| Literature DB >> 35329263 |
Xiaocen Jia1, Yiqing Huang1, Wenli Yu2, Wai-Kit Ming3, Fei Qi4,5, Yibo Wu6,7.
Abstract
Sleep quality among college students is affected by numerous factors. Previous studies have linked sleep quality to family dynamics as well as personality. However, little is known about the mechanisms underlying this relationship. The aim of this study is to incorporate a moderated mediation model to explore the big five personality traits in mediating the relationship between family dynamics and sleep quality and whether this indirect relationship is modified by only-child status among Chinese undergraduate students. Survey data were collected from a cross-sectional study conducted in Shandong, China and 1022 undergraduate students aged 18-24 were recruited. The mediation and moderated mediation modeling analyses were carried out with the software SPSS PROCESS macro. After controlling for gender and grade, mediation analysis indicated that conscientiousness and agreeableness of the big five personality traits partially mediated the link between family dynamics and sleep quality (β = -0.0093, CI: -0.0178, -0.0018; β = -0.0047, CI: -0.0084, -0.0013), and moderation analysis found only-child status acted as a moderator in the relationship between family dynamics and the agreeableness of the big five personality traits (only child, β = -0.0129, CI: -0.0196, -0.0072; non-only-child, β = -0.0040, CI: -0.0078, -0.0002). Results showed that family dynamics positively predicted sleep quality both directly and indirectly via the conscientiousness and agreeableness of big five personality traits. Only-child status moderated the indirect association between family dynamics and agreeableness of big five personality traits. The current study advanced our understanding of the mechanism underlying the connection between family dynamics and sleep quality and helped to develop intervention measures to improve sleep quality of college students.Entities:
Keywords: Chinese undergraduate students; agreeableness; conscientiousness; family dynamics; moderated mediation; only-child status; quality of sleep
Mesh:
Year: 2022 PMID: 35329263 PMCID: PMC8953608 DOI: 10.3390/ijerph19063576
Source DB: PubMed Journal: Int J Environ Res Public Health ISSN: 1660-4601 Impact factor: 3.390
Figure 1The hypothesized model.
Summary of the demographic variables (N = 963).
| Variables | Number | Percent (%) |
|---|---|---|
| Gender | ||
| male | 406 | 42.2 |
| female | 557 | 57.8 |
| Ethnicity | ||
| Han | 855 | 88.8 |
| Minorities | 108 | 11.2 |
| Grade | ||
| Freshman | 204 | 21.2 |
| Sophomore | 275 | 28.6 |
| Junior | 237 | 24.6 |
| Senior | 124 | 12.9 |
| Fifth | 123 | 12.8 |
| Major | ||
| Philosophy | 36 | 3.7 |
| Economics | 99 | 10.3 |
| Jurisprudence | 50 | 5.2 |
| Education | 53 | 5.5 |
| Literature | 93 | 9.7 |
| History | 19 | 2.0 |
| Science | 73 | 7.6 |
| Engineering | 146 | 15.2 |
| Agronomy | 21 | 2.2 |
| Medical | 241 | 25.0 |
| Management | 90 | 9.3 |
| Art | 42 | 4.4 |
| Location of their home | ||
| Urban | 516 | 53.6 |
| Rural | 447 | 46.4 |
| Whether only-child status | ||
| Only child | 457 | 47.5 |
| Non-only-child | 506 | 52.5 |
| Family types | ||
| The nuclear family | 610 | 63.3 |
| Three generations | 254 | 26.4 |
| Four generations | 38 | 3.9 |
| Single parent familiy | 43 | 4.5 |
| Intergenerational family | 18 | 1.9 |
| Total | 963 | 100 |
Key variables and Spearman correlation coefficients of all variables.
