Skip to main content

Advertisement

Log in

The cross-cultural utility of foreign- and locally-derived normative data for three WHO-endorsed neuropsychological tests for South African adolescents

  • Original Paper
  • Published:
Metabolic Brain Disease Aims and scope Submit manuscript

Abstract

Interpretation of neuropsychological tests may be hampered by confounding sociodemographic factors and by using inappropriate normative data. We investigated these factors in three tests endorsed by the World Health Organization: the Grooved Pegboard Test (GPT), the Children’s Color Trails Test (CCTT), and the WHO/UCLA version of the Auditory Verbal Learning Test (AVLT). In a sample of 12-15-year-old, Afrikaans- and English-speaking adolescents from the Cape Town region of South Africa, analyses of covariance (ANCOVAs) demonstrated that quality of education was the sociodemographic factor with the biggest influence on test performance, and that age also significantly influenced GPT and CCTT performance. Based on those findings, we provide appropriately stratified normative data for the age group in question. Comparisons between diagnostic interpretations made using foreign normative data versus those using the current local data demonstrate that it is imperative to use appropriately stratified normative data to guard against misinterpreting performance.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1

Similar content being viewed by others

Notes

  1. For instance, chicken replaced turkey, and herdboy replaced ranger.

  2. But note the typographical error for the 5th item of list A, which should read plane, not place

  3. These three problematic items were: (1) boot/stewel- the Afrikaans word is used rarely (and only in more formal language contexts), and so the semantically compatible words shoe/skoen weresubstituted; (2) plate/bakkie—the Afrikaans word bakkie is ambiguous in that it could take the meaning of either bowl or truck, and so the semantically compatible words plate/bord were substituted; (3) bee/by—the Afrikaans word by is a homophone, and could be heard as taking the meaning of the English words at, bee, or mood; hence, and to ensure that the word was understood in its original semantic category (i.e., insects), we used the Afrikaans word gogga, as a generic description of a bug.

References

  • Alcock KJ, Holding PA, Mung’ala-Odera V, Newton CR (2008) Constructing tests of cognitive abilities for schooled and unschooled children. J Cross-Cult Psychol 39:529–552

    Article  Google Scholar 

  • American Psychiatric Association (2000) DSM-IV-TR: diagnostic and statistical manual of mental disorders. American Psychiatric Publishing, Washington, DC

    Google Scholar 

  • Anderson P, Anderson V, Lajoie G (1996) The Tower of London test: validation and standardisation for pediatric populations. Clin Neuropsychol 10:54–65

    Article  Google Scholar 

  • Ardila A (2005) Cultural values underlying psychometric cognitive testing. Neuropsychol Rev 15:185–195

    Article  PubMed  Google Scholar 

  • Bauer RM (1997) Brain damage caused by collision with forensic neuropsychologists. Abstracted from a paper presented at the 25th meeting of the International Neuropsychological Society, Orlando, FL

  • Bellamy C, UNICEF (2004) The state of the world’s children 2005: childhood under threat. UNICEF, New York

    Google Scholar 

  • Braga L (2007) International handbook of cross-cultural neuropsychology. Oxford University Press, New York

    Google Scholar 

  • Brickman AM, Cabo R, Manly JJ (2006) Ethical issues in cross-cultural neuropsychology. Appl Neuropsychol 13:91–100

    Article  PubMed  Google Scholar 

  • Brislin RW (1983) Cross-cultural research in psychology. Ann Rev Psychol 34:363–400

    Article  Google Scholar 

  • Bryden PJ, Roy EA (2005) A new method of administering the Grooved Pegboard Test: performance as a function of handedness and sex. Brain Cogn 58:258–268

    Article  CAS  PubMed  Google Scholar 

  • Burman S, Reynolds P (1986) Growing up in a divided society. The contexts of childhood in South Africa. Raven Press, Johannesburg

    Google Scholar 

  • Cave J, Grieve K (2009) Quality of education and performance on neuropsychological tests of executive functioning. New Voices Psychol 5:29–48

    Google Scholar 

  • Corke MAS (1984) Business, poverty and education. Paper presented at the Second Carnegie inquiry into poverty and development in Southern Africa

  • de Rotrou J, Wenisch E, Chausson C, Dray F, Faucounau V, Rigaud AS (2005) Accidental MCI in healthy subjects: a prospective longitudinal study. Eur J Neurol 12:879–885

