Described results are obtained from the project supported by the National Science Centre in Poland under grant no. 2014/13/B/HS6/03155.

<ol>
	<li>Baddeley, A. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Working+memory:+Looking+back+and+looking+forward.">Working memory: Looking back and looking forward.</a> Nature Reviews Neuroscience. , (2003).</li><li>Au, J. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Improving+fluid+intelligence+with+training+on+working+memory:+a+meta-analysis.">Improving fluid intelligence with training on working memory: a meta-analysis.</a> Psychonomic Bulletin and Review. 22, 366-377 (2015).</li><li>Karbach, J., Verhaeghen, P. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Making+working+memory+work:+A+meta-analysis+of+executive+control+and+working+memory+training+in+younger+and+older+adults.">Making working memory work: A meta-analysis of executive control and working memory training in younger and older adults.</a> Psychological Science. 25, 11-2027 (2014).</li><li>Melby-Lerv&#229;g, M., Hulme, C. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Is+working+memory+training+effective?+A+meta-analytic+review.">Is working memory training effective? A meta-analytic review.</a> Developmental Psychology. , (2013).</li><li>Melby-Lerv&#229;g, M., Redick, T. S., Hulme, C. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Working+Memory+Training+Does+Not+Improve+Performance+on+Measures+of+Intelligence+or+Other+Measures+of+&amp;#34;Far+Transfer&amp;#34;:+Evidence+From+a+Meta-Analytic+Review.">Working Memory Training Does Not Improve Performance on Measures of Intelligence or Other Measures of &amp;#34;Far Transfer&amp;#34;: Evidence From a Meta-Analytic Review.</a> Perspectives on Psychological Science. , (2016).</li><li>Schwaighofer, M., Fischer, F., B&#252;hner, M. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Does+Working+Memory+Training+Transfer?+A+Meta-Analysis+Including+Training+Conditions+as+Moderators.">Does Working Memory Training Transfer? A Meta-Analysis Including Training Conditions as Moderators.</a> Educational Psychologist. , (2015).</li><li>Soveri, A., Antfolk, J., Karlsson, L., Salo, B., Laine, M. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Working+memory+training+revisited:+A+multi-level+meta-analysis+of+n-back+training+studies.">Working memory training revisited: A multi-level meta-analysis of n-back training studies.</a> Psychonomic Bulletin and Review. , (2017).</li><li>Au, J., Buschkuehl, M., Duncan, G. J., Jaeggi, S. M. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=There+is+no+convincing+evidence+that+working+memory+training+is+NOT+effective:+A+reply+to+Melby-Lerv&#229;g+and+Hulme+(2015).">There is no convincing evidence that working memory training is NOT effective: A reply to Melby-Lerv&#229;g and Hulme (2015).</a> Psychonomic Bulletin and Review. , (2016).</li><li>Dougherty, M. R., Hamovitz, T., Tidwell, J. W. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Reevaluating+the+effectiveness+of+n-back+training+on+transfer+through+the+Bayesian+lens:+Support+for+the+null.">Reevaluating the effectiveness of n-back training on transfer through the Bayesian lens: Support for the null.</a> Psychonomic Bulletin and Review. , (2016).</li><li>L&#246;vd&#233;n, M., B&#228;ckman, L., Lindenberger, U., Schaefer, S., Schmiedek, F. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=.">.</a> A Theoretical Framework for the Study of Adult Cognitive Plasticity. , (2010).</li><li>Shinaver, C. S., Entwistle, P. C., S&#246;derqvist, S. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Cogmed+WM+Training:+Reviewing+the+Reviews.">Cogmed WM Training: Reviewing the Reviews.</a> Applied Neuropsychology: Child. , (2014).</li><li>Shipstead, Z., Redick, T. S., Engle, R. W. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Does+working+memory+training+generalize?.">Does working memory training generalize?.</a> Psychologica Belgica. , (2010).</li><li>Shipstead, Z., Redick, T. S., Engle, R. W. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Is+working+memory+training+effective?.">Is working memory training effective?.</a> Psychological Bulletin. 138 (4), 628-654 (2012).</li><li>Weicker, J., Villringer, A., Th&#246;ne-Otto, A. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Can+impaired+working+memory+functioning+be+improved+by+training?+A+meta-analysis+with+a+special+focus+on+brain+injured+patients.">Can impaired working memory functioning be improved by training? A meta-analysis with a special focus on brain injured patients.</a> Neuropsychology. , (2016).</li><li>Brehmer, Y., Westerberg, H., B&#228;ckman, L. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Working-memory+training+in+younger+and+older+adults:+Training+gains,+transfer,+and+maintenance.">Working-memory training in younger and older adults: Training gains, transfer, and maintenance.