Acta Psychologica Sinica ›› 2025, Vol. 57 ›› Issue (12): 2149-2164.doi: 10.3724/SP.J.1041.2025.2149
• Reports of Empirical Studies • Previous Articles Next Articles
PENG Wang1,2,3, YAN Ping1,2,3, ZHOU Yaping1,2,3,4, Xiang Yanhui1,2,3(
)
Received:2024-10-08
Published:2025-12-25
Online:2025-09-28
Contact:
Xiang Yanhui
E-mail:xiangyh@hunnu.edu.cn
Supported by:PENG Wang, YAN Ping, ZHOU Yaping, Xiang Yanhui. (2025). The impact of marriage on life satisfaction trajectories during emerging adulthood: A ten-year longitudinal study based on China Family Panel Studies. Acta Psychologica Sinica, 57(12), 2149-2164.
| Age Stage | Sample Type | Control Group | Event Group | |
|---|---|---|---|---|
| Before matching | ||||
| 18~29 years | Overall sample | 5778 | 1603 | |
| After matching | ||||
| 18~29 years | Matched sample | 658 | 658 | |
| 18~21 years | Matched sample | 133 | 133 | |
| 22~25 years | Matched sample | 406 | 406 | |
| 26~29 years | Matched sample | 146 | 146 |
Table 1 Sample Sizes of Event Group and Control Group Before and After Propensity Score Matching
| Age Stage | Sample Type | Control Group | Event Group | |
|---|---|---|---|---|
| Before matching | ||||
| 18~29 years | Overall sample | 5778 | 1603 | |
| After matching | ||||
| 18~29 years | Matched sample | 658 | 658 | |
| 18~21 years | Matched sample | 133 | 133 | |
| 22~25 years | Matched sample | 406 | 406 | |
| 26~29 years | Matched sample | 146 | 146 |
| Variable | Before matching | After matching | ||||
|---|---|---|---|---|---|---|
| Event Group | Control Group | Standardized Mean Difference | Event Group | Control Group | Standardized Mean Difference | |
| Distance | 0.47 | 0.15 | 1.36 | 0.41 | 0.40 | 0.02 |
| Number of females, N (%) | 812(51)% | 2445(42%) | 0.17 | 303(46%) | 303(46%) | 0.00 |
| Age (years) | 20.28 | 19.97 | 0.10 | 18.74 | 18.74 | 0.00 |
| Years of education | 10.91 | 9.88 | 0.32 | 10.59 | 10.57 | 0.01 |
| Health status | 1.60 | 1.99 | ?0.46 | 1.59 | 1.72 | ?0.15 |
| Employment status | 0.42 | 0.24 | 0.37 | 0.22 | 0.22 | 0.00 |
| Personal income (RMB) | 8926.62 | 5884.50 | 0.13 | 5503.62 | 4109.30 | 0.06 |
| Number of measurements | 4.55 | 2.78 | 1.47 | 4.52 | 4.52 | 0.00 |
| First survey year | 2010.83 | 2013.29 | ?1.82 | 2010.88 | 2010.88 | 0.00 |
| Last survey year | 2018.79 | 2017.34 | 0.78 | 2018.70 | 2018.70 | 0.00 |
Table 2 Balance Improvement of Variables After Propensity Score Matching in Emerging Adulthood (18~29 Years)
| Variable | Before matching | After matching | ||||
|---|---|---|---|---|---|---|
| Event Group | Control Group | Standardized Mean Difference | Event Group | Control Group | Standardized Mean Difference | |
| Distance | 0.47 | 0.15 | 1.36 | 0.41 | 0.40 | 0.02 |
| Number of females, N (%) | 812(51)% | 2445(42%) | 0.17 | 303(46%) | 303(46%) | 0.00 |
| Age (years) | 20.28 | 19.97 | 0.10 | 18.74 | 18.74 | 0.00 |
| Years of education | 10.91 | 9.88 | 0.32 | 10.59 | 10.57 | 0.01 |
| Health status | 1.60 | 1.99 | ?0.46 | 1.59 | 1.72 | ?0.15 |
| Employment status | 0.42 | 0.24 | 0.37 | 0.22 | 0.22 | 0.00 |
| Personal income (RMB) | 8926.62 | 5884.50 | 0.13 | 5503.62 | 4109.30 | 0.06 |
| Number of measurements | 4.55 | 2.78 | 1.47 | 4.52 | 4.52 | 0.00 |
| First survey year | 2010.83 | 2013.29 | ?1.82 | 2010.88 | 2010.88 | 0.00 |
| Last survey year | 2018.79 | 2017.34 | 0.78 | 2018.70 | 2018.70 | 0.00 |
| Variable | Model A | Model B | Model C | ||||||
|---|---|---|---|---|---|---|---|---|---|
| Overall | Male | Female | Overall | Male | Female | Overall | Male | Female | |
| Intercept (b0) | 3.450* | 3.265* | 3.585* | 3.513* | 3.271* | 3.561* | 3.089* | 2.801* | 3.330* |
| Test effect(b1) | 0.039* | 0.069* | 0.010 | 0.032* | 0.065* | 0.014 | 0.122* | 0.152* | 0.075* |
| Baseline change×Group(b12) | 0.249* | 0.280* | 0.213* | ||||||
| Event year×Group(b13) | 0.225* | 0.301* | 0.157 | ||||||
| Linear anticipation×Group(b14) | 0.092* | 0.095* | 0.014 | ||||||
| Quadratic anticipation×Group(b15) | 0.010* | 0.008 | |||||||
| Linear reaction×Group(b16) | 0.059 | 0.050 | 0.051* | ||||||
| Quadratic reaction×Group(b17) | ?0.007 | ?0.007 | |||||||
Table 3 Changes in Life Satisfaction Before and After Marriage Among Emerging Adults (18~29 Years)
| Variable | Model A | Model B | Model C | ||||||
|---|---|---|---|---|---|---|---|---|---|
| Overall | Male | Female | Overall | Male | Female | Overall | Male | Female | |
| Intercept (b0) | 3.450* | 3.265* | 3.585* | 3.513* | 3.271* | 3.561* | 3.089* | 2.801* | 3.330* |
| Test effect(b1) | 0.039* | 0.069* | 0.010 | 0.032* | 0.065* | 0.014 | 0.122* | 0.152* | 0.075* |
| Baseline change×Group(b12) | 0.249* | 0.280* | 0.213* | ||||||
| Event year×Group(b13) | 0.225* | 0.301* | 0.157 | ||||||
| Linear anticipation×Group(b14) | 0.092* | 0.095* | 0.014 | ||||||
| Quadratic anticipation×Group(b15) | 0.010* | 0.008 | |||||||
| Linear reaction×Group(b16) | 0.059 | 0.050 | 0.051* | ||||||
| Quadratic reaction×Group(b17) | ?0.007 | ?0.007 | |||||||
Figure 2 Trends in life satisfaction before and after marriage among individuals aged 18~29. From left to right: overall sample (regardless of gender), males, and females. The green solid bold line represents the model-estimated mean trajectory for the event group, and the red dashed bold line represents the model-estimated mean trajectory for the control group. Shaded areas around the bold lines indicate the 95% confidence intervals of the mean trajectories. Color version available in the online article (same below).
