Hyperactivity and motoric activity in ADHD: Characterization, assessment, and intervention

Frontiers in Psychiatry

Volumn 5, Issue NOV, 2014, Pages

  Gawrilow, Caterina ^a,b,c   Kühnhausen, Jan ^b,c   Schmid, Johanna ^a   Stadler, Gertraud ^d  

^a UNIVERSITY OF TÜBINGEN   (Germany)

^b GERMAN INSTITUTE FOR INTERNATIONAL EDUCATIONAL RESEARCH   (Germany)

^c Center for Research on Individual Development and Adaptive Education of Children at Risk (IDeA)   (Germany)

^d Och Spine at New York Presbyterian Hospitals   (United States)

Author keywords

Accelerometers; ADHD; Bifactor models of ADHD; Hyperactivity impulsivity; Physical activity; Support vector machines

Indexed keywords

ACCELEROMETRY; ATTENTION; ATTENTION DEFICIT DISORDER; CLINICAL ASSESSMENT; COMPARATIVE STUDY; DIFFERENTIAL DIAGNOSIS; DSM-5; ELECTROMYOGRAPHY; EMOTIONAL STABILITY; FACTORIAL ANALYSIS; HUMAN; HYPERACTIVITY; IMPULSIVENESS; INATTENTION; INTERVENTION STUDY; MOTION; MOTOR PERFORMANCE; NUCLEAR MAGNETIC RESONANCE IMAGING; PEDOMETRY; PHYSICAL ACTIVITY; QUESTIONNAIRE; RATING SCALE; RELIABILITY; REVIEW; SELF REPORT; SENSOR BASED ACTIVITY ASSESSMENT; SEX DIFFERENCE; STRUCTURE ANALYSIS; SUPPORT VECTOR MACHINE; SYMPTOMATOLOGY; VALIDITY; YOGA;

EID: 84915781601     PISSN: None     EISSN: 16640640     Source Type: Journal    
DOI: 10.3389/fpsyt.2014.00171     Document Type: Review

References (119)

1. American Psychiatric Association. Diagnostic and Statistical Manual of Mental Disorders. 5th ed. Arlington, VA: American Psychiatric Publishing (2013).
2. Wood AC, Asherson P, Rijsdijk F, Kuntsi J. Is overactivity a core feature in ADHD? Familial and receiver operating characteristic curve analysis of mechanically assessed activity level. J Am Acad Child Adolesc Psychiatry (2009) 48:1023-30. doi: 10.1097/CHI.0b013e3181b54612
3. Yoon SYR, Jain U, Shapiro C. Sleep in ADHD in children and adults: past present, and future. Sleep Med Rev (2012) 16:371-88. doi:10.1016/j.smrv.2011.07.001
4. Cook BG, Li D, Heintrich KM. Obesity, physical activity, and sedentary behavior of youth with learning disabilities and ADHD. J Learn Disabil (2014). doi:10.1177/0022219413518582
5. Anderson SE, Cohen P, Naumova EN, Must A. Association of depression and anxiety disorders with weight change in a prospective community-based study of children followed up into adulthood. Arch Pediatr Adolesc Med (2006) 160(3):285. doi:10.1001/archpedi.160.3.285
6. Davis C, Levitan R, Smith M, Tweed M, Curtis C. Association among overeating, overweight, and attention deficit/hyperactivity disorder: a structural equations modeling approach. Eat Behav (2006) 7:266-74. doi:10.1016/j.eatbeh.2005.09.006
7. Kim J, Mutyala B, Agiovlasitis S, Fernhall B. Health behaviors and obesity among US children with attention deficit hyperactivity disorder by gender and medication use. Prev Med (2011) 52(3-4):218-22. doi:10.1016/j.ypmed.2011.01.003
8. Gawrilow C, Stadler G, Langguth N, Naumann A, Boeck A. Physical activity, affect, and cognition in children with symptoms of attention deficit hyperactivity disorder. J Atten Disord (2013). doi:10.1177/1087054713493318
9. Polanczyk G, de Lima MS, Horta BL, Biederman J, Rohde LA. The worldwide prevalence of ADHD: a systematic review and metaregression analysis. Am J Psychiatry (2007) 164(6):942-8. doi:10.1176/appi.ajp.164.6.942
10. Van der Meere J. The role of attention. In: Sandberg S, editor. Monographs on Child and Adolescent Psychiatry Second Edition. Cambridge: University Press (2002). p. 162-213.