    Article  PubMed  Google Scholar 

  • Farah MJ (2007) Social, legal, and ethical implications of cognitive neuroscience: “neuroethics” for short. J Cogn Neurosci 19:363–364

    Article  PubMed  Google Scholar 

  • Ferrett HL, Carey PD, Thomas KGF, Tapert SF, Fein G (2010) Neuropsychological performance of South African treatment-naive adolescents with alcohol dependence. Drug Alcohol Depend 110:8–14

    Article  PubMed  Google Scholar 

  • Fortuny ILA, Garolera M, Romo DH, Feldman E, Barillas HF, Keefe R et al (2005) Research with Spanish-speaking populations in the United States: lost in translation. A commentary and a plea. J Clin Exp Neuropsychol 27:555–564

    Article  Google Scholar 

  • Foxcroft CD (1997) Psychological testing in South Africa: perspectives regarding ethical and fair practices. Eur J Psychol Assess 13:229–235

    Article  Google Scholar 

  • Foxcroft CD (2002) Ethical issues related to psychological testing in Africa: what I have learned (so far). Online Read Psychol Cult 2:1–19

    Google Scholar 

  • Foxcroft CD (2004) Planning a psychological test in the multicultural South African context. SAJIP 30:8–15

    Google Scholar 

  • Foxcroft CD, Roodt G (2005) An introduction to psychological assessment in the South African context, 2nd edn. Oxford University Press, Cape Town

    Google Scholar 

  • Giedd JN, Keshavan M, Paus T (2008) Why do many psychiatric disorders emerge during adolescence? Nat Rev Neurosci 9:947–957

    PubMed Central  PubMed  Google Scholar 

  • Gogtay N, Giedd JN, Lusk L, Hayashi KM, Greenstein D, Vaituzis C et al (2004) Dynamic mapping of human cortical development during childhood through early adulthood. Proc Natl Acad Sci U S A 101:8174–8179

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • Grieve KW (2005) Factors affecting assessment results. In: Foxcroft C, Roodt G (eds) An introduction to psychological assessment in the South African context, 2nd edn. Oxford University Press, Cape Town, pp 225–241

    Google Scholar 

  • Grieve KW, van Eeden R (2010) A preliminary investigation of the suitability of the WAIS-III for Afrikaans-speaking South Africans. SAJP 40:262–271

    Google Scholar 

  • Heaton RK, Grant I, Matthews CG (1986) Differences in neuropsychological test performance associated with age, education, and sex. In: Grant I, Adams K (eds) Neuropsychological assessment of neuropsychiatric disorders. Oxford University Press, New York

    Google Scholar 

  • International Test Commission (2000) International guidelines for test use. http://www.intestcom.org. Accessed 12 June 2011

  • International Test Commission (2010) International test commission guidelines for translating and adapting tests. http://www.intestcom.org. Accessed 26 June 2011

  • Jinabhai CC, Taylor M, Rangongo MF, Mkhize NJ, Anderson S, Pillay BJ et al (2004) Investigating the mental abilities of rural Zulu primary school children in South Africa. Ethn Health 9:17–36

    Article  CAS  PubMed  Google Scholar 

  • Kahn M (2004) For whom the bell tolls: disparities in performance in senior certificate mathematics and physical science. Perspect Educ 22:149–156

    Google Scholar 

  • Kanjee A (2005) Cross-cultural test adaptation and translation. In: Foxcroft C, Roodt G (eds) An introduction to psychological assessment in the South African context, 2nd edn. Oxford University Press, Cape Town, pp 57–66

    Google Scholar 

  • Kaufman J, Birmaher B, Brent D, Rao U, Ryan, N (1996) The schedule for affective disorders and schizophrenia for school aged children (6–18 years) Lifetime version. http://www.wpic.pitt.edu/ksads. Accessed 20 June 2011

  • Lafayette Instrument Company (2003) Grooved Pegboard user’s manual. Lafayette Instrument Company, Indiana

    Google Scholar 

  • Lezak MD, Howieson D, Loring D (2004) Neuropsychological assessment, 4th edn. Oxford University Press, New York

    Google Scholar 

  • Llorente AM, Williams J, Satz P, D’Elia LF (2003) Children’s color trails test: professional manual. Psychological Assessment Resources, Odessa