| Variable | 18~29 years | 18~21 years | 22~25 years | 26~29 years |
|---|---|---|---|---|
| Intercept(b0) | 3.553* | 3.511* | 3.561* | 3.528* |
| Testing(b1) | 0.039* | 0.096* | 0.041* | 0.041* |
| Gender×Group(b9) | 0.113 | 0.049 | 0.225* | 0.092 |
| Baseline change×Group×Gender(b10) | 0.016 | 0.242 | ?0.141 | 0.006 |
Table 4 Gender Differences in Baseline Changes Under Non-Gender- Specific Matching
| Variable | 18~29 years | 18~21 years | 22~25 years | 26~29 years |
|---|---|---|---|---|
| Intercept(b0) | 3.553* | 3.511* | 3.561* | 3.528* |
| Testing(b1) | 0.039* | 0.096* | 0.041* | 0.041* |
| Gender×Group(b9) | 0.113 | 0.049 | 0.225* | 0.092 |
| Baseline change×Group×Gender(b10) | 0.016 | 0.242 | ?0.141 | 0.006 |
| Variable | Model A | Model B | Model C | ||||||
|---|---|---|---|---|---|---|---|---|---|
| Overall | Male | Female | Overall | Male | Female | Overall | Male | Female | |
| Intercept (b0) | 3.466* | 3.242* | 3.523* | 3.545* | 3.247* | 3.496* | 2.889* | 2.812* | 3.084* |
| Test effect(b1) | 0.099* | 0.160* | 0.057 | 0.075 | 0.187+ | 0.034 | 0.264* | 0.238* | 0.174* |
| Baseline change×Group(b12) | ?0.020 | 0.018 | ?0.058 | ||||||
| Event year×Group(b13) | 0.059 | 0.150 | 0.180 | ||||||
| Linear anticipation×Group(b14) | 0.121 | 0.029 | 0.093 | ||||||
| Quadratic anticipation×Group(b15) | 0.015 | 0.006 | |||||||
| Linear reaction×Group(b16) | ?0.162+ | ?0.037 | ?0.152 | ||||||
| Quadratic reaction×Group(b17) | 0.023* | 0.014 | |||||||
Table 5 Changes in Life Satisfaction Before and After Marriage Among Emerging Adults (18~21 Years)
| Variable | Model A | Model B | Model C | ||||||
|---|---|---|---|---|---|---|---|---|---|
| Overall | Male | Female | Overall | Male | Female | Overall | Male | Female | |
| Intercept (b0) | 3.466* | 3.242* | 3.523* | 3.545* | 3.247* | 3.496* | 2.889* | 2.812* | 3.084* |
| Test effect(b1) | 0.099* | 0.160* | 0.057 | 0.075 | 0.187+ | 0.034 | 0.264* | 0.238* | 0.174* |
| Baseline change×Group(b12) | ?0.020 | 0.018 | ?0.058 | ||||||
| Event year×Group(b13) | 0.059 | 0.150 | 0.180 | ||||||
| Linear anticipation×Group(b14) | 0.121 | 0.029 | 0.093 | ||||||
| Quadratic anticipation×Group(b15) | 0.015 | 0.006 | |||||||
| Linear reaction×Group(b16) | ?0.162+ | ?0.037 | ?0.152 | ||||||
| Quadratic reaction×Group(b17) | 0.023* | 0.014 | |||||||
Figure 3 Trends in life satisfaction before and after marriage among individuals aged 18~21. From left to right: overall sample (regardless of gender), males, and females. The green solid bold line represents the model-estimated mean trajectory for the event group, and the red dashed bold line represents the model-estimated mean trajectory for the control group. Shaded areas around the bold lines indicate the 95% confidence intervals of the mean trajectories.
| Variable | Model A | Model B | Model C | ||||||
|---|---|---|---|---|---|---|---|---|---|
| Overall | Male | Female | Overall | Male | Female | Overall | Male | Female | |
| Intercept (b0) | 3.490* | 3.314* | 3.602* | 3.519* | 3.316* | 3.624* | 3.031* | 2.764* | 3.330* |
| Test effect(b1) | 0.040* | 0.064* | 0.006 | 0.036* | 0.072* | 0.002 | 0.131* | 0.192* | 0.067* |
| Baseline change×Group(b12) | 0.317* | 0.260* | 0.331* | ||||||
| Event year×Group(b13) | 0.292* | 0.290* | 0.207 | ||||||
| Linear anticipation×Group(b14) | 0.071 | 0.052 | 0.045 | ||||||
| Quadratic anticipation×Group(b15) | 0.008 | 0.004 | 0.005 | ||||||
| Linear reaction×Group(b16) | 0.105* | 0.091 | 0.164* | ||||||
| Quadratic reaction×Group(b17) | ?0.014* | ?0.015+ | ?0.020* | ||||||
Table 6 Changes in Life Satisfaction Before and After Marriage Among Emerging Adults (22~25 Years)
| Variable | Model A | Model B | Model C | ||||||
|---|---|---|---|---|---|---|---|---|---|
| Overall | Male | Female | Overall | Male | Female | Overall | Male | Female | |
| Intercept (b0) | 3.490* | 3.314* | 3.602* | 3.519* | 3.316* | 3.624* | 3.031* | 2.764* | 3.330* |
| Test effect(b1) | 0.040* | 0.064* | 0.006 | 0.036* | 0.072* | 0.002 | 0.131* | 0.192* | 0.067* |
| Baseline change×Group(b12) | 0.317* | 0.260* | 0.331* | ||||||
| Event year×Group(b13) | 0.292* | 0.290* | 0.207 | ||||||
| Linear anticipation×Group(b14) | 0.071 | 0.052 | 0.045 | ||||||
| Quadratic anticipation×Group(b15) | 0.008 | 0.004 | 0.005 | ||||||
| Linear reaction×Group(b16) | 0.105* | 0.091 | 0.164* | ||||||
| Quadratic reaction×Group(b17) | ?0.014* | ?0.015+ | ?0.020* | ||||||
Figure 4 Trends in life satisfaction before and after marriage among individuals aged 22~25. From left to right: overall sample (regardless of gender), males, and females. The green solid bold line represents the model-estimated mean trajectory for the event group, and the red dashed bold line represents the model-estimated mean trajectory for the control group. Shaded areas around the bold lines indicate the 95% confidence intervals of the mean trajectories.
| Variable | Model A | Model B | Model C | ||||||
|---|---|---|---|---|---|---|---|---|---|
| Overall | Male | Female | Overall | Male | Female | Overall | Male | Female | |
| Intercept (b0) | 3.439* | 3.228* | 3.499* | 3.469* | 3.251* | 3.406* | 3.034* | 2.933* | 3.198* |
| Test effect(b1) | 0.058* | 0.084* | 0.007 | 0.054* | 0.076* | 0.012 | 0.134* | 0.139* | 0.078+ |
| Baseline change×Group(b12) | 0.235* | 0.171 | 0.335* | ||||||
| Event year×Group(b13) | 0.321* | 0.242 | 0.438+ | ||||||
| Linear anticipation×Group(b14) | 0.179* | ?0.000 | 0.165+ | ||||||
| Quadratic anticipation×Group(b15) | 0.020* | 0.018+ | |||||||
| Linear reaction×Group(b16) | ?0.044 | 0.015 | 0.022 | ||||||
| Quadratic reaction×Group(b17) | 0.006 | 0.002 | |||||||
Table 7 Changes in Life Satisfaction Before and After Marriage Among Emerging Adults (26~29 Years)
| Variable | Model A | Model B | Model C | ||||||
|---|---|---|---|---|---|---|---|---|---|
| Overall | Male | Female | Overall | Male | Female | Overall | Male | Female | |
| Intercept (b0) | 3.439* | 3.228* | 3.499* | 3.469* | 3.251* | 3.406* | 3.034* | 2.933* | 3.198* |
| Test effect(b1) | 0.058* | 0.084* | 0.007 | 0.054* | 0.076* | 0.012 | 0.134* | 0.139* | 0.078+ |
| Baseline change×Group(b12) | 0.235* | 0.171 | 0.335* | ||||||
| Event year×Group(b13) | 0.321* | 0.242 | 0.438+ | ||||||
| Linear anticipation×Group(b14) | 0.179* | ?0.000 | 0.165+ | ||||||
| Quadratic anticipation×Group(b15) | 0.020* | 0.018+ | |||||||
| Linear reaction×Group(b16) | ?0.044 | 0.015 | 0.022 | ||||||
| Quadratic reaction×Group(b17) | 0.006 | 0.002 | |||||||
Figure 5 Trends in life satisfaction before and after marriage among individuals aged 22~25. From left to right: overall sample (regardless of gender), males, and females. The green solid bold line represents the model-estimated mean trajectory for the event group, and the red dashed bold line represents the model-estimated mean trajectory for the control group. Shaded areas around the bold lines indicate the 95% confidence intervals of the mean trajectories.
