| Literature DB >> 30236084 |
Lian Tong1, Yan Ye2, Qiong Yan3.
Abstract
BACKGROUND: Children with attention-deficit/hyperactivity disorder (ADHD) often experience sleep problems, but the comorbidity mechanism has not been sufficiently studied. This study aimed to determine the comorbidity of ADHD symptoms and sleep problems as well as the moderating effects of bedtime activities and depression/anxiety symptoms on the relationship between ADHD symptoms and sleep problems.Entities:
Keywords: ADHD; Anxiety/depression; Bedtime activities; Sleep problems
Mesh:
Year: 2018 PMID: 30236084 PMCID: PMC6148953 DOI: 10.1186/s12888-018-1879-4
Source DB: PubMed Journal: BMC Psychiatry ISSN: 1471-244X Impact factor: 3.630
Fig. 1Effect of screen time × ADHD symptoms interaction on sleep length
Fig. 2Effect of screen time × ADHD symptoms interaction on sleep-disordered breathing
Fig. 3Effect of screen time × ADHD symptoms interaction on sleep onset delay
Fig. 4Effect of diet × ADHD symptoms interaction on night wakings
Fig. 5Effect of anxiety/depression × ADHD symptoms interaction on sleep length
Fig. 6Effect of anxiety/depression × ADHD symptoms interaction on sleep duration problems
Characteristics of study populations with and without ADHD symptoms
| Total % (n) | ADHD |
| ||
|---|---|---|---|---|
| Non-Symptomatic | Symptomatic | |||
| Gender | ||||
| Male | 53.8 (501) | 85.5 (428) | 14.5 (73) | 14.456*** |
| Female | 46.2 (430) | 93.9 (404) | 6.1 (26) | |
| Grade | ||||
| Three | 36.6 (342) | 87.3 (299) | 12.7 (43) | 2.187 |
| Four | 30.0 (280) | 90.6 (253) | 9.4 (27) | |
| Five | 33.4 (312) | 90.8 (283) | 9.2 (29) | |
| Father’s education level | ||||
| Primary school and below | 3.7 (28) | 89.3 (25) | 10.7 (3) | 3.172 |
| Junior high school | 37.4 (286) | 88.1 (252) | 11.9 (34) | |
| Senior high school | 26.8 (205) | 89.8 (184) | 10.2 (21) | |
| College | 29.5 (226) | 92.5 (209) | 7.5 (17) | |
| Graduate | 2.6 (20) | 85.0 (17) | 15.0 (3) | |
| Mother’s education level | ||||
| Primary school and below | 11.9 (91) | 87.9 (80) | 12.1 (11) | 1.634 |
| Junior high school | 35.8 (273) | 88.6 (242) | 11.4 (31) | |
| Senior high school | 24.0 (183) | 90.2 (165) | 9.8 (18) | |
| College | 27.7 (211) | 91.0 (192) | 9.0 (19) | |
| Graduate | 0.7 (5) | 100 (5) | 0 | |
| Annual household income (USD) | ||||
| ≤ 3000 | 6.9 (50) | 88.0 (44) | 12.0 (6) | 1.080 |
| 3000–6000 | 11.8 (86) | 88.4 (76) | 11.6 (10) | |
| 6000–9000 | 19.5 (142) | 88.7 (126) | 11.3 (16) | |
| 9000–12,000 | 14.4 (105) | 91.4 (96) | 8.6 (9) | |
| 12,000–15,000 | 17.5 (127) | 89.8 (114) | 10.2 (13) | |
| ≥ 15,000 | 29.8 (217) | 90.8 (197) | 9.2 (20) | |
| Total | 100.0 (934) | 91.2 (852) | 8.8 (82) | |
***P < 0.01
The differences in sleep status, bedtime activities, and anxiety/depression between the two groups
| ADHD |
| ||
|---|---|---|---|
| Non-Symptomatic | Symptomatic | ||
| Sleep length | |||
| Weekdays | 9.3 (0.6) | 9.3 (0.7) | 25,424.0 |
| Weekends | 10.1 (0.9) | 10.3 (2.8) | 26,846.0 |
| Sleep problems (total score) | 46.3 (6.7) | 52.9 (6.9) | 9237.0*** |
| Bedtime resistance | 8.2 (2.2) | 9.6 (2.6) | 14,984.5*** |
| Sleep onset delay | 1.4 (0.6) | 1.6 (0.7) | 24,284.5* |
| Sleep duration | 4.4 (1.4) | 5.3 (1.5) | 17,729.0*** |
| Sleep anxiety | 5.4 (1.8) | 6.1 (1.9) | 20,815.0* |
| Night waking | 3.5 (0.8) | 4.1 (1.2) | 20,552.5*** |
| Parasomnias | 8.4 (1.4) | 9.3 (1.9) | 17,845.0*** |
| Sleep-disordered breath | 3.3 (0.6) | 3.8 (1.2) | 20,407.0*** |
| Daytime sleepiness | 11.8 (2.8) | 13.1 (2.7) | 17,546.0*** |
| Bedtime activities | |||
| Screen activities | 5.3 (2.2) | 6.0 (2.9) | 22,595.0* |
| Diet | 4.7 (1.9) | 5.4 (2.9) | 22,705.0+ |
| Anxiety/depression | 2.7 (2.9) | 5.9 (4.1) | 13,516.0*** |
+P < 0.1, *P < 0.05, ***P < 0.0001
Correlations among the study variables
| Main variables | 1 | 2 | 3 | 4 | 5 | 6 |
|---|---|---|---|---|---|---|
| 1. ADHD symptoms | 1 | |||||
| 2. Sleep problems | .48*** | |||||
| 3. Sleep length (weekday) | −.11* | −.10+ | ||||
| 4. Sleep length (weekend) | .01 | .06 | .21*** | |||
| 5. Bedtime activities (screen) | .05 | .08+ | .02 | −.02 | ||