    Google Scholar 

  • Luna B (2009) Developmental changes in cognitive control through adolescence. Adv Child Dev Behav 37:233–278

    Article  PubMed Central  PubMed  Google Scholar 

  • Maj M, Janssen R, Satz P, Zaudig M, Starace F, Boor D et al (1991) The World Health Organization’s cross-cultural study on neuropsychiatric aspects of infection with the human immunodeficiency virus 1 (HIV-1). Preparation and pilot phase. Br J Psychiatry 159:351–356

    Article  CAS  PubMed  Google Scholar 

  • Maj M, D’Elia L, Satz P, Janssen R, Zaudig M, Uchimaya C et al (1993) Evaluation of two new neuropsychological tests designed to minimize cultural bias in the asssessment of HIV-1 seropositive persons: a WHO study. Arch Clin Neuropsychol 8:123–135

    Article  CAS  PubMed  Google Scholar 

  • Manly JJ (2005) Advantages and disadvantages of separate norms for African Americans. Clin Neuropsychol 19:270–275

    Article  PubMed  Google Scholar 

  • Manly JJ (2006) Deconstructing race and ethnicity: implications for measurement of health outcomes. Med Care 44(11 Suppl 3):S10–S16

    Article  PubMed  Google Scholar 

  • Manly JJ (2008) Critical issues in cultural neuropsychology: profit from diversity. Neuropsychol Rev 18:179–183

    Article  PubMed Central  PubMed  Google Scholar 

  • Manly JJ, Echemendia RJ (2007) Race-specific norms: using the model of hypertension to understand issues of race, culture, and education in neuropsychology. Arch Clin Neuropsychol 22:319–325

    Article  PubMed  Google Scholar 

  • Manly JJ, Jacobs DM, Touradji P, Small SA, Stern Y (2002) Reading level attenuates differences in neuropsychological test performance between African American and White elders. J Int Neuropsychol Soc 8:341–348

    Article  PubMed  Google Scholar 

  • Manly JJ, Byrd DA, Touradji P, Stern Y (2004) Acculturation, reading level, and neuropsychological test performance among African American elders. Appl Neuropsychol 11:37–46

    Article  PubMed  Google Scholar 

  • Martin M, Allan A, Allan MM (2001) The use of psychological tests by Australian psychologists who do assessments for the courts. Aust J Psychol 53:77–82

    Article  Google Scholar 

  • Matthews CG, Klove K (1964) Instruction manual for the adult neuropsychology test battery. University of Wisconsin Medical School, Madison

    Google Scholar 

  • May PA, Gossage JP, Marais A-S, Adnams CM, Hoyme HE, Jones KL et al (2007) The epidemiology of fetal alcohol syndrome and partial FAS in a South African community. Drug Alcohol Depend 88:259–271

    Article  PubMed Central  PubMed  Google Scholar 

  • Mitrushina M, Boone KB, Razani J, D’Elia LF (2005) Handbook of normative data for neuropsychological assessment, 2nd edn. Oxford University Press, New York

    Google Scholar 

  • Mok N, Tsang L, Lee TM, Llorente AM (2008) The impact of language on the equivalence of trail making tests: findings from three pediatric cohorts with different language dominance. Appl Neuropsychol 15:123–130

    Article  PubMed  Google Scholar 

  • Molteno C (1985) The relationship between growth, development and social milieu. A longitudinal study involving preschool coloured children in Cape Town. University of Cape Town, Cape Town

    Google Scholar 

  • Motala S (2006) Education resourcing in post-apartheid South Africa: the impact of finance equity reforms in public schooling. Perspect Educ 24:79–93

    Google Scholar 

  • Nell V (2000) Cross-cultural neuropsychological assessment: theory and practice. Erlbaum, New Jersey

    Google Scholar 

  • O’Gorman M (2007) Educational disparity and racial earnings inequality. University of Toronto, Toronto

    Google Scholar 

  • Olness K (2003) Effects on brain development leading to cognitive impairment: a worldwide epidemic. J Dev Behav Pediatr 24:120–130

    Article  PubMed  Google Scholar 

  • Ostrosky-Solis F, Canseco E, Quintanar L, Navarro E, Meneses S, Ardila A (1985) Sociocultural effects in neuropsychological assessment. Int J Neurosci 27:53–66