| Stage | Mediating Path | Whole Period | Within Two Years After Marriage | Beyond Two Years After Marriage | Mechanism Summary | |||
|---|---|---|---|---|---|---|---|---|
| β | CI | β | CI | β | CI | |||
| 18~29 years | Positive affect+ | 0.016** | [0.005, 0.027] | 0.017* | [0.000, 0.038] | 0.024*** | [0.008, 0.044] | Dual pathway, long-term stability |
| Negative symptoms? | 0.020** | [0.006, 0.034] | 0.023* | [0.004, 0.048] | 0.036** | [0.013, 0.064] | ||
| 18~21 years | Positive affect+ | 0.010 | [?0.014, 0.041] | 0.009 | [?0.058, 0.077] | 0.008 | [?0.013, 0.046] | ? |
| Negative symptoms? | 0.004 | [?0.032, 0.044] | 0.076 | [?0.022, 0.195] | ?0.025 | [?0.078, 0.029] | ||
| 22~25 years | Positive affect+ | 0.018* | [0.003, 0.035] | 0.038* | [0.008, 0.076] | 0.014 | [?0.005, 0.036] | Dual pathway, mechanism shift |
| Negative symptoms? | 0.021* | [0.004, 0.041] | 0.014 | [?0.005, 0.040] | 0.045** | [0.015, 0.082] | ||
| 26~29 years | Positive affect+ | 0.006 | [?0.012, 0.028] | 0.010 | [?0.019, 0.047] | 0.004 | [?0.026, 0.035] | Single pathway, long-term stability |
| Negative symptoms? | 0.043** | [0.010, 0.081] | 0.040+ | [?0.005, 0.114] | 0.076* | [0.011, 0.159] | ||
Table 8 Mediating Effects of Positive Affect and Negative Symptoms Before and After Marriage Across Stages of Emerging Adulthood
| Stage | Mediating Path | Whole Period | Within Two Years After Marriage | Beyond Two Years After Marriage | Mechanism Summary | |||
|---|---|---|---|---|---|---|---|---|
| β | CI | β | CI | β | CI | |||
| 18~29 years | Positive affect+ | 0.016** | [0.005, 0.027] | 0.017* | [0.000, 0.038] | 0.024*** | [0.008, 0.044] | Dual pathway, long-term stability |
| Negative symptoms? | 0.020** | [0.006, 0.034] | 0.023* | [0.004, 0.048] | 0.036** | [0.013, 0.064] | ||
| 18~21 years | Positive affect+ | 0.010 | [?0.014, 0.041] | 0.009 | [?0.058, 0.077] | 0.008 | [?0.013, 0.046] | ? |
| Negative symptoms? | 0.004 | [?0.032, 0.044] | 0.076 | [?0.022, 0.195] | ?0.025 | [?0.078, 0.029] | ||
| 22~25 years | Positive affect+ | 0.018* | [0.003, 0.035] | 0.038* | [0.008, 0.076] | 0.014 | [?0.005, 0.036] | Dual pathway, mechanism shift |
| Negative symptoms? | 0.021* | [0.004, 0.041] | 0.014 | [?0.005, 0.040] | 0.045** | [0.015, 0.082] | ||
| 26~29 years | Positive affect+ | 0.006 | [?0.012, 0.028] | 0.010 | [?0.019, 0.047] | 0.004 | [?0.026, 0.035] | Single pathway, long-term stability |
| Negative symptoms? | 0.043** | [0.010, 0.081] | 0.040+ | [?0.005, 0.114] | 0.076* | [0.011, 0.159] | ||
| Year | Event Group | Control Group | ||||
|---|---|---|---|---|---|---|
| M | SD | N | M | SD | N | |
| 2010 | 3.52 | 1.00 | 434 | 3.64 | 0.98 | 434 |
| 2011 | 5.00 | NA | 1 | 4.00 | NA | 1 |
| 2012 | 3.32 | 0.90 | 521 | 3.48 | 0.92 | 536 |
| 2013 | 3.20 | 0.63 | 19 | 3.00 | 1.41 | 9 |
| 2014 | 3.74 | 0.91 | 493 | 3.90 | 0.90 | 506 |
| 2015 | 3.88 | 0.81 | 63 | 3.23 | 0.73 | 54 |
| 2016 | 3.48 | 0.95 | 393 | 3.59 | 0.91 | 399 |
| 2017 | 3.30 | 0.96 | 158 | 3.39 | 1.04 | 148 |
| 2018 | 3.58 | 0.90 | 475 | 3.88 | 0.81 | 463 |
| 2019 | 3.83 | 0.58 | 12 | 3.33 | 1.24 | 19 |
| 2020 | 3.50 | 0.82 | 406 | 4.02 | 0.79 | 406 |
Table S1 Means (M), Standard Deviations (SD), and Sample Sizes (N) of Life Satisfaction (LS) for the Event Group and Control Group by Survey Year
| Year | Event Group | Control Group | ||||
|---|---|---|---|---|---|---|
| M | SD | N | M | SD | N | |
| 2010 | 3.52 | 1.00 | 434 | 3.64 | 0.98 | 434 |
| 2011 | 5.00 | NA | 1 | 4.00 | NA | 1 |
| 2012 | 3.32 | 0.90 | 521 | 3.48 | 0.92 | 536 |
| 2013 | 3.20 | 0.63 | 19 | 3.00 | 1.41 | 9 |
| 2014 | 3.74 | 0.91 | 493 | 3.90 | 0.90 | 506 |
| 2015 | 3.88 | 0.81 | 63 | 3.23 | 0.73 | 54 |
| 2016 | 3.48 | 0.95 | 393 | 3.59 | 0.91 | 399 |
| 2017 | 3.30 | 0.96 | 158 | 3.39 | 1.04 | 148 |
| 2018 | 3.58 | 0.90 | 475 | 3.88 | 0.81 | 463 |
| 2019 | 3.83 | 0.58 | 12 | 3.33 | 1.24 | 19 |
| 2020 | 3.50 | 0.82 | 406 | 4.02 | 0.79 | 406 |
| Variable | Before matching | After matching | ||||
|---|---|---|---|---|---|---|
| Event Group | Control Group | Standardized Mean Difference | Event Group | Control Group | Standardized Mean Difference | |
| 0.02 | 0.47 | 0.15 | 1.36 | 0.41 | 0.40 | |
| 0.00 | 812(51)% | 2445(42%) | 0.17 | 303(46%) | 303(46%) | |
| 0.00 | 20.28 | 19.97 | 0.10 | 18.74 | 18.74 | |
| 0.01 | 10.91 | 9.88 | 0.32 | 10.59 | 10.57 | |
| ?0.15 | 1.60 | 1.99 | ?0.46 | 1.59 | 1.72 | |
| 0.00 | 0.42 | 0.24 | 0.37 | 0.22 | 0.22 | |
| 0.06 | 8926.62 | 5884.50 | 0.13 | 5503.62 | 4109.30 | |
| 0.00 | 4.55 | 2.78 | 1.47 | 4.52 | 4.52 | |
| 0.00 | 2010.83 | 2013.29 | ?1.82 | 2010.88 | 2010.88 | |
| 0.00 | 2018.79 | 2017.34 | 0.78 | 2018.70 | 2018.70 | |
Table S2 Balance Improvement of Variables Before and After Propensity Score Matching: Emerging Adulthood (Ages 18~29)
| Variable | Before matching | After matching | ||||
|---|---|---|---|---|---|---|
| Event Group | Control Group | Standardized Mean Difference | Event Group | Control Group | Standardized Mean Difference | |
| 0.02 | 0.47 | 0.15 | 1.36 | 0.41 | 0.40 | |
| 0.00 | 812(51)% | 2445(42%) | 0.17 | 303(46%) | 303(46%) | |
| 0.00 | 20.28 | 19.97 | 0.10 | 18.74 | 18.74 | |
| 0.01 | 10.91 | 9.88 | 0.32 | 10.59 | 10.57 | |
| ?0.15 | 1.60 | 1.99 | ?0.46 | 1.59 | 1.72 | |
| 0.00 | 0.42 | 0.24 | 0.37 | 0.22 | 0.22 | |
| 0.06 | 8926.62 | 5884.50 | 0.13 | 5503.62 | 4109.30 | |
| 0.00 | 4.55 | 2.78 | 1.47 | 4.52 | 4.52 | |
