Association Between Family Meal Frequency and Social and Emotional Skills Among Chinese Adolescents: Evidence from the China Family Panel Studies (CFPS)
Abstract
1. Introduction
2. Materials and Methods
2.1. Study Design and Participants
2.2. Measures
2.2.1. Dependent Variable
- (1)
- Agreeableness: Because the CFPS does not include a standardized agreeableness scale, agreeableness was approximated using a single item reflecting adolescents’ interpersonal relationships. Respondents were asked to rate their interpersonal relationships on a scale from 0 to 10. This item has been used in prior CFPS-based studies and was retained here because it captures one interpersonal and relational aspect that is conceptually relevant to agreeableness (Allen et al., 2022; Huang et al., 2024). However, we acknowledge that this single item cannot capture the full breadth of agreeableness, which includes broader tendencies such as cooperation, empathy, trust, and prosocial orientation. Therefore, this variable should be interpreted as an agreeableness-related interpersonal relationship proxy rather than as a comprehensive measure of agreeableness. Higher scores indicate more positive interpersonal relationships on this proxy indicator.
- (2)
- Conscientiousness: Conscientiousness was approximated using six items reflecting academic diligence, self-discipline, and responsible learning behaviors, including studying hard and checking homework. Responses were rated on a five-point scale from 1 (“strongly disagree”) to 5 (“strongly agree”). Although these items do not capture all facets of conscientiousness, they are conceptually related to core aspects of the domain, such as effort, responsibility, and self-regulation in learning contexts. Higher total scores indicate higher levels on this conscientiousness-related proxy measure. Internal consistency was acceptable (Cronbach’s alpha = 0.729).
- (3)
- Openness: Consistent with prior CFPS-based research, openness was approximated using five items, including the perceived importance of television and the internet as sources of information (Yang & Song, 2025). Responses were rated on a five-point scale from 1 (“not important at all”) to 5 (“very important”). Given the available CFPS items, this measure is best understood as an openness-related information orientation proxy. It reflects adolescents’ perceived importance of external information sources, which may be conceptually related to the information-seeking and cognitive engagement aspects of openness. However, it does not capture the full breadth of openness to experience, such as imagination, creativity, aesthetic interest, intellectual curiosity, or preference for novelty. Therefore, this variable should be interpreted as an openness-related proxy rather than as a comprehensive measure of openness or a standardized measure of social and emotional skills. Higher total scores indicate greater perceived importance of external information sources on this proxy indicator. Internal consistency was acceptable (Cronbach’s alpha = 0.718), although this reliability estimate does not eliminate the construct validity limitations noted above.
- (4)
- Extraversion: Consistent with prior CFPS-based research, extraversion was approximated using three items, including respondents’ confidence in the future (Guan et al., 2024; Yang & Song, 2025). Because the items were measured on different scales, they were standardized before being combined. Given the content of the available CFPS items, this measure is best understood as an extraversion-related positive orientation proxy. Although positive affect, confidence, and energetic engagement are conceptually related to the broader extraversion domain, these items do not directly capture core facets of extraversion such as sociability, assertiveness, talkativeness, or social expressiveness. Therefore, this variable should be interpreted as an extraversion-related positive orientation proxy rather than as a comprehensive or standardized measure of extraversion. Higher scores indicate higher levels of positive orientation on this extraversion-related proxy indicator. Internal consistency was modest (Cronbach’s alpha = 0.649), suggesting that findings related to this measure should be interpreted with caution.
- (5)
- Emotional Stability: Emotional stability was approximated using the eight-item short form of the Center for Epidemiologic Studies Depression Scale (CES-D8). Example items included “feeling depressed”. Responses were rated on a four-point scale from 1 (“rarely or none of the time”) to 4 (“most of the time”). Negatively worded items were reverse-coded, so that higher scores indicated fewer depressive symptoms and better emotional functioning. Because this measure is based on reverse-coded depressive symptoms, it should be interpreted as an emotional stability-related proxy rather than as a direct trait measure of emotional stability. Higher scores indicate better emotional functioning on this proxy measure of emotional stability. Internal consistency was good (Cronbach’s alpha = 0.748).
