Skip to main content
Log in

Can SMART Training Really Increase Intelligence? A Replication Study

  • Original Paper
  • Published:
Journal of Behavioral Education Aims and scope Submit manuscript

Abstract

A burgeoning research stream supports the efficacy of a novel behavior-analytic intervention, known as SMART training, in raising general intelligence by training a set of crucial cognitive skills, referred to as relational skills. A sample of Irish secondary school students (n = 26) was divided into two IQ matched groups, with the experimental group receiving 12 weeks of SMART training delivered in bi-weekly 45-min sessions. WASI IQ assessments were administered at baseline and follow-up to all participants by blind testers. For each of the three WASI IQ indices and the four IQ subtests, significant follow-up rises were found for the experimental group only. Analyses of variance indicated a significant effect of training on Verbal IQ, Matrix Reasoning and Vocabulary scores. Results lend further support for the efficacy of the SMART training program in enhancing intellectual skills.

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
Fig. 2

Similar content being viewed by others

References

  • Aberg, M. A., Pedersen, N. L., Toren, K., Svartengren, M., Backstrand, B., Johnsson, T., et al. (2009). Cardiovascular fitness is associated with cognition in young adulthood. Proceedings of the National Academy of Sciences USA, 106, 20906–20911. https://doi.org/10.1073/pnas.0905307106.

    Article  Google Scholar 

  • Ackerman, P. L., Beier, M. E., & Boyle, M. O. (2005). Working memory and intelligence: The same or different constructs? Psychological Bulletin, 131(1), 30–60. https://doi.org/10.1037/0033-2909.131.1.30.

    Article  PubMed  Google Scholar 

  • Ali, A., Ambler, G., Strydom, A., Rai, D., Cooper, C., McManus, S., et al. (2012). The relationship between happiness and intelligent quotient: The contribution of socio-economic and clinical factors. Psychological Medicine, 43(06), 1303–1312. https://doi.org/10.1017/S0033291712002139.

    Article  PubMed  Google Scholar 

  • Amd, M., & Roche, B. (2018). Assessing the effects of a relational training intervention on fluid intelligence among a sample of socially disadvantaged children in Bangladesh. The Psychological Record, 68(2), 141–149.

    Article  Google Scholar 

  • Andrews, G., & Halford, G. S. (1998). Children’s ability to make transitive inferences: The importance of premise integration and structural complexity. Cognitive Development, 13, 479–513. https://doi.org/10.1016/S0885-2014(98)90004-1.

    Article  Google Scholar 

  • Au, J., Sheehan, E., Tsai, N., Duncan, G. J., Buschkuehl, M., & Jaeggi, S. M. (2015). Improving fluid intelligence with training on working memory: A meta-analysis. Psychonomic Bulletin & Review, 22(2), 366–377. https://doi.org/10.3758/s13423-014-0699-x.

    Article  Google Scholar 

  • Barnes-Holmes, Y., Barnes-Holmes, D., Roche, B., & Smeets, P. (2001). The development of self and perspective-taking: A relational frame analysis. Behavioral Development Bulletin, 10(1), 42–45. https://doi.org/10.1037/h0100482.

    Article  Google Scholar 

  • Barnes-Holmes, Y., Barnes-Holmes, D., & Smeets, P. M. (2004). Establishing relational responding in accordance with opposite as generalized operant behavior in young children. International Journal of Psychology and Psychological Therapy, 4, 559–586.

    Google Scholar 

  • Barnes-Holmes, D., Barnes-Holmes, Y., Stewart, I., & Boles, S. (2010). A sketch of the implicit relational assessment procedure (IRAP) and the relational elaboration and coherence (REC) model. Psychological Record, 60, 527–542. https://doi.org/10.1007/BF03395726.

    Article  Google Scholar 

  • Basak, C., Boot, W. R., Voss, M., & Kramer, A. F. (2008). Can training in a real-time strategy videogame attenuate cognitive decline in older adults? Psychology and Aging, 23, 765–777.

    Article  Google Scholar 

  • Bennett, G., Seashore, H., & Wesman, A. (1990). Manual for the differential aptitude tests. San Antonio: Psychological Corporation.