</a> Frontiers in Human Neuroscience. , (2012).</li><li>Dahlin, E., Neely, A. S., Larsson, A., B&#228;ckman, L., Nyberg, L. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=.">.</a> Transfer of learning after updating training mediated by the striatum. , (2008).</li><li>Dorbath, L., Hasselhorn, M., Titz, C. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Aging+and+executive+functioning:+A+training+study+on+focus-switching.">Aging and executive functioning: A training study on focus-switching.</a> Frontiers in Psychology. , (2011).</li><li>Heinzel, S. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Working+memory+training+improvements+and+gains+in+non-trained+cognitive+tasks+in+young+and+older+adults.">Working memory training improvements and gains in non-trained cognitive tasks in young and older adults.</a> Aging, Neuropsychology, and Cognition. , (2014).</li><li>Schmiedek, F., L&#246;vd&#233;n, M., Lindenberger, U. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Hundred+days+of+cognitive+training+enhance+broad+cognitive+abilities+in+adulthood:+Findings+from+the+COGITO+study.">Hundred days of cognitive training enhance broad cognitive abilities in adulthood: Findings from the COGITO study.</a> Frontiers in Aging Neuroscience. , (2010).</li><li>Zinke, K. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Working+memory+training+and+transfer+in+older+adults:+Effects+of+age,+baseline+performance,+and+training+gains.">Working memory training and transfer in older adults: Effects of age, baseline performance, and training gains.</a> Developmental Psychology. 50 (1), 304-315 (2014).</li><li>B&#252;rki, C. N., Ludwig, C., Chicherio, C., de Ribaupierre, A. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Individual+differences+in+cognitive+plasticity:+an+investigation+of+training+curves+in+younger+and+older+adults.">Individual differences in cognitive plasticity: an investigation of training curves in younger and older adults.</a> Psychological Research. , (2014).</li><li>Li, S. C. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Working+Memory+Plasticity+in+Old+Age:+Practice+Gain,+Transfer,+and+Maintenance+.">Working Memory Plasticity in Old Age: Practice Gain, Transfer, and Maintenance .</a> Psychology and Aging. , (2008).</li><li>Richmond, L. L., Morrison, A. B., Chein, J. M., Olson, I. R. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Working+memory+training+and+transfer+in+older+adults.">Working memory training and transfer in older adults.</a> Psychology and Aging. 26 (4), 813-822 (2011).</li><li>von Bastian, C. C., Oberauer, K. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Effects+and+mechanisms+of+working+memory+training:+a+review.">Effects and mechanisms of working memory training: a review.</a> Psychological Research. 78 (6), 803-820 (2014).</li><li>Zaj&#261;c-Lamparska, L., Trempa&#322;a, J. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Effects+of+working+memory+and+attentional+control+training+and+their+transfer+onto+fluid+intelligence+in+early+and+late+adulthood.">Effects of working memory and attentional control training and their transfer onto fluid intelligence in early and late adulthood.</a> Health Psychology Report. 4 (1), 41-53 (2016).</li><li>Verhaeghen, P., Marcoen, A. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=On+the+mechanisms+of+plasticity+in+young+and+older+adults+after+instruction+in+the+method+of+loci:+Evidence+for+an+amplification+model.">On the mechanisms of plasticity in young and older adults after instruction in the method of loci: Evidence for an amplification model.</a> Psychology and Aging. , (1996).</li><li>Borella, E., Carbone, E., Pastore, M., De Beni, R., Carretti, B. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Working+memory+training+for+healthy+older+adults:+The+role+of+individual+characteristics+in+explaining+short-+and+long-term+gains.">Working memory training for healthy older adults: The role of individual characteristics in explaining short- and long-term gains.</a> Frontiers in Human Neuroscience. , (2017).</li><li>Bakermans-Kranenburg, M. J., Van Uzendoorn, M. H., Bradley, R. H. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Those+who+have,+receive:+The+matthew+effect+in+early+childhood+intervention+in+the+home+environment.">Those who have, receive: The matthew effect in early childhood intervention in the home environment.</a> Review of Educational Research. , (2005).</li><li>Foster, J. L. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Do+the+effects+of+working+memory+training+depend+on+baseline+ability+level?.">Do the effects of working memory training depend on baseline ability level?.</a> Journal of Experimental Psychology: Learning Memory and Cognition. 