Restricted accessResearch articleFirst published online 2023-10
Association Between Motor Competence and Percentage of Body Fat in Late Childhood: Comparing Proficiency in Fundamental Motor Skills and Advanced Movement Skills
To solve the problem of a weakening relationship between motor competence and body adiposity from late childhood to adolescence, we defined and utilized advanced movement skills (AMS) characterized by higher biomechanical, physiological, and cognitive processing demands compared with fundamental motor skills (FMS).
Methods:
As a cross-sectional study, the proficiency in FMS and AMS for participants (43 boys and 45 girls) aged 9–12 years was measured by the Bruininks–Oseretsky Test of Motor Proficiency–Second Edition (BOT-2) and Test of Advanced Movement Skills (TAMS), respectively. Density plots and skewness of scoring distributions between assessments were inspected to examine test scalability. We also compared the incremental validity of BOT-2 and TAMS scores in the multiple linear regression models predicting the percentage of body fat (%BF, measured by Tanita BF-689 body scale).
Results:
The TAMS outcomes produced a more positively/right-skewed scoring distribution with a skewness of 0.09 compared with −0.49 for the BOT-2 scores, indicating a better test discrimination ability. The TAMS total scores were a significant predictor (B = −0.92, p = 0.03) in the model predicting %BF (R2 = 0.39, p < 0.001) and provided a greater degree of incremental validity (f2 = 0.058) compared with the BOT-2 (f2 = 0.018).
Conclusions:
This study provides supportive evidence that the proficiency in AMS is more appropriate, compared with FMS, at tracking the increasing motor competence and body adiposity in late childhood, which is helpful for motor skills training, physical activity promotion, and overweight/obesity prevention.
StiermanB, AffulJ, CarrollMD, et al.National Health and Nutrition Examination Survey 2017–March 2020 Prepandemic Data Files Development of Files and Prevalence Estimates for Selected Health Outcomes. National Center for Health Statistics (U.S.). ed. National Health Statistics Reports, 2021; 158; doi: 10.15620/cdc:106273
3.
WangY, CaiL, WuY, et al.What childhood obesity prevention programmes work? A systematic review and meta-analysis. Obes Rev, 2015; 16(7):547–565; doi: 10.1111/obr.12277
4.
CliffDP, OkelyAD, MorganPJ, et al.Movement skills and physical activity in obese children: Randomized controlled trial. Med Sci Sports Exerc, 2011; 43(1):90–100; doi: 10.1249/MSS.0b013e3181e741e8
5.
D'HondtE, DeforcheB, VaeyensR, et al.Gross motor coordination in relation to weight status and age in 5- to 12-year-old boys and girls: A cross-sectional study. Int J Pediatr Obes, 2011; 6(2):e556–e564; doi: 10.3109/17477166.2010.500388
6.
D'HondtE, DeforcheB, GentierI, et al.A longitudinal analysis of gross motor coordination in overweight and obese children versus normal-weight peers. Int J Obes, 2013; 37(1):61–67; doi: https://doi.org/10.1038/ijo.2012.55
7.
MorrisonKM, CairneyJ, EisenmannJ, et al.Associations of body mass index, motor performance, and perceived athletic competence with physical activity in normal weight and overweight children. Faith MS. ed. J Obes, 2018; 2018:3598321; doi: 10.1155/2018/3598321
8.
UteschT, DreiskämperD, NaulR, et al.Understanding physical (in-) activity, overweight, and obesity in childhood: Effects of congruence between physical self-concept and motor competence. Sci Rep, 2018; 8(1):5908–5910; doi: 10.1038/s41598-018-24139-y
9.
LimaRA, BuggeA, ErsbøllAK, et al.The longitudinal relationship between motor competence and measures of fatness and fitness from childhood into adolescence. J Pediatr (Rio J), 2019; 95(4):482–488; doi: 10.1016/j.jped.2018.02.010
10.
LopesVP, StoddenDF, BianchiMM, et al.Correlation between BMI and motor coordination in children. J Sci Med Sport, 2012; 15(1):38–43; doi: 10.1016/j.jsams.2011.07.005
11.
