Epidemiology of attention-deficit/hyperactivity disorder (ADHD) in children and adolescents in Africa: a systematic review and meta-analysis

Getinet Ayano, Kalkidan Yohannes, Mebratu Abraha, Getinet Ayano, Kalkidan Yohannes, Mebratu Abraha

Abstract

Background: Attention-deficit/hyperactivity disorder (ADHD) is the most common neurodevelopmental disorders in childhood and adolescence, affecting 2.2 to 17.8% of all school-aged children and adolescents. ADHD in children has been associated with a wide range of developmental deficits including limitations of learning or control of executive functions as well as global impairments of social skills. However, no review has been conducted to report the consolidated magnitude of ADHD in children and adolescents in Africa. Therefore, this systematic review and meta-analysis aimed to estimate the prevalence of ADHD in Africa.

Methods: Following the PRISMA guideline, we systematically reviewed and meta-analyzed studies that investigated the prevalence of ADHD in Africa from three electronic databases (PubMed, Embase, and Scopus). We also looked at the reference lists of included studies to include other relevant studies. Subgroup and sensitivity analysis was carried out based on the study setting, tools used to measure ADHD, sex of participants, and the subtype of ADHD. Heterogeneity across the studies was evaluated using Cochran's Q- and the I 2-test. We assessed potential publication bias using Egger's test and visual inspection of the symmetry in funnel plots.

Results: In the present meta-analysis, 7452 articles were initially identified and evaluated. Of these, 12 studies that met the inclusion criteria were included in the final analysis. The pooled prevalence of ADHD in children and adolescents in Africa was 7.47% (95% CI 60-9.26). The prevalence of ADHD was apparently greater in boys (10.60%) than in girls (5.28%) with a male:female ratio of 2.01:1. In our subgroup analysis, the predominantly inattentive type (ADHD-I) was found to be the most common subtype of ADHD, followed by hyperactive-impulsive type (ADHD-HI) and the combined type (ADHD-C) with the prevalence of 2.95%, 2.77%, and 2.44% respectively. The predominantly inattentive type (ADHD-I) was the most common type of ADHD in both boys (4.05%) and girls (2.21%). The funnel plot and Egger's regression tests provided no evidence of substantial publication bias in the prevalence of ADHD.

Conclusion: Our systematic review suggested a higher prevalence of ADHD (7.47%) in children and adolescents in Africa, indicating that ADHD is a serious public health problem in children and adolescents in Africa. The prevalence of ADHD was considerably greater in males than in females. The predominantly inattentive type (ADHD-I) was the most common type of ADHD in both males and females. Greater attention needs to be paid to the prevention and treatment of ADHD.

Keywords: Africa; Attention-deficit/hyperactivity disorder; Children; Epidemiology; Systematic review and meta-analysis.

Conflict of interest statement

Competing interestsThe authors declare that they have no competing interests.

© The Author(s) 2020.

Figures

Fig. 1
Fig. 1
PRISMA flowchart of review search
Fig. 2
Fig. 2
The forest plot of the prevalence of ADHD in children and adolescents in Africa: a meta-analysis
Fig. 3
Fig. 3
The funnel plot for assessing publication bias

