Acta Psychologica Sinica ›› 2023, Vol. 55 ›› Issue (3): 390-405.doi: 10.3724/SP.J.1041.2023.00390
• Special Issue on “Psychological Characteristics and Behaviors of Chinese People in Response to Crisis and Challenges” • Previous Articles Next Articles
ZHOU Mingjie1,2, LI Fugui1,2, MU Weiqi1,2, FAN Weiqiao3, ZHANG Jianxin1,2(), ZHANG Miaoqing4
Received:
2020-08-18
Published:
2023-03-25
Online:
2022-12-22
Contact:
ZHANG Jianxin
E-mail:zhangjx@psych.ac.cn
Supported by:
ZHOU Mingjie, LI Fugui, MU Weiqi, FAN Weiqiao, ZHANG Jianxin, ZHANG Miaoqing. (2023). Round outside and square inside: The latent profile structure and adaptability of Chinese interpersonal relatedness. Acta Psychologica Sinica, 55(3), 390-405.
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URL: https://journal.psych.ac.cn/acps/EN/10.3724/SP.J.1041.2023.00390
Personality dimension of interpersonal relationship | round outside | square inside |
---|---|---|
Ren Qing (Relationship Orientation) | 0.43 | 0.26 |
Interpersonal Sensitivity | 0.48 | 0.23 |
Harmony | 0.60 | ?0.01 |
Traditions-Modernization | ?0.16 | 0.67 |
Thrift versus Extravagance | 0.14 | 0.40 |
Discipline | 0.01 | 0.79 |
Table 1 The loading of interpersonal relationship character dimension on the index of round outside and square inside
Personality dimension of interpersonal relationship | round outside | square inside |
---|---|---|
Ren Qing (Relationship Orientation) | 0.43 | 0.26 |
Interpersonal Sensitivity | 0.48 | 0.23 |
Harmony | 0.60 | ?0.01 |
Traditions-Modernization | ?0.16 | 0.67 |
Thrift versus Extravagance | 0.14 | 0.40 |
Discipline | 0.01 | 0.79 |
Model | AIC | BIC | aBIC | Entropy | LMR LRT | BLRT | Smallest Class Proportion (%) |
---|---|---|---|---|---|---|---|
1 | 85084.59 | 85151.25 | 85113.13 | — | — | — | — |
2 | 83832.57 | 83938.13 | 83877.76 | 0.69 | <0.001 | <0.001 | 36.40 |
3 | 83494.38 | 83638.82 | 83556.21 | 0.67 | 0.05 | <0.001 | 16.00 |
4 | 83259.43 | 83442.76 | 83337.91 | 0.72 | <0.001 | <0.001 | 9.50 |
5 | 83181.34 | 83403.56 | 83276.48 | 0.68 | 0.24 | <0.001 | 5.40 |
Table 2 Fitting index of latent profile model of normal sample (N = 1911)
Model | AIC | BIC | aBIC | Entropy | LMR LRT | BLRT | Smallest Class Proportion (%) |
---|---|---|---|---|---|---|---|
1 | 85084.59 | 85151.25 | 85113.13 | — | — | — | — |
2 | 83832.57 | 83938.13 | 83877.76 | 0.69 | <0.001 | <0.001 | 36.40 |
3 | 83494.38 | 83638.82 | 83556.21 | 0.67 | 0.05 | <0.001 | 16.00 |
4 | 83259.43 | 83442.76 | 83337.91 | 0.72 | <0.001 | <0.001 | 9.50 |
5 | 83181.34 | 83403.56 | 83276.48 | 0.68 | 0.24 | <0.001 | 5.40 |
Figure 1. The latent category of interpersonal relatedness of CPAI-2 normal sample (N = 1911). Note. (1) REN, Ren Qing; SOC, Interpersonal Sensitivity; HAR, Harmony, T-M, Traditionalism vs. Modernity; T-E, Thrift versus Extravagance; DIS, Discipline; (2) The value of DIS of the second group is 0.01, approaching to 0, so it can’t be shown in the graph.