O'BrienW, BeltonS, IssartelJ. The relationship between adolescents' physical activity, fundamental movement skills and weight status. J Sports Sci, 2016; 34(12):1159–1167; doi: 10.1080/02640414.2015.1096017
12.
ChagasDDV, MohebbiM, BarnettLM. How important is motor competence for healthy weight status across adolescence?. Child Obes, 2021; 17(3):220–227; doi: 10.1089/chi.2020.0353
13.
StoddenDF, GoodwayJ, LangendorferS, et al.A developmental perspective on the role of motor skill competence in physical activity: An emergent relationship. Quest, 2008; 60(2):290–306; doi: 10.1080/00336297.2008.10483582
14.
ClarkJE, MetcalfeJS. The Mountain of Motor Development: A Metaphor. In: Motor Development: Research and Reviews. (ClarkJE, HumphreyJ. eds) National Association of Sport and Physical Education: Reston, VA; 2002; pp. 163–190.
15.
MarmeleiraJ, VeigaG, CansadoH, et al.Relationship between motor proficiency and body composition in 6- to 10-year-old children. J Paediatr Child Health, 2017; 53(4):348–353; doi: 10.1111/jpc.13446
16.
RaunerA, MessF, WollA. The relationship between physical activity, physical fitness and overweight in adolescents: A systematic review of studies published in or after 2000. BMC Pediatr, 2013; 13(1):19; doi: 10.1186/1471-2431-13-19
17.
MoranoM, ColellaD, RobazzaC, et al.Physical self-perception and motor performance in normal-weight, overweight and obese children. Scand J Med Sci Sports, 2011; 21(3):465–473; doi: 10.1111/j.1600-0838.2009.01068.x
18.
ShouY, SellbomM, ChenH-F. 4.02- Fundamentals of measurement in clinical psychology. In: Comprehensive Clinical Psychology, 2nd ed. (Asmundson GJG. ed.) Elsevier: Oxford, UK;, 2022; pp. 13–35; doi: 10.1016/B978-0-12-818697-8.00110-2
19.
KabiriLS, HernandezDC, MitchellK. Reliability, validity, and diagnostic value of a pediatric bioelectrical impedance analysis scale. Child Obes, 2015; 11(5):650–655; doi: 10.1089/chi.2014.0156
20.
BruininksRH, BruininksBD. Bruininks-Oseretsky Test of Motor Proficiency: BOT-2. NCS Pearson: Bloomington, MN, USA; 2005.
21.
WuangY-P, SuC-Y. Reliability and responsiveness of the Bruininks–Oseretsky Test of Motor Proficiency-Second Edition in children with intellectual disability. Res Dev Disabil, 2009; 30(5):847–855; doi: 10.1016/j.ridd.2008.12.002
22.
BjörklundK, SköldC, AnderssonL, et al.Reliability of a criterion-based test of athletes with knee injuries; where the physiotherapist and the patient independently and simultaneously assess the patient's performance. Knee Surg Sports Traumatol Arthrosc, 2006; 14(2):165–175; doi: 10.1007/s00167-005-0658-1
CroceRV, HorvatM, McCarthyE. Reliability and concurrent validity of the Movement Assessment Battery for Children. Percept Mot Skills, 2001; 93(1):275–280; doi: 10.2466/pms.2001.93.1.275
25.
Louisiana Department of Education. Competency Testing for Adapted Physical Education. Office of Special Education Services: Baton Rouge, LA, USA; 1995.
26.
PowellC, JensenJ, JohnsonS. Functional performance measures used for return-to-sport criteria in youth following lower-extremity injury. J Sport Rehabil, 2018; 27(6):581–590; doi: https://doi.org/10.1123/jsr.2017-0061
27.
WuS-Y, KangH-A, JensenJL. Construct validity and test–retest reliability of the Test of Advanced Movement Skills with a dual-outcome scoring system. Meas Phys Educ Exerc Sci (in press); doi: 10.1080/1091367X.2022.2043329
28.
CohenJ.Statistical Power Analysis for the Behavioral Sciences. Academic Press: New York, NY, USA; 2013.
29.
RStudio Team. RStudio: Integrated Development for R. RStudio, PBC, Boston, MA; 2018. http://www.rstudio.com/
30.
