Skip to main content
Top
Published in: BMC Pediatrics 1/2013

Open Access 01-12-2013 | Study protocol

Preventing academic difficulties in preterm children: a randomised controlled trial of an adaptive working memory training intervention – IMPRINT study

Authors: Leona Pascoe, Gehan Roberts, Lex W Doyle, Katherine J Lee, Deanne K Thompson, Marc L Seal, Elisha K Josev, Chiara Nosarti, Susan Gathercole, Peter J Anderson

Published in: BMC Pediatrics | Issue 1/2013

Login to get access

Abstract

Background

Very preterm children exhibit difficulties in working memory, a key cognitive ability vital to learning information and the development of academic skills. Previous research suggests that an adaptive working memory training intervention (Cogmed) may improve working memory and other cognitive and behavioural domains, although further randomised controlled trials employing long-term outcomes are needed, and with populations at risk for working memory deficits, such as children born preterm.
In a cohort of extremely preterm (<28 weeks’ gestation)/extremely low birthweight (<1000 g) 7-year-olds, we will assess the effectiveness of Cogmed in improving academic functioning 2 years’ post-intervention. Secondary objectives are to assess the effectiveness of Cogmed in improving working memory and attention 2 weeks’, 12 months’ and 24 months’ post-intervention, and to investigate training related neuroplasticity in working memory neural networks 2 weeks’ post-intervention.

Methods/Design

This double-blind, placebo-controlled, randomised controlled trial aims to recruit 126 extremely preterm/extremely low birthweight 7-year-old children. Children attending mainstream school without major intellectual, sensory or physical impairments will be eligible. Participating children will undergo an extensive baseline cognitive assessment before being randomised to either an adaptive or placebo (non-adaptive) version of Cogmed. Cogmed is a computerised working memory training program consisting of 25 sessions completed over a 5 to 7 week period. Each training session takes approximately 35 minutes and will be completed in the child’s home. Structural, diffusion and functional Magnetic Resonance Imaging, which is optional for participants, will be completed prior to and 2 weeks following the training period. Follow-up assessments focusing on academic skills (primary outcome), working memory and attention (secondary outcomes) will be conducted at 2 weeks’, 12 months’ and 24 months’ post-intervention.

Discussion

To our knowledge, this study will be the first randomised controlled trial to (a) assess the effectiveness of Cogmed in school-aged extremely preterm/extremely low birthweight children, while incorporating advanced imaging techniques to investigate neural changes associated with adaptive working memory training, and (b) employ long-term follow-up to assess the potential benefit of improved working memory on academic functioning. If effective, Cogmed would serve as a valuable, available intervention for improving developmental outcomes for this population.