    Google Scholar 

  • Berens, N., & Hayes, S. (2007). Arbitrarily applicable comparative relations: Experimental evidence for a relational operant. Journal of Applied Behaviour Analysis, 40(1), 45–71. https://doi.org/10.1901/jaba.2007.7-06.

    Article  Google Scholar 

  • Buschkuehl, M., & Jaeggi, S. M. (2010). Improving intelligence: A literature review. Swiss Medical Weekly, 140(19–20), 266–272.

    PubMed  Google Scholar 

  • Buschkuehl, M., Jaeggi, S., Hutchison, S., Perrig-Chiello, P., Däpp, C., Müller, M., et al. (2008). Impact of working memory training on memory performance in old-old adults. Psychology and Aging, 23(4), 743–753. https://doi.org/10.1037/a0014342.

    Article  PubMed  Google Scholar 

  • Cassidy, S., Roche, B., Colbert, D., Stewart, I., & Grey, I. (2016). A relational frame skills training intervention to increase general intelligence and scholastic aptitude. Learning and Individual Differences, 47, 222–235. https://doi.org/10.1016/j.lindif.2016.03.001.

    Article  Google Scholar 

  • Cassidy, S., Roche, B., & Hayes, S. C. (2011). A relational frame training intervention to raise Intelligence Quotients: A pilot study. The Psychological Record, 61, 173–198. https://doi.org/10.1007/BF03395755.

    Article  Google Scholar 

  • Cassidy, S., Roche, B., & O’Hora, D. (2010). Relational frame theory and human intelligence. European Journal of Behavior Analysis, 11, 37–51.

    Article  Google Scholar 

  • Cattell, R. (1971). Abilities. Boston: Houghton Mifflin.

    Google Scholar 

  • Chooi, W. T., & Thompson, L. A. (2012). Working memory training does not improve intelligence in healthy young adults. Intelligence, 40(6), 531–542. https://doi.org/10.1016/j.intell.2012.07.004.

    Article  Google Scholar 

  • Coe, D. P., Pivarnik, J. M., Womack, C. J., Reeves, M. J., & Malina, R. M. (2006). Effect of physical education and activity levels on academic achievement in children. Medicine and Science in Sports and Exercise, 38, 1515–1519. https://doi.org/10.1249/01.mss.0000227537.13175.1b.

    Article  PubMed  Google Scholar 

  • Cohen, H., Amerine-Dickens, M., & Smith, T. (2006). Early intensive behavioral treatment. Journal of Developmental and Behavioral Pediatrics, 27(Supplement 2), S145–S155. https://doi.org/10.1097/00004703-200604002-00013.

    Article  PubMed  Google Scholar 

  • Colbert, D., Dobutowitsch, M., Roche, B., & Brophy, C. (2017). The proxy-measurement of intelligence quotients using a relational skills abilities index. Learning and Individual Differences. https://doi.org/10.1016/j.lindif.2017.03.010.

    Article  Google Scholar 

  • Colom, R., Abad, F. J., Quiroga, M. Á., Shih, P. C., & Flores-Mendoza, C. (2008). Working memory and intelligence are highly related constructs, but why? Intelligence, 36(6), 584–606. https://doi.org/10.1016/j.intell.2008.01.002.

    Article  Google Scholar 

  • Colom, R., Roman, F. J., Abad, F. J., Shih, P. C., Privado, J., Froufe, M., et al. (2013). Adaptive n-back training does not improve fluid intelligence at the construct level: Gains on individual tests suggest that training may enhance visuospatial processing. Intelligence, 41, 712–727. https://doi.org/10.1016/j.tins.2007.06.011.

    Article  Google Scholar 

  • Cotman, C. W., Berchtold, N. C., & Christie, L. A. (2007). Exercise builds brain health: Key roles of growth factor cascades and inflammation. Trends in Neuroscience, 30, 464–472. https://doi.org/10.1016/j.tins.2007.06.011.

    Article  Google Scholar 

  • Crandall, C. S., & Sherman, J. W. (2016). On the scientific superiority of conceptual replications for scientific progress. Journal of Experimental Social Psychology, 66, 93–99. https://doi.org/10.1016/j.jesp.2015.10.002.