11. Van der Meere J. State regulation and attention deficit hyperactivity disorder. In: Gozal D, Molfese DL, editors. Attention Deficit Hyperactivity Disorder: from Genes to Patients. Totawa: Humana Press Inc (2005). p. 162-213.
12. Sanders AF. Towards a model of stress and performance. Acta Psychol (1983) 53:61-97. doi:10.1016/0001-6918(83)90016-1
13. Sanders AF, van Duren LL. Stimulus control of visual fixation duration in a single saccade paradigm. Acta Psychol (1998) 99:163-76. doi:10.1016/S0001-6918(98)00009-2
14. Sonuga-Barke EJS. Interval length and time-use by children with AD/HD: a comparison of four models. Journal of Abnormal Child Psychology (2002) 30(3):257-64.
15. Van der Meere J, Vreeling H, Sergeant J. A motor presetting study in hyperactive, learning disabled and control children. J Child Psychol Psychiatry (1992) 33(8):1347-54. doi:10.1111/j.1469-7610.1992.tb00954.x
16. Scheres A, Oosterlaan J, Sergeant JA. Response execution and inhibition in children with AD/HD and other disruptive disorders: the role of behavioural activation. J Child Psychol Psychiatry (2001) 42(3):347-57. doi:10.1111/1469-7610.00728
17. Nigg JT, Goldsmith HH, Sachek J. Temperament and attention deficit hyperactivity disorder: the development of a multiple pathway model. J Clin Child Adolesc Psychol (2004) 33(1):42-53. doi:10.1207/S15374424JCCP3301_5
18. Sonuga-Barke EJS. The dual pathway model of AD/HD: an elaboration of neuro-developmental characteristics. Neurosci Biobehav Rev (2003) 27(7):593-604. doi:10.1016/j.neubiorev.2003.08.005
19. Sonuga-Barke EJS, Bitsakou P, Thompson M. Beyond the dual pathway model: evidence for the dissociation of timing, inhibitory, and delay-related impairments in attention-deficit/hyperactivity disorder. J Am Acad Child Adolesc Psychiatry (2010) 49(4):345-55. doi:10.1097/00004583-201004000-00009
20. Chen FF, West S, Sousa K. A comparison of bifactor and second-order models of quality of life. Multivariate Behav Res (2006) 41(2):189-225. doi:10.1207/s15327906mbr4102_5
21. Barkley RA. Defiant Children: A Clinician's Manual for Assessment and Parent Training. New York: Guilford Press (1997).
22. Wilbertz G, Trueg A, Sonuga-Barke EJ, Blechert J, Philipsen A, van Elst L. Neural and psychophysiological markers of delay aversion in attention-deficit hyperactivity disorder. J Abnorm Psychol (2013) 122:566-72. doi:10.1037/a0031924
23. Sonuga-Barke EJS. On dysfunction and function in psychological accounts of childhood disorder. J Child Psychol Psychiatry (1994) 42:199-210.
