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A randomized controlled trial of working memory and processing speed training in schizophrenia

Published online by Cambridge University Press:  03 October 2018

B.D. Cassetta*
Affiliation:
Department of Psychology, University of Calgary, 2500 University Drive NW, Calgary, AB, Canada, T2N 1N4
L.M. Tomfohr-Madsen
Affiliation:
Department of Psychology, University of Calgary, 2500 University Drive NW, Calgary, AB, Canada, T2N 1N4
V.M. Goghari
Affiliation:
Department of Psychology and Graduate Department of Psychological Clinical Science, University of Toronto Scarborough, 1265 Military Trail, Toronto, ON, Canada, M1C 1A4
*
Author for correspondence: B. D. Cassetta, E-mail: [email protected]

Abstract

Background

Although prior research has shown that cognitive training may improve cognition for schizophrenia patients, it is currently unclear which domains of cognition should be targeted in training. One suggestion is to target low- or mid-level cognitive processes. In particular, working memory (WM) and processing speed (PS) have been named as two key areas of impairment in schizophrenia, and two domains of cognition that are linked to higher-order cognition and daily functioning. This study aimed to investigate the near-transfer (transfer of gains to related contexts), far-transfer (transfer of gains to unrelated contexts), and real-world gains associated with WM and PS training in schizophrenia.

Methods

Eighty-three participants with schizophrenia were recruited and randomly assigned to computerized WM training, PS training, or a no-training control group. Outcome measures included WM, PS, fluid intelligence, executive functioning, social cognition, and daily functioning and symptoms.

Results

PS training led to significant gains in untrained PS tasks, as well as gains in far-transfer tasks that required speed of processing. WM training did not lead to gains in untrained WM tasks and showed inconsistent effects on some far-transfer tasks.

Conclusions

These results suggest some benefit of domain-specific cognitive training, specifically PS training, in schizophrenia. Far-transfer of gains to other cognitive domains and to real-world functioning may not occur after targeted WM or PS training, though non-specific effects (e.g. through behavioral activation, increased motivation) may lead to improvements in some tasks. Future studies should continue to investigate the mechanisms by which cognitive training may enhance cognition and functioning in schizophrenia.