    Article  Google Scholar 

  • Davis, C., Tomporowski, P., Boyle, C., Waller, J., Miller, P., Naglieri, J., et al. (2007). Effects of aerobic exercise on overweight children’s cognitive functioning: A randomized controlled trial. Research Quarterly for Exercise and Sport, 78(5), 510–519.

    PubMed  PubMed Central  Google Scholar 

  • Deary, I. J., Strand, S., Smith, P., & Fernandes, C. (2007). Intelligence and educational achievement. Intelligence, 35, 13–21. https://doi.org/10.1016/j.intell.2006.02.001.

    Article  Google Scholar 

  • Dixon, M., Whiting, S., Rowsey, K., & Belisly, J. (2014). Assessing the relationship between intelligence and the PEAK relational training system. Research In Autism Spectrum Disorders, 8(9), 1208–1213. https://doi.org/10.1016/j.rasd.2014.05.005.

    Article  Google Scholar 

  • Dymond, S., & Roche, B. (2013). Advances in relational frame theory. Oakland, CA: Context Press.

    Google Scholar 

  • Educational Research Centre. (2006). Drumcondra primary mathematics test—revised. Levels 3–6 administration manual and technical manual. Dublin, OH: Educational Research Centre, St Patrick’s College.

    Google Scholar 

  • Educational Research Centre. (2007). Drumcondra primary reading test—revised. Levels 3–6 administration manual and technical manual. Dublin, OH: Educational Research Centre, St Patrick’s College.

    Google Scholar 

  • Eikeseth, S., Smith, T., Jahr, E., & Eldevik, S. (2002). Intensive behavioral treatment at school for 4- to 7-year-old children with autism: A 1-year comparison controlled study. Behavior Modification, 26(1), 49–68. https://doi.org/10.1177/0145445502026001004.

    Article  PubMed  Google Scholar 

  • Elliott, R., Sahakian, B. J., Matthews, K., Bannerjea, A., Rimmer, J., & Robbins, T. W. (1997). Effects of methylphenidate on spatial working memory and planning in healthy young adults. Psychopharmacology (Berl), 131, 196–206. https://doi.org/10.1007/s002130050284.

    Article  Google Scholar 

  • Gentner, D., & Loewenstein, J. (2002). Relational language and relational thought. In J. Byrnes & E. Amsel (Eds.), Language, literacy, and cognitive development (pp. 87–120). Mahwah: LEA.

    Google Scholar 

  • Gomez, S., Lopez, F., Martin, C. B., Barnes-Holmes, Y., & Barnes-Holmes, D. (2007). Exemplar training and a derived transformation of functions in accordance with symmetry and equivalence. The Psychological Record, 57, 273–293. https://doi.org/10.1007/BF03395577.

    Article  Google Scholar 

  • Gore, N. J., Barnes-Holmes, Y., & Murphy, G. (2010). The relationship between intellectual functioning and relational perspective-taking. International Journal of Psychology & Psychological Therapy, 10, 1–17.

    Google Scholar 

  • Halford, G., Wilson, W., & Phillips, S. (2010). Relational knowledge: The foundation of higher cognition. Trends in Cognitive Sciences, 14(11), 497–505. https://doi.org/10.1016/j.tics.2010.08.005.

    Article  PubMed  Google Scholar 

  • Hayes, S. C. (1991). A relational control theory of stimulus equivalence. In L. J. Hayes & P. N. Chase (Eds.), Dialogues on verbal behavior (pp. 19–40). Reno, NV: Context Press.

    Google Scholar 

  • Hayes, S. (1994). Behavior analysis of language and cognition. Reno, NV: Context Press.

    Google Scholar 

  • Hayes, S., Barnes-Holmes, D., & Roche, B. (2001). Relational frame theory. New York: Kluwer Academic/Plenum Publishers. https://doi.org/10.1007/b108413.

    Book  Google Scholar 

  • Hayes, S., Barnes-Holmes, D., & Wilson, K. (2012). Contextual behavioral science: Creating a science more adequate to the challenge of the human condition. Journal of Contextual Behavioral Science, 1(1–2), 1–16. https://doi.org/10.1016/j.jcbs.2012.09.004.