24. Sagvolden T, Johansen EB, Aase H, Russell VA. A dynamic developmental theory of attention-deficit/hyperactivity disorder (ADHD) predominantly hyperactive/impulsive and combined subtypes. Behav Brain Sci (2005) 28(3):397-419. doi:10.1017/S0140525X05000075
25. Bauermeister J, Bird H, Canino G, Rubio-Stipec M, Bravo M, Alegría M. Dimensions of attention deficit hyperactivity disorder: findings from teacher and parent reports in a community sample. J Clin Child Psychol (1995) 24(3):264-71. doi:10.1207/s15374424jccp2403_3
26. DuPaul GJ, Anastopoulos AD, Power TJ, Reid R, Ikeda MJ, McGoey KE. Parent ratings of attention-deficit/hyperactivity disorder symptoms: factor structure and normative data. J Psychopathol Behav Assess (1998) 20(1):83-102. doi:10.1023/A:1023087410712
27. Lahey B, Pelham W, Schaughency EA, Atkins MS, Murphy HA, Hynd G, et al. Dimensions and types of attention deficit disorder. J Am Acad Child Adolesc Psychiatry (1988) 27(3):330-5. doi:10.1097/00004583-198805000-00011
28. Gibbins C, Toplak ME, Flora DB, Weiss MD, Tannock R. Evidence for a general factor model of ADHD in adults. J Atten Disord (2012) 16(8):635-44. doi:10.1177/1087054711416310
29. Bauermeister J, Alegría M, Bird HR, Rubio-Stipec M, Canino G. Are attentional-hyperactivity deficits unidimensional or multidimensional syndromes? Empirical findings from a community survey. J Am Acad Child Adolesc Psychiatry (1992) 31(3):423-31. doi:10.1097/00004583-199205000-00007
30. Burns GL, Boe B, Walsh JA, Sommers-Flanagan R, Teegarden LA. A confirmatory factor analysis on the DSM-IV ADHD and ODD symptoms: what is the best model for the organization of these symptoms? J Abnorm Child Psychol (2001) 29(4):339-49. doi:10.1023/A:1010314030025
31. Collett BR. The factor structure of DSM-IV attention deficit-hyperactivity symptoms: a confirmatory factor analysis of the ADHD-SRS. J Psychoeduc Assess (2000) 18(4):361-73. doi:10.1177/073428290001800406
32. Glutting JJ, Youngstrom EA, Watkins MW. ADHD and college students: exploratory and confirmatory factor structures with student and parent data. Psychol Assess (2005) 17(1):44-55. doi:10.1037/1040-3590.17.1.44
33. Gomez R, Harvey J, Quick C, Scharer I, Harris G. DSM-IV AD/HD: confirmatory factor models, prevalence, and gender and age differences based on parent and teacher ratings of Australian primary school children. J Child Psychol Psychiatry (1999) 40(2):265-74. doi:10.1111/1469-7610.00440
34. Span SA, Earleywine M, Strybel TZ. Confirming the factor structure of attention deficit hyperactivity disorder symptoms in adult, nonclinical samples. J Psychopathol Behav Assess (2002) 24(2):129-36. doi:10.1023/A:1015396926356
35. Rohde LA, Barbosa G, Polanczyk G, Eizirik M, Rasmussen ER, Neuman RJ, et al. Factor and latent class analysis of DSM-IV ADHD symptoms in a school sample of Brazilian adolescents. J Am Acad Child Adolesc Psychiatry (2001) 40(6):711-8. doi:10.1097/00004583-200106000-00017
36. Molina BS, Smith BH, Pelham WE. Factor structure and criterion validity of secondary school teacher ratings of ADHD and ODD. J Abnorm Child Psychol (2001) 29(1):71-82. doi:10.1023/A:1005203629968
37. Wolraich M, Lambert E. Teachers' screening for attention deficit/hyperactivity disorder: comparing multinational samples on teacher ratings of ADHD. J Abnorm Child Psychol (2003) 31(4):445-55. doi:10.1023/A:1023847719796
38. Pillow DR, Pelham WE, Hoza B, Molina BS, Stultz CH. Confirmatory factor analyses examining attention deficit hyperactivity disorder symptoms and other childhood disruptive behaviors. J Abnorm Child Psychol (1998) 26(4):293-309. doi:10.1023/A:1022658618368
39. Ullebø AK, Breivik K, Gillberg C, Lundervold AJ, Posserud M-B. The factor structure of ADHD in a general population of primary school children. J Child Psychol Psychiatry (2012) 53(9):927-36. doi:10.1111/j.1469-7610.2012.02549.x
40. Caci HM, Morin AJ, Tran A. Teacher ratings of the ADHD-RS IV in a community sample: results from the ChiP-ARD study. J Atten Disord (2013). doi:10.1177/1087054712473834
41. Dumenci L, McConaughy SH, Achenbach TM. A hierarchical three-factor model of inattention-hyperactivity-impulsivity derived from the attention problems syndrome of the teacher's report form. School Psych Rev (2004) 33(2):287-301.