Trial registration

Australian New Zealand Clinical Trials Registry ACTRN12612000124​831.
Appendix
Available only for authorised users
Literature
1.
go back to reference Howson C, Kinney M, Lawn J: March of Dimes, PMNCH, Save the Children, WHO. Born Too Soon: The Global Action Report on Preterm Birth. 2012, Geneva: World Health Organization Howson C, Kinney M, Lawn J: March of Dimes, PMNCH, Save the Children, WHO. Born Too Soon: The Global Action Report on Preterm Birth. 2012, Geneva: World Health Organization
2.
go back to reference Li Z, Zeki R, Hilder L, Sullivan EA: Australia’s mothers and babies 2010. Perinatal statistics series no. 27 Cat. no. PER 57. 2012, AIHW National Perinatal Epidemiology and Statistics Unit: Canberra Li Z, Zeki R, Hilder L, Sullivan EA: Australia’s mothers and babies 2010. Perinatal statistics series no. 27 Cat. no. PER 57. 2012, AIHW National Perinatal Epidemiology and Statistics Unit: Canberra
3.
go back to reference Saigal S, Doyle L: An overview of mortality and sequelae of preterm birth from infancy to adulthood. Lancet. 2008, 371: 261-269. 10.1016/S0140-6736(08)60136-1.CrossRefPubMed Saigal S, Doyle L: An overview of mortality and sequelae of preterm birth from infancy to adulthood. Lancet. 2008, 371: 261-269. 10.1016/S0140-6736(08)60136-1.CrossRefPubMed
4.
go back to reference Anderson P, Doyle L: Neurobehavioral outcomes of school-age children born extremely low birth weight or very preterm in the 1990s. JAMA. 2003, 289 (24): 3264-3272. 10.1001/jama.289.24.3264.CrossRefPubMed Anderson P, Doyle L: Neurobehavioral outcomes of school-age children born extremely low birth weight or very preterm in the 1990s. JAMA. 2003, 289 (24): 3264-3272. 10.1001/jama.289.24.3264.CrossRefPubMed
5.
go back to reference Spittle AJ, Treyvaud K, Doyle LW, Roberts G, Lee K, Inder TE, Cheong JLY, Hunt RW, Newnham CA, Anderson PJ: Early emergence of behavior and social-emotional problems in very preterm infants. J Am Acad Child Adolesc Psychiatry. 2009, 48 (9): 909-918. 10.1097/CHI.0b013e3181af8235.CrossRefPubMed Spittle AJ, Treyvaud K, Doyle LW, Roberts G, Lee K, Inder TE, Cheong JLY, Hunt RW, Newnham CA, Anderson PJ: Early emergence of behavior and social-emotional problems in very preterm infants. J Am Acad Child Adolesc Psychiatry. 2009, 48 (9): 909-918. 10.1097/CHI.0b013e3181af8235.CrossRefPubMed
6.
go back to reference Taylor HG, Espy KA, Anderson PJ: Mathematics deficiencies in children with very low birth weight or very preterm birth. Dev Disabil Res Rev. 2009, 15 (1): 52-59. 10.1002/ddrr.51.CrossRefPubMed Taylor HG, Espy KA, Anderson PJ: Mathematics deficiencies in children with very low birth weight or very preterm birth. Dev Disabil Res Rev. 2009, 15 (1): 52-59. 10.1002/ddrr.51.CrossRefPubMed
7.
go back to reference Johnson E, Humphrey M, Mellard D, Woods K, Swanson HL: Cognitive processing deficits and students with specific learning disabilities: A selective meta-analysis of the literature. Learn Disabil Q. 2010, 33 (1): 3-18.CrossRef Johnson E, Humphrey M, Mellard D, Woods K, Swanson HL: Cognitive processing deficits and students with specific learning disabilities: A selective meta-analysis of the literature. Learn Disabil Q. 2010, 33 (1): 3-18.CrossRef
8.
go back to reference Engle RW, Tuholski SW, Laughlin JE, Conway ARA: Working memory, short-term memory, and general fluid intelligence: a latent-variable approach. J Exp Psychol. 1999, 128 (3): 309-331.CrossRef Engle RW, Tuholski SW, Laughlin JE, Conway ARA: Working memory, short-term memory, and general fluid intelligence: a latent-variable approach. J Exp Psychol. 1999, 128 (3): 309-331.CrossRef
9.
go back to reference Gathercole SE, Brown L, Pickering SJ: Working memory assessments at school entry as longitudinal predictors of National Curriculum attainment levels. Educational and Child Psychology. 2003, 20: 109-122. Gathercole SE, Brown L, Pickering SJ: Working memory assessments at school entry as longitudinal predictors of National Curriculum attainment levels. Educational and Child Psychology. 2003, 20: 109-122.
10.
go back to reference Kyllonen PC, Christal RE: Reasoning ability is (little more than) working memory?!. Intelligence. 1990, 14: 389-433. 10.1016/S0160-2896(05)80012-1.CrossRef Kyllonen PC, Christal RE: Reasoning ability is (little more than) working memory?!. Intelligence. 1990, 14: 389-433. 10.1016/S0160-2896(05)80012-1.CrossRef
11.
go back to reference Swanson HL, Sachse-Lee C: Mathematical problem solving and working memory in children with learning disabilities: Both executive and phonological processes are important. J Exp Child Psychol. 2001, 79 (3): 294-321. 10.1006/jecp.2000.2587.CrossRefPubMed Swanson HL, Sachse-Lee C: Mathematical problem solving and working memory in children with learning disabilities: Both executive and phonological processes are important. J Exp Child Psychol. 2001, 79 (3): 294-321. 10.1006/jecp.2000.2587.CrossRefPubMed
12.
go back to reference Gathercole SE, Alloway TP, Willis C, Adams AM: Working memory in children with reading disabilities. J Exp Child Psychol. 2006, 93 (3): 265-281. 10.1016/j.jecp.2005.08.003.CrossRefPubMed Gathercole SE, Alloway TP, Willis C, Adams AM: Working memory in children with reading disabilities. J Exp Child Psychol. 2006, 93 (3): 265-281. 10.1016/j.jecp.2005.08.003.CrossRefPubMed
13.