    Article  Google Scholar 

  • Hayes, J., & Stewart, I. (2016). Comparing the effects of derived relational training and computer coding on intellectual potential in school-age children. British Journal of Educational Psychology, 86, 397–411. https://doi.org/10.1111/bjep.12114.

    Article  PubMed  Google Scholar 

  • Hossiep, R., Hasella, M., & Turck, D. (1999). BOMAT—advanced. Göttingen [u.a.]: Hogrefe, Verl. für Psychologie.

    Google Scholar 

  • Hunter, J. E. (1983). A causal analysis of cognitive ability, job knowledge, job performance, and supervisor ratings. In F. Landy, S. Zedeck, & J. Cleveland (Eds.), Performance measurement theory (pp. 257–266). Hillsdale, NJ: Erlbaum.

    Google Scholar 

  • Hunter, J. E., & Schmidt, F. L. (1996). Intelligence and job performance: Economic and social implications. Psychology, Public Policy, and Law, 2, 447–472. https://doi.org/10.1037/1076-8971.2.3-4.447.

    Article  Google Scholar 

  • Jaeggi, S., Buschkuehl, M., Jonides, J., & Perrig, W. (2008). Improving fluid intelligence with training on working memory. Proceedings of the National Academy of Sciences, 105(19), 6829–6833. https://doi.org/10.1073/pnas.0801268105.

    Article  Google Scholar 

  • Jaeggi, S. M., Buschkuehl, M., Jonides, J., & Shah, P. (2011). Short- and long-term benefits of cognitive training. Proceedings of the National Academy of Sciences of the United States of America, 108(25), 10081–10086. https://doi.org/10.1073/pnas.1103228108.

    Article  PubMed  PubMed Central  Google Scholar 

  • Kane, M., Hambrick, D., & Conway, A. (2005). Working memory capacity and fluid intelligence are strongly related constructs: Comment on Ackerman, Beier, and Boyle (2005). Psychological Bulletin, 131(1), 66–71.

    Article  Google Scholar 

  • Kimberg, D., DʼEsposito, M., & Farah, M. (1997). Effects of bromocriptine on human subjects depend on working memory capacity. NeuroReport, 8(16), 3581–3585. https://doi.org/10.1097/00001756-199711100-00032.

    Article  PubMed  Google Scholar 

  • Klingberg, T., Fernell, E., Olesen, P., Johnson, M., Gustafsson, P., Dahlstrıˆm, K., et al. (2005). Computerized training of working memory in children with ADHD—A randomized, controlled trial. Journal of the American Academy of Child and Adolescent Psychiatry, 44(2), 177–186.

    Article  Google Scholar 

  • Klingberg, T., Forssberg, H., & Westerberg, H. (2002). Training of working memory in children with ADHD. Journal of Clinical Experimental Neuropsychology, 24, 781–791. https://doi.org/10.1076/jcen.24.6.781.8395.

    Article  PubMed  Google Scholar 

  • Lampit, A., Hallock, H., & Valenzuela, M. J. (2014). Computerized cognitive training in cognitively healthy older adults: A systematic review and meta-analysis of effect modifiers. PLoS Medicine, 11(11), e1001756. https://doi.org/10.1371/journal.pmed.1001756.

    Article  PubMed  PubMed Central  Google Scholar 

  • Lawlor-Savage, L., & Goghari, V. (2016). Dual N-back working memory training in healthy adults: A randomized comparison to processing speed training. PLoS ONE, 11(4), e0151817.

    Article  Google Scholar 

  • Lezak, M. D. (1995). Neuropsychological assessment (3rd ed.). New York: Oxford University Press.

    Google Scholar 

  • Lovaas, O. (1987). Behavioral treatment and normal educational and intellectual functioning in young autistic children. Journal of Consulting and Clinical Psychology, 55, 3–9. https://doi.org/10.1037/0022-006X.55.1.3.

    Article  PubMed  Google Scholar 

  • Luciano, C., Becerra, I., & Valverde, M. (2007). The role of multiple-exemplar training and naming in establishing derived equivalence in an infant. Journal of the Experimental Analysis of Behavior, 87(3), 349–365. https://doi.org/10.1901/jeab.2007.08-06.