42. Gomez R, Vance A, Gomez RM. Validity of the ADHD bifactor model in general community samples of adolescents and adults, and a clinic-referred sample of children and adolescents. J Atten Disord (2013). doi:10.1177/1087054713480034
43. Martel MM, von Eye A, Nigg JT. Revisiting the latent structure of ADHD: is there a "g" factor? J Child Psychol Psychiatry (2010) 51(8):905-14. doi:10.1111/j.1469-7610.2010.02232.x
44. Martel MM, von Eye A, Nigg J. Developmental differences in structure of attention-deficit/hyperactivity disorder (ADHD) between childhood and adulthood. Int J Behav Dev (2012) 36(4):279-92. doi:10.1177/0165025412444077
45. Morin AJS, Tran A, Caci H. Factorial validity of the ADHD adult symptom rating scale in a French community sample: results from the ChiP-ARD study. J Atten Disord (2013). doi:10.1177/1087054713488825
46. Normand S, Flora DB, Toplak ME, Tannock R. Evidence for a general ADHD factor from a longitudinal general school population study. J Abnorm Child Psychol (2012) 40(4):555-67. doi:10.1007/s10802-011-9584-5
47. Toplak ME, Pitch A, Flora DB, Iwenofu L, Ghelani K, Jain U, et al. The unity and diversity of inattention and hyperactivity/impulsivity in ADHD: evidence for a general factor with separable dimensions. J Abnorm Child Psychol (2009) 37(8):1137-50. doi:10.1007/s10802-009-9336-y
48. Toplak ME, Sorge GB, Flora DB, Chen W, Banaschewski T, Buitelaar J, et al. The hierarchical factor model of ADHD: invariant across age and national groupings? J Child Psychol Psychiatry (2012) 53(3):292-303. doi:10.1111/j.1469-7610.2011.02500.x
49. Faraone SV, Biederman J, Mick E. The age-dependent decline of attention deficit hyperactivity disorder: a meta-analysis of follow-up studies. Psychol Med (2006) 36(2):159-65. doi:10.1017/S003329170500471X
50. Lahey B, Pelham W, Loney J, Lee SS, Willcutt E. Instability of the DSM-IV subtypes of ADHD from preschool through elementary school. Arch Gen Psychiatry (2005) 62:896-902. doi:10.1001/archpsyc.62.8.896
51. Greven CU, Asherson P, Rijsdijk FV, Plomin R. A longitudinal twin study on the association between inattentive and hyperactive-impulsive ADHD symptoms. J Abnorm Child Psychol (2011) 39(5):623-32. doi:10.1007/s10802-011-9513-7
52. McLoughlin G, Ronald A, Kuntsi J, Asherson P, Plomin R. Genetic support for the dual nature of attention deficit hyperactivity disorder: substantial genetic overlap between the inattentive and hyperactive-impulsive components. J Abnorm Child Psychol (2007) 35(6):999-1008. doi:10.1007/s10802-007-9149-9
53. Frazier-Wood AC, Rommel AS, Kuntsi J. Attention deficit hyperactivity disorder: insight from quantitative genetic research. In: Rhee SH, Ronald A, editors. Behavior Genetics of Psychopathology, Vol. 1. New York: Springer (2014). p. 1-32. doi:10.1007/978-1-4614-9509-3_1
54. Martel M, Nikolas M, Nigg JT. Executive function in adolescents with ADHD. J Am Acad Child Adolesc Psychiatry (2007) 46(11):1437-44. doi:10.1097/chi.0b013e31814cf953
55. Riddle MA, Yershova K, Lazzaretto D, Paykina N, Yenokyan G, Greenhill L, et al. the preschool attention-deficit/hyperactivity disorder treatment study (PATS) 6-year follow-up. J Am Acad Child Adolesc Psychiatry (2013) 52(3):264.e-78.e. doi:10.1016/j.jaac.2012.12.007
