | 0.63 | 0.55 | 1.14 | 0.256 | ||||
| AIC | 1038.32 | 1037.67 | ||||||
| BIC | 1064.34 | 1058.48 | ||||||
| N | 84 | 84 | ||||||
| 参数 | 全模型 | 最简模型 | ||||||
|---|---|---|---|---|---|---|---|---|
| b | SE | z | p | b | SE | z | p | |
| 截距 | 0.47 | 2.17 | 0.22 | 0.827 | −8.67 | 1.29 | −6.73 | <0.001 |
| 分配方案7 : 3 | −5.66 | 2.12 | −2.67 | 0.008 | −9.45 | 0.97 | −9.73 | <0.001 |
| 分配方案8 : 2 | −6.39 | 2.27 | −2.82 | 0.005 | −10.44 | 1.09 | −9.56 | <0.001 |
| 分配方案9 : 1 | −6.30 | 2.25 | −2.80 | 0.005 | −10.72 | 1.13 | −9.53 | <0.001 |
| 恩惠20 | 9.47 | 3.22 | 2.94 | 0.003 | 29.39 | 2.62 | 11.23 | <0.001 |
| 恩惠40 | 5.67 | 2.82 | 2.01 | 0.044 | 29.04 | 2.63 | 11.04 | <0.001 |
| 恩惠60 | 9.14 | 3.54 | 2.58 | 0.010 | 29.46 | 2.61 | 11.27 | <0.001 |
| 金额5000 | −0.10 | 2.97 | −0.03 | 0.973 | ||||
| 分配方案7 : 3×恩惠20 | 1.50 | 2.65 | 0.56 | 0.573 | ||||
| 分配方案8 : 2×恩惠20 | 1.35 | 2.77 | 0.49 | 0.625 | ||||
| 分配方案9 : 1×恩惠20 | 1.31 | 2.75 | 0.48 | 0.635 | ||||
| 分配方案7 : 3×恩惠40 | 5.08 | 2.55 | 1.99 | 0.046 | ||||
| 分配方案8 : 2×恩惠40 | 5.76 | 2.67 | 2.16 | 0.031 | ||||
| 分配方案9 : 1×恩惠40 | 6.23 | 2.69 | 2.32 | 0.020 | ||||
| 分配方案7 : 3×恩惠60 | 0.13 | 2.63 | 0.05 | 0.960 | ||||
| 分配方案8 : 2×恩惠60 | −0.27 | 2.79 | −0.10 | 0.924 | ||||
| 分配方案9 : 1×恩惠60 | −0.22 | 2.77 | −0.08 | 0.937 | ||||
| 分配方案7 : 3×金额5000 | 1.83 | 2.52 | 0.73 | 0.467 | ||||
| 分配方案8 : 2×金额5000 | 2.47 | 2.63 | 0.94 | 0.348 | ||||
| 分配方案9 : 1×金额5000 | 2.43 | 2.61 | 0.93 | 0.352 | ||||
| 恩惠20×金额5000 | −3.36 | 4.19 | −0.80 | 0.423 | ||||
| 恩惠40×金额5000 | 0.38 | 3.80 | 0.10 | 0.921 | ||||
| 恩惠60×金额5000 | 0.16 | 4.07 | 0.04 | 0.970 | ||||
| 分配方案7 : 3×恩惠20×金额5000 | −1.01 | 3.52 | −0.29 | 0.776 | ||||
| 分配方案8 : 2×恩惠20×金额5000 | −0.82 | 3.62 | −0.23 | 0.821 | ||||
| 分配方案9 : 1×恩惠20×金额5000 | −1.67 | 3.64 | −0.46 | 0.646 | ||||
| 分配方案7 : 3×恩惠40×金额5000 | −9.16 | 3.55 | −2.58 | 0.010 | ||||
| 分配方案8 : 2×恩惠40×金额5000 | −9.64 | 3.64 | −2.65 | 0.008 | ||||
| 分配方案9 : 1×恩惠40×金额5000 | −10.23 | 3.66 | −2.80 | 0.005 | ||||
| 分配方案7 : 3×恩惠60×金额5000 | 0.23 | 3.51 | 0.07 | 0.947 | ||||
| 分配方案8 : 2×恩惠60×金额5000 | −0.27 | 3.68 | −0.07 | 0.941 | ||||
| 分配方案9 : 1×恩惠60×金额5000 | −1.12 | 3.69 | −0.30 | 0.761 | ||||
| AIC | 505.51 | 418.92 | ||||||
| BIC | 654.35 | 455.00 | ||||||