    Article  PubMed  PubMed Central  Google Scholar 

  • Lynn, R., & Vanhanen, T. (2005). Does IQ influence the wealth of nations? Psyccritiques. https://doi.org/10.1037/041316.

    Article  Google Scholar 

  • Mackintosh, N. J. (1998). IQ and human intelligence. Oxford, UK: Oxford University Press.

    Google Scholar 

  • Marr, M. (2015). Mathematics as verbal behavior. Behavioural Processes, 113, 75–80. https://doi.org/10.1016/j.beproc.2015.01.005.

    Article  PubMed  Google Scholar 

  • McHugh, L., Barnes-Holmes, Y., & Barnes-Holmes, D. (2004). Perspective-taking as relational responding: A developmental profile. The Psychological Record, 54, 115–144. https://doi.org/10.1007/BF03395465.

    Article  Google Scholar 

  • McKeel, A. N., Dixon, M. R., Daar, J. H., Rowsey, K. E., & Szekely, S. (2015). Evaluating the efficacy of the PEAK relational training system using a randomized controlled trial of children with autism. Journal of Behavioral Education, 24, 230–241. https://doi.org/10.1007/s10864-015-9219-y.

    Article  Google Scholar 

  • Melby-Lervåg, M., Redick, T., & Hulme, C. (2016). Working memory training does not improve performance on measures of intelligence or other measures of “far transfer”. Perspectives on Psychological Science, 11(4), 512–534.

    Article  Google Scholar 

  • Moody, D. (2009). Can intelligence be increased by training on a task of working memory? Intelligence, 37(4), 327–328. https://doi.org/10.1016/j.intell.2009.04.005.

    Article  Google Scholar 

  • Moran, L., Stewart, I., McElwee, J., & Ming, S. (2010). Brief report: The training and assessment of relational precursors and abilities (TARPA): A preliminary analysis. Journal of Autism and Developmental Disorders, 40(9), 1149–1153. https://doi.org/10.1007/s10803-010-0968-0.

    Article  PubMed  Google Scholar 

  • Neisser, U., Boodoo, G., Bouchard, T., Boykin, A., Brody, N., Ceci, S., et al. (1996). Intelligence: Knowns and unknowns. American Psychologist, 51(2), 77–101. https://doi.org/10.1037/0003-066X.51.2.77.

    Article  Google Scholar 

  • Nelson, H. (1982). National adult reading test (NART): Test manual. Windsor: Nfer-Nelson.

    Google Scholar 

  • O’Connor, J., Rafferty, A., Barnes-Holmes, D., & Barnes-Holmes, Y. (2009). The role of verbal behavior, stimulus nameability, and familiarity on the equivalence performances of autistic and normally developing children. The Psychological Record, 59, 53–74. https://doi.org/10.1007/BF03395649.

    Article  Google Scholar 

  • O’Hora, D., Pelaez, M., & Banres-Holmes, D. (2005). Derived relational responding and performance on verbal subtests of the WAIS-III. The Psychological Record, 55, 155–175. https://doi.org/10.1007/BF03395504.

    Article  Google Scholar 

  • O’Hora, D., Pelaez, M., Barnes-Holmes, D., Rae, G., Robinson, T., & Chaudhary, T. (2008). Temporal relations and intelligence: Correlating relational performance with performance on the WAIS-III. The Psychological Record, 58, 569–583. https://doi.org/10.1007/BF03395638.

    Article  Google Scholar 

  • O’Toole, C., Barnes-Holmes, D., Murphy, C., O’Connor, J., & Barnes-Holmes, Y. (2009). Relational flexibility and intelligence: Extending the remit of Skinner’s Verbal Behavior. International Journal of Psychology and Psychological Therapy, 9, 1–17.

    Google Scholar 

  • Owen, A. M., Hampshire, A., Grahn, J. A., Stenton, R., Dajani, S., Burns, A. S., et al. (2010). Putting brain training to the test. Nature, 465, 775–778. https://doi.org/10.1038/nature09042.