2.2.2. Independent Variable
2.2.3. Covariates
3. Results
3.1. Sample Characteristics
3.2. Ordinary Least Squares Regression Results
3.3. Propensity Score Matching Results
3.3.1. Covariate Balance After Matching
3.3.2. PSM Estimation Results
3.4. Heterogeneity Analysis
4. Discussion
4.1. Overall Association Between Family Meal Frequency and Adolescents’ Social and Emotional Skills
4.2. Heterogeneity in the Association Between Family Meal Frequency and Adolescents’ Social and Emotional Skills
4.3. Strengths and Limitations
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
| OLS | Ordinary least squares |
| PSM | Propensity score matching |
| SES | Socioeconomic status |
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| Type | Variable | Description and Coding |
|---|---|---|
| Dependent variables | Agreeableness | Continuous proxy indicator approximated using a single item assessing the quality of interpersonal relationships. |
| Conscientiousness | Continuous proxy indicator constructed by summing six items, including studying hard and checking homework. | |
| Openness | Continuous proxy indicator constructed by summing five items, including the perceived importance of television and the internet. | |
| Extraversion | Continuous proxy indicator constructed by summing three standardized items, including confidence in one’s future. | |
| Emotional Stability | Continuous proxy indicator constructed by summing reverse-coded CES-D8 items. | |
| Independent variable | Family meal frequency | The number of evenings per week the adolescent ate dinner with family members. Treated as a continuous variable in the OLS analyses (0–7 days per week) and as a binary indicator in the PSM analyses: low frequency (0–4 days = 0) and high frequency (5–7 days = 1). |
| Covariates | Gender | 0 = Female, 1 = Male |
| Family residence | 0 = Rural, 1 = Urban | |
| School stage | 0 = Primary school, 1 = Junior high school | |
| Only-child status | 0 = No, 1 = Yes | |
| Class rank | Rank category in the most recent major examination: 1 = Bottom 24%, 2 = 51–75%, 3 = 26–50%, 4 = 11–25%, 5 = Top 10% | |
| Class leader status | 0 = No, 1 = Yes | |
| Family socioeconomic status (SES) | Continuous PCA-based composite score derived from the highest parental education, the highest parental occupational status, and the highest parental income | |
| School location | 0 = Rural, 1 = Urban | |
| School quality | 0 = Non-demonstration school, 1 = Demonstration school |
| Variables | Total Sample (n = 3727) | Family Meal Frequency Group | p-Value | |
|---|---|---|---|---|
| Low Frequency (n = 752) | High Frequency (n = 2975) | |||
| Agreeableness | 0.00 (1.00) | −0.08 (0.95) | 0.02 (1.02) | 0.023 |
| Conscientiousness | 0.12 (0.99) | −0.02 (0.89) | 0.16 (1.01) | 0.004 |
| Openness | −0.05 (1.05) | −0.05 (1.04) | −0.06 (1.06) | 0.870 |
| Extraversion | 0.01 (0.99) | −0.10 (0.97) | 0.04 (1.00) | 0.015 |
| Emotional Stability | 0.04 (1.00) | −0.05 (1.00) | 0.08 (0.99) | 0.002 |
| Male | 1998 (53.61%) | 404 (53.72%) | 1594 (53.58%) | 0.940 |
| Junior high school | 1725 (46.28%) | 472 (62.77%) | 1253 (42.12%) | <0.001 |
| Urban residence | 1660 (44.54%) | 279 (37.10%) | 1381 (46.42%) | <0.001 |
| SES | 0.01 (1.01) | −0.16 (0.93) | 0.05 (1.03) | <0.001 |
| Only-child status | 1503 (40.33%) | 303 (40.29%) | 1200 (40.34%) | 0.980 |
| Class rank | 0.078 | |||
| Bottom 24% | 196 (6.37%) | 39 (5.81%) | 157 (6.53%) | |
| 51–75% | 332 (10.79%) | 70 (10.43%) | 262 (10.89%) | |