FlegalK, CarrollM, KuczmarskiR, et al.Overweight and obesity in the United States: Prevalence and trends, 1960–1994. Int J Obes, 1998; 22(1):39–47; doi: 10.1038/sj.ijo.0800541
31.
SeefeldtV. Developmental motor patterns: Implications for elementary school physical education. Psychol Mot Behav Sport, 1980; 36(6):314–323.
32.
FrenchB, SycamoreNJ, McGlashanHL, et al.Ceiling effects in the Movement Assessment Battery for Children-2 (MABC-2) suggest that non-parametric scoring methods are required. PLoS One, 2018; 13(6):e0198426; doi: 10.1371/journal.pone.0198426
33.
SmitsD-W, GorterJW, HannaSE, et al.Longitudinal development of gross motor function among Dutch children and young adults with cerebral palsy: An investigation of motor growth curves. Dev Med Child Neurol, 2013; 55(4):378–384; doi: 10.1111/dmcn.12083
34.
GlazebrookCM, WrightFV. Measuring advanced motor skills in children with cerebral palsy: Further development of the Challenge module. Pediatr Phys Ther, 2014; 26(2):201–213; doi: 10.1097/PEP.0000000000000035
35.
WilsonA, KavanaughA, MoherR, et al.Development and pilot testing of the challenge module: A proposed adjunct to the Gross Motor Function Measure for high-functioning children with cerebral palsy. Phys Occup Ther Pediatr, 2011; 31(2):135–149.
36.
HulteenRM, BarnettLM, MorganPJ, et al.Determining the initial predictive validity of the Lifelong Physical Activity Skills Battery. J Mot Learn Dev, 2018; 6(2):301–314; doi: 10.1123/jmld.2017-0036
37.
HulteenRM, BarnettLM, MorganPJ, et al.Development, content validity and test-retest reliability of the Lifelong Physical Activity Skills Battery in adolescents. J Sports Sci, 2018; 36(20):2358–2367; doi: 10.1080/02640414.2018.1458392
38.
HulteenRM, MorganPJ, BarnettLM, et al.Development of foundational movement skills: A conceptual model for physical activity across the lifespan. Sports Med, 2018; 48(7):1533–1540; doi: 10.1007/s40279-018-0892-6
39.
CorbinCB, WelkGJ, RichardsonC, et al.Youth physical fitness: Ten key concepts. J Phys Educ Recreat Dance, 2014; 85(2):24–31; doi: 10.1080/07303084.2014.866827
40.
RodriguesLP, StoddenDF, LopesVP. Developmental pathways of change in fitness and motor competence are related to overweight and obesity status at the end of primary school. J Sci Med Sport, 2016; 19(1):87–92; doi: 10.1016/j.jsams.2015.01.002
41.
GuX, TamplainPM, ChenW, et al.A mediation analysis of the association between fundamental motor skills and physical activity during middle childhood. Children, 2021; 8(2):64; doi: 10.3390/children8020064
42.
FransenJ, DeprezD, PionJ, et al.Changes in physical fitness and sports participation among children with different levels of motor competence: A 2-year longitudinal study. Pediatr Exerc Sci, 2014; 26(1):11–21; doi: 10.1123/pes.2013-0005
43.
HagaM, GísladóttírT, SigmundssonH. The relationship between motor competence and physical fitness is weaker in the 15–16 Yr. adolescent age group than in younger age groups (4–5 Yr. and 11–12 Yr.). Percept Mot Skills, 2015; 121(3):900–912; doi: 10.2466/10.PMS.121c24x2
44.
StaianoAE, KatzmarzykPT. Ethnic and sex differences in body fat and visceral and subcutaneous adiposity in children and adolescents. Int J Obes, 2012; 36(10):1261–1269; doi: 10.1038/ijo.2012.95
45.
LaursonKR, EisenmannJC, WelkGJ. Body fat percentile curves for US children and adolescents. Am J Prev Med, 2011; 41(4):S87–S92.
46.
GuoB, WuQ, GongJ, et al.Gender difference in body fat for healthy Chinese children and adolescents. Child Obes, 2016; 12(2):144–154; doi: 10.1089/chi.2015.0139
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