Acta Psychologica Sinica ›› 2026, Vol. 58 ›› Issue (9): 1873-1887.doi: 10.3724/SP.J.1041.2026.1873
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XIONG Sicheng, LUO Yanhong, XIONG Ge, CHEN Yun, ZHANG Bin(
)
Published:2026-09-25
Online:2026-07-29
Contact:
Zhang Bin, E-mail: zb303@163.com
XIONG Sicheng, LUO Yanhong, XIONG Ge, CHEN Yun, ZHANG Bin. (2026). The dynamic relationship between social media use and interpersonal adaptation among freshmen in their first month of college: A moderated intensive longitudinal mediation model. Acta Psychologica Sinica, 58(9), 1873-1887.
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URL: https://journal.psych.ac.cn/acps/EN/10.3724/SP.J.1041.2026.1873
| Variable | M | SD | ICC | 1 | 2 | 3 | 4 |
|---|---|---|---|---|---|---|---|
| 1. Social media use | 221.11 | 124.93 | 0.51 | 1 | ?0.31*** | ?0.25*** | 0.10*** |
| 2. Interpersonal adaptation | 6.24 | 2.07 | 0.49 | ?0.30*** | 1 | 0.36*** | ?0.06 |
| 3. Self-concept clarity | 5.14 | 2.19 | 0.46 | ?0.23*** | 0.32*** | 1 | ?0.12*** |
| 4. Envy | 4.70 | 2.62 | ? | ? | ? | ? | 1 |
Table 1 Descriptive statistics and correlation coefficients for all variables
| Variable | M | SD | ICC | 1 | 2 | 3 | 4 |
|---|---|---|---|---|---|---|---|
| 1. Social media use | 221.11 | 124.93 | 0.51 | 1 | ?0.31*** | ?0.25*** | 0.10*** |
| 2. Interpersonal adaptation | 6.24 | 2.07 | 0.49 | ?0.30*** | 1 | 0.36*** | ?0.06 |
| 3. Self-concept clarity | 5.14 | 2.19 | 0.46 | ?0.23*** | 0.32*** | 1 | ?0.12*** |
| 4. Envy | 4.70 | 2.62 | ? | ? | ? | ? | 1 |
Figure 2. Intensive longitudinal cross-lagged model of social media use and interpersonal adaptation Note. SMU = social media use, IA = interpersonal adaptation; μ = mean; β = standardized autoregressive and cross-lagged path coefficient; δ = residual term; π = residual variance. To present the model hypotheses more clearly, paths involving control variables, between-person levels, and time trends are not shown. ***p < 0.001.
| Parameter | Estimate | SD | 95% BCI |
|---|---|---|---|
| Within-person autoregressive path coefficients | |||
| Social media use t?1 → Social media use t (β1) | 0.13*** | 0.01 | [0.11, 0.16] |
| Interpersonal adaptation t?1 → Interpersonal adaptation t (β2) | 0.15*** | 0.01 | [0.12, 0.17] |
| Within-person cross-lagged path coefficients | |||
| Social media use t?1 → Interpersonal adaptation t (β3) | ?0.06*** | 0.01 | [?0.08, ?0.04] |
| Interpersonal adaptation t?1 → Social media use t (β4) | 0.001 | 0.01 | [?0.019, 0.023] |
| Within-person residual variances | |||
| Social media use (π1) | 0.86*** | 0.02 | [0.85, 0.88] |
| Interpersonal adaptation (π2) | 0.76*** | 0.01 | [0.75, 0.77] |
Table 2 Parameter estimates for the cross-lagged model of social media use and interpersonal adaptation
| Parameter | Estimate | SD | 95% BCI |
|---|---|---|---|
| Within-person autoregressive path coefficients | |||
| Social media use t?1 → Social media use t (β1) | 0.13*** | 0.01 | [0.11, 0.16] |
| Interpersonal adaptation t?1 → Interpersonal adaptation t (β2) | 0.15*** | 0.01 | [0.12, 0.17] |
| Within-person cross-lagged path coefficients | |||
| Social media use t?1 → Interpersonal adaptation t (β3) | ?0.06*** | 0.01 | [?0.08, ?0.04] |
| Interpersonal adaptation t?1 → Social media use t (β4) | 0.001 | 0.01 | [?0.019, 0.023] |
| Within-person residual variances | |||
| Social media use (π1) | 0.86*** | 0.02 | [0.85, 0.88] |
| Interpersonal adaptation (π2) | 0.76*** | 0.01 | [0.75, 0.77] |
Figure 3. Second-order lagged 1-1-1 intensive longitudinal mediation model moderated by a Level 2 variable Note. SMU = social media use, IA = interpersonal adaptation, SCC = self-concept clarity; μ = mean; μ = mean; β = standardized path coefficient; δ = residual term; π = residual variance. Paths related to time trends are omitted, and only path coefficients related to the moderating variable are displayed at the between-person level. *p < 0.05, **p < 0.01, ***p < 0.001.