    Article  PubMed  PubMed Central  Google Scholar 

  • Rae, C., Digney, A., McEwan, S., & Bates, T. (2003). Oral creatine monohydrate supplementation improves brain performance: A double-blind, placebo-controlled, cross-over trial. Proceedings of The Royal Society B: Biological Sciences, 270(1529), 2147–2150. https://doi.org/10.1098/rspb.2003.2492.

    Article  PubMed  Google Scholar 

  • Rapport, M. D., Orban, S. A., Kofler, M. J., & Friedman, L. M. (2013). Do programs designed to train working memory, other executive functions, and attention benefit children with ADHD? A meta-analytic review of cognitive, academic, and behavioral outcomes. Clinical Psychology Review, 33, 1237–1252.

    Article  Google Scholar 

  • Raven, J. (1981). Manual for Raven’s progressive matrices and vocabulary scales. Oxford: Oxford Psychologists Press.

    Google Scholar 

  • Raven, J. C. (1990). Advanced progressive matrices: Sets I, II. Oxford: Oxford University Press.

    Google Scholar 

  • Redick, T. (2015). Working memory training and interpreting interactions in intelligence interventions. Intelligence, 50, 14–20. https://doi.org/10.1016/j.intell.2015.01.014.

    Article  Google Scholar 

  • Redick, T. S., Shipstead, Z., Harrison, T. L., Hicks, K. L., Fried, D. E., Hambrick, D. Z., et al. (2013). No evidence of intelligence improvement after working memory training: A randomized, placebo-controlled study. Journal of Experimental Psychology: General, 142(2), 359–379.

    Article  Google Scholar 

  • Ree, M., & Earles, J. (1992). Intelligence is the best predictor of job performance. Current Directions in Psychological Science, 1(3), 86–89. https://doi.org/10.1111/1467-8721.ep10768746.

    Article  Google Scholar 

  • Remington, B., Hastings, R., Kovshoff, H., degli Espinosa, F., Jahr, E., Brown, T., et al. (2007). Early intensive behavioral intervention: Outcomes for children with autism and their parents after two years. American Journal on Mental Retardation, 112(6), 418. https://doi.org/10.1352/0895-8017(2007)112%5B418:EIBIOF%5D2.0.CO;2.

    Article  PubMed  Google Scholar 

  • Rey, A. (1958). L’examen clinique en psychologie. Paris: Presses Universitaire de France.

    Google Scholar 

  • Rowsey, K., Belisle, J., & Dixon, M. (2014). Principal component analysis of the PEAK relational training system. Journal of Developmental and Physical Disabilities, 27(1), 15–23. https://doi.org/10.1007/s10882-014-9398-9.

    Article  Google Scholar 

  • Rueda, M. R., Fan, J., McCandliss, B. D., Halparin, J. D., Gruber, D. B., Lercari, L. P., et al. (2004). Development of attentional networks in childhood. Neuropsychologia, 42, 1029–1040. https://doi.org/10.1016/j.neuropsychologia.2003.12.012.

    Article  PubMed  Google Scholar 

  • Schulz, K. F., Chalmers, I., Hayes, R. J., & Altman, D. G. (1995). Empirical evidence of bias. Dimensions of methodological quality associated with estimates of treatment effects in controlled trials. Journal of the American Medical Association, 273(5), 408–412.

    Article  Google Scholar 

  • Shephard, R. J., Volle, M., Lavallee, H., LaBarre, R., Jequier, J. C., & Rajic, M. (1984). Required physical activity and academic grades: A controlled longitudinal study. In I. Valimaki (Ed.), Children and sport (pp. 58–63). Berlin: Springer. https://doi.org/10.1007/978-3-642-69465-3_8.

    Chapter  Google Scholar 

  • Shipstead, Z., Redick, T. S., & Engle, R. W. (2012). Is working memory training effective? Psychological Bulletin, 138(4), 628–654. https://doi.org/10.1037/a0027473.

    Article  PubMed  Google Scholar 

  • Sidman, M. (1994). Equivalence relations and behavior. Boston, MA: Authors Cooperative.

    Google Scholar 

  • Stewart, I., & Roche, B. (2013). Relational frame theory: An overview. In S. Dymond & B. Roche (Eds.), Advances in relational frame theory & contextual behavioral science: Research & application (pp. 124–147). Oakland, CA: New Harbinger Press.