| 6. Bedtime activities (diet) | .14** | .12* | .04 | −.02 | .55*** | |
| 7. Anxiety/depression | .24*** | .69*** | −.08+ | 0 | .05 | .08+ |
+P < 0.1, *P < 0.05, **P < 0.001, ***P < 0.0001
Hierarchical linear regression analysis
| Model 1a | Model 2b | Model 3c | |
|---|---|---|---|
| Beta | Beta | Beta | |
| Sleep length(weekend) | |||
| Child’s gender | .134 | .088 | .086 |
| Child’s age | −.074 | −.079 | −.065 |
| Father’s education | −.118 | −.119 | −.116 |
| Mother’s education | −.110 | −.107 | −.121 |
| Annual household income | −.012 | −.007 | −.007 |
| ADHD | −.080 | −.076 | |
| Screen behaviors in bedtime (Screen) | −.038 | −.050 | |
| Diet behaviors in bedtime | .003 | .044 | |
| Anxiety/Depression | .195** | .097 | |
| Screen × ADHD | −.111* | ||
| Diet × ADHD | −.027 | ||
| Anxiety/Depression × ADHD | .236*** | ||
| | .029 (3.7**) | .047 (3.4***) | .094 (5.3***) |
| Sleep problems (total) | |||
| Child’s gender | −.029 | 1.260 | 1.267* |
| Child’s age | −.358 | .096 | .102 |
| Father’s education | −.127 | .108 | .113 |
| Mother’s education | −.902* | −.530 | −.531 |
| Annual household income | −.301 | −.354* | −.353* |
| ADHD | 2.792*** | 2.811*** | |
| Screen behaviors in bedtime | .504 | .545+ | |
| Diet behaviors in bedtime | .087 | .037 | |
| Anxiety/Depression | 1.413*** | 1.437*** | |
| Screen × ADHD | −.272 | ||
| Diet × ADHD | .165 | ||
| Anxiety/Depression × ADHD | −.060 | ||
| | .034(3.649***) | .292(23.820***) | .293(17.874***) |
| Sleep onset delay | |||
| Child’s gender | .029 | .057 | .062 |
| Child’s age | .021 | .026 | .031 |
| Father’s education | .061 | −.060 | −.061 |
| Mother’s education | −.088* | −.076* | −.075* |
| Annual household income | .009 | .010 | .010 |
| ADHD | .039 | .049 | |
| Screen behaviors in bedtime | .038 | .048 | |
| Diet behaviors in bedtime | .001 | .005 | |
| Anxiety/Depression | .025 | −.025 | |
| Screen × ADHD | .058* | ||
| Diet × ADHD | .0 | ||
| Anxiety/Depression × ADHD | −.002 | ||
| | .044(5.6***) | .054(3.9***) | .064(3.5***) |
| Sleep duration | |||
| Child’s gender | .050 | .192 | .188 |
| Child’s age | .051 | .097+ | .100+ |
| Father’s education | −.054 | −.026 | −.025 |
| Mother’s education | −.157+ | −.140+ | −.145+ |
| Annual household income | −.083* | −.086* | −.085* |
| ADHD | .325*** | .313*** | |
| Screen behaviors in bedtime | .020 | .002 | |
| Diet behaviors in bedtime | .031 | .046 | |
| Anxiety/Depression | .087 | .046 | |
| Screen × ADHD | .033 | ||
| Diet × ADHD | −.021 | ||
| Anxiety/Depression × ADHD | .095+ | ||
| | .041 (5.0***) | .102 (7.4***) | .107 (5.8***) |
| Night wakings | |||
| Child’s gender | .039 | .108 | .103 |
| Child’s age | .045 | .075* | .077* |
| Father’s education | −.043 | −.027 | −.029 |
| Mother’s education | −.160** | −.152** | −.152** |
| Annual household income | .018 | .019 | .021 |
| ADHD | .164*** | .157*** | |
| Screen behaviors in bedtime | −.025 | −.018 | |
| Diet behaviors in bedtime | .076+ | .057 | |
| Anxiety/Depression | .065 | .050 | |
| Screen × ADHD | −.043 | ||
| Diet × ADHD | .061+ | ||
| Anxiety/Depression × ADHD | .049 | ||
| | .046 (5.7***) | .098 (7.2***) | .107 (5.9***) |
| Sleep-disordered breathing | |||
| Child’s gender | −.133* | −.061 | −.061 |
| Child’s age | .010 | .035 | .036 |
| Father’s education | −.021 | −.009 | −.010 |
| Mother’s education | −.018 | −.011 | −.009 |
| Annual household income | .010 | .009 | .010 |
| ADHD | .170*** | .173*** | |
| Screen behaviors in bedtime | .003 | .014 | |
| Diet behaviors in bedtime | .025 | .014 | |
| Anxiety/Depression | −.009 | −.008 | |
| Screen × ADHD | −.052+ | ||
| Diet × ADHD | .036 | ||
| Anxiety/Depression × ADHD | .006 | ||
| | .012 (1.5) | .067 (4.8***) | .074 (3.9***) |
+p < .1, *p < .05, **p < .001, ***p < .01
aModel 1: Gender, age, father’s education, mother’s education, Annual household income. These variables were adjusted in model 2–3;
bModel 2: Variables of ADHD, Screen behavior (Screen), Diet before sleep (Diet), Anxiety/Depression were added;
cModel 3: Interactive terms of Screen × ADHD, Diet × ADHD, Anxiety/Depression× ADHD were added