| Variable | M ± SD | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 |
|---|---|---|---|---|---|---|---|---|---|---|
| 1. Family dynamics | 80.90 ± 13.96 | 1.000 | ||||||||
| 2. Neuroticism | 23.07 ± 7.03 | 0.005 | 1.000 | |||||||
| 3. Conscientiousness | 28.47 ± 5.66 | 0.399 *** | −0.005 | 1.000 | ||||||
| 4. Agreeableness | 27.65 ± 4.66 | 0.201 *** | −0.107 *** | 0.577 *** | 1.000 | |||||
| 5. Openness | 28.75 ± 6.65 | 0.403 *** | 0.169 *** | 0.613 *** | 0.416 *** | 1.000 | ||||
| 6. Extraversion | 25.98 ± 4.93 | 0.372 *** | 0.024 | 0.497 *** | 0.262 *** | 0.642 *** | 1.000 | |||
| 7. PSQI | 5.26 ± 3.77 | −0.255 *** | 0.376 *** | −0.163 *** | −0.192 *** | −0.043 | −0.070 * | 1.000 | ||
| 8. Gender | −0.029 | 0.028 | 0.008 | 0.124 *** | −0.021 | −0.057 * | 0.012 | 1.000 | ||
| 9. Grade | 0.014 | −0.079 * | 0.026 | 0.083 ** | −0.065 * | −0.087 ** | −0.013 | 0.033 | 1.000 |
Notes: N = 963; * p < 0.05, ** p < 0.01, *** p < 0.001; PSQI, Pittsburgh sleep quality index.
Mediation analysis.
| Outcome Variable | Independent Variables | β |
|
|---|---|---|---|
| PSQI | constant | 9.8312 *** | 0.0000 |
| gender | 0.0974 | 0.6861 | |
| grade | −0.0987 | 0.2842 | |
| family dynamics | −0.0552 *** | 0.0000 | |
| R2 | 0.2081 *** | ||
| F | 14.4769 | ||
| Neuroticism | constant | 21.3890 *** | 0.0000 |
| gender | 0.5541 | 0.2257 | |
| grade | −0.4849 ** | 0.0056 | |
| family dynamics | 0.0260 | 0.1082 | |
| R2 | 0.1086 ** | ||
| F | 3.8116 | ||
| Conscientiousness | constant | 14.7199 *** | 0.0000 |
| gender | 0.0709 | 0.8339 | |
| grade | 0.1008 | 0.4356 | |
| family dynamics | 0.1653 *** | 0.0000 | |
| R2 | 0.4082 *** | ||
| F | 63.9210 | ||
| Agreeableness | constant | 20.2823 *** | 0.0000 |
| gender | 0.9691 *** | 0.0006 | |
| grade | 0.327 ** | 0.0026 | |
| family dynamics | 0.0613 *** | 0.0000 | |
| R2 | 0.2412 *** | ||
| F | 19.7475 | ||
| Openness | constant | 12.9850 *** | 0.0000 |
| gender | −0.0838 | 0.8296 | |
| grade | −0.3980 ** | 0.0076 | |
| family dynamics | 0.2097 *** | 0.0000 | |
| R2 | 0.4458 *** | ||
| F | 79.2667 | ||
| Extraversion | constant | 17.209 *** | 0.0000 |
| gender | −0.4213 | 0.1574 | |
| grade | −0.4082 *** | 0.0004 | |
| family dynamics | 0.1301 *** | 0.0000 | |
| R2 | 0.3845 *** | ||
| F | 55.4622 | ||
| PSQI | constant | 7.8649 *** | 0.0000 |
| gender | 0.0878 | 0.6948 | |
| grade | 0.0505 | 0.5583 | |
| neuroticism | 0.1920 *** | 0.0000 | |
| conscientiousness | −0.0562 * | 0.0480 | |
| agreeableness | −0.0762 * | 0.0123 | |
| openness | 0.0227 | 0.3905 | |
| extraversion | 0.0404 | 0.1692 | |
| family dynamics | −0.0563 *** | 0.0000 | |
| R2 | 0.4449 *** | ||
| F | 29.4289 | ||
Notes: N = 963; * p < 0.05, ** p < 0.01, *** p < 0.001; PSQI, Pittsburgh sleep quality index.