| 0.00 | 2010.83 | 2013.29 | ?1.82 | 2010.88 | 2010.88 | |
| 0.00 | 2018.79 | 2017.34 | 0.78 | 2018.70 | 2018.70 | |
| ControlGroup | Event Group | |
|---|---|---|
| Total sample | 5778 | 1603 |
| Matched sample | 658 | 658 |
| Unmatched sample | 5120 | 945 |
| Discarded sample | 0 | 0 |
Table S3 Sample Sizes of Event and Control Groups After Propensity Score Matching: Emerging Adulthood (Ages 18~29)
| ControlGroup | Event Group | |
|---|---|---|
| Total sample | 5778 | 1603 |
| Matched sample | 658 | 658 |
| Unmatched sample | 5120 | 945 |
| Discarded sample | 0 | 0 |
| Variable | Before matching | After matching | ||||
|---|---|---|---|---|---|---|
| Event Group | Control Group | Standardized Mean Difference | Event Group | Control Group | Standardized Mean Difference | |
| Distance | 0.43 | 0.14 | 1.28 | 0.39 | 0.39 | 0.02 |
| Number of males, N (%) | 791(100%) | 3333(100%) | 0.00 | 334(100%) | 334(100%) | 0.00 |
| Age (years) | 20.75 | 21.18 | ?0.14 | 19.22 | 19.22 | 0.00 |
| Years of education | 10.84 | 9.56 | 0.39 | 10.54 | 10.59 | ?0.02 |
| Health status | 1.57 | 1.96 | ?0.46 | 1.54 | 1.66 | ?0.13 |
| Employment status | 0.47 | 0.27 | 0.39 | 0.28 | 0.27 | 0.02 |
| Personal income (RMB) | 11435.18 | 7091.17 | 0.14 | 7050.60 | 4987.62 | 0.07 |
| Number of measurements | 4.64 | 2.90 | 1.52 | 4.68 | 4.68 | 0.00 |
| First survey year | 2010.79 | 2013.08 | ?1.80 | 2010.75 | 2010.75 | 0.00 |
| Last survey year | 2018.90 | 2017.44 | 0.85 | 2018.92 | 2018.92 | 0.00 |
Table S4 Balance Improvement of Variables Before and After Propensity Score Matching: Emerging Adulthood (Ages 18~29), Male
| Variable | Before matching | After matching | ||||
|---|---|---|---|---|---|---|
| Event Group | Control Group | Standardized Mean Difference | Event Group | Control Group | Standardized Mean Difference | |
| Distance | 0.43 | 0.14 | 1.28 | 0.39 | 0.39 | 0.02 |
| Number of males, N (%) | 791(100%) | 3333(100%) | 0.00 | 334(100%) | 334(100%) | 0.00 |
| Age (years) | 20.75 | 21.18 | ?0.14 | 19.22 | 19.22 | 0.00 |
| Years of education | 10.84 | 9.56 | 0.39 | 10.54 | 10.59 | ?0.02 |
| Health status | 1.57 | 1.96 | ?0.46 | 1.54 | 1.66 | ?0.13 |
| Employment status | 0.47 | 0.27 | 0.39 | 0.28 | 0.27 | 0.02 |
| Personal income (RMB) | 11435.18 | 7091.17 | 0.14 | 7050.60 | 4987.62 | 0.07 |
| Number of measurements | 4.64 | 2.90 | 1.52 | 4.68 | 4.68 | 0.00 |
| First survey year | 2010.79 | 2013.08 | ?1.80 | 2010.75 | 2010.75 | 0.00 |
| Last survey year | 2018.90 | 2017.44 | 0.85 | 2018.92 | 2018.92 | 0.00 |
| ControlGroup | Event Group | |
|---|---|---|
| Total sample | 3333 | 791 |
| Matched sample | 334 | 334 |
| Unmatched sample | 2999 | 457 |
| Discarded sample | 0 | 0 |
Table S5 Sample Sizes of Event and Control Groups After Propensity Score Matching: Emerging Adulthood (Ages 18~29), Male
| ControlGroup | Event Group | |
|---|---|---|
| Total sample | 3333 | 791 |
| Matched sample | 334 | 334 |
| Unmatched sample | 2999 | 457 |
| Discarded sample | 0 | 0 |
| Variable | Before matching | After matching | ||||
|---|---|---|---|---|---|---|
| Event Group | Control Group | Standardized Mean Difference | Event Group | Control Group | Standardized Mean Difference | |
| Distance | 0.53 | 0.16 | 1.52 | 0.43 | 0.42 | 0.01 |
| Number of females, N (%) | 812(100%) | 2445(42%) | 0.00 | 338(100%) | 338(100%) | 0.00 |
| Age (years) | 19.82 | 18.32 | 0.50 | 18.27 | 18.27 | 0.00 |
| Years of education | 10.98 | 10.32 | 0.21 | 10.45 | 10.80 | ?0.11 |
| Health status | 1.62 | 2.03 | ?0.48 | 1.58 | 1.71 | ?0.16 |
| Employment status | 0.36 | 0.19 | 0.37 | 0.18 | 0.18 | 0.00 |
| Personal income (RMB) | 6482.95 | 4239.57 | 0.20 | 4347.80 | 2804.76 | 0.14 |
| Number of measurements | 4.46 | 2.63 | 1.48 | 4.28 | 4.28 | 0.00 |
| First survey year | 2010.87 | 2013.57 | ?1.91 | 2010.97 | 2010.97 | 0.00 |
| Last survey year | 2018.68 | 2017.20 | 0.75 | 2018.27 | 2018.27 | 0.00 |
Table S6 Balance Improvement of Variables Before and After Propensity Score Matching: Emerging Adulthood (Ages 18~29), Female
| Variable | Before matching | After matching | ||||
|---|---|---|---|---|---|---|
| Event Group | Control Group | Standardized Mean Difference | Event Group | Control Group | Standardized Mean Difference | |
| Distance | 0.53 | 0.16 | 1.52 | 0.43 | 0.42 | 0.01 |
| Number of females, N (%) | 812(100%) | 2445(42%) | 0.00 | 338(100%) | 338(100%) | 0.00 |
| Age (years) | 19.82 | 18.32 | 0.50 | 18.27 | 18.27 | 0.00 |
| Years of education | 10.98 | 10.32 | 0.21 | 10.45 | 10.80 | ?0.11 |
| Health status | 1.62 | 2.03 | ?0.48 | 1.58 | 1.71 | ?0.16 |
| Employment status | 0.36 | 0.19 | 0.37 | 0.18 | 0.18 | 0.00 |
| Personal income (RMB) | 6482.95 | 4239.57 | 0.20 | 4347.80 | 2804.76 | 0.14 |
| Number of measurements | 4.46 | 2.63 | 1.48 | 4.28 | 4.28 | 0.00 |
| First survey year | 2010.87 | 2013.57 | ?1.91 | 2010.97 | 2010.97 | 0.00 |
| Last survey year | 2018.68 | 2017.20 | 0.75 | 2018.27 | 2018.27 | 0.00 |
| ControlGroup | Event Group | |
|---|---|---|
| Total sample | 2445 | 812 |
| Matched sample | 338 | 338 |
| Unmatched sample | 2107 | 474 |
| Discarded sample | 0 | 0 |
Table S7 Sample Sizes of Event and Control Groups After Propensity Score Matching: Emerging Adulthood (Ages 18~29), Female
| ControlGroup | Event Group | |
|---|---|---|
| Total sample | 2445 | 812 |
| Matched sample | 338 | 338 |
| Unmatched sample | 2107 | 474 |
| Discarded sample | 0 | 0 |