go back to reference Alloway TP, Gathercole SE, Pickering SJ: Verbal and visuospatial short-term and working memory in children: Are they separable?. Child Dev. 2006, 77 (6): 1698-1716. 10.1111/j.1467-8624.2006.00968.x.CrossRefPubMed Alloway TP, Gathercole SE, Pickering SJ: Verbal and visuospatial short-term and working memory in children: Are they separable?. Child Dev. 2006, 77 (6): 1698-1716. 10.1111/j.1467-8624.2006.00968.x.CrossRefPubMed
14.
go back to reference Gathercole SE, Durling E, Evans M, Jeffcock S, Stone S: Working memory abilities and children’s performance in laboratory analogues of classroom activities. Appl Cogn Psychol. 2008, 22 (8): 1019-1037. 10.1002/acp.1407.CrossRef Gathercole SE, Durling E, Evans M, Jeffcock S, Stone S: Working memory abilities and children’s performance in laboratory analogues of classroom activities. Appl Cogn Psychol. 2008, 22 (8): 1019-1037. 10.1002/acp.1407.CrossRef
15.
go back to reference Luu TM, Ment LR, Schneider KC, Katz KH, Allan WC, Vohr BR: Lasting effects of preterm birth and neonatal brain hemorrhage at 12 years of age. Pediatrics. 2009, 123 (3): 1037-1044. 10.1542/peds.2008-1162.CrossRefPubMedPubMedCentral Luu TM, Ment LR, Schneider KC, Katz KH, Allan WC, Vohr BR: Lasting effects of preterm birth and neonatal brain hemorrhage at 12 years of age. Pediatrics. 2009, 123 (3): 1037-1044. 10.1542/peds.2008-1162.CrossRefPubMedPubMedCentral
16.
go back to reference Shum D, Neulinger K, O’Callaghan M, Mohay H: Attentional problems in children born very preterm or with extremely low birth weight at 7–9 years. Arch Clin Neuropsychol. 2008, 23 (1): 103-112. 10.1016/j.acn.2007.08.006.CrossRefPubMed Shum D, Neulinger K, O’Callaghan M, Mohay H: Attentional problems in children born very preterm or with extremely low birth weight at 7–9 years. Arch Clin Neuropsychol. 2008, 23 (1): 103-112. 10.1016/j.acn.2007.08.006.CrossRefPubMed
17.
go back to reference Anderson PJ, Doyle LW: Executive functioning in school-aged children who were born very preterm or with extremely low birth weight in the 1990s. Pediatrics. 2004, 114 (1): 50-57. 10.1542/peds.114.1.50.CrossRefPubMed Anderson PJ, Doyle LW: Executive functioning in school-aged children who were born very preterm or with extremely low birth weight in the 1990s. Pediatrics. 2004, 114 (1): 50-57. 10.1542/peds.114.1.50.CrossRefPubMed
18.
go back to reference Martinez-Cruz CF, Poblano A, Fernandez-Carrocera LA, Jimenez-Quiroz R, Tuyu-Torres N: Association between intelligence quotient scores and extremely low birth weight in school-age children. Arch Med Res. 2006, 37 (5): 639-645. 10.1016/j.arcmed.2005.12.001.CrossRefPubMed Martinez-Cruz CF, Poblano A, Fernandez-Carrocera LA, Jimenez-Quiroz R, Tuyu-Torres N: Association between intelligence quotient scores and extremely low birth weight in school-age children. Arch Med Res. 2006, 37 (5): 639-645. 10.1016/j.arcmed.2005.12.001.CrossRefPubMed
19.
go back to reference Foulder-Hughes LA, Cooke RWI: Motor, cognitive, and behavioural disorders in children born very preterm. Developmental Medicine & Child Neurology. 2003, 45 (2): 97-103.CrossRef Foulder-Hughes LA, Cooke RWI: Motor, cognitive, and behavioural disorders in children born very preterm. Developmental Medicine & Child Neurology. 2003, 45 (2): 97-103.CrossRef
20.
go back to reference Aarnoudse-Moens CSH, Smidts DP, Oosterlaan J, Duivenvoorden HJ, Weisglas-Kuperus N: Executive Function in Very Preterm Children at Early School Age. J Abnorm Child Psychol. 2009, 37 (7): 981-993. 10.1007/s10802-009-9327-z.CrossRefPubMedPubMedCentral Aarnoudse-Moens CSH, Smidts DP, Oosterlaan J, Duivenvoorden HJ, Weisglas-Kuperus N: Executive Function in Very Preterm Children at Early School Age. J Abnorm Child Psychol. 2009, 37 (7): 981-993. 10.1007/s10802-009-9327-z.CrossRefPubMedPubMedCentral
21.
go back to reference Briscoe J, Gathercole SE, Marlow N: Short-term memory and language development in very preterm children. J Speech Hear Res. 1998, 41: 654-666.CrossRef Briscoe J, Gathercole SE, Marlow N: Short-term memory and language development in very preterm children. J Speech Hear Res. 1998, 41: 654-666.CrossRef
22.
go back to reference Mulder H, Pitchford NJ, Marlow N: Processing speed and working memory underlie academic attainment in very preterm children. Arch Dis Child Fetal Neonatal Ed. 2010, 95: F267-F272. 10.1136/adc.2009.167965.CrossRefPubMed Mulder H, Pitchford NJ, Marlow N: Processing speed and working memory underlie academic attainment in very preterm children. Arch Dis Child Fetal Neonatal Ed. 2010, 95: F267-F272. 10.1136/adc.2009.167965.CrossRefPubMed
23.
go back to reference Johnson S, Hennessy E, Smith R, Trikic R, Wolke D, Marlow N: Academic attainment and special educational needs in extremely preterm children at 11 years of age: the EPICure study. Arch Dis Child Fetal Neonatal Ed. 2009, 94: F283-F289. 10.1136/adc.2008.152793.CrossRefPubMed Johnson S, Hennessy E, Smith R, Trikic R, Wolke D, Marlow N: Academic attainment and special educational needs in extremely preterm children at 11 years of age: the EPICure study. Arch Dis Child Fetal Neonatal Ed. 2009, 94: F283-F289. 10.1136/adc.2008.152793.CrossRefPubMed
24.