43 (11), 1677-1689 (2017).</li><li>Kliegel, M., B&#252;rki, C. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Memory+training+interventions+require+a+tailor-made+approach:+Commentary+on+McDaniel+and+Bugg.">Memory training interventions require a tailor-made approach: Commentary on McDaniel and Bugg.</a> Journal of Applied Research in Memory and Cognition. , (2012).</li><li>Sternberg, S. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Memory-scanning:+mental+processes+revealed+by+reaction-time+experiments.">Memory-scanning: mental processes revealed by reaction-time experiments.</a> American Scientist. , (1969).</li><li>Folstein, M. F., Folstein, S. E., McHugh, P. R. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Mini-mental+status.+A+practical+method+for+grading+the+cognitive+state+of+patients+for+the+clinician.">Mini-mental status. A practical method for grading the cognitive state of patients for the clinician.</a> Journal of Psychiatric Research. 12 (3), 189-198 (1975).</li><li>Jaeggi, S. M., Buschkuehl, M., Jonides, J., Perrig, W. J. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Improving+fluid+intelligence+with+training+on+working+memory.">Improving fluid intelligence with training on working memory.</a> Proceedings of the National Academy of Sciences of the United States of America. , (2008).</li><li>Bolger, N., Laurenceau, J. P. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=.">.</a> Methodology in the Social Sciences. , (2013).</li><li>Kwok, O. M. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Analyzing+Longitudinal+Data+With+Multilevel+Models:+An+Example+With+Individuals+Living+With+Lower+Extremity+Intra-Articular+Fractures.">Analyzing Longitudinal Data With Multilevel Models: An Example With Individuals Living With Lower Extremity Intra-Articular Fractures.</a> Rehabilitation Psychology. , (2008).</li><li>Bissig, D., Lustig, C. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Who+benefits+from+memory+training?.">Who benefits from memory training?.</a> Psychological Science. , (2007).</li><li>Borella, E., Carretti, B., Riboldi, F., De Beni, R. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Working+Memory+Training+in+Older+Adults:+Evidence+of+Transfer+and+Maintenance+Effects.">Working Memory Training in Older Adults: Evidence of Transfer and Maintenance Effects.</a> Psychology and Aging. , (2010).</li><li>Kraemer, K. R., Enam, T., McDonough, I. M. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Cognitive+reserve+moderates+older+adults'+memory+errors+in+an+autobiographical+reality+monitoring+task.">Cognitive reserve moderates older adults' memory errors in an autobiographical reality monitoring task.</a> Psychology and Neuroscience. , (2019).</li><li>L&#243;pez-Higes, R. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Efficacy+of+cognitive+training+in+older+adults+with+and+without+subjective+cognitive+decline+is+associated+with+inhibition+efficiency+and+working+memory+span,+not+with+cognitive+reserve.">Efficacy of cognitive training in older adults with and without subjective cognitive decline is associated with inhibition efficiency and working memory span, not with cognitive reserve.</a> Frontiers in Aging Neuroscience. , (2018).</li><li>Mill, J. S. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=.">.</a> A system of logic, ratiocinative and inductive: Being a connected view of the principles of evidence, and the methods of scientific investigation. 1, (1875).</li><li>Redick, T. S. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Working+memory+training+and+interpreting+interactions+in+intelligence+interventions.">Working memory training and interpreting interactions in intelligence interventions.</a> Intelligence. , (2015).</li><li>Guiney, H., Machado, L. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Volunteering+in+the+Community:+Potential+Benefits+for+Cognitive+Aging.">Volunteering in the Community: Potential Benefits for Cognitive Aging.</a> Journals of Gerontology - Series B Psychological Sciences and Social Sciences. , (2018).</li><li>Proulx, C. M., Curl, A. L., Ermer, A. E. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Longitudinal+Associations+between+Formal+Volunteering+and+Cognitive+Functioning.">Longitudinal Associations between Formal Volunteering and Cognitive Functioning.</a> Journals of Gerontology - Series B Psychological Sciences and Social Sciences. , (2018).</li><li>Matysiak, O., Kroemeke, A., Brzezicka, A. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Working+Memory+Capacity+as+a+Predictor+of+Cognitive+Training+Efficacy+in+the+Elderly+Population.">Working Memory Capacity as a Predictor of Cognitive Training Efficacy in the Elderly Population.</a> Frontiers in Aging Neuroscience. 11, 126 (2019).</li></ol>