| 26–50% | 800 (26.01%) | 200 (29.81%) | 600 (24.95%) | |
| 11–25% | 875 (28.45%) | 193 (28.76%) | 682 (28.36%) | |
| Top 10% | 873 (28.38%) | 169 (25.19%) | 704 (29.27%) | |
| Class leader status | 1232 (34.30%) | 256 (35.16%) | 976 (34.08%) | 0.580 |
| Urban school location | 1788 (49.41%) | 381 (51.50%) | 1407 (48.90%) | 0.200 |
| Demonstration school | 748 (23.36%) | 148 (24.54%) | 600 (23.09%) | 0.450 |
| Variables | Agreeableness | Conscientiousness | Openness | Extraversion | Emotional Stability |
|---|---|---|---|---|---|
| Family meal frequency | 0.022 ** [0.002, 0.042] | 0.022 * [−0.004, 0.049] | 0.003 [−0.029, 0.034] | 0.033 ** [0.004, 0.062] | 0.026 ** [0.002, 0.049] |
| Male | 0.073 * [−0.014, 0.159] | −0.118 ** [−0.226, −0.009] | 0.077 [−0.036, 0.190] | 0.231 *** [0.106, 0.355] | 0.023 [−0.066, 0.112] |
| Urban residence | 0.019 [−0.074, 0.112] | 0.125 * [−0.000, 0.249] | 0.010 [−0.118, 0.138] | 0.090 [−0.045, 0.225] | 0.027 [−0.071, 0.125] |
| Junior high school | −0.095 ** [−0.185, −0.005] | −0.269 *** [−0.395, −0.142] | 0.229 *** [0.111, 0.347] | −0.063 [−0.220, 0.093] | −0.134 *** [−0.227, −0.040] |
| Only-child status | 0.066 [−0.024, 0.156] | −0.149 ** [−0.267, −0.031] | −0.054 [−0.176, 0.069] | −0.033 [−0.179, 0.113] | −0.010 [−0.101, 0.080] |
| Class rank | 0.043 ** [0.007, 0.080] | 0.203 *** [0.148, 0.258] | −0.018 [−0.072, 0.035] | 0.059 ** [0.000, 0.118] | 0.102 *** [0.062, 0.142] |
| Class leader status | 0.134 *** [0.043, 0.224] | 0.082 [−0.036, 0.200] | −0.029 [−0.148, 0.091] | 0.024 [−0.108, 0.155] | 0.115 ** [0.025, 0.205] |
| SES | 0.004 [−0.045, 0.052] | −0.035 [−0.096, 0.027] | −0.065 ** [−0.124, −0.005] | −0.066 * [−0.136, 0.004] | 0.063 ** [0.014, 0.113] |
| Urban school location | 0.026 [−0.064, 0.115] | 0.002 [−0.117, 0.121] | 0.079 [−0.046, 0.205] | 0.095 [−0.037, 0.227] | 0.102 ** [0.007, 0.197] |
| Demonstration school | 0.073 [−0.025, 0.171] | 0.155 ** [0.030, 0.279] | 0.033 [−0.099, 0.164] | −0.082 [−0.244, 0.081] | −0.132 ** [−0.241, −0.022] |
| Constant | −0.452 [−1.386, 0.482] | −0.895 *** [−1.300, −0.490] | −0.656 ** [−1.166, −0.147] | −0.095 [−0.670, 0.480] | −0.234 [−0.759, 0.291] |
| n | 2111 | 1172 | 1207 | 1018 | 2130 |
| F statistic | 3.83 *** | 11.33 *** | 3.69 *** | 3.16 *** | 7.85 *** |
| Adjusted R-squared | 0.016 | 0.110 | 0.021 | 0.024 | 0.042 |
| Survey-wave fixed effects | Yes | Yes | Yes | Yes | Yes |
| Matching | Treated Group | Control Group | Standardized Bias (%) | t Statistic | |
|---|---|---|---|---|---|
| Gender | Before | 0.547 | 0.570 | −4.5 | −0.83 |
| After | 0.549 | 0.556 | −1.5 | −0.43 | |
| Family residence | Before | 0.491 | 0.338 | 20.8 | 3.80 *** |
| After | 0.487 | 0.504 | −3.4 | −0.97 | |
| School stage | Before | 0.451 | 0.660 | −42.9 | −7.78 *** |
| After | 0.454 | 0.462 | −1.7 | −0.48 | |
| Only-child status | Before | 0.399 | 0.388 | 2.2 | 0.41 |
| After | 0.395 | 0.397 | −0.4 | −0.12 | |
| Class rank | Before | 3.655 | 3.586 | 5.9 | 1.06 |
| After | 3.649 | 3.665 | −1.4 | −0.41 | |
| Class leader status | Before | 0.357 | 0.362 | −1.1 | −0.19 |
| After | 0.356 | 0.350 | 1.3 | 0.37 | |
| SES | Before | 0.078 | −0.170 | 25.6 | 4.55 *** |
| After | 0.056 | 0.067 | −1.2 | −0.33 | |
| School location | Before | 0.490 | 0.494 | −0.8 | −0.15 |
| After | 0.491 | 0.493 | −0.5 | −0.14 | |
| School quality | Before | 0.232 | 0.244 | −2.5 | −0.46 |
| After | 0.235 | 0.243 | −2.0 | −0.59 |
| Radius Matching (Caliper = 0.01) | 1:1 Nearest-Neighbor Matching | Caliper Matching (Caliper = 0.05) | Kernel Matching | ||