References

    1. Willcutt EG. The prevalence of DSM-IV attention-deficit/hyperactivity disorder: a meta-analytic review. Neurotherapeutics. 2012;9(3):490–499. doi: 10.1007/s13311-012-0135-8.
    1. Berger I. Diagnosis of attention deficit hyperactivity disorder: much ado about something. IMAJ Isr Med Assoc J. 2011;13(9):571.
    1. Connor DF, Doerfler LA. ADHD with comorbid oppositional defiant disorder or conduct disorder: discrete or nondistinct disruptive behavior disorders? J Atten Disord. 2008;12(2):126–134. doi: 10.1177/1087054707308486.
    1. Pineda DA, Lopera F, Palacio JD, Ramirez D, Henao GC. Prevalence estimations of attention-deficit/hyperactivity disorder: differential diagnoses and comorbidities in a Colombian sample. Int J Neurosci. 2003;113(1):49–71. doi: 10.1080/00207450390161921.
    1. American Psychiatric Association . Diagnostic statistical manual of mental disorder. 5. Wahington, DC: American Psychiatric Association; 2013.
    1. Simon V, Czobor P, Bálint S, Mészáros Á, Bitter I. Prevalence and correlates of adult attention-deficit hyperactivity disorder: meta-analysis. Br J Psychiatry. 2009;194(3):204–211. doi: 10.1192/bjp.bp.107.048827.
    1. Skounti M, Philalithis A, Galanakis E. Variations in prevalence of attention deficit hyperactivity disorder worldwide. Eur J Pediatr. 2007;166(2):117–123. doi: 10.1007/s00431-006-0299-5.
    1. Alok S, Justin C. A review of the pathophysiology, etiology, and treatment of attention-deficit hyperactivity disorder (ADHD) Ann Pharmacother. 2013;48(2):209–225.
    1. Sharma A, Couture J. A review of the pathophysiology, etiology, and treatment of attention-deficit hyperactivity disorder (ADHD) Ann Pharmacother. 2014;48(2):209–225. doi: 10.1177/1060028013510699.
    1. 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 Allied Discipl. 1999;40(2):265–274. doi: 10.1111/1469-7610.00440.
    1. Erşan EE, Doğan O, Doğan S, Sümer H. The distribution of symptoms of attention-deficit/hyperactivity disorder and oppositional defiant disorder in school age children in Turkey. Eur Child Adolesc Psychiatry. 2004;13(6):354–361. doi: 10.1007/s00787-004-0410-2.
    1. Wolraich ML, Hannah JN, Baumgaertel A, Feurer ID. Examination of DSM-IV criteria for attention deficit/hyperactivity disorder in a county-wide sample. J Dev Behav Pediatr. 1998;19(3):162–168. doi: 10.1097/00004703-199806000-00003.
    1. Wolraich ML, Hannah JN, Pinnock TY, Baumgaertel A, Brown J. Comparison of diagnostic criteria for attention-deficit hyperactivity disorder in a county-wide sample. J Am Acad Child Adolesc Psychiatry. 1996;35(3):319–324. doi: 10.1097/00004583-199603000-00013.
    1. Hudziak JJ, Heath AC, Madden PF, Reich W, Bucholz KK, Slutske W, Bierut LJ, Neuman RJ, Todd RD. Latent class and factor analysis of DSM-IV ADHD: a twin study of female adolescents. J Am Acad Child Adolesc Psychiatry. 1998;37(8):848–857. doi: 10.1097/00004583-199808000-00015.
    1. Montiel-Nava C, Peña J, López M, Salas M, Zurga J, Montiel-Barbero I, Pirela D, Cardozo J. Estimaciones de la prevalencia del trastorno por déficit de atención-hiperactividad en niños marabinos. Rev Neurol. 2002;35(11):1019–1024.
    1. Baumgaertel A, Wolraich ML, Dietrich M. Comparison of diagnostic criteria for attention deficit disorders in a German elementary school sample. J Am Acad Child Adolesc Psychiatry. 1995;34(5):629–638. doi: 10.1097/00004583-199505000-00015.