The authors have nothing to disclose.

In the study presented here, we have investigated whether older adults could benefit from working memory training and if it is connected to the initial level of their basic cognition. We used an n-back task as an experimental intervention and working memory capacity (measured with the OSPAN task) was the method to probe participants&#39; initial level of intellectual functioning. We had two critical steps in the protocol. The first and most important was the assessment of the initial WM level. The second was the careful ...

In many cognitive trainings studies, the dual n-back task is used as a method of working memory (WM) training. WM is a common target of cognitive interventions because of its importance for other, higher level intellectual functions1. However, the effectiveness of such training and its potential for creating a more general improvement in cognition, has been highly debated (for meta-analysis, see2,3,4,5,6,7,14 and for reviews, see4,8,9,10,11,12,13). While some researchers claim that &#39;&#39;&#8230; there was no convincing evidence of the generalization of working memory training to other skills&#39;&#39;4, others present meta-analytical data, which show highly significant effects of WM training2,3,5,6,11. The separate problem is the effectiveness of WM in the elderly population. Several WM training studies reported greater benefits in younger adults compared to older adults15,16,17,18,19,20, whereas others show that similar effects can be observed in both age groups21,22,23,24,25.
Various elements are believed to forecast the benefits of memory training26. Some of those factors appears to be potential moderators of WM training effectiveness21. Mental capacity, being described as the baseline cognitive capacity or general cognitive resource, seems to be one of the strongest choices for this position. In order to assess the role of the initial intellectual level, we put a special emphasis (the method described here) on the measurement of the cognitive capacity before applying a training regimen. It was dictated by the data showing that participants, who are characterized by higher cognitive capacity at the beginning of the training, achieved substantially better training outcomes compared to those with lower levels of initial cognitive functionning27. A similar phenomenon is observed in educational research, where it is referred to as the Matthew effect28, an observation that people with initially better skill improve even more when compared to those with preliminary lower level of ability in question.
It is thought-provoking, though, that not so many reports have been published on this topic21,29. Moreover, even substantial individual differences, especially when it comes to the elderly population, are often left unattended during data analysis and interpretation30. In the present study, we examine the impact of the initial level of working memory capacity on WM training success in the group of healthy older adults. In order to maintain every element of the training regimens as similar as possible between experimental and control groups, we employed an active control group design. Therefore, the training content (WM versus semantic memory) remained the one crucial factor determining the expected difference in the training results. Both groups performed computerized, home-based trainings. Members of the experimental group were assigned to an adaptive dual n-back training program and an active control group trained with a task based on a semantic memory quiz. New in the approach here is the emphasis on the initial evaluation of the participants&#39; cognitive level by assessing their working memory capacity (WMC). Additionally, the method of assessing the initial WMC level we present in this article has proven to be an effective tool in distinguishing between people who will and will not be successful during subsequent working memory training. We have previously described and published results from this study44. Therefore, in this article we are focusing on a detailed description of the protocol we used.

<table><tbody><tr><td>GEx</td><td>n/a</td><td>authorial online platform:&lt;br/&gt; used for N-back training, Quiz</td><td></td></tr><tr><td>IBM SPSS Statistics 26.0</td><td>IBM Corporation</td><td>SPSS software was used to compute statistical analysis.</td><td></td></tr><tr><td>Inquisit version 4.0.8.0</td><td>Millisecond Software</td><td>software: tool for designing and administering experiments&lt;br/&gt; used for: The Sternberg Task, The Linear Syllogism Task and presenting the instructions for baseline EEG recording</td><td></td></tr><tr><td>MATLAB R2018b</td><td>The MathWorks, Inc</td><td>MATLAB software was used to compute statistics and to export databases and&amp;nbsp; visualisation of the results</td><td></td></tr><tr><td>PsychoPy version 2 v.1.83.04</td><td>Jonathan Peirce; supported by University of Nottingham</td><td>open-source software&lt;br/&gt; used for: Go/no Go Task, The Switching Task, Running Memory Span Taskckage based on Python</td><td></td></tr><tr><td>Sublime Text (version 2.0.2)</td><td>n/a</td><td>open-source software: HTML editor&lt;br/&gt; used for: online OSPAN Task</td><td></td></tr></tbody></table>

working memory training for older participants: a control group training regimen and initial intellectual functioning assessment