|---|---|---|---|---|---|
| Agreeableness | ATT | 0.153 *** [0.042, 0.264] | 0.168 ** [0.034, 0.302] | 0.186 *** [0.060, 0.312] | 0.139 ** [0.032, 0.246] |
| Conscientiousness | ATT | 0.132 * [−0.021, 0.285] | 0.189 * [−0.003, 0.381] | 0.148 * [−0.020, 0.316] | 0.166 ** [0.017, 0.315] |
| Openness | ATT | 0.059 [−0.122, 0.240] | 0.068 [−0.166, 0.302] | 0.075 [−0.111, 0.261] | 0.049 [−0.117, 0.215] |
| Extraversion | ATT | 0.304 *** [0.146, 0.462] | 0.204 ** [0.004, 0.404] | 0.285 *** [0.103, 0.467] | 0.246 *** [0.092, 0.400] |
| Emotional stability | ATT | 0.203 *** [0.077, 0.329] | 0.267 *** [0.095, 0.439] | 0.253 *** [0.109, 0.397] | 0.197 *** [0.075, 0.319] |
| Subsample/Interaction Term | Agreeableness | Conscientiousness | Openness | Extraversion | Emotional Stability |
|---|---|---|---|---|---|
| School Stage | |||||
| Primary school | 0.008 [−0.017, 0.033] | −0.002 [−0.034, 0.030] | 0.005 [−0.035, 0.045] | 0.040 ** [0.004, 0.075] | 0.039 *** [0.011, 0.068] |
| Junior high school | 0.020 ** [0.001, 0.036] | 0.028 ** [0.001, 0.056] | 0.001 [−0.024, 0.025] | 0.000 [−0.029, 0.029] | 0.009 [−0.011, 0.029] |
| Family meal frequency × Junior high school | 0.014 [−0.010, 0.038] | 0.036 * [−0.005, 0.077] | −0.006 [−0.053, 0.041] | −0.040 * [−0.084, 0.007] | −0.030 * [−0.064, 0.004] |
| Residence | |||||
| Rural | 0.013 [−0.013, 0.039] | 0.028 ** [0.001, 0.056] | −0.003 [−0.036, 0.030] | 0.017 [−0.020, 0.055] | 0.022 * [−0.004, 0.048] |
| Urban | 0.017 [−0.006, 0.041] | 0.017 [−0.017, 0.051] | −0.018 [−0.045, 0.009] | 0.025 ** [0.004, 0.047] | 0.018 [−0.010, 0.047] |
| Family meal frequency × Urban | −0.009 [−0.042, 0.024] | −0.027 * [−0.055, 0.000] | −0.014 [−0.056, 0.029] | 0.002 [−0.044, 0.047] | −0.021 * [−0.047, 0.004] |
| Family SES | |||||
| Low SES | 0.034 *** [0.012, 0.058] | 0.028 * [−0.000, 0.058] | −0.017 [−0.048, 0.014] | 0.020 [−0.011, 0.052] | 0.024 * [−0.000, 0.049] |
| High SES | 0.000 [−0.026, 0.027] | 0.013 [−0.018, 0.046] | −0.002 [−0.039, 0.034] | 0.024 * [−0.000, 0.051] | 0.021 [−0.013, 0.055] |
| Family meal frequency × High SES | −0.034 * [−0.069, 0.001] | −0.017 * [−0.032, 0.001] | 0.012 [−0.036, 0.059] | −0.001 [−0.046, 0.044] | −0.001 [−0.036, 0.035] |
| Other covariates included | Yes | Yes | Yes | Yes | Yes |
| Survey-wave fixed effects | Yes | Yes | Yes | Yes | Yes |
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Hu, X.; Wang, Z.; Xue, H.; Guo, N. Association Between Family Meal Frequency and Social and Emotional Skills Among Chinese Adolescents: Evidence from the China Family Panel Studies (CFPS). Behav. Sci. 2026, 16, 1098. https://doi.org/10.3390/bs16071098
Hu X, Wang Z, Xue H, Guo N. Association Between Family Meal Frequency and Social and Emotional Skills Among Chinese Adolescents: Evidence from the China Family Panel Studies (CFPS). Behavioral Sciences. 2026; 16(7):1098. https://doi.org/10.3390/bs16071098
Chicago/Turabian StyleHu, Xiaoqing, Zhengyang Wang, Haiping Xue, and Nan Guo. 2026. "Association Between Family Meal Frequency and Social and Emotional Skills Among Chinese Adolescents: Evidence from the China Family Panel Studies (CFPS)" Behavioral Sciences 16, no. 7: 1098. https://doi.org/10.3390/bs16071098
APA StyleHu, X., Wang, Z., Xue, H., & Guo, N. (2026). Association Between Family Meal Frequency and Social and Emotional Skills Among Chinese Adolescents: Evidence from the China Family Panel Studies (CFPS). Behavioral Sciences, 16(7), 1098. https://doi.org/10.3390/bs16071098