    Article  CAS  PubMed  Google Scholar 

  • Ponton MO, Satz P, Herrera L, Ortiz F, Urrutia CP, Young R et al (1996) Normative data stratified by age and education for the Neuropsychological Screening Battery for Hispanics (NeSBHIS): initial report. J Int Neuropsychol Soc 2:96–104

    Article  CAS  PubMed  Google Scholar 

  • Rosin J, Levett A (1989) The trail making test: performance in a non-clinical sample of children aged 10 to 15 years. SAJP 19:14–19

    Google Scholar 

  • Rosselli M, Ardila A (2003) The impact of culture and education on non-verbal neuropsychological measurements: a critical review. Brain Cogn 52:326–333

    Article  PubMed  Google Scholar 

  • Rosselli M, Ardila A, Bateman JR, Guzman M (2001) Neuropsychological test scores, academic performance, and developmental disorders in Spanish-speaking children. Dev Neuropsychol 20:355–373

    Article  CAS  PubMed  Google Scholar 

  • Rosselli M, Tappen R, Williams C, Salvatierra J, Zoller Y (2009) Level of education and category fluency task among Spanish speaking elders: number of words, clustering, and switching strategies. Neuropsychol Dev Cogn B Aging Neuropsychol Cogn 16:721–744

    Article  PubMed  Google Scholar 

  • Ruff RM, Parker SB (1993) Gender- and age-specific changes in motor speed and eye-hand coordination in adults: normative values for the Finger Tapping and Grooved Pegboard Tests. Percept Mot Skills 76(3 Pt 2):1219–1230

    Article  CAS  PubMed  Google Scholar 

  • Ruffieux N, Njamnshi AK, Mayer E, Sztajzel R, Eta SC, Doh RF et al (2010) Neuropsychology in Cameroon: first normative data for cognitive tests among school-aged children. Child Neuropsychol 16:1–19

    Article  CAS  PubMed  Google Scholar 

  • Rushton JP, Skuy M (2000) Performance on Raven’s Matrices by African and White university students in South Africa. Intelligence 28:251–265

    Article  Google Scholar 

  • Rushton JP, Skuy M, Bons TA (2004) Construct validity of Raven’s advanced matrices for African and Non-African engineering students in South Africa. Int J Select Assess 12:10

    Article  Google Scholar 

  • Shaw P, Greenstein D, Lerch J, Clasen L, Lenroot R, Gogtay N et al (2006) Intellectual ability and cortical development in children and adolescents. Nature 440:676–679

    Article  CAS  PubMed  Google Scholar 

  • Shuttleworth-Edwards AB, Donnelly MJ, Reid I, Radloff SE (2004a) A cross-cultural study with culture fair normative indications on WAIS-III digit symbol-incidental learning. J Clin Exp Neuropsychol 26:921–932

    Article  PubMed  Google Scholar 

  • Shuttleworth-Edwards AB, Kemp RD, Rust AL, Muirhead JG, Hartman NP, Radloff SE (2004b) Cross-cultural effects on IQ test performance: a review and preliminary normative indications on WAIS-III test performance. J Clin Exp Neuropsychol 26:903–920

    Article  PubMed  Google Scholar 

  • Shuttleworth-Jordan AB (1996) On not reinventing the wheel: a clinical perspective on culturally relevant test usage in South Africa. SAJP 26:96–102

    Google Scholar 

  • Shuttleworth-Jordan AB (1997) Age and education effects on brain-damaged subjects: ‘negative’ findings revisited. Clin Neuropsychol 11:205–209

    Article  Google Scholar 

  • Skuy M, Taylor M, O’Carroll S, Fridjhon P, Rosenthal L (2000) Performance of black and white South African children on the Wechsler intelligence scale for children–revised and the Kaufman assessment battery. Psychol Rep 86:727–737

    Article  CAS  PubMed  Google Scholar 

  • Skuy M, Schutte E, Fridjhon P, O’Carroll S (2001) Suitability of published neuropsychological test norms for urban African secondary school students in South Africa. Pers Ind Diff 30:1413–1425

    Article  Google Scholar 

  • Skuy M, Gewer A, Osrin Y, Khunou D, Fridjhon P, Rushton JP (2002) Effects of mediated learning experience on Raven’s matrices scores of African and non-African university students in South Africa. Intelligence 30:221–232