Type
Original Articles
Copyright
Copyright © Cambridge University Press 2018 

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References

American Psychiatric Association (2013) Diagnostic and Statistical Manual of Mental Disorders, 5th Edition (DSM-5). Arlington, VA: American Psychiatric Publishing.Google Scholar
Ball, K, Edwards, JD and Ross, LA (2007) The impact of speed of processing training on cognitive and everyday functions. Journals of Gerontology – Series B Psychological Sciences and Social Sciences 62, 1931.Google Scholar
Brébion, G, David, AS, Jones, HM and Pilowsky, LS (2009) Working memory span and motor and cognitive speed in schizophrenia. Cognitive and Behavioral Neurology 22, 101108.Google Scholar
Cassetta, BD and Goghari, VM (2016) Working memory and processing speed training in schizophrenia: study protocol for a randomized controlled trial. Trials 17, 4964.Google Scholar
Cellard, C, Reeder, C, Paradis-Giroux, A-A, Roy, M-A, Gilbert, E, Ivers, H, Bouchard, R-H, Maziade, M and Wykes, T (2015) A feasibility study of a new computerised cognitive remediation for young adults with schizophrenia. Neuropsychological Rehabilitation 2011, 124.Google Scholar
Chang, WC, Kwong, VWY, Hui, CLM, Chan, SKW, Lee, EHM and Chen, EYH (2017) Relationship of amotivation to neurocognition, self-efficacy and functioning in first-episode psychosis: a structural equation modeling approach. Psychological Medicine 47, 755765.Google Scholar
Chein, JM and Morrison, AB (2010) Expanding the mind's workspace: training and transfer effects with a complex working memory span task. Psychonomic Bulletin and Review 17, 193199.Google Scholar
Dezzel Media (2010) BrainGymmer. Dezzel Media, http://www.braingymmer.com.Google Scholar
Dickinson, D, Ramsey, ME and Gold, JM (2007) Overlooking the obvious: a meta-analytic comparison of digit symbol coding tasks and other cognitive measures in schizophrenia. Archives of General Psychiatry 64, 532542.Google Scholar
Edwards, JD, Wadley, VG, Myers, RS, Roenker, DL, Cissell, GM and Ball, KK (2002) Transfer of a speed of processing intervention to near and far cognitive functions. Gerontology 48, 329340.Google Scholar
Fisher, M, Holland, C, Merzenich, MM and Vinogradov, S (2009) Using neuroplasticity-based auditory training to improve verbal memory in schizophrenia. The American Journal of Psychiatry 166, 805811.Google Scholar
Fisher, M, Loewy, R, Carter, C, Lee, A, Ragland, JD, Niendam, T, Schlosser, D, Pham, L, Miskovich, T and Vinogradov, S (2015) Neuroplasticity-based auditory training via laptop computer improves cognition in young individuals with recent onset schizophrenia. Schizophrenia Bulletin 41, 250258.Google Scholar
Foster, JL, Harrison, TL, Hicks, KL, Draheim, C, Redick, TS and Engle, RW (2017) Do the effects of working memory training depend on baseline ability level? Journal of Experimental Psychology: Learning Memory and Cognition 43, 16771689.Google Scholar
Franck, N, Duboc, C, Sundby, C, Amado, I, Wykes, T, Demily, C, Launay, C, Le Roy, V, Bloch, P, Willard, D, Todd, A, Petitjean, F, Foullu, S, Briant, P, Grillon, ML, Deppen, P, Verdoux, H, Bralet, MC, Januel, D, Riche, B, Roy, P and Vianin, P (2013) Specific vs general cognitive remediation for executive functioning in schizophrenia: a multicenter randomized trial. Schizophrenia Research 147, 6874.Google Scholar
Green, MF, Kern, RS, Braff, DL and Mintz, J (2000) Neurocognitive deficits and functional outcome in schizophrenia: are we measuring the ‘right stuff’? Schizophrenia Bulletin 26, 119136.Google Scholar
Grynszpan, O, Perbal, S, Pelissolo, A, Fossati, P, Jouvent, R, Dubal, S and Perez-Diaz, F (2011) Efficacy and specificity of computer-assisted cognitive remediation in schizophrenia: a meta-analytical study. Psychological Medicine 41, 163173.Google Scholar
Hargreaves, A, Dillon, R, Anderson-Schmidt, H, Corvin, A, Fitzmaurice, B, Castorina, M, Robertson, IH and Donohoe, G (2015) Computerised working-memory focused cognitive remediation therapy for psychosis – a preliminary study. Schizophrenia Research 169, 135140.Google Scholar
Henry, JD and Crawford, JR (2005) A meta-analytic review of verbal fluency deficits in schizophrenia relative to other neurocognitive deficits. Cognitive Neuropsychiatry 10, 133.Google Scholar
Hubacher, M, Weiland, M, Calabrese, P, Stoppe, G, Stöcklin, M, Fischer-Barnicol, D, Opwis, K and Penner, I-K (2013) Working memory training in patients with chronic schizophrenia: a pilot study. Psychiatry Journal 2013, 18.Google Scholar
Jaeggi, SM, Buschkuehl, M, Shah, P and Jonides, J (2014) The role of individual differences in cognitive training and transfer. Memory & Cognition 42, 464480.Google Scholar
Lalova, M, Baylé, F, Grillon, ML, Houet, L, Moreau, E, Rouam, F, Cacot, P and Piolino, P (2013) Mechanisms of insight in schizophrenia and impact of cognitive remediation therapy. Comprehensive Psychiatry 54, 369380.Google Scholar