go back to reference Taylor HG, Hack M, Klein N, Schatschneider C: Achievement in children with birth weights less than 750 grams with normal cognitive abilities: Evidence for specific learning disabilities. J Pediatr Psychol. 1995, 20 (6): 703-719. 10.1093/jpepsy/20.6.703.CrossRefPubMed Taylor HG, Hack M, Klein N, Schatschneider C: Achievement in children with birth weights less than 750 grams with normal cognitive abilities: Evidence for specific learning disabilities. J Pediatr Psychol. 1995, 20 (6): 703-719. 10.1093/jpepsy/20.6.703.CrossRefPubMed
25.
go back to reference Aarnoudse-Moens C, Weisglas-Kuperus N, van Goudoever JB, Oosterlaan J: Meta-analysis of neurobehavioral outcomes in very preterm and/or very low birth weight children. Pediatrics. 2009, 124: 717-728. 10.1542/peds.2008-2816.CrossRefPubMed Aarnoudse-Moens C, Weisglas-Kuperus N, van Goudoever JB, Oosterlaan J: Meta-analysis of neurobehavioral outcomes in very preterm and/or very low birth weight children. Pediatrics. 2009, 124: 717-728. 10.1542/peds.2008-2816.CrossRefPubMed
26.
go back to reference Levine P, Nourse SW: What follow-up studies say about postschool life for young men and women with learning disabilities: A critical look at the literature. J Learn Disabil. 1998, 31 (3): 212-233. 10.1177/002221949803100302.CrossRefPubMed Levine P, Nourse SW: What follow-up studies say about postschool life for young men and women with learning disabilities: A critical look at the literature. J Learn Disabil. 1998, 31 (3): 212-233. 10.1177/002221949803100302.CrossRefPubMed
27.
go back to reference Heath NL, Ross S: Prevalence and expression of depressive symptomatology in students with and without learning disabilities. Learn Disabil Q. 2000, 23 (1): 24-36. 10.2307/1511097.CrossRef Heath NL, Ross S: Prevalence and expression of depressive symptomatology in students with and without learning disabilities. Learn Disabil Q. 2000, 23 (1): 24-36. 10.2307/1511097.CrossRef
28.
go back to reference McNulty MA: Dyslexia and the life course. J Learn Disabil. 2003, 36 (4): 363-381. 10.1177/00222194030360040701.CrossRefPubMed McNulty MA: Dyslexia and the life course. J Learn Disabil. 2003, 36 (4): 363-381. 10.1177/00222194030360040701.CrossRefPubMed
29.
go back to reference Mugnaini D, Lassi S, La Malfa G, Albertini G: Internalizing correlates of dyslexia. World J Pediatr. 2009, 5 (4): 255-264. 10.1007/s12519-009-0049-7.CrossRefPubMed Mugnaini D, Lassi S, La Malfa G, Albertini G: Internalizing correlates of dyslexia. World J Pediatr. 2009, 5 (4): 255-264. 10.1007/s12519-009-0049-7.CrossRefPubMed
30.
go back to reference Chaikind S, Corman H: The impact of low-birth-weight on special education costs. J Health Econ. 1991, 10 (3): 291-311. 10.1016/0167-6296(91)90031-H.CrossRefPubMed Chaikind S, Corman H: The impact of low-birth-weight on special education costs. J Health Econ. 1991, 10 (3): 291-311. 10.1016/0167-6296(91)90031-H.CrossRefPubMed
31.
go back to reference Westrupp EM, Lucas N, Mensah FK, Gold L, Wake M, Nicholson JM: Community-based healthcare costs for children born low birthweight, preterm and/or small for gestational age: data from the Longitudinal Study of Australian Children. Child Care Health Dev. 2013, Published online: 5 MAR 2013, Epub ahead of print Westrupp EM, Lucas N, Mensah FK, Gold L, Wake M, Nicholson JM: Community-based healthcare costs for children born low birthweight, preterm and/or small for gestational age: data from the Longitudinal Study of Australian Children. Child Care Health Dev. 2013, Published online: 5 MAR 2013, Epub ahead of print
32.
go back to reference Butterfield EC, Wambold C, Belmont JM: Theory and practice of improving short-term-memory. Am J Ment Defic. 1973, 77 (5): 654-669.PubMed Butterfield EC, Wambold C, Belmont JM: Theory and practice of improving short-term-memory. Am J Ment Defic. 1973, 77 (5): 654-669.PubMed
33.
go back to reference Ericsson KA, Chase WG, Faloon S: Acquisition of a memory skill. Science. 1980, 208 (4448): 1181-1182. 10.1126/science.7375930.CrossRef Ericsson KA, Chase WG, Faloon S: Acquisition of a memory skill. Science. 1980, 208 (4448): 1181-1182. 10.1126/science.7375930.CrossRef
34.
go back to reference Klingberg T: Training and plasticity of working memory. Trends Cogn Sci. 2010, 14: 317-324. 10.1016/j.tics.2010.05.002.CrossRefPubMed Klingberg T: Training and plasticity of working memory. Trends Cogn Sci. 2010, 14: 317-324. 10.1016/j.tics.2010.05.002.CrossRefPubMed
35.
go back to reference Owen AM, Hampshire A, Grahn JA, Stenton R, Dajani S, Burns AS, Howard RJ, Ballard CG: Putting brain training to the test. Nature. 2010, 465: 775-779. 10.1038/nature09042.CrossRefPubMedPubMedCentral Owen AM, Hampshire A, Grahn JA, Stenton R, Dajani S, Burns AS, Howard RJ, Ballard CG: Putting brain training to the test. Nature. 2010, 465: 775-779. 10.1038/nature09042.CrossRefPubMedPubMedCentral
36.
go back to reference Klingberg T, Fernell E, Olesen PJ, Johnson M, Gustaffson P, Dahlstrom K, Gillberg CG, Forssberg H, Westerberg H: Computerized training of working memory in children with ADHD - A randomized controlled trial. J Am Acad Child Adolesc Psychiatry. 2005, 44 (2): 177-186. 10.1097/00004583-200502000-00010.CrossRefPubMed Klingberg T, Fernell E, Olesen PJ, Johnson M, Gustaffson P, Dahlstrom K, Gillberg CG, Forssberg H, Westerberg H: Computerized training of working memory in children with ADHD - A randomized controlled trial. J Am Acad Child Adolesc Psychiatry. 2005, 44 (2): 177-186. 10.1097/00004583-200502000-00010.CrossRefPubMed