Variable | Before matching | After matching | ||||
|---|---|---|---|---|---|---|
| Event Group | Control Group | Standardized Mean Difference | Event Group | Control Group | Standardized Mean Difference | |
| Distance | 0.18 | 0.04 | 0.85 | 0.11 | 0.11 | 0.01 |
| Number of females, N (%) | 179(67%) | 2445(42%) | 0.53 | 83(62%) | 83(62%) | 0.00 |
| Age (years) | 17.57 | 19.97 | ?1.41 | 16.99 | 16.99 | 0.00 |
| Years of education | 8.68 | 9.88 | ?0.44 | 9.20 | 9.53 | ?0.12 |
| Health status | 1.67 | 1.99 | ?0.35 | 1.74 | 1.63 | 0.12 |
| Employment status | 0.39 | 0.24 | 0.31 | 0.12 | 0.11 | 0.02 |
| Personal income (RMB) | 5588.00 | 5884.50 | ?0.03 | 3045.75 | 1723.01 | 0.15 |
| Number of measurements | 4.14 | 2.78 | 1.10 | 4.11 | 4.11 | 0.00 |
| First survey year | 2011.35 | 2013.29 | ?1.05 | 2011.46 | 2011.46 | 0.00 |
| Last survey year | 2018.41 | 2017.34 | 0.53 | 2018.27 | 2018.27 | 0.00 |
Table S8 Balance Improvement of Variables Before and After Propensity Score Matching: Emerging Adulthood (Ages 18~21)
Variable | Before matching | After matching | ||||
|---|---|---|---|---|---|---|
| Event Group | Control Group | Standardized Mean Difference | Event Group | Control Group | Standardized Mean Difference | |
| Distance | 0.18 | 0.04 | 0.85 | 0.11 | 0.11 | 0.01 |
| Number of females, N (%) | 179(67%) | 2445(42%) | 0.53 | 83(62%) | 83(62%) | 0.00 |
| Age (years) | 17.57 | 19.97 | ?1.41 | 16.99 | 16.99 | 0.00 |
| Years of education | 8.68 | 9.88 | ?0.44 | 9.20 | 9.53 | ?0.12 |
| Health status | 1.67 | 1.99 | ?0.35 | 1.74 | 1.63 | 0.12 |
| Employment status | 0.39 | 0.24 | 0.31 | 0.12 | 0.11 | 0.02 |
| Personal income (RMB) | 5588.00 | 5884.50 | ?0.03 | 3045.75 | 1723.01 | 0.15 |
| Number of measurements | 4.14 | 2.78 | 1.10 | 4.11 | 4.11 | 0.00 |
| First survey year | 2011.35 | 2013.29 | ?1.05 | 2011.46 | 2011.46 | 0.00 |
| Last survey year | 2018.41 | 2017.34 | 0.53 | 2018.27 | 2018.27 | 0.00 |
| ControlGroup | Event Group | |
|---|---|---|
| Total sample | 5778 | 266 |
| Matched sample | 133 | 133 |
| Unmatched sample | 5645 | 133 |
| Discarded sample | 0 | 0 |
Table S9 Sample Sizes of Event and Control Groups After Propensity Score Matching: Emerging Adulthood (Ages 18~21)
| ControlGroup | Event Group | |
|---|---|---|
| Total sample | 5778 | 266 |
| Matched sample | 133 | 133 |
| Unmatched sample | 5645 | 133 |
| Discarded sample | 0 | 0 |
| Variable | Before matching | After matching | ||||
|---|---|---|---|---|---|---|
| Event Group | Control Group | Standardized Mean Difference | Event Group | Control Group | Standardized Mean Difference | |
| Distance | 0.11 | 0.02 | 0.81 | 0.07 | 0.07 | 0.01 |
| Number of males, N (%) | 87(100%) | 3333(100%) | 0.00 | 45(100%) | 45(100%) | 0.00 |
| Age (years) | 17.84 | 21.18 | ?1.92 | 17.42 | 17.42 | 0.00 |
| Years of education | 8.80 | 9.56 | ?0.31 | 9.69 | 9.60 | 0.04 |
| Health status | 1.48 | 1.96 | ?0.60 | 1.40 | 1.60 | ?0.25 |
| Employment status | 0.46 | 0.27 | 0.37 | 0.20 | 0.20 | 0.00 |
| Personal income (RMB) | 5925.79 | 7091.17 | ?0.14 | 3794.34 | 2064.89 | 0.20 |
| Number of measurements | 4.44 | 2.90 | 1.24 | 4.36 | 4.36 | 0.00 |
| First survey year | 2011.10 | 2013.08 | ?1.13 | 2011.18 | 2011.18 | 0.00 |
| Last survey year | 2018.68 | 2017.44 | 0.69 | 2018.58 | 2018.58 | 0.00 |
Table S10 Balance Improvement of Variables Before and After Propensity Score Matching: Emerging Adulthood (Ages 18~21), Male
| Variable | Before matching | After matching | ||||
|---|---|---|---|---|---|---|
| Event Group | Control Group | Standardized Mean Difference | Event Group | Control Group | Standardized Mean Difference | |
| Distance | 0.11 | 0.02 | 0.81 | 0.07 | 0.07 | 0.01 |
| Number of males, N (%) | 87(100%) | 3333(100%) | 0.00 | 45(100%) | 45(100%) | 0.00 |
| Age (years) | 17.84 | 21.18 | ?1.92 | 17.42 | 17.42 | 0.00 |
| Years of education | 8.80 | 9.56 | ?0.31 | 9.69 | 9.60 | 0.04 |
| Health status | 1.48 | 1.96 | ?0.60 | 1.40 | 1.60 | ?0.25 |
| Employment status | 0.46 | 0.27 | 0.37 | 0.20 | 0.20 | 0.00 |
| Personal income (RMB) | 5925.79 | 7091.17 | ?0.14 | 3794.34 | 2064.89 | 0.20 |
| Number of measurements | 4.44 | 2.90 | 1.24 | 4.36 | 4.36 | 0.00 |
| First survey year | 2011.10 | 2013.08 | ?1.13 | 2011.18 | 2011.18 | 0.00 |
| Last survey year | 2018.68 | 2017.44 | 0.69 | 2018.58 | 2018.58 | 0.00 |
| ControlGroup | Event Group | |
|---|---|---|
| Total sample | 3333 | 87 |
| Matched sample | 45 | 45 |
| Unmatched sample | 3288 | 42 |
| Discarded sample | 0 | 0 |
Table S11 Sample Sizes of Event and Control Groups After Propensity Score Matching: Emerging Adulthood (Ages 18~21), Male
| ControlGroup | Event Group | |
|---|---|---|
| Total sample | 3333 | 87 |
| Matched sample | 45 | 45 |
| Unmatched sample | 3288 | 42 |
| Discarded sample | 0 | 0 |
| Variable | Before matching | After matching | ||||
|---|---|---|---|---|---|---|
| Event Group | Control Group | Standardized Mean Difference | Event Group | Control Group | Standardized Mean Difference | |
| Distance | 0.22 | 0.06 | 0.88 | 0.13 | 0.13 | 0.00 |
| Number of females, N (%) | 179(100%) | 2445(100%) | 0.00 | 81(100%) | 81(100%) | 0.00 |
| Age (years) | 17.44 | 18.32 | ?0.53 | 16.75 | 16.75 | 0.00 |
| Years of education | 8.63 | 10.32 | ?0.59 | 9.25 | 9.22 | 0.01 |
| Health status | 1.76 | 2.03 | ?0.29 | 1.80 | 1.74 | 0.07 |
| Employment status | 0.35 | 0.19 | 0.35 | 0.04 | 0.02 | 0.03 |