56. Larsson H, Dilshad R, Lichtenstein P, Barker ED. Developmental trajectories of DSM-IV symptoms of attention-deficit/hyperactivity disorder: genetic effects, family risk and associated psychopathology. J Child Psychol Psychiatry (2011) 52(9):954-63. doi:10.1111/j.1469-7610.2011.02379.x
57. Kessler R, Green J. Structure and diagnosis of adult attention-deficit/hyperactivity disorder: analysis of expanded symptom criteria from the adult ADHD clinical diagnostic scale. Arch Gen Psychiatry (2010) 67(11):1168-78. doi:10.1001/archgenpsychiatry.2010.146
58. Gamble KL, May RS, Besing RC, Tankersly AP, Fargasaon RE. Delayed sleep timing and symptoms in adults with ADHD: a controlled actigraphy study. Chronobiol Int (2013) 30:598-606. doi:10.3109/07420528.2012.754454
59. Biederman J, Mick E, Faraone SV. Age-dependent decline of symptoms of attention deficit hyperactivity disorder: impact of remission definition and symptom type. Am J Psychiatry (2000) 157(5):816-8. doi:10.1176/appi.ajp.157.5.816
60. Millstein RB, Wilens TE, Biederman J, Spencer TJ. Presenting ADHD symptoms and subtypes in clinically referred adults with ADHD. J Atten Disord (1997) 2(3):159-66. doi:10.4088/JCP.08m04785pur
61. Troiano RP. Large-scale applications of accelerometers: new frontiers and new questions. Med Sci Sports Exerc (2007) 39(9):1501. doi:10.1097/mss.0b013e318150d42e
62. Adamo KB, Prince SA, Tricco AC, Connor-Gorber S, Tremblay M. A comparison of indirect versus direct measures for assessing physical activity in the pediatric population: a systematic review. Int J Pediatr Obes (2009) 4:2-27. doi:10.1080/17477160802315010
63. Chinapaw MJ, Mokkink LB, van Poppel MN, van Mechelen W, Terwee CB. Physical activity questionnaires for youth: a systematic review of measurement properties. Sports Med (2010) 40:539-63. doi:10.2165/11530770-000000000-00000
64. Kohl HW, Fulton JE, Caspersen CJ. Assessment of physical activity among children and adolescents: a review and synthesis. Prev Med (2000) 31:54-76. doi:10.1006/pmed.1999.0542
65. Oliver M, Schofield GM, Kolt GS. Physical activity in preschoolers: understanding prevalence and measurement issues. Sports Med (2007) 37:1045-70. doi:10.2165/00007256-200737120-00004
66. Pereira MA, Fitzergerald SJ, Gregg EW, Joswiak ML, Ryan WJ, Suminski RR, et al. A collection of physical activity questionnaires for health-related research. Med Sci Sports Exerc (1997) 29:S1-205.
67. Helmerhorst HJ, Brage S, Warren J, Besson H, Ekelund U. A systematic review of reliability and objective criterion-related validity of physical activity questionnaires. Int J Behav Nutr Phys Act (2012) 9(1):1-55. doi:10.1186/1479-5868-9-103
68. Van Poppel MN, Chinapaw MJ, Mokkink LB, van Mechelen W, Terwee CB. Physical activity questionnaires for adults: a systematic review of measurement properties. Sports Med (2010) 40:565-600. doi:10.2165/11531930-000000000-00000
69. Prince SA, Adamo KB, Hamel ME, Hardt J, Gorber SC, Tremblay M. A comparison of direct versus self-report measures for assessing physical activity in adults: a systematic review. Int J Behav Nutr Phys Act (2008) 5:56-80. doi:10.1186/1479-5868-5-56
70. Sallis JF, Saelens BE. Assessment of physical activity by self report: status, limitations, and future directions. Res Q Exerc Sport (2000) 71:1-14.