Bootstrapping indirect effect and 95% confidence interval (CI) for the mediation test.
| Indirect Path | Effect | BootLLCI | BootULCI |
|---|---|---|---|
| family dynamics→neuroticism→PSQI | 0.0050 b | −0.0023 | 0.0121 |
| family dynamics→conscientiousness→PSQI | −0.0093 a | −0.0178 | −0.0018 |
| family dynamics→agreeableness→PSQI | −0.0047 a | −0.0084 | −0.0013 |
| family dynamics→openness→PSQI | 0.0048 b | −0.0053 | 0.0148 |
| family dynamics→extraversion→PSQI | 0.0053 b | −0.0014 | 0.0128 |
Notes: N = 963; Bootstrap sample size = 5000; PSQI, Pittsburgh sleep quality index; LL, low limit; CI, confidence interval; UL, upper limit; a Empirical 95% confidence interval does not overlap with zero; b Empirical 95% confidence interval overlaps with zero.
The moderated mediation analyses.
| Outcome Variable | Independent Variables | β |
|
|---|---|---|---|
| Conscientiousness | constant | 28.0099 *** | 0.0000 |
| gender | 0.0694 | 0.8349 | |
| grade | 0.1374 | 0.2786 | |
| family dynamics | 0.1689 *** | 0.0000 | |
| only-child status | 0.6522 | 0.0477 | |
| family dynamics * only-child status | −0.1482 *** | 0.0000 | |
| R2 | 0.4504 *** | ||
| F | 48.7205 | ||
| Agreeableness | constant | 25.2655 *** | 0.0000 |
| gender | 0.9219 ** | 0.0011 | |
| grade | 0.3487 ** | 0.0012 | |
| family dynamics | 0.0627 *** | 0.0000 | |
| only-child status | 0.7621 ** | 0.0064 | |
| family dynamics * only-child status | −0.0677 *** | 0.0007 | |
| R2 | 0.2766 *** | ||
| F | 15.8615 | ||
| PSQI | constant | 8.7375 *** | 0.0000 |
| gender | 0.2250 | 0.3488 | |
| grade | −0.0555 | 0.5444 | |
| family dynamics | −0.0468 *** | 0.0000 | |
| conscientiousness | −0.0018 | 0.9456 | |
| agreeableness | −0.1316 *** | 0.0000 | |
| R2 | 0.2580 *** | ||
| F | 13.6497 | ||
Notes: N = 963; * p < 0.05, ** p < 0.01, *** p < 0.001; PSQI, Pittsburgh sleep quality index.
Bootstrapping the conditional indirect effect and 95% confidence interval (CI) for the moderated mediation model.
| Path | Only-Child Status | Effect | BootLLCI | BootULCI |
|---|---|---|---|---|
| family dynamics→conscientiousness→PSQI | only-child | 0.0004 | −0.0130 | 0.0117 |
| non-only-child | 0.0002 | −0.0052 | 0.0049 | |
| family dynamics→agreeableness→PSQI | only-child | −0.0129 a | −0.0196 | −0.0072 |
| non-only-child | −0.0040 a | −0.0078 | −0.0002 |
Notes: N = 963; Bootstrap sample size = 5000; PSQI, Pittsburgh sleep quality index; LL, low limit; CI, confidence interval; UL, upper limit. a Empirical 95% confidence interval does not overlap with zero.
Figure 2The verified model of the moderated mediation effects between family dynamics and PSQI (N = 963). The study found that conscientiousness and agreeableness of big five personality traits mediated the association between family dynamics and sleep quality. Only-child status significantly moderated the impact of family dynamics on agreeableness.* p < 0.05, *** p < 0.001.
Figure 3The conditional effect between family dynamics and agreeableness (N = 963). To further understand the moderation effect of only-child status on the path between family dynamics and agreeableness, a conditional indirect effect analysis was conducted at two aspects of the only-child and the non-only-child.