The efficacy of cognitive training interventions is recently highly debated. There is no consensus on what kind of training regimen is the most effective. Also, individual characteristics as predictors of training outcome are still being investigated. In this article, we show the attempt to address this issue by examining not only the impact of working memory (WM) training on cognitive effectiveness in older adults but also the influence of the initial WM capacity (WMC) on the training&#39;s outcome. We describe in detail how to perform 5 weeks of an adaptive dual n-back training with an active control group (memory quiz). We are focusing here on technical aspects of the training as well as on the initial assessment of participants&#39; WMC. The evaluation of pre and post training performance of other cognitive dimensions was based on the results of tests of memory updating, inhibition, attention shifting, short-term memory (STM) and reasoning. We have found that the initial level of WMC predicts the efficiency of the n-back training intervention. We have also noticed the post training improvement in almost all aspects of cognitive functioning we measured, but those effects were mostly intervention independent.

Training-related effects
85 subjects participated in the study (29 were male) and they were on average 66.7 years old. Due to technical problems, data from one participant in the n-back training group was not recorded. Finally, the data from 43 participants in n-back training group and 42 in Quiz training group were analyzed. Multivariate analysis of variance (MANOVA) with repeated measures was used to analyze t...

Watch this Scientific Journal Video about Working Memory Training for Older Participants: A Control Group Training Regimen and Initial Intellectual Functioning Assessment at JoVE.com

Working Memory Training for Older Participants: A Control Group Training Regimen and Initial Intellectual Functioning Assessment

A cognitive training intervention in elderly population together with the assessment of the pre training cognitive abilities is presented. We show two versions of training - experimental and active control - and demonstrate their effects on the array of cognitive tests.

The efficacy of cognitive training interventions is recently highly debated. There is no consensus on what kind of training regimen is the most effective. ...

working-memory-training-for-older-participants-control-group-training

Research

JoVE Journal

Behavior

4.5K Views.  SWPS University of Social Sciences and Humanities. A cognitive training intervention in elderly population together with the assessment of the pre training cognitive abilities is presented. We show two versions of training - experimental and active control - and demonstrate their effects on the array of cognitive tests.

Video: Working Memory Training for Older Participants: A Control Group Training Regimen and Initial Intellectual Functioning Assessment

Assessment of Age-related Changes in Cognitive Functions Using EmoCogMeter, a Novel Tablet-computer Based Approach

The main goal of this study was to assess the usability of a tablet-computer-based application (EmoCogMeter) in investigating the effects of age on cognitive functions across the lifespan in a sample of 378 healthy subjects (age range 18-89 years). Consistent with previous findings we found an age-related cognitive decline across a wide range of neuropsychological domains (memory, attention, executive functions), thereby proving the usability of our tablet-based application. Regardless of prior computer experience, subjects of all age groups were able to perform the tasks without instruction or feedback from an experimenter. Increased motivation and compliance proved to be beneficial for task performance, thereby potentially increasing the validity of the results. Our promising findings underline the great clinical and practical potential of a tablet-based application for detection and monitoring of cognitive dysfunction.

We tested the usability of a tablet-computer-based application (EmoCogMeter) in investigating the effects of age on cognition. Results show an age-related cognitive decline, thereby proving the usability of our application. Findings underline the great clinical and practical potential of a tablet-based application for detection and monitoring of cognitive dysfunction.

The main goal of this study was to assess the usability of a tablet-computer-based application (EmoCogMeter) in investigating the effects of age on ...

A Method for Investigating Age-related Differences in the Functional Connectivity of Cognitive Control Networks Associated with Dimensional Change Card Sort Performance

The ability to adjust behavior to sudden changes in the environment develops gradually in childhood and adolescence. For example, in the Dimensional Change Card Sort task, participants switch from sorting cards one way, such as shape, to sorting them a different way, such as color. Adjusting behavior in this way exacts a small performance cost, or switch cost, such that responses are typically slower and more error-prone on switch trials in which the sorting rule changes as compared to repeat trials in which the sorting rule remains the same. The ability to flexibly adjust behavior is often said to develop gradually, in part because behavioral costs such as switch costs typically decrease with increasing age. Why aspects of higher-order cognition, such as behavioral flexibility, develop so gradually remains an open question. One hypothesis is that these changes occur in association with functional changes in broad-scale cognitive control networks. On this view, complex mental operations, such as switching, involve rapid interactions between several distributed brain regions, including those that update and maintain task rules, re-orient attention, and select behaviors. With development, functional connections between these regions strengthen, leading to faster and more efficient switching operations. The current video describes a method of testing this hypothesis through the collection and multivariate analysis of fMRI data from participants of different ages.

