Associations Between Meeting 24-Hour Movement Guidelines and Health Indicators in Children with and Without Mental, Behavioral, and Developmental Disorders
Abstract
:1. Introduction
2. Materials and Methods
2.1. Study Design and Participants
2.2. Measurement of MBDDs
2.3. Measurement of 24-Hour Movement Guidelines Adherence
2.3.1. Physical Activity
2.3.2. Sleep Duration
2.3.3. Screen Time
2.4. Measurement of Health Indicators
2.4.1. General Physical Health
2.4.2. Emotional Regulation
2.4.3. Cognitive Functioning
2.4.4. Social Functioning
2.5. Covariates
2.6. Statistical Analysis
2.7. Role of the Funding Source
3. Results
4. Discussion
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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Demographic Characteristics | Unweighted Sample Size | Weighted% (95%CI) |
---|---|---|
Age, years | ||
6–11 | 51,249 | 49.69 (49.04–50.35) |
12–17 | 69,302 | 50.31 (49.65–50.96) |
Gender | ||
Male | 62,226 | 51.08 (50.42–51.73) |
Female | 58,325 | 48.92 (48.27–49.58) |
Race/ethnicity | ||
White | 93,540 | 67.09 (66.43–67.74) |
Non-white | 27,011 | 32.91 (32.26–33.57) |
Highest parental education b | ||
Less than high school | 3027 | 10.15 (9.55–10.78) |
High school | 16,012 | 19.71 (19.15–20.28) |
Some college or associate degree | 28,404 | 21.99 (21.49–22.50) |
College degree or higher | 72,461 | 48.15 (47.50–48.79) |
Household poverty level, % FPL | ||
0–99 | 11,636 | 17.31 (16.73–17.91) |
100–199 | 19,973 | 23.34 (22.73–23.96) |
200–399 | 41,671 | 31.15 (30.57–31.73) |
≥400 | 47,271 | 28.21 (27.70–28.71) |
MBDDs category | ||
EDs | ||
Anxiety | 16,956 | 11.47 (11.10–11.85) |
Depression | 8281 | 5.52 (5.25–5.80) |
BDs | ||
ADHD | 16,028 | 11.71 (11.35–12.09) |
BP | 12,426 | 10.06 (9.70–10.44) |
TS | 427 | 0.34 (0.27–0.42) |
DDs | ||
ASD | 4043 | 3.29 (3.05–3.56) |
LD | 10,783 | 8.76 (8.40–9.13) |
ID | 1539 | 1.34 (1.20–1.51) |
DD | 8734 | 7.05 (6.74–7.37) |
SD | 9868 | 8.18 (7.83–8.54) |
With | General Physical Health | Emotional Regulation | Cognitive Functioning | Social Functioning | ||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
PA | ST | SL | PA | ST | SL | PA | ST | SL | PA | ST | SL | |
EDs | ||||||||||||
Anxiety | NS | NS | 1.63 | NS | 1.72 | 1.45 | NS | NS | NS | 1.68 | 1.24 | NS |
Depression | NS | NS | 1.36 | NS | 1.47 | 1.56 | NS | NS | NS | 1.60 | 1.41 | 1.26 |
BDs | ||||||||||||
ADHD | NS | NS | NS | NS | 1.68 | 1.50 | 1.20 | 1.23 | NS | 1.79 | 1.26 | NS |
BP | NS | NS | NS | NS | 1.49 | 1.56 | NS | NS | NS | 1.55 | NS | NS |
TS | NS | NS | NS | NS | NS | NS | NS | NS | NS | NS | NS | NS |
DDs | ||||||||||||
ASD | NS | NS | 2.07 | NS | 1.74 | NS | NS | NS | NS | NS | 1.51 | NS |
LD | NS | NS | 1.63 | NS | 1.75 | 1.36 | 1.35 | 1.42 | NS | 1.59 | 1.40 | NS |
ID | 2.64 | NS | NS | NS | NS | NS | NS | NS | NS | NS | NS | 2.05 |
DD | NS | NS | 1.52 | NS | 1.55 | 1.57 | 1.27 | NS | NS | 1.84 | 1.33 | 1.37 |
SD | NS | 1.55 | 1.47 | NS | 1.63 | 1.46 | NS | 1.27 | NS | 1.65 | 1.43 | 1.26 |
Without | General Physical Health | Emotional Regulation | Cognitive Functioning | Social Functioning | ||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
PA | ST | SL | PA | ST | SL | PA | ST | SL | PA | ST | SL | |
EDs | ||||||||||||
Anxiety | 2.10 | 1.41 | 1.44 | 1.41 | 1.76 | 1.61 | 1.26 | 1.46 | 1.30 | 1.73 | 1.50 | 1.23 |