71. Matton L, Wijndaele K, Duvigneaud N, Duquet W, Philippaerts R, Thomis M, et al. Reliability and validity of the Flemish physical activity computerized questionnaire in adults. Res Q Exerc Sport (2007) 78:293-306. doi:10.1080/02701367.2007.10599427
72. Allor KM, Pivarnik JM. Stability and convergent validity of three physical activity assessments. Med Sci Sports Exerc (2001) 33:671-6. doi:10.1097/00005768-200104000-00025
73. Martinez-Gomez D, Calabro MA, Welk GJ, Marcos A, Veiga OL. Reliability and validity of a school recess physical activity recall in Spanish youth. Pediatr Exerc Sci (2010) 22:218-30.
74. Baptista F, Santos DA, Silva AM, Mota J, Santos R, Vale S, et al. Prevalence of the portuguese population attaining sufficient physical activity. Med Sci Sports Exerc (2012) 44:466-73. doi:10.1249/MSS.0b013e318230e441
75. Hansen BH, Kolle E, Dyrstad SM, Holme I, Anderssen SA. Accelerometer- determined physical activity in adults and older people. Med Sci Sports Exerc (2012) 44:266-72. doi:10.1249/MSS.0b013e31822cb354
76. Troiano RP, Berrigan D, Dodd KW, Masse LC, Tilert T, McDowell M. Physical activity in the United States measured by accelerometer. Med Sci Sports Exerc (2008) 40:181-8. doi:10.1249/mss.0b013e31815a51b3
77. Trost SG, McIver KL, Pate RR. Conducting accelerometer-based activity assessments in field-based research. Med Sci Sports Exerc (2005) 37(11):531-43. doi:10.1249/01.mss.0000185657.86065.98
78. Teicher MH, Ito Y, Glod CA, Barber NI. Objective measurement of hyperactivity and attentional problems in ADHD. J Am Acad Child Adolesc Psychiatry (1996) 35:334-42. doi:10.1097/00004583-199603000-00015
79. Ramtvedt BE, Roinas E, Aabech HS, Sundet KS. Clinical gains from including both dextroamphetamine and methylphenidate in stimulant trials. J Child Adolesc Psychopharmacol (2013) 23:597-604. doi:10.1089/cap.2012.0085
80. Tseng W-L, Kawabata Y, Gau SS-F, Crick NR. Symptoms of ADHD and peer functioning: a transactional model of development. J Abnorm Child Psychol (2014) 42:1353-65. doi:10.1007/s10802-014-9883-8
81. Martín-Martínez D, Casaseca-de-la-Higuera P, Alberola-López S, Andrés-de-Llano J, López-Villalobos JA, Ardura-Fernández J, et al. Nonlinear analysis of actigraphic signals for the assessment of the attention-deficit/hyperactivity disorder (ADHD). Med Eng Phys (2012) 34(9):1317-29. doi:10.1016/j.medengphy.2011.12.023
82. He Z, Jin L. Activity Recognition from Acceleration Data Based on Discrete Cosine Transform and SVM. San Antonio, TX: Proceedings of the IEEE International Conference on systems, man, and Cybernetics - SMC 2009 (2009).
83. Kühnhausen J, Leonhardt A, Dirk J, Schmiedek F. Physical activity and affect in elementary school children's daily lives. Front Psychol (2013) 4:456. doi:10.3389/fpsyg.2013.00456
84. Boser BE, Guyon IM, Vapnik VN. A training algorithm for optimal margin classifiers. In: Haussler D, editor. Proceedings of the 5th Annual ACM Workshop on Computational Learning Theory COLT'92. Pittsburgh, PA: ACM Press (1992). p. 144-52.