37.
go back to reference Klingberg T, Forssberg H, Westerberg H: Training of working memory in children with ADHD. J Clin Exp Neuropsychol. 2002, 24 (6): 781-791. 10.1076/jcen.24.6.781.8395.CrossRefPubMed Klingberg T, Forssberg H, Westerberg H: Training of working memory in children with ADHD. J Clin Exp Neuropsychol. 2002, 24 (6): 781-791. 10.1076/jcen.24.6.781.8395.CrossRefPubMed
38.
go back to reference Grunewaldt KH, Lohaugen GC, Austeng D, Brubakk AM, Skranes J: Working memory training improves cognitive function in VLBW preschoolers. Pediatrics. 2013, 131 (3): 747-754. 10.1542/peds.2012-1965.CrossRef Grunewaldt KH, Lohaugen GC, Austeng D, Brubakk AM, Skranes J: Working memory training improves cognitive function in VLBW preschoolers. Pediatrics. 2013, 131 (3): 747-754. 10.1542/peds.2012-1965.CrossRef
39.
go back to reference Holmes J, Gathercole SE, Dunning DL: Adaptive training leads to sustained enhancement of poor working memory in children. Dev Sci. 2009, 12 (4): 9-15. 10.1111/j.1467-7687.2009.00848.x.CrossRef Holmes J, Gathercole SE, Dunning DL: Adaptive training leads to sustained enhancement of poor working memory in children. Dev Sci. 2009, 12 (4): 9-15. 10.1111/j.1467-7687.2009.00848.x.CrossRef
40.
go back to reference Dunning DL, Holmes J, Gathercole SE: Does working memory training lead to generalized improvements in children with low working memory? A randomized controlled trial. Dev Sci. 2013, Published online: 8 JUL 2013, Epub ahead of print Dunning DL, Holmes J, Gathercole SE: Does working memory training lead to generalized improvements in children with low working memory? A randomized controlled trial. Dev Sci. 2013, Published online: 8 JUL 2013, Epub ahead of print
41.
go back to reference Lohaugen GCC, Antonsen I, Haberg A, Gramstad A, Vik T, Brubakk A, Skranes J: Computerized working memory training improves function in adolescents born at extremely low birth weight. J Pediatr. 2011, 158: 555-561. 10.1016/j.jpeds.2010.09.060.CrossRefPubMed Lohaugen GCC, Antonsen I, Haberg A, Gramstad A, Vik T, Brubakk A, Skranes J: Computerized working memory training improves function in adolescents born at extremely low birth weight. J Pediatr. 2011, 158: 555-561. 10.1016/j.jpeds.2010.09.060.CrossRefPubMed
42.
go back to reference Thorell LB, Lindqvist S, Bergman Nutley S, Bohlin G, Klingberg T: Training and transfer effects of executive functions in preschool children. Dev Sci. 2009, 12 (1): 106-113. 10.1111/j.1467-7687.2008.00745.x.CrossRefPubMed Thorell LB, Lindqvist S, Bergman Nutley S, Bohlin G, Klingberg T: Training and transfer effects of executive functions in preschool children. Dev Sci. 2009, 12 (1): 106-113. 10.1111/j.1467-7687.2008.00745.x.CrossRefPubMed
43.
go back to reference Bergman Nutley S, Soderqvist S, Bryde S, Thorell LB, Humphreys K, Klingberg T: Gains in fluid intelligence after training non-verbal reasoning in 4-year-old children: a controlled, randomized study. Dev Sci. 2011, 14 (3): 591-601. 10.1111/j.1467-7687.2010.01022.x.CrossRefPubMed Bergman Nutley S, Soderqvist S, Bryde S, Thorell LB, Humphreys K, Klingberg T: Gains in fluid intelligence after training non-verbal reasoning in 4-year-old children: a controlled, randomized study. Dev Sci. 2011, 14 (3): 591-601. 10.1111/j.1467-7687.2010.01022.x.CrossRefPubMed
44.
go back to reference Hulme C, Melby-Lervåg M: Current evidence does not support the claims made for CogMed working memory training. Journal of Applied Research in Memory and Cognition. 2012, 1 (3): 197-200. 10.1016/j.jarmac.2012.06.006.CrossRef Hulme C, Melby-Lervåg M: Current evidence does not support the claims made for CogMed working memory training. Journal of Applied Research in Memory and Cognition. 2012, 1 (3): 197-200. 10.1016/j.jarmac.2012.06.006.CrossRef
45.
go back to reference Shipstead Z, Hicks KL, Engle RW: Cogmed working memory training: Does the evidence support the claims?. Journal of Applied Research in Memory and Cognition. 2012, 1 (3): 185-193. 10.1016/j.jarmac.2012.06.003.CrossRef Shipstead Z, Hicks KL, Engle RW: Cogmed working memory training: Does the evidence support the claims?. Journal of Applied Research in Memory and Cognition. 2012, 1 (3): 185-193. 10.1016/j.jarmac.2012.06.003.CrossRef
46.
go back to reference Melby-Lervag M, Hulme C: Is working memory training effective? A meta-analytic review. Dev Psychol. 2013, 49 (2): 270-291.CrossRefPubMed Melby-Lervag M, Hulme C: Is working memory training effective? A meta-analytic review. Dev Psychol. 2013, 49 (2): 270-291.CrossRefPubMed
47.
go back to reference Roberts G, Quach J, Gold L, Anderson P, Rickards F, Mensah F, Ainley J, Gathercole S, Wake M: Can improving working memory prevent academic difficulties? A school based randomised controlled trial. BMC Pediatr 2011 Jun 20. 2011, 20 (11): 11-57. Roberts G, Quach J, Gold L, Anderson P, Rickards F, Mensah F, Ainley J, Gathercole S, Wake M: Can improving working memory prevent academic difficulties? A school based randomised controlled trial. BMC Pediatr 2011 Jun 20. 2011, 20 (11): 11-57.
48.
go back to reference Klingberg T: Development of a superior frontal–intraparietal network for visuo-spatial working memory. Neuropsychologia. 2006, 44 (11): 2171-2177. 10.1016/j.neuropsychologia.2005.11.019.CrossRefPubMed Klingberg T: Development of a superior frontal–intraparietal network for visuo-spatial working memory. Neuropsychologia. 2006, 44 (11): 2171-2177. 10.1016/j.neuropsychologia.2005.11.019.CrossRefPubMed