| Personal income (RMB) | 5423.82 | 4239.57 | 0.14 | 1973.58 | 888.89 | 0.13 |
| Number of measurements | 3.99 | 2.63 | 1.14 | 3.99 | 3.99 | 0.00 |
| First survey year | 2011.46 | 2013.57 | ?1.11 | 2011.52 | 2011.52 | 0.00 |
| Last survey year | 2018.27 | 2017.20 | 0.52 | 2018.05 | 2018.05 | 0.00 |
Table S12 Balance Improvement of Variables Before and After Propensity Score Matching: Emerging Adulthood (Ages 18~21), Female
| Variable | Before matching | After matching | ||||
|---|---|---|---|---|---|---|
| Event Group | Control Group | Standardized Mean Difference | Event Group | Control Group | Standardized Mean Difference | |
| Distance | 0.22 | 0.06 | 0.88 | 0.13 | 0.13 | 0.00 |
| Number of females, N (%) | 179(100%) | 2445(100%) | 0.00 | 81(100%) | 81(100%) | 0.00 |
| Age (years) | 17.44 | 18.32 | ?0.53 | 16.75 | 16.75 | 0.00 |
| Years of education | 8.63 | 10.32 | ?0.59 | 9.25 | 9.22 | 0.01 |
| Health status | 1.76 | 2.03 | ?0.29 | 1.80 | 1.74 | 0.07 |
| Employment status | 0.35 | 0.19 | 0.35 | 0.04 | 0.02 | 0.03 |
| Personal income (RMB) | 5423.82 | 4239.57 | 0.14 | 1973.58 | 888.89 | 0.13 |
| Number of measurements | 3.99 | 2.63 | 1.14 | 3.99 | 3.99 | 0.00 |
| First survey year | 2011.46 | 2013.57 | ?1.11 | 2011.52 | 2011.52 | 0.00 |
| Last survey year | 2018.27 | 2017.20 | 0.52 | 2018.05 | 2018.05 | 0.00 |
| ControlGroup | Event Group | |
|---|---|---|
| Total sample | 2445 | 179 |
| Matched sample | 81 | 81 |
| Unmatched sample | 2364 | 98 |
| Discarded sample | 0 | 0 |
Table S13 Sample Sizes of Event and Control Groups After Propensity Score Matching: Emerging Adulthood (Ages 18~21), Female
| ControlGroup | Event Group | |
|---|---|---|
| Total sample | 2445 | 179 |
| Matched sample | 81 | 81 |
| Unmatched sample | 2364 | 98 |
| Discarded sample | 0 | 0 |
| Variable | Before matching | After matching | ||||
|---|---|---|---|---|---|---|
| Event Group | Control Group | Standardized Mean Difference | Event Group | Control Group | Standardized Mean Difference | |
| Distance | 0.34 | 0.09 | 1.21 | 0.31 | 0.31 | 0.01 |
| Number of females, N (%) | 421(51%) | 2445(42%) | ?0.18 | 185(46%) | 185(46%) | 0.00 |
| Age (years) | 19.80 | 19.97 | ?0.07 | 18.58 | 18.58 | 0.00 |
| Years of education | 10.74 | 9.88 | 0.29 | 10.59 | 10.65 | ?0.02 |
| Health status | 1.58 | 1.99 | ?0.49 | 1.55 | 1.65 | ?0.11 |
| Employment status | 0.38 | 0.24 | 0.29 | 0.20 | 0.20 | 0.01 |
| Personal income (RMB) | 8448.37 | 5884.50 | 0.09 | 4317.76 | 3000.16 | 0.05 |
| Number of measurements | 4.56 | 2.78 | 1.47 | 4.65 | 4.65 | 0.00 |
| First survey year | 2010.73 | 2013.29 | ?2.17 | 2010.66 | 2010.66 | 0.00 |
| Last survey year | 2018.76 | 2017.34 | 0.75 | 2018.78 | 2018.78 | 0.00 |
Table S14 Balance Improvement of Variables Before and After Propensity Score Matching: Emerging Adulthood (Ages 22~25)
| Variable | Before matching | After matching | ||||
|---|---|---|---|---|---|---|
| Event Group | Control Group | Standardized Mean Difference | Event Group | Control Group | Standardized Mean Difference | |
| Distance | 0.34 | 0.09 | 1.21 | 0.31 | 0.31 | 0.01 |
| Number of females, N (%) | 421(51%) | 2445(42%) | ?0.18 | 185(46%) | 185(46%) | 0.00 |
| Age (years) | 19.80 | 19.97 | ?0.07 | 18.58 | 18.58 | 0.00 |
| Years of education | 10.74 | 9.88 | 0.29 | 10.59 | 10.65 | ?0.02 |
| Health status | 1.58 | 1.99 | ?0.49 | 1.55 | 1.65 | ?0.11 |
| Employment status | 0.38 | 0.24 | 0.29 | 0.20 | 0.20 | 0.01 |
| Personal income (RMB) | 8448.37 | 5884.50 | 0.09 | 4317.76 | 3000.16 | 0.05 |
| Number of measurements | 4.56 | 2.78 | 1.47 | 4.65 | 4.65 | 0.00 |
| First survey year | 2010.73 | 2013.29 | ?2.17 | 2010.66 | 2010.66 | 0.00 |
| Last survey year | 2018.76 | 2017.34 | 0.75 | 2018.78 | 2018.78 | 0.00 |
| ControlGroup | Event Group | |
|---|---|---|
| Total sample | 5778 | 821 |
| Matched sample | 406 | 406 |
| Unmatched sample | 5372 | 415 |
| Discarded sample | 0 | 0 |
Table S15 Sample Sizes of Event and Control Groups After Propensity Score Matching: Emerging Adulthood (Ages 22~25)
| ControlGroup | Event Group | |
|---|---|---|
| Total sample | 5778 | 821 |
| Matched sample | 406 | 406 |
| Unmatched sample | 5372 | 415 |
| Discarded sample | 0 | 0 |
| Variable | Before matching | After matching | ||||
|---|---|---|---|---|---|---|
| Event Group | Control Group | Standardized Mean Difference | Event Group | Control Group | Standardized Mean Difference | |
| Distance | 0.29 | 0.09 | 1.13 | 0.27 | 0.27 | 0.01 |
| Number of males, N (%) | 400(100%) | 3333(100%) | 0.00 | 215(100%) | 215(100%) | 0.00 |
| Age (years) | 19.89 | 21.18 | ?0.49 | 18.87 | 18.87 | 0.00 |
| Years of education | 10.43 | 9.56 | 0.28 | 10.32 | 10.30 | 0.01 |
| Health status | 1.59 | 1.96 | ?0.44 | 1.60 | 1.63 | ?0.03 |
| Employment status | 0.42 | 0.27 | 0.30 | 0.27 | 0.27 | 0.00 |
| Personal income (RMB) | 11286.54 | 7091.17 | 0.11 | 5757.95 | 3713.65 | 0.05 |
| Number of measurements | 4.62 | 2.90 | 1.50 | 4.70 | 4.70 | 0.00 |
| First survey year | 2010.72 | 2013.08 | ?2.05 | 2010.63 | 2010.63 | 0.00 |
| Last survey year | 2018.86 | 2017.44 | 0.81 | 2018.93 | 2018.93 | 0.00 |
Table S16 Balance Improvement of Variables Before and After Propensity Score Matching: Emerging Adulthood (Ages 22~25), Male
| Variable | Before matching | After matching | ||||
|---|---|---|---|---|---|---|
| Event Group | Control Group | Standardized Mean Difference | Event Group | Control Group | Standardized Mean Difference | |