| Parameter | Estimate | SD | 95% BCI |
|---|---|---|---|
| Within-person autoregressive path coefficients | |||
| Social media use t?1 → Social media use t (β1) | 0.16*** | 0.01 | [0.13, 0.18] |
| Self-concept clarity t?1 → Self-concept clarity t (β2) | 0.06*** | 0.01 | [0.04, 0.09] |
| Interpersonal adaptation t → Interpersonal adaptation t+1 (β3) | 0.15*** | 0.01 | [0.12, 0.17] |
| Within-person mediation path coefficients | |||
| Social media use t?1 → Self-concept clarity t (β4) | ?0.04*** | 0.01 | [?0.06, ?0.01] |
| Self-concept clarity t → Interpersonal adaptation t+1 (β5) | 0.03** | 0.01 | [0.01, 0.04] |
| Social media use t?1 → Interpersonal adaptation t+1 (β6) | ?0.06*** | 0.01 | [?0.08, ?0.04] |
| Between-person moderation path coefficients | |||
| Envy → Interpersonal adaptation t+1 | ?0.04 | 0.07 | [?0.18, 0.08] |
| Envy → Self-concept clarity t | ?0.15* | 0.06 | [?0.28, ?0.03] |
| Envy × Social media use t?1 → Self-concept clarity t | ?0.16* | 0.07 | [?0.28, ?0.02] |
| Envy × Self-concept clarity t → Interpersonal adaptation t+1 | ?0.10 | 0.08 | [?0.25, 0.04] |
| Envy × Social media use t?1 → Interpersonal adaptation t+1 | ?0.15* | 0.06 | [?0.27, ?0.03] |
| Within-person residual variances | |||
| Social media use (π1) | 0.83*** | 0.02 | [0.80, 0.85] |
| Interpersonal adaptation (π2) | 0.70*** | 0.01 | [0.69, 0.72] |
| Self-concept clarity (π3) | 0.74*** | 0.01 | [0.72, 0.75] |
Table 3 Parameter estimates for the mediation effect of self-concept clarity and the moderation effect of envy
| Parameter | Estimate | SD | 95% BCI |
|---|---|---|---|
| Within-person autoregressive path coefficients | |||
| Social media use t?1 → Social media use t (β1) | 0.16*** | 0.01 | [0.13, 0.18] |
| Self-concept clarity t?1 → Self-concept clarity t (β2) | 0.06*** | 0.01 | [0.04, 0.09] |
| Interpersonal adaptation t → Interpersonal adaptation t+1 (β3) | 0.15*** | 0.01 | [0.12, 0.17] |
| Within-person mediation path coefficients | |||
| Social media use t?1 → Self-concept clarity t (β4) | ?0.04*** | 0.01 | [?0.06, ?0.01] |
| Self-concept clarity t → Interpersonal adaptation t+1 (β5) | 0.03** | 0.01 | [0.01, 0.04] |
| Social media use t?1 → Interpersonal adaptation t+1 (β6) | ?0.06*** | 0.01 | [?0.08, ?0.04] |
| Between-person moderation path coefficients | |||
| Envy → Interpersonal adaptation t+1 | ?0.04 | 0.07 | [?0.18, 0.08] |
| Envy → Self-concept clarity t | ?0.15* | 0.06 | [?0.28, ?0.03] |
| Envy × Social media use t?1 → Self-concept clarity t | ?0.16* | 0.07 | [?0.28, ?0.02] |
| Envy × Self-concept clarity t → Interpersonal adaptation t+1 | ?0.10 | 0.08 | [?0.25, 0.04] |
| Envy × Social media use t?1 → Interpersonal adaptation t+1 | ?0.15* | 0.06 | [?0.27, ?0.03] |
| Within-person residual variances | |||
| Social media use (π1) | 0.83*** | 0.02 | [0.80, 0.85] |
| Interpersonal adaptation (π2) | 0.70*** | 0.01 | [0.69, 0.72] |
| Self-concept clarity (π3) | 0.74*** | 0.01 | [0.72, 0.75] |
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