Model | AIC | BIC | aBIC | Entropy | LMR LRT | BLRT | Smallest Class Proportion (%) |
---|---|---|---|---|---|---|---|
1 | 5459.28 | 5498.86 | 5460.84 | — | — | — | — |
2 | 5365.63 | 5428.30 | 5368.11 | 0.70 | 0.01 | <0.001 | 46.40 |
3 | 5288.40 | 5374.15 | 5291.78 | 0.76 | 0.01 | <0.001 | 25.07 |
4 | 5261.76 | 5370.60 | 5266.05 | 0.80 | 0.33 | <0.001 | 6.11 |
5 | 5250.64 | 5382.57 | 5255.85 | 0.82 | 0.26 | 0.03 | 3.80 |
Table 3 Latent profile model fitting index of white sample (N = 200)
Model | AIC | BIC | aBIC | Entropy | LMR LRT | BLRT | Smallest Class Proportion (%) |
---|---|---|---|---|---|---|---|
1 | 5459.28 | 5498.86 | 5460.84 | — | — | — | — |
2 | 5365.63 | 5428.30 | 5368.11 | 0.70 | 0.01 | <0.001 | 46.40 |
3 | 5288.40 | 5374.15 | 5291.78 | 0.76 | 0.01 | <0.001 | 25.07 |
4 | 5261.76 | 5370.60 | 5266.05 | 0.80 | 0.33 | <0.001 | 6.11 |
5 | 5250.64 | 5382.57 | 5255.85 | 0.82 | 0.26 | 0.03 | 3.80 |
Figure 2. latent categories of interpersonal relatedness in the white sample (N = 200). Note. (1) REN, Ren Qing; SOC, Interpersonal Sensitivity; HAR, Harmony, T-M, Traditionalism vs. Modernity; T-E, Thrift versus Extravagance; DIS, Discipline
Model | AIC | BIC | aBIC | Entropy | LMR LRT | BLRT | Smallest Class Proportion (%) |
---|---|---|---|---|---|---|---|
1 | 114633.45 | 114703.71 | 114665.59 | — | — | — | — |
2 | 112731.04 | 112842.29 | 112781.93 | 0.84 | <0.001 | <0.001 | 21.20 |
3 | 112253.45 | 112405.70 | 112323.09 | 0.66 | <0.001 | <0.001 | 17.00 |
4 | 112017.23 | 112210.46 | 112105.61 | 0.69 | 0.02 | <0.001 | 10.30 |
5 | 111836.31 | 112070.53 | 111943.44 | 0.68 | 0.02 | <0.001 | 9.10 |
Table 4 The fitting Index of latent profile model for college students (N = 2580)
Model | AIC | BIC | aBIC | Entropy | LMR LRT | BLRT | Smallest Class Proportion (%) |
---|---|---|---|---|---|---|---|
1 | 114633.45 | 114703.71 | 114665.59 | — | — | — | — |
2 | 112731.04 | 112842.29 | 112781.93 | 0.84 | <0.001 | <0.001 | 21.20 |
3 | 112253.45 | 112405.70 | 112323.09 | 0.66 | <0.001 | <0.001 | 17.00 |
4 | 112017.23 | 112210.46 | 112105.61 | 0.69 | 0.02 | <0.001 | 10.30 |
5 | 111836.31 | 112070.53 | 111943.44 | 0.68 | 0.02 | <0.001 | 9.10 |
Figure 3. The latent category of interpersonal relatedness of college sample (N = 2580). Note. (1) REN, Ren Qing; SOC, Interpersonal Sensitivity; HAR, Harmony, T-M, Traditionalism vs. Modernity; T-E, Thrift versus Extravagance; DIS, Discipline;
Dependent variable | Categories | M | SD | Category comparison | χ2 | p |
---|---|---|---|---|---|---|
Academic performance | 1 | 82.69 | 0.13 | Overall test | 29.86 | <0.001 |
1vs2 | 7.12 | 0.01 | ||||
2 | 81.73 | 0.32 | 1vs3 | 21.62 | <0.001 | |
1vs4 | 12.67 | <0.001 | ||||
3 | 81.41 | 0.25 | 2vs3 | 0.54 | 0.46 | |
2vs4 | 0.19 | 0.66 | ||||
4 | 81.89 | 0.14 | 3vs4 | 2.72 | 0.10 | |
Knowledge sharing | 1 | 22.28 | 0.18 | Overall test | 81.10 | <0.001 |
1vs2 | 46.57 | <0.001 | ||||
2 | 18.78 | 0.47 | 1vs3 | 37.80 | <0.001 | |
1vs4 | 17.38 | <0.001 | ||||
3 | 20.03 | 0.33 | 2vs3 | 4.09 | 0.04 | |
2vs4 | 19.68 | <0.001 | ||||
4 | 21.07 | 0.18 | 3vs4 | 7.32 | 0.007 | |
Mental health | 1 | 9.46 | 0.18 | Overall test | 119.89 | <0.001 |
1vs2 | 59.91 | <0.001 | ||||
2 | 13.22 | 0.44 | 1vs3 | 32.28 | <0.001 | |
1vs4 | 1.06 | 0.30 | ||||
3 | 11.92 | 0.40 | 2vs3 | 3.97 | 0.04 | |
2vs4 | 68.05 | <0.001 | ||||
4 | 9.16 | 0.18 | 3vs4 | 38.34 | <0.001 |
Table 5 Mixed regression model with continuous dependent variables (BCH) (N = 2580)
Dependent variable | Categories | M | SD | Category comparison | χ2 | p |
---|---|---|---|---|---|---|
Academic performance | 1 | 82.69 | 0.13 | Overall test | 29.86 | <0.001 |
1vs2 | 7.12 | 0.01 | ||||
2 | 81.73 | 0.32 | 1vs3 | 21.62 | <0.001 | |
1vs4 | 12.67 | <0.001 | ||||
3 | 81.41 | 0.25 | 2vs3 | 0.54 | 0.46 | |
2vs4 | 0.19 | 0.66 | ||||
4 | 81.89 | 0.14 | 3vs4 | 2.72 | 0.10 | |
Knowledge sharing | 1 | 22.28 | 0.18 | Overall test | 81.10 | <0.001 |
1vs2 | 46.57 | <0.001 | ||||
2 | 18.78 | 0.47 | 1vs3 | 37.80 | <0.001 | |
1vs4 | 17.38 | <0.001 | ||||
3 | 20.03 | 0.33 | 2vs3 | 4.09 | 0.04 | |
2vs4 | 19.68 | <0.001 | ||||
4 | 21.07 | 0.18 | 3vs4 | 7.32 | 0.007 | |
Mental health | 1 | 9.46 | 0.18 | Overall test | 119.89 | <0.001 |
1vs2 | 59.91 | <0.001 | ||||
2 | 13.22 | 0.44 | 1vs3 | 32.28 | <0.001 | |
1vs4 | 1.06 | 0.30 | ||||
3 | 11.92 | 0.40 | 2vs3 | 3.97 | 0.04 | |
2vs4 | 68.05 | <0.001 | ||||
4 | 9.16 | 0.18 | 3vs4 | 38.34 | <0.001 |
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