This video presents a method of examining age-related changes in functional connectivity of cognitive control networks engaged by targeted tasks/processes. The technique is based on multi-variate analysis of fMRI data.

The ability to adjust behavior to sudden changes in the environment develops gradually in childhood and adolescence. For example, in the Dimensional ...

A Cognitive Paradigm to Investigate Interference in Working Memory by Distractions and Interruptions

Goal-directed behavior is often impaired by interference from the external environment, either in the form of distraction by irrelevant information that one attempts to ignore, or by interrupting information that demands attention as part of another (secondary) task goal. Both forms of external interference have been shown to detrimentally impact the ability to maintain information in working memory (WM). Emerging evidence suggests that these different types of external interference exert different effects on behavior and may be mediated by distinct neural mechanisms. Better characterizing the distinct neuro-behavioral impact of irrelevant distractions versus attended interruptions is essential for advancing an understanding of top-down attention, resolution of external interference, and how these abilities become degraded in healthy aging and in neuropsychiatric conditions. This manuscript describes a novel cognitive paradigm developed the Gazzaley lab that has now been modified into several distinct versions used to elucidate behavioral and neural correlates of interference, by to-be-ignored distractors versus to-be-attended interruptors. Details are provided on variants of this paradigm for investigating interference in visual and auditory modalities, at multiple levels of stimulus complexity, and with experimental timing optimized for electroencephalography (EEG) or functional magnetic resonance imaging (fMRI) studies. In addition, data from younger and older adult participants obtained using this paradigm is reviewed and discussed in the context of its relationship with the broader literatures on external interference and age-related neuro-behavioral changes in resolving interference in working memory.

A novel cognitive paradigm is developed to elucidate behavioral and neural correlates of interference by to-be-ignored distractors versus interference by to-be-attended interruptors during a working memory task. In this manuscript, several variants of this paradigm are detailed, and data obtained with this paradigm in younger/older adult participants is reviewed.

Goal-directed behavior is often impaired by interference from the external environment, either in the form of distraction by irrelevant information that ...

The 4 Mountains Test: A Short Test of Spatial Memory with High Sensitivity for the Diagnosis of Pre-dementia Alzheimer's Disease

This protocol describes the administration of the 4 Mountains Test (4MT), a short test of spatial memory, in which memory for the topographical layout of four mountains within a computer-generated landscape is tested using a delayed match-to-sample paradigm. Allocentric spatial memory is assessed by altering the viewpoint, colors and textures between the initially presented and target images.
Allocentric spatial memory is a key function of the hippocampus, one of the earliest brain regions to be affected in Alzheimer&#39;s disease (AD) and impairment of hippocampal function predates the onset of dementia. It was hypothesized that performance on the 4MT would aid the diagnosis of predementia AD, which manifests clinically as Mild Cognitive Impairment (MCI).
The 4MT was applied to patients with MCI, stratified further based on cerebrospinal fluid (CSF) AD biomarker status (10 MCI biomarker positive, 9 MCI biomarker negative), and with mild AD dementia, as well as healthy controls. Comparator tests included tests of episodic memory and attention widely accepted as sensitive measures of early AD. Behavioral data were correlated with quantitative MRI measures of the hippocampus, precuneus and posterior cingulate gyrus.
4MT scores were significantly different between the two MCI groups (p = 0.001), with a test score of &#8804;8/15 associated with 100% sensitivity and 78% specificity for the classification of MCI with positive AD biomarkers, i.e., predementia AD. 4MT test scores correlated with hippocampal volume (r = 0.42) and cortical thickness of the precuneus (r = 0.55).
In conclusion, the 4MT is effective in identifying the early stages of AD. The short duration, easy application and scoring, and favorable psychometric properties of the 4MT fulfil the need for a simple but accurate diagnostic test for predementia AD.

This article describes the 4 Mountains Test (4MT), a hippocampus-dependent test of working allocentric spatial memory. The hippocampus is affected early in Alzheimer's disease (AD) and this article outlines the 4MT methodology and results of patient testing, which demonstrates the value of the 4MT in the diagnosis of pre-dementia AD.

This protocol describes the administration of the 4 Mountains Test (4MT), a short test of spatial memory, in which memory for the topographical layout of ...