| Distance | 0.29 | 0.09 | 1.13 | 0.27 | 0.27 | 0.01 |
| Number of males, N (%) | 400(100%) | 3333(100%) | 0.00 | 215(100%) | 215(100%) | 0.00 |
| Age (years) | 19.89 | 21.18 | ?0.49 | 18.87 | 18.87 | 0.00 |
| Years of education | 10.43 | 9.56 | 0.28 | 10.32 | 10.30 | 0.01 |
| Health status | 1.59 | 1.96 | ?0.44 | 1.60 | 1.63 | ?0.03 |
| Employment status | 0.42 | 0.27 | 0.30 | 0.27 | 0.27 | 0.00 |
| Personal income (RMB) | 11286.54 | 7091.17 | 0.11 | 5757.95 | 3713.65 | 0.05 |
| Number of measurements | 4.62 | 2.90 | 1.50 | 4.70 | 4.70 | 0.00 |
| First survey year | 2010.72 | 2013.08 | ?2.05 | 2010.63 | 2010.63 | 0.00 |
| Last survey year | 2018.86 | 2017.44 | 0.81 | 2018.93 | 2018.93 | 0.00 |
| ControlGroup | Event Group | |
|---|---|---|
| Total sample | 3333 | 400 |
| Matched sample | 215 | 215 |
| Unmatched sample | 3118 | 185 |
| Discarded sample | 0 | 0 |
Table S17 Sample Sizes of Event and Control Groups After Propensity Score Matching: Emerging Adulthood (Ages 22~25), Male
| ControlGroup | Event Group | |
|---|---|---|
| Total sample | 3333 | 400 |
| Matched sample | 215 | 215 |
| Unmatched sample | 3118 | 185 |
| Discarded sample | 0 | 0 |
| Variable | Before matching | After matching | ||||
|---|---|---|---|---|---|---|
| Event Group | Control Group | Standardized Mean Difference | Event Group | Control Group | Standardized Mean Difference | |
| Distance | 0.41 | 0.10 | 1.38 | 0.36 | 0.35 | 0.01 |
| Number of females, N (%) | 421(100%) | 2445(100%) | 0.00 | 209(100%) | 209(100%) | 0.00 |
| Age (years) | 19.71 | 18.32 | 0.53 | 18.45 | 18.45 | 0.00 |
| Years of education | 11.04 | 10.32 | 0.26 | 10.99 | 11.08 | ?0.03 |
| Health status | 1.58 | 2.03 | ?0.57 | 1.50 | 1.64 | ?0.18 |
| Employment status | 0.34 | 0.19 | 0.32 | 0.15 | 0.14 | 0.01 |
| Personal income (RMB) | 5751.78 | 4239.57 | 0.14 | 2523.21 | 2161.63 | 0.03 |
| Number of measurements | 4.50 | 2.63 | 1.49 | 4.55 | 4.55 | 0.00 |
| First survey year | 2010.73 | 2013.57 | ?2.35 | 2010.66 | 2010.66 | 0.00 |
| Last survey year | 2018.67 | 2017.20 | 0.72 | 2018.53 | 2018.53 | 0.00 |
Table S18 Balance Improvement of Variables Before and After Propensity Score Matching: Emerging Adulthood (Ages 22~25), Female
| Variable | Before matching | After matching | ||||
|---|---|---|---|---|---|---|
| Event Group | Control Group | Standardized Mean Difference | Event Group | Control Group | Standardized Mean Difference | |
| Distance | 0.41 | 0.10 | 1.38 | 0.36 | 0.35 | 0.01 |
| Number of females, N (%) | 421(100%) | 2445(100%) | 0.00 | 209(100%) | 209(100%) | 0.00 |
| Age (years) | 19.71 | 18.32 | 0.53 | 18.45 | 18.45 | 0.00 |
| Years of education | 11.04 | 10.32 | 0.26 | 10.99 | 11.08 | ?0.03 |
| Health status | 1.58 | 2.03 | ?0.57 | 1.50 | 1.64 | ?0.18 |
| Employment status | 0.34 | 0.19 | 0.32 | 0.15 | 0.14 | 0.01 |
| Personal income (RMB) | 5751.78 | 4239.57 | 0.14 | 2523.21 | 2161.63 | 0.03 |
| Number of measurements | 4.50 | 2.63 | 1.49 | 4.55 | 4.55 | 0.00 |
| First survey year | 2010.73 | 2013.57 | ?2.35 | 2010.66 | 2010.66 | 0.00 |
| Last survey year | 2018.67 | 2017.20 | 0.72 | 2018.53 | 2018.53 | 0.00 |
| ControlGroup | Event Group | |
|---|---|---|
| Total sample | 2445 | 421 |
| Matched sample | 209 | 209 |
| Unmatched sample | 2236 | 212 |
| Discarded sample | 0 | 0 |
Table S19 Sample Sizes of Event and Control Groups After Propensity Score Matching: Emerging Adulthood (Ages 22~25), Female
| ControlGroup | Event Group | |
|---|---|---|
| Total sample | 2445 | 421 |
| Matched sample | 209 | 209 |
| Unmatched sample | 2236 | 212 |
| Discarded sample | 0 | 0 |
| Variable | Before matching | After matching | ||||
|---|---|---|---|---|---|---|
| Event Group | Control Group | Standardized Mean Difference | Event Group | Control Group | Standardized Mean Difference | |
| Distance | 0.36 | 0.06 | 1.23 | 0.30 | 0.30 | 0.01 |
| Number of females, N (%) | 212(41%) | 2445(42%) | 0.03 | 97(66%) | 97(66%) | 0.00 |
| Age (years) | 22.45 | 19.97 | 0.85 | 20.74 | 20.74 | 0.00 |
| Years of education | 12.33 | 9.88 | 0.78 | 11.82 | 11.53 | 0.09 |
| Health status | 1.59 | 1.99 | ?0.48 | 1.45 | 1.57 | ?0.15 |
| Employment status | 0.49 | 0.24 | 0.51 | 0.27 | 0.31 | ?0.08 |
| Personal income (RMB) | 11408.64 | 5884.50 | 0.29 | 6028.24 | 6350.41 | ?0.02 |
| Number of measurements | 4.76 | 2.78 | 1.75 | 4.98 | 4.98 | 0.00 |
| First survey year | 2010.72 | 2013.29 | ?2.08 | 2010.51 | 2010.51 | 0.00 |
| Last survey year | 2019.04 | 2017.34 | 1.02 | 2019.11 | 2019.11 | 0.00 |
Table S20 Balance Improvement of Variables Before and After Propensity Score Matching: Emerging Adulthood (Ages 26~29)
| Variable | Before matching | After matching | ||||
|---|---|---|---|---|---|---|
| Event Group | Control Group | Standardized Mean Difference | Event Group | Control Group | Standardized Mean Difference | |
| Distance | 0.36 | 0.06 | 1.23 | 0.30 | 0.30 | 0.01 |
| Number of females, N (%) | 212(41%) | 2445(42%) | 0.03 | 97(66%) | 97(66%) | 0.00 |
| Age (years) | 22.45 | 19.97 | 0.85 | 20.74 | 20.74 | 0.00 |
| Years of education | 12.33 | 9.88 | 0.78 | 11.82 | 11.53 | 0.09 |
| Health status | 1.59 | 1.99 | ?0.48 | 1.45 | 1.57 | ?0.15 |
| Employment status | 0.49 | 0.24 | 0.51 | 0.27 | 0.31 | ?0.08 |
| Personal income (RMB) | 11408.64 | 5884.50 | 0.29 | 6028.24 | 6350.41 | ?0.02 |
| Number of measurements | 4.76 | 2.78 | 1.75 | 4.98 | 4.98 | 0.00 |