85. Cortes C, Vapnik VN. Support-vector networks. Mach Learn (1995) 20:273-97. doi:10.1023/A:1022627411411
86. Abibullaev B, An J. Decision support algorithm for diagnosis of ADHD using electroencephalograms. J Med Syst (2012) 36:2675-88. doi:10.1007/s10916-011-9742-x
87. Mueller A, Candrian G, Kropotov JD, Ponomarev VA, Baschera GM. Classification of ADHD patients on the basis of independent ERP components using a machine learning system. Nonlinear Biomed Phys (2010) 4(Suppl 1):S1. doi:10.1186/1753-4631-4-S1-S1
88. O'Mahony N, Florentino-Liano B, Carballo JJ, Baca-García E, Rodríguez AA. Objective diagnosis of ADHD using IMUs. Med Eng Phys (2014) 36:922-6. doi:10.1016/j.medengphy.2014.02.023
89. Chang CW, Ho CC, Chen JH. ADHD classification by a texture analysis of anatomical brain MRI data. Front Syst Neurosci (2012) 6:66. doi:10.3389/fnsys.2012.00066
90. Colby JB, Rudie JD, Brown JA, Douglas PK, Cohen MS, Shehzad Z. Insights into multimodal imaging classification of ADHD. Front Syst Neurosci (2012) 6:59. doi:10.3389/fnsys.2012.00059
91. Johnston BA, Mwangi B, Matthews K, Coghill D, Konrad K, Steele JD. Brainstem abnormalities in attention deficit hyperactivity disorder support high accuracy individual diagnostic classification. Hum Brain Mapp (2014) 35:5179-89. doi:10.1002/hbm.22542
92. Barenberg J, Berse T, Dutke S. Executive functions in learning processes: do they benefit from physical activity? Educ Res Rev (2011) 6:208-22. doi:10.1016/j.edurev.2011.04.002
93. Best JR. Effects of physical activity on children's executive function: contributions of experimental research on aerobic exercise. Dev Rev (2010) 30:331-51. doi:10.1016/j.dr.2010.08.001
94. Colcombe S, Kramer AF. Fitness effects on the cognitive function of older adults: a meta-analytic study. Psychol Sci (2003) 14:125-30. doi:10.1111/1467-9280.t01-1-01430
95. Ahn S, Feweda AL. A meta-analysis of the relationship between children's physical activity and mental health. J Pediatr Psychol (2011) 36:385-97. doi:10.1093/jpepsy/jsq107
96. Biddle SJH, Asare M. Physical activity and mental health in children and adolescents: a review of reviews. Br J Sports Med (2011) 45:886-95. doi:10.1136/bjsports-2011-090185
97. Dunn AL, Weintraub P. Exercise in the prevention and treatment of adolescent depression: a promising but little researched intervention. Am J Lifestyle Med (2008) 2(6):1-12. doi:10.1177/1559827608323225
98. Cortese S, Angriman M, Maffeis C, Isnard P, Konofal E, Lecendreux M, et al. Attention - deficit/hyperactivity disorder (ADHD) and obesity: a systematic review of the literature. Crit Rev Food Sci Nutr (2008) 48:524-37. doi:10.1080/10408390701540124
99. Gapin JI, Etnier JL. The relationship between physical activity and executive function performance in children with attention-deficit hyperactivity disorder. J Sport Exerc Psychol (2010) 32:753-63.