Assessing Working Memory in Children: The Comprehensive Assessment Battery for Children &#8211; Working Memory (CABC-WM)

The Comprehensive Assessment Battery for Children - Working Memory (CABC-WM) is a computer-based battery designed to assess different components of working memory in young school-age children. Working memory deficits have been identified in children with language-based learning disabilities, including dyslexia1,2 and language impairment3,4, but it is not clear whether these children exhibit deficits in subcomponents of working memory, such as visuospatial or phonological working memory. The CABC-WM is administered on a desktop computer with a touchscreen interface and was specifically developed to be engaging and motivating for children. Although the long-term goal of the CABC-WM is to provide individualized working memory profiles in children, the present study focuses on the initial success and utility of the CABC-WM for measuring central executive, visuospatial, phonological loop, and binding constructs in children with typical development. Immediate next steps are to administer the CABC-WM to children with specific language impairment, dyslexia, and comorbid specific language impairment and dyslexia.

Working memory predicts a significant amount of variance for a variety of cognitive tasks, including speaking, reading, and writing. However, few tools are available to assess working memory in children. We present an innovative, computer-based battery that comprehensively assesses different components of working memory in school-age children.

The Comprehensive Assessment Battery for Children - Working Memory (CABC-WM) is a computer-based battery designed to assess different components of ...

Lexical Decision Task for Studying Written Word Recognition in Adults with and without Dementia or Mild Cognitive Impairment

Older adults are slower at recognizing visual objects than younger adults. The same is true for recognizing that a letter string is a real word. People with Alzheimer&#39;s disease (AD) or Mild Cognitive Impairment (MCI) demonstrate even longer responses in written word recognition than elderly controls. Despite the general tendency towards slower recognition in aging and neurocognitive disorders, certain characteristics of words influence word recognition speed regardless of age or neuropathology (e.g., a word&#8217;s frequency of use). We present here a protocol for examining the influence of lexical characteristics on word recognition response times in a simple lexical decision experiment administered to younger and older adults and people with MCI or AD. In this experiment, participants are asked to decide as quickly and accurately as possible whether a given letter string is an actual word or not. We also describe mixed-effects models and principal components analysis that can be used to detect the influence of different types of lexical variables or individual characteristics of participants on word recognition speed.

This article describes how to implement a simple lexical decision experiment to assess written word recognition in neurologically healthy participants and in individuals with dementia and cognitive decline. We also provide a detailed description of reaction time analysis using principal components analysis (PCA) and mixed-effects modeling.

Older adults are slower at recognizing visual objects than younger adults. The same is true for recognizing that a letter string is a real word. People ...

Highlighting and Reducing the Impact of Negative Aging Stereotypes During Older Adults' Cognitive Testing

As life expectancy increases, aging has become a major health challenge, resulting in a huge effort to better discriminate between normal and pathological cognitive decline. It is thus essential that cognitive tests and their administration are as fair as possible. However, an important source of bias during cognitive testing comes from negative aging stereotypes that can impair the memory performance of older adults and inflate age differences on cognitive tasks. The fear of confirming negative aging stereotypes creates an extra pressure among older adults which interferes with their intellectual functioning and leads them to perform below their true abilities. Here, we present a protocol that highlights simple but efficient interventions to alleviate this age-based stereotype threat effect. The first study showed that simply informing older participants about the presence of younger participants (threat condition) led older adults to underperform on a standardized memory test compared with younger participants, and that this performance difference was eliminated when the test was presented as age-fair (reduced-threat condition). The second study replicated these findings on short cognitive tests used to screen for predementia in clinical settings and showed that teaching older adults about stereotype threat inoculated them against its effects. These results provide useful recommendations about how to improve older adults' memory assessment both in Iab studies and in clinical settings.

Here, we present a protocol designed to show how negative aging stereotypes can impair memory performance of older adults during cognitive testing and how to reduce this deleterious effect. This method can help older people to perform at an optimal level during testing in both lab studies and clinical settings.

As life expectancy increases, aging has become a major health challenge, resulting in a huge effort to better discriminate between normal and pathological ...