49.
go back to reference D’Esposito M, Postle BR, Rypma B: Prefrontal cortical contributions to working memory: evidence from event-related fMRI studies. Exp Brain Res. 2000, 133 (1): 3-11. 10.1007/s002210000395.CrossRefPubMed D’Esposito M, Postle BR, Rypma B: Prefrontal cortical contributions to working memory: evidence from event-related fMRI studies. Exp Brain Res. 2000, 133 (1): 3-11. 10.1007/s002210000395.CrossRefPubMed
50.
go back to reference Friedman HR, Goldman-Rakic PS: Coactivation of prefrontal cortex and inferior parietal cortex in working-memory tasks revealed by 2DG functional mapping in the rhesus-monkey. J Neurosci. 1994, 14 (5): 2775-2788.PubMed Friedman HR, Goldman-Rakic PS: Coactivation of prefrontal cortex and inferior parietal cortex in working-memory tasks revealed by 2DG functional mapping in the rhesus-monkey. J Neurosci. 1994, 14 (5): 2775-2788.PubMed
51.
go back to reference Klingberg T, Forssberg H, Westerberg H: Increased brain activity in frontal and parietal cortex underlies the development of visuospatial working memory capacity during childhood. J Cogn Neurosci. 2002, 14 (1): 1-10. 10.1162/089892902317205276.CrossRefPubMed Klingberg T, Forssberg H, Westerberg H: Increased brain activity in frontal and parietal cortex underlies the development of visuospatial working memory capacity during childhood. J Cogn Neurosci. 2002, 14 (1): 1-10. 10.1162/089892902317205276.CrossRefPubMed
52.
go back to reference Pessoa L, Gutierrez E, Bandettini PA, Ungerleider LG: Neural correlates of visual working memory: fMRl amplitude predicts task performance. Neuron. 2002, 35 (5): 975-987. 10.1016/S0896-6273(02)00817-6.CrossRefPubMed Pessoa L, Gutierrez E, Bandettini PA, Ungerleider LG: Neural correlates of visual working memory: fMRl amplitude predicts task performance. Neuron. 2002, 35 (5): 975-987. 10.1016/S0896-6273(02)00817-6.CrossRefPubMed
53.
go back to reference Koch G, Oliveri M, Torriero S, Carlesimo GA, Turriziani P, Caltagirone C: rTMS evidence of different delay and decision processes in a fronto-parietal neuronal network activated during spatial working memory. Neuroimage 2005 Jan 1. 2005, 24 (1): 34-39. Koch G, Oliveri M, Torriero S, Carlesimo GA, Turriziani P, Caltagirone C: rTMS evidence of different delay and decision processes in a fronto-parietal neuronal network activated during spatial working memory. Neuroimage 2005 Jan 1. 2005, 24 (1): 34-39.
54.
go back to reference Chafee MV, Goldman-Rakic PS: Matching patterns of activity in primate prefrontal area 8a and parietal area 7ip neurons during a spatial working memory task. J Neurophysiol 1998. 1998, 79 (6): 2919-2940. Chafee MV, Goldman-Rakic PS: Matching patterns of activity in primate prefrontal area 8a and parietal area 7ip neurons during a spatial working memory task. J Neurophysiol 1998. 1998, 79 (6): 2919-2940.
55.
go back to reference Galván A: Neural plasticity of development and learning. Hum Brain Mapp. 2010, 31 (6): 879-890. 10.1002/hbm.21029.CrossRefPubMed Galván A: Neural plasticity of development and learning. Hum Brain Mapp. 2010, 31 (6): 879-890. 10.1002/hbm.21029.CrossRefPubMed
56.
go back to reference Olesen PJ, Westerberg H, Klingberg T: Increased prefrontal and parietal activity after training of working memory. Nat Neurosci. 2004, 7 (1): 75-79. 10.1038/nn1165.CrossRefPubMed Olesen PJ, Westerberg H, Klingberg T: Increased prefrontal and parietal activity after training of working memory. Nat Neurosci. 2004, 7 (1): 75-79. 10.1038/nn1165.CrossRefPubMed
57.
go back to reference Westerberg H, Klingberg T: Changes in cortical activity after training of working memory - a single-subject analysis. Physiol Behav. 2007, 92 (1–2): 186-192.CrossRefPubMed Westerberg H, Klingberg T: Changes in cortical activity after training of working memory - a single-subject analysis. Physiol Behav. 2007, 92 (1–2): 186-192.CrossRefPubMed
58.
go back to reference Jäncke L: The plastic human brain. Restor Neurol Neurosci. 2009, 27 (5): 521-538.PubMed Jäncke L: The plastic human brain. Restor Neurol Neurosci. 2009, 27 (5): 521-538.PubMed
59.
go back to reference Olesen PJ, Nagy Z, Westerberg H, Klingberg T: Combined analysis of DTI and fMRI data reveals a joint maturation of white and grey matter in a fronto-parietal network. Cogn Brain Res. 2003, 18 (1): 48-57. 10.1016/j.cogbrainres.2003.09.003.CrossRef Olesen PJ, Nagy Z, Westerberg H, Klingberg T: Combined analysis of DTI and fMRI data reveals a joint maturation of white and grey matter in a fronto-parietal network. Cogn Brain Res. 2003, 18 (1): 48-57. 10.1016/j.cogbrainres.2003.09.003.CrossRef
60.
go back to reference Takeuchi H, Sekiguchi A, Taki Y, Yokoyama S, Yornogida Y, Komuro N, Yarnanouchi T, Kawashima SSR: Training of Working Memory Impacts Structural Connectivity. J Neurosci. 2010, 30: 3297-3303. 10.1523/JNEUROSCI.4611-09.2010.CrossRefPubMed Takeuchi H, Sekiguchi A, Taki Y, Yokoyama S, Yornogida Y, Komuro N, Yarnanouchi T, Kawashima SSR: Training of Working Memory Impacts Structural Connectivity. J Neurosci. 2010, 30: 3297-3303. 10.1523/JNEUROSCI.4611-09.2010.CrossRefPubMed
61.