    Google Scholar 

  • Stewart, I., Tarbox, J., Roche, B., & O’Hora, D. (2013). Education, intellectual development, and relational frame theory. In S. Dymond & B. Roche (Eds.), Advances in relational frame theory: Research & application (pp. 178–198). Oakland, CA: New Harbinger.

    Google Scholar 

  • Taylor, E. M. (1959). The appraisal of children with cerebral deficits. Cambridge, MA: Harvard University Press.

    Book  Google Scholar 

  • Thirus, J., Starbrink, M., & Jansson, B. (2016). Relational frame theory, mathematical and logical skills: A multiple exemplar training intervention to enhance intellectual performance. International Journal of Psychology & Psychological Therapy, 16(2), 141–155.

    Google Scholar 

  • Tranter, L. J., & Koutstaal, W. (2008). Age and flexible thinking: An experimental demonstration of the beneficial effects of increased cognitively stimulating activity on fluid intelligence in healthy older adults. Aging, Neuropsychology, and Cognition, 15(2), 184–207. https://doi.org/10.1080/13825580701322163.

    Article  Google Scholar 

  • Tuckman, B. W., & Hinkle, J. S. (1986). An experimental study of the physical and psychological effects of aerobic exercise on schoolchildren. Health Psychology, 5(3), 197–207. https://doi.org/10.1037/0278-6133.5.3.197.

    Article  PubMed  Google Scholar 

  • Watson, A., & Monroe, E. (1990). Academic achievement: A study of relationships of IQ, communication apprehension, and teacher perception. Communication Reports, 3, 28–36. https://doi.org/10.1080/08934219009367498.

    Article  Google Scholar 

  • Wechsler, D. (1949). Wechsler intelligence scale for children. New York, NY: Psychological Corporation.

    Google Scholar 

  • Wechsler, D. (1955). Wechsler adult intelligence scale manual. New York, NY: Psychological Corporation.

    Google Scholar 

  • Wechsler, D. (1974). Manual for the Wechsler intelligence scale for children-revised. New York: Psychological Corporation.

    Google Scholar 

  • Wechsler, D. (1981). Wechsler adult intelligence scale-revised manual. New York, NY: Psychological Corporation.

    Google Scholar 

  • Wechsler, D. (1991). Wechsler intelligence scale for children, third edition, manual. San Antonio, TX: Psychological Corporation.

    Google Scholar 

  • Wechsler, D. (1997). WAIS-III WMS-III technical manual. San Antonio, TX: The Psychological Corporation.

    Google Scholar 

  • Wechsler, D. (1999). Wechsler abbreviated scale of intelligence manual. San Antonio, TX: Psychological Corporation.

    Google Scholar 

  • Wechsler, D. (2003). Wechsler intelligence scale for children—4th Edition (WISC-IV ® ). San Antonio, TX: Harcourt Assessment.

    Google Scholar 

  • Wechsler, D. (2005). Echsler individual achievement test, 2nd edition (WIAT II). London: The Psychological Corporation.

    Google Scholar 

  • Wechsler, D. (2008). Wechsler adult intelligence scale, fourth edition technical manual. San Antonio, TX: Psychological Corporation.

    Google Scholar 

  • Zagorsky, J. (2007). Do you have to be smart to be rich? The impact of IQ on wealth, income and financial distress. Intelligence, 35(5), 489–501. https://doi.org/10.1016/j.intell.2007.02.003.

    Article  Google Scholar 

Download references

Acknowledgements

The authors would like to thank the teachers and pupils of Confey College Leixlip, Ireland, for their generosity in terms of facilitating this study.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Dylan Colbert.

Ethics declarations

Conflict of interest

Bryan Roche declares a conflict of interest in having a commercial involvement in the public website RaiseYourIQ.com which offers online SMART training.

Appendix 1

Appendix 1

figure a

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Colbert, D., Tyndall, I., Roche, B. et al. Can SMART Training Really Increase Intelligence? A Replication Study. J Behav Educ 27, 509–531 (2018). https://doi.org/10.1007/s10864-018-9302-2

Download citation

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10864-018-9302-2

Keywords

Navigation