Depression | 1.88 | 1.41 | 1.51 | 1.47 | 1.82 | 1.56 | 1.29 | 1.41 | 1.29 | 1.75 | 1.46 | 1.22 |
BDs | ||||||||||||
ADHD | 2.03 | 1.41 | 1.66 | 1.64 | 1.85 | 1.59 | 1.47 | 1.54 | 1.30 | 1.84 | 1.55 | 1.26 |
BP | 2.06 | 1.45 | 1.73 | 1.98 | 1.89 | 1.42 | 1.51 | 1.53 | 1.29 | 1.93 | 1.54 | 1.24 |
TS | 1.79 | 1.49 | 1.66 | 1.50 | 1.89 | 1.74 | 1.32 | 1.47 | 1.39 | 1.78 | 1.52 | 1.30 |
DDs | ||||||||||||
ASD | 1.88 | 1.48 | 1.67 | 1.40 | 1.78 | 1.73 | 1.28 | 1.42 | 1.42 | 1.76 | 1.48 | 1.30 |
LD | 1.97 | 1.50 | 1.60 | 1.58 | 1.84 | 1.88 | 1.32 | 1.47 | 1.48 | 1.86 | 1.53 | 1.32 |
ID | 1.66 | 1.52 | 1.66 | 1.49 | 1.91 | 1.76 | 1.28 | 1.47 | 1.41 | 1.78 | 1.53 | 1.29 |
DD | 2.04 | 1.77 | 1.71 | 1.57 | 1.91 | 1.75 | 1.30 | 1.52 | 1.50 | 1.81 | 1.54 | 1.30 |
SD | 1.81 | 1.43 | 1.73 | 1.52 | 1.92 | 1.81 | 1.35 | 1.51 | 1.48 | 1.82 | 1.54 | 1.32 |
With vs. Without | General Physical Health | Emotional Regulation | Cognitive Functioning | Social Functioning | ||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
PA | ST | SL | PA | ST | SL | PA | ST | SL | PA | ST | SL | |
EDs | ||||||||||||
Anxiety | −2.12 * | NS | NS | NS | NS | NS | NS | −2.70 * | NS | NS | −2.23 * | NS |
Depression | NS | NS | NS | NS | NS | NS | NS | −2.30 * | NS | NS | NS | NS |
BDs | ||||||||||||
ADHD | NS | NS | NS | NS | NS | NS | NS | −2.22 * | NS | NS | −2.60 * | −1.98 * |
BP | NS | NS | NS | −3.30 * | NS | NS | −2.67 * | −4.10 * | −1.98 * | NS | −4.14 * | −2.03 * |
TS | NS | NS | NS | NS | NS | NS | NS | NS | NS | NS | NS | NS |
DDs | ||||||||||||
ASD | −2.20 * | NS | NS | NS | NS | NS | −2.31 * | NS | −2.33 * | NS | NS | NS |
LD | NS | NS | NS | NS | NS | −2.09 * | NS | NS | −2.13 * | NS | NS | −2.13 * |
ID | NS | NS | NS | NS | NS | NS | NS | NS | NS | NS | NS | NS |
DD | NS | −2.83 * | NS | NS | NS | NS | NS | −2.23 * | −1.97 * | NS | NS | NS |
SD | NS | NS | NS | NS | NS | NS | NS | NS | −1.99 * | NS | NS | NS |
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Pan, N.; Zhao, J.-X.; Su, X.-T.; Yang, K.-Z.; Shi, L.; Wang, X.; Jing, J.; Li, X.-H.; Lin, L.-Z. Associations Between Meeting 24-Hour Movement Guidelines and Health Indicators in Children with and Without Mental, Behavioral, and Developmental Disorders. Future 2025, 3, 6. https://doi.org/10.3390/future3020006
Pan N, Zhao J-X, Su X-T, Yang K-Z, Shi L, Wang X, Jing J, Li X-H, Lin L-Z. Associations Between Meeting 24-Hour Movement Guidelines and Health Indicators in Children with and Without Mental, Behavioral, and Developmental Disorders. Future. 2025; 3(2):6. https://doi.org/10.3390/future3020006
Chicago/Turabian StylePan, Ning, Jing-Xian Zhao, Xin-Tong Su, Kai-Ze Yang, Lei Shi, Xin Wang, Jin Jing, Xiu-Hong Li, and Li-Zi Lin. 2025. "Associations Between Meeting 24-Hour Movement Guidelines and Health Indicators in Children with and Without Mental, Behavioral, and Developmental Disorders" Future 3, no. 2: 6. https://doi.org/10.3390/future3020006
APA StylePan, N., Zhao, J.-X., Su, X.-T., Yang, K.-Z., Shi, L., Wang, X., Jing, J., Li, X.-H., & Lin, L.-Z. (2025). Associations Between Meeting 24-Hour Movement Guidelines and Health Indicators in Children with and Without Mental, Behavioral, and Developmental Disorders. Future, 3(2), 6. https://doi.org/10.3390/future3020006