go back to reference Doyle LW, Roberts G, Anderson PJ: Outcomes at Age 2 Years of Infants <28 Weeks’ Gestational Age Born in Victoria in 2005. J Pediatr. 2010, 156 (1): 49-53. 10.1016/j.jpeds.2009.07.013.CrossRefPubMed Doyle LW, Roberts G, Anderson PJ: Outcomes at Age 2 Years of Infants <28 Weeks’ Gestational Age Born in Victoria in 2005. J Pediatr. 2010, 156 (1): 49-53. 10.1016/j.jpeds.2009.07.013.CrossRefPubMed
62.
go back to reference Doyle LW, Roberts G, Anderson PJ: And the Victorian Infant Collaborative Study Group: Changing long-term outcomes for infants 500–999 g birth weight in Victoria, 1979–2005. Arch Dis Child Fetal Neonatal Ed. 2011, 96 (6): 443-447. 10.1136/adc.2010.200576.CrossRef Doyle LW, Roberts G, Anderson PJ: And the Victorian Infant Collaborative Study Group: Changing long-term outcomes for infants 500–999 g birth weight in Victoria, 1979–2005. Arch Dis Child Fetal Neonatal Ed. 2011, 96 (6): 443-447. 10.1136/adc.2010.200576.CrossRef
63.
go back to reference Pickering S, Gathercole S: Working Memory Test Battery for Children - Manual. 2001, London: The Psychological Corporation Pickering S, Gathercole S: Working Memory Test Battery for Children - Manual. 2001, London: The Psychological Corporation
64.
go back to reference Omizzolo C, Scratch SE, Stargatt R, Kidokoro H, Thompson DK, Lee KJ, Cheong J, Neil J, Inder TE, Doyle LW: Neonatal brain abnormalities and memory and learning outcomes at 7 years in children born very preterm. Memory. 2013, Published online: 27 JUN 2013, Epub ahead of print Omizzolo C, Scratch SE, Stargatt R, Kidokoro H, Thompson DK, Lee KJ, Cheong J, Neil J, Inder TE, Doyle LW: Neonatal brain abnormalities and memory and learning outcomes at 7 years in children born very preterm. Memory. 2013, Published online: 27 JUN 2013, Epub ahead of print
65.
go back to reference Wilkinson GS, Robertson GJ: Wide Range Achievement Test - 4th edition. 2005, Wilmington, Delaware: Psychological Assessment Resources Inc Wilkinson GS, Robertson GJ: Wide Range Achievement Test - 4th edition. 2005, Wilmington, Delaware: Psychological Assessment Resources Inc
66.
go back to reference Alloway TP: Automated Working Memory Assessment. 2007, London: Pearson Assessment Alloway TP: Automated Working Memory Assessment. 2007, London: Pearson Assessment
67.
go back to reference Manly T, Robertson IH, Anderson V, Nimmo-Smith I: TEA-Ch: The test of everyday attention for children. 1999, Bury St Edmunds, England: Thames Valley Test Company Ltd Manly T, Robertson IH, Anderson V, Nimmo-Smith I: TEA-Ch: The test of everyday attention for children. 1999, Bury St Edmunds, England: Thames Valley Test Company Ltd
68.
go back to reference Maruff P, Thomas E, Cysique L, Brew B, Collie A, Snyder P, Pietrzak RH: Validity of the CogState Brief Battery: Relationship to Standardized Tests and Sensitivity to Cognitive Impairment in Mild Traumatic Brain Injury, Schizophrenia, and AIDS Dementia Complex. Arch Clin Neuropsychol. 2009, 24: 165-178. 10.1093/arclin/acp010.CrossRefPubMed Maruff P, Thomas E, Cysique L, Brew B, Collie A, Snyder P, Pietrzak RH: Validity of the CogState Brief Battery: Relationship to Standardized Tests and Sensitivity to Cognitive Impairment in Mild Traumatic Brain Injury, Schizophrenia, and AIDS Dementia Complex. Arch Clin Neuropsychol. 2009, 24: 165-178. 10.1093/arclin/acp010.CrossRefPubMed
69.
go back to reference Strang-Karlsson S, Andersson S, Paile-Hyvärinen M, Darby D, Hovi P, Räikkönen K, Pesonen A, Heinonen K, Järvenpää A, Eriksson JG, et al: Slower Reaction Times and Impaired Learning in Young Adults With Birth Weight <1500 g. Pediatrics. 2010, 125 (1): 74-82. 10.1542/peds.2009-1297.CrossRef Strang-Karlsson S, Andersson S, Paile-Hyvärinen M, Darby D, Hovi P, Räikkönen K, Pesonen A, Heinonen K, Järvenpää A, Eriksson JG, et al: Slower Reaction Times and Impaired Learning in Young Adults With Birth Weight <1500 g. Pediatrics. 2010, 125 (1): 74-82. 10.1542/peds.2009-1297.CrossRef
70.
go back to reference Elliott CD: Differential Ability Scales - Second Edition. 2007, San Antonio, TX: Harcourt Assessment Inc Elliott CD: Differential Ability Scales - Second Edition. 2007, San Antonio, TX: Harcourt Assessment Inc
71.
go back to reference Goodman R: The Strengths and Difficulties Questionnaire: A research note. J Child Psychol Psychiatry. 1997, 38: 581-586. 10.1111/j.1469-7610.1997.tb01545.x.CrossRefPubMed Goodman R: The Strengths and Difficulties Questionnaire: A research note. J Child Psychol Psychiatry. 1997, 38: 581-586. 10.1111/j.1469-7610.1997.tb01545.x.CrossRefPubMed
72.
go back to reference Gioia G, Isquith P, Guy S, Kenworthy L: BRIEF – Behavior Rating Inventory of Executive Function. Professional manual. 2000, Psychological Assessment Resources Inc: Odessa, FL Gioia G, Isquith P, Guy S, Kenworthy L: BRIEF – Behavior Rating Inventory of Executive Function. Professional manual. 2000, Psychological Assessment Resources Inc: Odessa, FL
73.
go back to reference Lepper MR, Corpus JH, Iyengar SS: Intrinsic and Extrinsic Motivational Orientations in the Classroom: Age Differences and Academic Correlates. J Educ Psychol. 2005, 97 (2): 184-196.CrossRef Lepper MR, Corpus JH, Iyengar SS: Intrinsic and Extrinsic Motivational Orientations in the Classroom: Age Differences and Academic Correlates. J Educ Psychol. 2005, 97 (2): 184-196.CrossRef
74.