100. Gapin JI, Labban JD, Etnier JL. The effects of physical activity on attention deficit hyperactivity disorder symptoms: the evidence. Prev Med (2011) 52:S70-4. doi:10.1016/j.ypmed.2011.01.022
101. Medina JA, Netto TL, Muszkat M, Medina AC, Botter D, Orbetelli R, et al. Exercise impact on sustained attention of ADHD children, methylphenidate effects. Atten Defic Hyperact Disord (2010) 2(1):49-58. doi:10.1007/s12402-009-0018-y
102. Tantillo M, Kesick CM, Hynd GW, Dishman RK. The effects of exercise on children with attention-deficit hyperactivity disorder. Med Sci Sports Exerc (2002) 34(2):203-12. doi:10.1097/00005768-200202000-00004
103. Pontifex MB, Saliba BJ, Raine LB, Picchietti DL, Hillman CH. Exercise improves behavioral, neurocognitive, and scholastic performance in children with attention-deficit/hyperactivity disorder. J Pediatr (2013) 162:543-51. doi:10.1016/j.jpeds.2012.08.036
104. Verret C, Guay M-C, Berthiaume C, Gardiner P, Béliveau L. A physical activity program improves behavior and cognitive functions in children with ADHD: an exploratory study. J Atten Disord (2012) 16:71-80. doi:10.1177/1087054710379735
105. Smith AL, Hoza B, Linnea K, McQuade JD, Tomb M, Vaughn AJ, et al. Pilot physical activity intervention reduces severity of ADHD symptoms in young children. J Atten Disord (2013) 17:70. doi:10.1177/1087054711417395
106. Jensen PS, Kenny DT. The effects of yoga on the attention and behavior of boys with attention-deficit/hyperactivity disorder (ADHD). J Atten Disord (2004) 7:205-16. doi:10.1177/108705470400700403
107. Janssen M, Toussaint HM, van Mechelen W, Verhagen EA. Effects of acute bouts of physical activity on children's attention: a systematic review of the literature. Springerplus (2014) 3:410. doi:10.1186/2193-1801-3-410
108. Cereatti L, Casella R, Manganelli M, Pesce C. Visual attention in adolescents: facilitating effects of sport expertise and acute physical exercise. Psychol Sport Exerc (2009) 10:136-45. doi:10.1016/j.psychsport.2008.05.002
109. Drollette ES, Shishido T, Pontifex MB, Hillman CH. Maintenance of cognitive control during and after walking in preadolescent children. Med Sci Sports Exerc (2012) 44(10):2017-24. doi:10.1249/MSS.0b013e318258bcd5
110. Hillman CH, Pontifex MB, Raine LB, Castelli DM, Hall EE, Kramer AF. The effect of acute treadmill walking on cognitive control and academic achievement in preadolescent children. Neuroscience (2009) 159(3):1044-54. doi:10.1016/j.neuroscience.2009.01.057
111. Drollette ES, Scudder MR, Raine LB, Moore RD, Saliba BJ, Pontifex MB, et al. Acute exercise facilitates brain function and cognition in children who need it most: an ERP study of individual differences in inhibitory control capacity. Dev Cogn Neurosci (2014) 7:53-64. doi:10.1016/j.dcn.2013.11.001
112. Caterino MC, Polak ED. Effects of two types of activity on the performance of second-, third-, and fourth-grade students on a test of concentration. Percept Mot Skills (1999) 89(1):245-8. doi:10.2466/pms.1999.89.1.245
113. Budde H, Voelcker-Rehage C, Pietrabyk-Kendziorra S, Ribeiro P, Tidow G. Acute coordinative exercise improves attentional performance in adolescents. Neurosci Lett (2008) 441(2):219-23. doi:10.1016/j.neulet.2008.06.024
114. Biederman J, Ball SW, Monuteaux MC, Mick E, Spencer TJ, McCreary M, et al. (2008). New insights into the comorbidity between ADHD and major depression in adolescent and young adult females. J Am Acad Child Adolesc Psychiatry 47:426-34. doi:10.1097/CHI.0b013e31816429d3
115. Conn VS. Depressive symptom outcomes of physical activity interventions: meta-analysis findings. Ann Behav Med 39:128-38. doi:10.1007/s12160-010-9172-x
116. Dunton GF, Whalen CK, Jamner LD, Henker B, Floro JN. Using ecologic momentary assessment to measure physical activity during adolescence. Am J Prev Med (2005) 29:281-7. doi:10.1016/j.amepre.2005.07.020
117. Nader PR, Bradley RH, Houts RM, McRitchie SL, O'Brien M. Moderate-to-vigorous physical activity from ages 9 to 15 years. J Am Med Assoc (2008) 300:295-305. doi:10.1001/jama.300.3.295
118. Larun L, Nordheim LV, Ekeland E, Hagen KB, Heian F. Exercise in prevention and treatment of anxiety and depression among children and young people. Cochrane Database Syst Rev (2006) 3:CD004691. doi:10.1002/14651858.CD004691.pub2
119. Kiluk BD, Weden S, Culotta VP. Sport participation and anxiety in children with ADHD. J Atten Disord (2009) 12:499-506. doi:10.1177/1087054708320400