    Article  Google Scholar 

  • Snodgrass JG, Vanderwart M (1980) A standardized set of 260 pictures: norms for name agreement, familiarity and visual complexity. J Exp Psychol Hum Learn 6:174–215

    Article  CAS  PubMed  Google Scholar 

  • Sonn B, Collett K (2010) Community development through early literacy: 1: engaging with schools, families and communities. Paper presented at the The 21st biennial international congress of the International Society for the Study of Behavioural Development

  • Sowell ER, Thompson PM, Toga AW (2004) Mapping changes in the human cortex throughout the span of life. Neuroscientist 10:372–392

    Article  PubMed  Google Scholar 

  • Statistics South Africa (2007) Community survey, revised version. www.statssa.gov.za. Accessed 20 June 2011

  • Strauss E, Sherman EMS, Spreen O (2006) A compendium of neuropsychological tests: administration, norms, and commentary, 3rd edn. Oxford University Press, Oxford

    Google Scholar 

  • Thompson LL, Heaton KR, Matthews CG, Grant I (1987) Comparison of preferred and nonpreferred hand performance on four neuropsychological motor tasks. Clin Neuropsychol 1:324–334

    Article  Google Scholar 

  • Touradj P, Manly JJ, Jacobs DM, Stern Y (2001) Neuropsychological test performance: a study of non-Hispanic White elderly. J Clin Exp Neuropsychol 23:643–649

    Article  CAS  PubMed  Google Scholar 

  • Trites RL (1977) Neuropsychological test manual. Royal Ottawa Hospital, Ottawa

    Google Scholar 

  • Vakil E, Blachstein H, Sheinman M (1998) Rey AVLT: developmental norms for children and the sensitivity of different memory measures to age. Child Neuropsychol 4:161–177

    Article  Google Scholar 

  • van der Berg S (2002) Education, poverty and inequality in South Africa. Paper presented at the Conference for Economic Growth and Poverty in Africa

  • van der Berg S (2011) Apartheid’s enduring legacy: inequalities in education. J Afr Econ 16:849–880

    Article  Google Scholar 

  • van der Berg S, Burger O (2003) Education and socio-economic differentials: a study of school performance in the Western Cape. S Afr J Econ 71:496–522

    Article  Google Scholar 

  • Western Cape Education Department (2010) WCED homepage. www.wced.wcape.gov.sa. Accessed 28 May 2011

  • WHO (2010) World health statistics 2010. Geneva, Switzerland

  • Williams J, Rickert V, Hogan J, Zolten AJ, Satz P, D’Elia LF et al (1995) Children’s color trails. Arch Clin Neuropsychol 10:211–223

    Article  CAS  PubMed  Google Scholar 

  • Williams SL, Williams DR, Stein DJ, Seedat S, Jackson PB, Moomal H (2007) Multiple traumatic events and psychological distress: the South Africa stress and health study. J Trauma Stress 20:845–855

    Article  PubMed Central  PubMed  Google Scholar 

  • Wong TM (2006) Ethical controversies in neuropsychological test selection, administration, and interpretation. Appl Neuropsychol 13:68–76

    Article  PubMed  Google Scholar 

  • Wong TM, Fujii DE (2004) Neuropsychological assessment of Asian Americans: demographic factors, cultural diversity, and practical guidelines. Appl Neuropsychol 11:23–36

    Article  PubMed  Google Scholar 

  • World Medical Association (2008) Declaration of Helsinki: ethical principles for medical research involving human subjects. Paper presented at the 59th WMA General Assembly, Seoul

  • Yurgelun-Todd D (2007) Emotional and cognitive changes during adolescence. Curr Opin Neurobiol 17:251–257

    Article  CAS  PubMed  Google Scholar 

Download references

Acknowledgement

This study was supported by the National Institutes of Health (NIH Grant Number 5RO1AA016303-04). The authors do not have any conflicts of interest that might be interpreted as influencing the research.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Natalie L. Cuzen.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Ferrett, H.L., Thomas, K.G.F., Tapert, S.F. et al. The cross-cultural utility of foreign- and locally-derived normative data for three WHO-endorsed neuropsychological tests for South African adolescents. Metab Brain Dis 29, 395–408 (2014). https://doi.org/10.1007/s11011-014-9495-6

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11011-014-9495-6

Keywords

Navigation