    1. Graetz BW, Sawyer MG, Hazell PL, Arney F, Baghurst P. Validity of DSM-IV ADHD subtypes in a nationally representative sample of Australian children and adolescents. J Am Acad Child Adolesc Psychiatry. 2001;40(12):1410–1417. doi: 10.1097/00004583-200112000-00011.
    1. Nolan EE, Gadow KD, Sprafkin J. Teacher reports of DSM-IV ADHD, ODD, and CD symptoms in schoolchildren. J Am Acad Child Adolesc Psychiatry. 2001;40(2):241–249. doi: 10.1097/00004583-200102000-00020.
    1. Reviews UoYCf, Dissemination: systematic reviews: CRD's guidance for undertaking reviews in health care: University of York, Centre for Reviews & Dissemination; 2009.
    1. Moher D, Shamseer L, Clarke M, Ghersi D, Liberati A, Petticrew M, Shekelle P, Stewart LA, Group P-P Preferred reporting items for systematic review and meta-analysis protocols (PRISMA-P) 2015 statement. Syst Rev. 2015;4(1):1. doi: 10.1186/2046-4053-4-1.
    1. Stang A. Critical evaluation of the Newcastle-Ottawa scale for the assessment of the quality of nonrandomized studies in meta-analyses. Eur J Epidemiol. 2010;25(9):603–605. doi: 10.1007/s10654-010-9491-z.
    1. Friedman-Weieneth JL, Doctoroff GL, Harvey EA, Goldstein LH. The Disruptive Behavior Rating Scale-Parent Version (DBRS-PV): Factor analytic structure and validity among young preschool children. J Atten Disord. 2009;13(1):42–55. doi: 10.1177/1087054708322991.
    1. Gurley JR. Conners-Wells adolescent self report scale. In: Goldstein S, Naglieri JA, editors. Encyclopedia of child behavior and development. Boston: Springer US; 2011. pp. 407–408.
    1. Reich W. Diagnostic interview for children and adolescents (DICA) J Am Acad Child Adolesc Psychiatry. 2000;39(1):59–66. doi: 10.1097/00004583-200001000-00017.
    1. Bussing R, Fernandez M, Harwood M, Wei H, Garvan CW, Eyberg SM, Swanson JM. Parent and teacher SNAP-IV ratings of attention deficit hyperactivity disorder symptoms: psychometric properties and normative ratings from a school district sample. Assessment. 2008;15(3):317–328. doi: 10.1177/1073191107313888.
    1. Ofovwe CE, Ofovwe GE, Meyer A. The prevalence of attention-deficit/hyperactivity disorder among school-aged children in Benin City, Nigeria. J Child Adolesc Ment Health. 2006;18(1):1–5. doi: 10.2989/17280580609486611.
    1. American Psychiatric Association . Diagnostic and statistical manual of mental disorders-IV-TR. Washington, DC: American Psychiatric Association; 2000.
    1. Borenstein M, Hedges LV, Higgins J, Rothstein HR. A basic introduction to fixed-effect and random-effects models for meta-analysis. Res Synth Methods. 2010;1(2):97–111. doi: 10.1002/jrsm.12.
    1. Higgins JP, Thompson SG, Deeks JJ, Altman DG. Measuring inconsistency in meta-analyses. BMJ Br Med J. 2003;327(7414):557. doi: 10.1136/bmj.327.7414.557.
    1. Adewuya AO, Famuyiwa OO. Attention deficit hyperactivity disorder among Nigerian primary school children prevalence and co-morbid conditions. Eur Child Adolesc Psychiatry. 2007;16(1):10–15. doi: 10.1007/s00787-006-0569-9.
    1. Ambuabunos E, Ofevwe E, Ibadin M. Community survey of attention-deficit/hyperactivity disorder among primary school pupils in Benin City. Nigeria. Ann Afr Med. 2011;10(2):91–96. doi: 10.4103/1596-3519.82065.
    1. Ofovwe CE, Ofovwe GE, Meyer A. The prevalence of attention-deficit/hyperactivity disorder among school-aged children in Benin City, Nigeria. Child Adolesc Psychiatry Ment Health. 2006;18(1):1–5. doi: 10.2989/17280580609486611.
    1. Osman AM, Omer IM, Mohammed AA, Abdalla SE. The prevalence and factors affecting attention deficit hyperactivity disorder among school children in Khartoum State. Sudan J Paediatr. 2015;15(2):29.