go back to reference Ryan RM, Deci EL: Intrinsic and Extrinsic Motivations: Classic Definitions and New Directions. Contemp Educ Psychol. 2000, 25 (1): 54-67. 10.1006/ceps.1999.1020.CrossRefPubMed Ryan RM, Deci EL: Intrinsic and Extrinsic Motivations: Classic Definitions and New Directions. Contemp Educ Psychol. 2000, 25 (1): 54-67. 10.1006/ceps.1999.1020.CrossRefPubMed
75.
go back to reference Ryan RM, Deci EL: Self-determination theory and the facilitation of intrinsic motivation, social development, and well-being. Am Psychol. 2000, 55 (1): 68-78.CrossRefPubMed Ryan RM, Deci EL: Self-determination theory and the facilitation of intrinsic motivation, social development, and well-being. Am Psychol. 2000, 55 (1): 68-78.CrossRefPubMed
76.
go back to reference Andersson JL, Skare S, Ashburner J: How to correct susceptibility distortions in spin-echo echo-planar images: application to diffusion tensor imaging. Neuroimage. 2003, 20 (2): 870-888. 10.1016/S1053-8119(03)00336-7.CrossRefPubMed Andersson JL, Skare S, Ashburner J: How to correct susceptibility distortions in spin-echo echo-planar images: application to diffusion tensor imaging. Neuroimage. 2003, 20 (2): 870-888. 10.1016/S1053-8119(03)00336-7.CrossRefPubMed
77.
go back to reference Tournier JD, Calamante F, Gadian DG, Connelly A: Direct estimation of the fiber orientation density function from diffusion-weighted MRI data using spherical deconvolution. Neuroimage. 2004, 23 (3): 1176-1185. 10.1016/j.neuroimage.2004.07.037.CrossRefPubMed Tournier JD, Calamante F, Gadian DG, Connelly A: Direct estimation of the fiber orientation density function from diffusion-weighted MRI data using spherical deconvolution. Neuroimage. 2004, 23 (3): 1176-1185. 10.1016/j.neuroimage.2004.07.037.CrossRefPubMed
78.
go back to reference Owen AM, McMillan KM, Laird AR, Bullmore E: N-back working memory paradigm: A meta-analysis of normative functional neuroimaging studies. Hum Brain Mapp. 2005, 25 (1): 46-59. 10.1002/hbm.20131.CrossRefPubMed Owen AM, McMillan KM, Laird AR, Bullmore E: N-back working memory paradigm: A meta-analysis of normative functional neuroimaging studies. Hum Brain Mapp. 2005, 25 (1): 46-59. 10.1002/hbm.20131.CrossRefPubMed
79.
go back to reference Nystrom LE, Braver TS, Sabb FW, Delgado MR, Noll DC, Cohen JD: Working memory for letters, shapes, and locations: fMRI evidence against stimulus-based regional organization in human prefrontal cortex. Neuroimage. 2000, 11: 424-446. 10.1006/nimg.2000.0572.CrossRefPubMed Nystrom LE, Braver TS, Sabb FW, Delgado MR, Noll DC, Cohen JD: Working memory for letters, shapes, and locations: fMRI evidence against stimulus-based regional organization in human prefrontal cortex. Neuroimage. 2000, 11: 424-446. 10.1006/nimg.2000.0572.CrossRefPubMed
80.
go back to reference Roussotte FF, Bramen JE, Nunez SC: Abnormal brain activation during working memory in children with prenatal exposure to drugs of abuse: the effects of methamphetamine, alcohol, and polydrug exposure. Neuroimage. 2011, 54 (4): 3067-3075. 10.1016/j.neuroimage.2010.10.072.CrossRefPubMed Roussotte FF, Bramen JE, Nunez SC: Abnormal brain activation during working memory in children with prenatal exposure to drugs of abuse: the effects of methamphetamine, alcohol, and polydrug exposure. Neuroimage. 2011, 54 (4): 3067-3075. 10.1016/j.neuroimage.2010.10.072.CrossRefPubMed
81.
go back to reference Stollstorff M, Foss-Feig J, Cook EH, Stein MA, Gaillard WD, Vaidya CJ: Neural response to working memory load varies by dopamine transporter genotype in children. Neuroimage. 2010, 53 (3): 970-977. 10.1016/j.neuroimage.2009.12.104.CrossRefPubMedPubMedCentral Stollstorff M, Foss-Feig J, Cook EH, Stein MA, Gaillard WD, Vaidya CJ: Neural response to working memory load varies by dopamine transporter genotype in children. Neuroimage. 2010, 53 (3): 970-977. 10.1016/j.neuroimage.2009.12.104.CrossRefPubMedPubMedCentral
82.
go back to reference Thomason ME, Dennis EL, Joshi AA, Joshi SH, Dinov ID, Chang C, Henry ML, Johnson RF, Thompson PM, Toga AW, et al: Resting-state fMRI can reliably map neural networks in children. Neuroimage. 2011, 55 (1): 165-175. 10.1016/j.neuroimage.2010.11.080.CrossRefPubMed Thomason ME, Dennis EL, Joshi AA, Joshi SH, Dinov ID, Chang C, Henry ML, Johnson RF, Thompson PM, Toga AW, et al: Resting-state fMRI can reliably map neural networks in children. Neuroimage. 2011, 55 (1): 165-175. 10.1016/j.neuroimage.2010.11.080.CrossRefPubMed
83.
go back to reference Jenkinson M, Beckmann CF, Behrens TE, Woolrich MW, Smith SM: FSL. Neuroimage. 2012, 62 (2): 782-790. 10.1016/j.neuroimage.2011.09.015.CrossRefPubMed Jenkinson M, Beckmann CF, Behrens TE, Woolrich MW, Smith SM: FSL. Neuroimage. 2012, 62 (2): 782-790. 10.1016/j.neuroimage.2011.09.015.CrossRefPubMed
Metadata
Title
Preventing academic difficulties in preterm children: a randomised controlled trial of an adaptive working memory training intervention – IMPRINT study
Authors
Leona Pascoe
Gehan Roberts
Lex W Doyle
Katherine J Lee
Deanne K Thompson
Marc L Seal
Elisha K Josev
Chiara Nosarti
Susan Gathercole
Peter J Anderson
Publication date
01-12-2013
Publisher
BioMed Central
Published in
BMC Pediatrics / Issue 1/2013
Electronic ISSN: 1471-2431
DOI
https://doi.org/10.1186/1471-2431-13-144

Other articles of this Issue 1/2013

BMC Pediatrics 1/2013 Go to the issue