| First survey year | 2010.72 | 2013.29 | ?2.08 | 2010.51 | 2010.51 | 0.00 |
| Last survey year | 2019.04 | 2017.34 | 1.02 | 2019.11 | 2019.11 | 0.00 |
| ControlGroup | Event Group | |
|---|---|---|
| Total sample | 5778 | 516 |
| Matched sample | 146 | 146 |
| Unmatched sample | 5632 | 370 |
| Discarded sample | 0 | 0 |
Table S21 Sample Sizes of Event and Control Groups After Propensity Score Matching: Emerging Adulthood (Ages 26~29)
| ControlGroup | Event Group | |
|---|---|---|
| Total sample | 5778 | 516 |
| Matched sample | 146 | 146 |
| Unmatched sample | 5632 | 370 |
| Discarded sample | 0 | 0 |
| Variable | Before matching | After matching | ||||
|---|---|---|---|---|---|---|
| Event Group | Control Group | Standardized Mean Difference | Event Group | Control Group | Standardized Mean Difference | |
| Distance | 0.33 | 0.06 | 1.10 | 0.26 | 0.26 | 0.00 |
| Number of males, N (%) | 304(100%) | 3333(100%) | 0.00 | 89(100%) | 89(100%) | 0.00 |
| Age (years) | 22.73 | 21.18 | 0.53 | 20.65 | 20.65 | 0.00 |
| Years of education | 11.98 | 9.56 | 0.73 | 11.31 | 10.94 | 0.11 |
| Health status | 1.57 | 1.96 | ?0.46 | 1.44 | 1.54 | ?0.12 |
| Employment status | 0.53 | 0.27 | 0.52 | 0.26 | 0.35 | ?0.18 |
| Personal income (RMB) | 13207.46 | 7091.17 | 0.28 | 6397.78 | 5430.33 | 0.04 |
| Number of measurements | 4.73 | 2.90 | 1.63 | 4.96 | 4.96 | 0.00 |
| First survey year | 2010.78 | 2013.08 | ?1.81 | 2010.47 | 2010.47 | 0.00 |
| Last survey year | 2019.02 | 2017.44 | 0.97 | 2019.11 | 2019.11 | 0.00 |
Table S22 Balance Improvement of Variables Before and After Propensity Score Matching: Emerging Adulthood (Ages 26~29), Male
| Variable | Before matching | After matching | ||||
|---|---|---|---|---|---|---|
| Event Group | Control Group | Standardized Mean Difference | Event Group | Control Group | Standardized Mean Difference | |
| Distance | 0.33 | 0.06 | 1.10 | 0.26 | 0.26 | 0.00 |
| Number of males, N (%) | 304(100%) | 3333(100%) | 0.00 | 89(100%) | 89(100%) | 0.00 |
| Age (years) | 22.73 | 21.18 | 0.53 | 20.65 | 20.65 | 0.00 |
| Years of education | 11.98 | 9.56 | 0.73 | 11.31 | 10.94 | 0.11 |
| Health status | 1.57 | 1.96 | ?0.46 | 1.44 | 1.54 | ?0.12 |
| Employment status | 0.53 | 0.27 | 0.52 | 0.26 | 0.35 | ?0.18 |
| Personal income (RMB) | 13207.46 | 7091.17 | 0.28 | 6397.78 | 5430.33 | 0.04 |
| Number of measurements | 4.73 | 2.90 | 1.63 | 4.96 | 4.96 | 0.00 |
| First survey year | 2010.78 | 2013.08 | ?1.81 | 2010.47 | 2010.47 | 0.00 |
| Last survey year | 2019.02 | 2017.44 | 0.97 | 2019.11 | 2019.11 | 0.00 |
| ControlGroup | Event Group | |
|---|---|---|
| Total sample | 3333 | 304 |
| Matched sample | 89 | 89 |
| Unmatched sample | 3244 | 215 |
| Discarded sample | 0 | 0 |
Table S23 Sample Sizes of Event and Control Groups After Propensity Score Matching: Emerging Adulthood (Ages 26~29), Male
| ControlGroup | Event Group | |
|---|---|---|
| Total sample | 3333 | 304 |
| Matched sample | 89 | 89 |
| Unmatched sample | 3244 | 215 |
| Discarded sample | 0 | 0 |
| Variable | Before matching | After matching | ||||
|---|---|---|---|---|---|---|
| Event Group | Control Group | Standardized Mean Difference | Event Group | Control Group | Standardized Mean Difference | |
| Distance | 0.42 | 0.05 | 1.48 | 0.35 | 0.35 | 0.01 |
| Number of females, N (%) | 212(100%) | 2445(100%) | 0.00 | 56(100%) | 56(100%) | 0.00 |
| Age (years) | 22.05 | 18.32 | 1.29 | 20.30 | 20.30 | 0.00 |
| Years of education | 12.84 | 10.32 | 0.88 | 12.20 | 12.46 | ?0.09 |
| Health status | 1.60 | 2.03 | ?0.50 | 1.39 | 1.50 | ?0.12 |
| Employment status | 0.43 | 0.19 | 0.49 | 0.25 | 0.18 | 0.14 |
| Personal income (RMB) | 8829.19 | 4239.57 | 0.33 | 4923.65 | 4499.64 | 0.03 |
| Number of measurements | 4.79 | 2.63 | 1.92 | 5.07 | 5.07 | 0.00 |
| First survey year | 2010.64 | 2013.57 | ?2.50 | 2010.39 | 2010.39 | 0.00 |
| Last survey year | 2019.07 | 2017.20 | 1.09 | 2019.11 | 2019.11 | 0.00 |
Table S24 Balance Improvement of Variables Before and After Propensity Score Matching: Emerging Adulthood (Ages 26~29), Female
| Variable | Before matching | After matching | ||||
|---|---|---|---|---|---|---|
| Event Group | Control Group | Standardized Mean Difference | Event Group | Control Group | Standardized Mean Difference | |
| Distance | 0.42 | 0.05 | 1.48 | 0.35 | 0.35 | 0.01 |
| Number of females, N (%) | 212(100%) | 2445(100%) | 0.00 | 56(100%) | 56(100%) | 0.00 |
| Age (years) | 22.05 | 18.32 | 1.29 | 20.30 | 20.30 | 0.00 |
| Years of education | 12.84 | 10.32 | 0.88 | 12.20 | 12.46 | ?0.09 |
| Health status | 1.60 | 2.03 | ?0.50 | 1.39 | 1.50 | ?0.12 |
| Employment status | 0.43 | 0.19 | 0.49 | 0.25 | 0.18 | 0.14 |
| Personal income (RMB) | 8829.19 | 4239.57 | 0.33 | 4923.65 | 4499.64 | 0.03 |
| Number of measurements | 4.79 | 2.63 | 1.92 | 5.07 | 5.07 | 0.00 |
| First survey year | 2010.64 | 2013.57 | ?2.50 | 2010.39 | 2010.39 | 0.00 |
| Last survey year | 2019.07 | 2017.20 | 1.09 | 2019.11 | 2019.11 | 0.00 |
| ControlGroup | Event Group | |
|---|---|---|
| Total sample | 2445 | 212 |
| Matched sample | 56 | 56 |
| Unmatched sample | 2389 | 156 |
| Discarded sample | 0 | 0 |
Table S25 Sample Sizes of Event and Control Groups After Propensity Score Matching: Emerging Adulthood (Ages 26~29), Female
| ControlGroup | Event Group | |
|---|---|---|
| Total sample | 2445 | 212 |
| Matched sample | 56 | 56 |
| Unmatched sample | 2389 | 156 |
| Discarded sample | 0 | 0 |