| N | 168 | 168 | ||||||
附表9 实验3广义线性混合模型
| 参数 | 全模型 | 最简模型 | ||||||
|---|---|---|---|---|---|---|---|---|
| b | SE | z | p | b | SE | z | p | |
| 截距 | 0.47 | 2.17 | 0.22 | 0.827 | −8.67 | 1.29 | −6.73 | <0.001 |
| 分配方案7 : 3 | −5.66 | 2.12 | −2.67 | 0.008 | −9.45 | 0.97 | −9.73 | <0.001 |
| 分配方案8 : 2 | −6.39 | 2.27 | −2.82 | 0.005 | −10.44 | 1.09 | −9.56 | <0.001 |
| 分配方案9 : 1 | −6.30 | 2.25 | −2.80 | 0.005 | −10.72 | 1.13 | −9.53 | <0.001 |
| 恩惠20 | 9.47 | 3.22 | 2.94 | 0.003 | 29.39 | 2.62 | 11.23 | <0.001 |
| 恩惠40 | 5.67 | 2.82 | 2.01 | 0.044 | 29.04 | 2.63 | 11.04 | <0.001 |
| 恩惠60 | 9.14 | 3.54 | 2.58 | 0.010 | 29.46 | 2.61 | 11.27 | <0.001 |
| 金额5000 | −0.10 | 2.97 | −0.03 | 0.973 | ||||
| 分配方案7 : 3×恩惠20 | 1.50 | 2.65 | 0.56 | 0.573 | ||||
| 分配方案8 : 2×恩惠20 | 1.35 | 2.77 | 0.49 | 0.625 | ||||
| 分配方案9 : 1×恩惠20 | 1.31 | 2.75 | 0.48 | 0.635 | ||||
| 分配方案7 : 3×恩惠40 | 5.08 | 2.55 | 1.99 | 0.046 | ||||
| 分配方案8 : 2×恩惠40 | 5.76 | 2.67 | 2.16 | 0.031 | ||||
| 分配方案9 : 1×恩惠40 | 6.23 | 2.69 | 2.32 | 0.020 | ||||
| 分配方案7 : 3×恩惠60 | 0.13 | 2.63 | 0.05 | 0.960 | ||||
| 分配方案8 : 2×恩惠60 | −0.27 | 2.79 | −0.10 | 0.924 | ||||
| 分配方案9 : 1×恩惠60 | −0.22 | 2.77 | −0.08 | 0.937 | ||||
| 分配方案7 : 3×金额5000 | 1.83 | 2.52 | 0.73 | 0.467 | ||||
| 分配方案8 : 2×金额5000 | 2.47 | 2.63 | 0.94 | 0.348 | ||||
| 分配方案9 : 1×金额5000 | 2.43 | 2.61 | 0.93 | 0.352 | ||||
| 恩惠20×金额5000 | −3.36 | 4.19 | −0.80 | 0.423 | ||||
| 恩惠40×金额5000 | 0.38 | 3.80 | 0.10 | 0.921 | ||||
| 恩惠60×金额5000 | 0.16 | 4.07 | 0.04 | 0.970 | ||||
| 分配方案7 : 3×恩惠20×金额5000 | −1.01 | 3.52 | −0.29 | 0.776 | ||||
| 分配方案8 : 2×恩惠20×金额5000 | −0.82 | 3.62 | −0.23 | 0.821 | ||||
| 分配方案9 : 1×恩惠20×金额5000 | −1.67 | 3.64 | −0.46 | 0.646 | ||||
| 分配方案7 : 3×恩惠40×金额5000 | −9.16 | 3.55 | −2.58 | 0.010 | ||||
| 分配方案8 : 2×恩惠40×金额5000 | −9.64 | 3.64 | −2.65 | 0.008 | ||||
| 分配方案9 : 1×恩惠40×金额5000 | −10.23 | 3.66 | −2.80 | 0.005 | ||||
| 分配方案7 : 3×恩惠60×金额5000 | 0.23 | 3.51 | 0.07 | 0.947 | ||||
| 分配方案8 : 2×恩惠60×金额5000 | −0.27 | 3.68 | −0.07 | 0.941 | ||||
| 分配方案9 : 1×恩惠60×金额5000 | −1.12 | 3.69 | −0.30 | 0.761 | ||||
| AIC | 505.51 | 418.92 | ||||||
| BIC | 654.35 | 455.00 | ||||||
| N | 168 | 168 | ||||||
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