Lawlor-Savage, L and Goghari, V (2014) Working memory training in schizophrenia and healthy populations. Behavioral Sciences 4, 301319.Google Scholar
McAuley, E, Duncan, T and Tammen, VV (1989) Psychometric properties of the intrinsic motivation inventory in a competitive sport setting: a confirmatory factor analysis. Research Quarterly for Exercise and Sport 60, 4858.Google Scholar
McGurk, SR, Twamley, EW, Sitzer, DI, McHugo, GJ and Mueser, KT (2007) A meta-analysis of cognitive remediation in schizophrenia. American Journal of Psychiatry 164, 17911802.Google Scholar
Medalia, A, Revheim, N and Casey, M (2000) Remediation of memory disorders in schizophrenia. Psychological Medicine 30, 14511459.Google Scholar
Melby-Lervåg, M and Hulme, C (2013) Is working memory training effective? A meta-analytic review. Developmental Psychology 49, 270291.Google Scholar
Melby-Lervåg, M, Hulme, C (2016) There is no convincing evidence that working memory training is effective: a reply to Au et al. (2014) And Karbach and Verhaeghen (2014). Psychonomic Bulletin and Review 23, 324330.Google Scholar
Melby-Lervåg, M, Redick, TS and Hulme, C (2016) Working memory training does not improve performance on measures of intelligence or other measures of ‘Far transfer’: evidence from a meta-analytic review. Perspectives on Psychological Science 11, 512534.Google Scholar
Menon, V, Anagnoson, RT, Mathalon, DH, Glover, GH and Pfefferbaum, A (2001) Functional neuroanatomy of auditory working memory in schizophrenia: relation to positive and negative symptoms. NeuroImage 13, 433446.Google Scholar
Murthy, NV, Mahncke, H, Wexler, BE, Maruff, P, Inamdar, A, Zucchetto, M, Lund, J, Shabbir, S, Shergill, S, Keshavan, M, Kapur, S, Laruelle, M and Alexander, R (2012) Computerized cognitive remediation training for schizophrenia: an open label, multi-site, multinational methodology study. Schizophrenia Research 139, 8791.Google Scholar
Nienow, T and MacDonald, A (2017) Lack of generalization from a high-dose, well-powered randomized controlled trial of working memory-focused training for schizophrenia. Schizophrenia Bulletin 43, S217S218.Google Scholar
Rass, O, Forsyth, JK, Bolbecker, AR, Hetrick, WP, Breier, A, Lysaker, PH and O'Donnell, BF (2012) Computer-assisted cognitive remediation for schizophrenia: a randomized single-blind pilot study. Schizophrenia Research 139, 9298.Google Scholar
Redick, TS (2015) Working memory training and interpreting interactions in intelligence interventions. Intelligence 50, 1420.Google Scholar
Rodríguez-Sánchez, JM, Crespo-Facorro, B, González-Blanch, C, Pérez-Iglesias, R and Vázquez-Barquero, JL (2007) Cognitive dysfunction in first-episode psychosis: the processing speed hypothesis. British Journal of Psychiatry 191, S107S110.Google Scholar
Saperstein, AM and Kurtz, MM (2013) Current trends in the empirical study of cognitive remediation for schizophrenia. Canadian Journal of Psychiatry. Revue Canadienne de Psychiatrie 58, 311318.Google Scholar
Sellwood, W, Morrison, AP, Beck, R, Heffernan, S, Law, H and Bentall, RP (2013) Subjective cognitive complaints in schizophrenia: relation to antipsychotic medication dose, actual cognitive performance, insight and symptoms. PLoS ONE 8, e83774.Google Scholar
Silver, H, Feldman, P, Bilker, W and Gur, RC (2003) Working memory deficit as a core neuropsychological dysfunction in schizophrenia. American Journal of Psychiatry 160, 18091816.Google Scholar
Simmons, JP, Nelson, LD and Simonsohn, U (2011) False-positive psychology: undisclosed flexibility in data collection and analysis allows presenting anything as significant. Psychological Science 22, 13591366.Google Scholar
Surti, TS, Corbera, S, Bell, MD and Wexler, BE (2011) Successful computer-based visual training specifically predicts visual memory enhancement over verbal memory improvement in schizophrenia. Schizophrenia Research 132, 131134.Google Scholar
Swanson, HL, Orosco, MJ and Lussier, C (2014) Does cognitive strategy training on word problems compensate for working memory capacity in children with math difficulties? Journal of Educational Psychology 106, 831848.Google Scholar
Urbanek, T and Vladimir, M (2016) Investigating the effectiveness of working memory training in the context of Personality Systems Interaction theory. Psychological Research 80, 877888.Google Scholar
Vinogradov, S, Fisher, M and De Villers-Sidani, E (2012) Cognitive training for impaired neural systems in neuropsychiatric illness. Neuropsychopharmacology 37, 4376.Google Scholar
Wykes, T, Huddy, V, Cellard, C, McGurk, SR and Czobor, P (2011) A meta-analysis of cognitive remediation for schizophrenia: methodology and effect sizes. American Journal of Psychiatry 168, 472485.Google Scholar
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