A Computerized Functional Skills Assessment and Training Program Targeting Technology Based Everyday Functional Skills

Today, many functional skills are technology-based, so development of a technology-based training program has broad importance. Here we present a computerized functional skills training program that was paired in half of the participants with a commercially available cognitive training (CCT) program.
Non-impaired older individuals (NC) aged 60+ (n=45) and similarly aged individuals with mild cognitive impairment (MCI; n=50) were randomized to receive 12 weeks of twice-weekly computerized functional skills training (CFST) or 12 weeks of twice-weekly sessions split between CCT and CFST. Skills trained were use of an ATM; internet banking; ticket kiosk; telephone and internet prescription refill; medication management; and internet shopping. As with previous functional capacity assessments, we focus on completion time for each simulation.
51 participants completed the training program, either by mastering all 6 tasks (34) or completing 12 weeks of training. 44 more participants completed 4 or more training sessions so they were also analyzed for improvement up to their last training session. Completion time for all 6 tests significantly improved from the baseline assessment to the final training session in both groups of participants (all p&#60;0.001 with an average improvement in task completion time of 45%). Further, there was no differential improvement in MCI and NC in the 6 tests from baseline to end of training (all t&#60;1.66, all p&#62;0.12). Finally, combined CCT plus CFST did not differ from CSFT alone on any of the percent-change score measures (all t&#60;1.64, all p&#62;0.11).
Both NC and MCI groups evidenced substantial improvements in performance. CCT supplementation led to similar functional gains with half as many training sessions. The NC participants proceeded through the training fairly rapidly even without CCT supplementation; MCI participants required more training but learned equivalently. These findings suggest that even in cases with memory impairments, functional skills can be efficiently learned with training.

This training protocol uses computerized training to teach technology-related everyday functional skills. These skills include financial skills, travel and transit, as well as medication management.

Today, many functional skills are technology-based, so development of a technology-based training program has broad importance. Here we present a ...

Medicine

Anterograde Amnesia

Source: Laboratories of Jonas T. Kaplan and Sarah I. Gimbel&#8212;University of Southern California
Anterograde amnesia is the loss of the ability to form new memories. This can be distinguished from retrograde amnesia, which is the loss of old memories. Anterograde amnesia can result from damage to structures in the brain that are involved in the formation of new memories. Patients who have damage to the structures of the medial temporal lobe, including the hippocampus, amygdala, and the surrounding cortices, often have severe deficits in the formation of certain kinds of memories. These cases can be informative as to how memory is organized in the brain, and how different systems support different kinds of memories. 
In this video, we will test a patient with medial temporal lobe damage on a series of memory tasks designed to distinguish between different forms of memory. First, we will test short-term or working memory, which is the process we use to keep information in mind temporarily. Next, we will test two different forms of long-term memory: explicit and implicit memory. Explicit memories are conscious and easy to verbalize. For example, memories of facts or episodes from our lives are explicit memories. We can easily tell someone what we ate for breakfast, or what city is the capital of France. Implicit memory involves knowledge we gain from experience but that is not easily expressible. For example, knowing how to do things, or becoming habituated to a stimulus are forms of implicit memory. 
These procedures are based in part on studies of the famous patient Henry Molaison, also known by his initials H.M., who had severe anterograde amnesia as a result of a surgery for intractable epilepsy in which parts of both temporal lobes were resected.1 We will perform a test of digit span, which measures short-term memory, a test of paired-associate learning, which measures explicit or declarative memory, and mirror-drawing, a test of implicit skill learning.2

Testing Short- and Long-term Memories in Patients with Brain Injuries

Source: Laboratories of Jonas T. Kaplan and Sarah I. Gimbel&#8212;University of Southern California
Anterograde amnesia is the loss of the ability to form ...

Education

JoVE Science Education

Psychology

Neuropsychology

Measuring Verbal Working Memory Span

Source: Laboratory of Jonathan Flombaum&#8212;Johns Hopkins University

Why is it relatively hard to remember everything on a shopping list if it includes more than just a handful of items? Why is it possible to remember a phone number that one just heard, but not two or three phone numbers at once? Why is it difficult to remember names when several new people are introduced at the same time?
The answer has to do with the fact that over short-durations people rely on a specialized memory system called working memory. Unlike long-term memory, working memory has a very limited capacity. It is there so that information can be kept in mind, studied, manipulated, and then transferred to other memory and cognitive systems. But in order to serve in this active role, it needs to be selective, admitting only limited amounts of information at a time.
Experimental psychologists tend to think that people possess independent working memory systems for different kinds of information, with a major division between verbal and visual information. Each of these systems has an independent capacity limit.
To measure a person&#8217;s verbal working memory capacity limit&#8212;often called, his or her memory span&#8212;experimental psychologists often use a verbal list paradigm.
This video will demonstrate the measurement of verbal working memory span using a verbal list paradigm.

Source: Laboratory of Jonathan Flombaum&#8212;Johns Hopkins University

Why is it relatively hard to remember everything on a shopping list if it includes ...