    1. Wamulugwa J, Kakooza A, Kitaka SB, Nalugya J, Kaddumukasa M, Moore S, Sajatovic M, Katabira E. Prevalence and associated factors of attention deficit hyperactivity disorder (ADHD) among Ugandan children; a cross-sectional study. Child Adolesc Psychiatry Ment Health. 2017;11(1):18. doi: 10.1186/s13034-017-0155-6.
    1. Kashala E, Tylleskar T, Elgen I, Kayembe K, Sommerfelt K. Attention deficit and hyperactivity disorder among school children in Kinshasa, Democratic Republic of Congo. Afr Health Sci. 2005;5(3):172–181.
    1. Wamithi S, Ochieng R, Njenga F, Akech S, Macharia WM. Cross-sectional survey on prevalence of attention deficit hyperactivity disorder symptoms at a tertiary care health facility in Nairobi. Child Adolesc Psychiatry Ment Health. 2015;9(1):1. doi: 10.1186/s13034-015-0033-z.
    1. Jenkins R, Othieno C, Ongeri L, Ogutu B, Sifuna P, Mboroki J, Omollo R. Attention deficit hyperactivity disorder symptom self-report in adults in Kenya and its associated risk factors, an analysis from a household survey in a demographic surveillance site. Glob Ment Health (camb). 2015;2:1–11. doi: 10.1017/gmh.2014.8.
    1. Awadalla NJ, Ali O, Elshaer S, Eissa M. Role of school teachers in identifying attention deficit hyperactivity disorder among primary school children in Mansoura, Egypt/Rôle des enseignants dans l'identification du trouble de déficit de l'attention avec hyperactivité parmi les élèves du primaire à Mansoura, Égypte. East Mediterr Health J. 2016;22(8):586. doi: 10.26719/2016.22.8.586.
    1. Farahat T, Alkot M, Rajab A, Anbar R. Attention-deficit hyperactive disorder among primary school children in Menoufia governorate, Egypt. Int J Fam Med. 2014;2014:257–369.
    1. Bishry Z, Ramy HA, El-Shahawi HH, El-Sheikh MM, El-Missiry AA, El-Missiry MA. Screening for ADHD in a sample of Egyptian adolescent school students. J Atten Disord. 2018;22(1):58–65. doi: 10.1177/1087054714533190.
    1. Yahia S, El-Hadidy M, El-Gilany A-H, Amdel-Hady D, Wahba Y, Al-Haggara M. Disruptive behavior in Down syndrome children: a cross-sectional comparative study. Ann Saudi Med. 2014;34(6):517. doi: 10.5144/0256-4947.2014.517.
    1. Ashenafi Y, Kebede D, Desta M, Alem A. Prevalence of mental and behavioral disorders in children in Ethiopia. East Afr Med J. 2001;78(6):308–311. doi: 10.4314/eamj.v78i6.9024.
    1. Ramtekkar UP, Reiersen AM, Todorov AA, Todd RD. Sex and age differences in attention-deficit/hyperactivity disorder symptoms and diagnoses: implications for DSM-V and ICD-11. J Am Acad Child Adolesc Psychiatry. 2010;49(3):217–228.e211–213.
    1. Thomas R, Sanders S, Doust J, Beller E, Glasziou P. Prevalence of attention-deficit/hyperactivity disorder: a systematic review and meta-analysis. Pediatrics. 2015;135(4):e994. doi: 10.1542/peds.2014-3482.
    1. 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):942–948. doi: 10.1176/ajp.2007.164.6.942.
    1. Hart EL, Lahey BB, Loeber R, Applegate B, Frick PJ. Developmental change in attention-deficit hyperactivity disorder in boys: a four-year longitudinal study. J Abnorm Child Psychol. 1995;23(6):729–749. doi: 10.1007/BF01447474.
    1. Weyandt LL, Iwaszuk W, Fulton K, Ollerton M, Beatty N, Fouts H, Schepman S, Greenlaw C. The internal restlessness scale: performance of college students with and without ADHD. J Learn Disabil. 2003;36(4):382–389. doi: 10.1177/00222194030360040801.

Source: PubMed

3
Subscribe