Practice-Related Optimization of Dual-Task Performance: Efficient Task Instantiation During Overlapping Task Processing

We compared the effects of extended dual-task practice in a task situation of the psychological refractory period (PRP) type with the effects of single-task practice. The experiments tested the assumption that performance of Task 2 in the PRP task improves more rapidly with dual-task practice than with single-task practice, which points to a preponed instantiation of Task 2 during dual-task processing in working memory and to the acquisition of dual-task coordination skills. Experiments 1 and 2 showed that such dual-task coordination skills can be acquired under conditions of less-complex tasks with no more than four stimulus–response mappings in Task 2, independently on the compatibility of the mappings. Experiment 3 showed no evidence for the acquisition of dual-task coordination skills under condition of eight stimulus–response mappings in Task 2. This indicates that the working memory load exposed by the number of stimulus–response mappings is a critical parameter limiting the degree to which participants can prepone the conjoint instantiation of two task sets during dual-task processing. The findings specify a model assuming the conjoint and efficient initiation of task sets in working memory as a result of extended dual-task practice.

[1]  Torsten Schubert,et al.  The central attentional limitation and executive control. , 2008, Frontiers in bioscience : a journal and virtual library.

[2]  T. Schubert,et al.  Video game experience and optimized executive control skills—On false positives and false negatives: Reply to Boot and Simons (2012) , 2012 .

[3]  L. Hasher,et al.  Automatic and effortful processes in memory. , 1979 .

[4]  Torsten Schubert,et al.  Practice-related optimization and transfer of executive functions: a general review and a specific realization of their mechanisms in dual tasks , 2014, Psychological Research.

[5]  Harold Pashler,et al.  Effects of practice on task architecture: Combined evidence from interference experiments and random-walk models of decision making , 2011, Cognition.

[6]  John F. Larish,et al.  Training for attentional control in dual task settings: A comparison of young and old adults , 1995 .

[7]  J. C. Johnston,et al.  Why practice reduces dual-task interference. , 2001, Journal of experimental psychology. Human perception and performance.

[8]  Arthur F Kramer,et al.  Testing the limits of cognitive plasticity in older adults: application to attentional control. , 2006, Acta psychologica.

[9]  R. Shiffrin,et al.  Controlled and automatic human information processing: I , 1977 .

[10]  Torsten Schubert,et al.  Testing the Limits of Optimizing Dual-Task Performance in Younger and Older Adults , 2012, Front. Hum. Neurosci..

[11]  H. Pashler,et al.  The specificity of learned parallelism in dual-memory retrieval , 2014, Memory & cognition.

[12]  D. Navon,et al.  Queuing or Sharing? A Critical Evaluation of the Single-Bottleneck Notion , 2002, Cognitive Psychology.

[13]  R avid Ell Working memory involvement in dual-task performance: Evidence from the backward compatibility effect , 2008 .

[14]  N. Lavie Distracted and confused?: Selective attention under load , 2005, Trends in Cognitive Sciences.

[15]  E. Spelke,et al.  Dividing Attention Without Alternation or Automaticity , 1980 .

[16]  Richard P. DeShon,et al.  Combining effect size estimates in meta-analysis with repeated measures and independent-groups designs. , 2002, Psychological methods.

[17]  Edgar Erdfelder,et al.  G*Power 3: A flexible statistical power analysis program for the social, behavioral, and biomedical sciences , 2007, Behavior research methods.

[18]  François Maquestiaux,et al.  Can practice overcome age-related differences in the psychological refractory period effect? , 2004, Psychology and aging.

[19]  Torsten Schubert,et al.  Processing differences between simple and choice reactions affect bottleneck localization in overlapping tasks , 1999 .

[20]  I. Koch,et al.  Crossmodal action selection: Evidence from dual-task compatibility , 2010, Memory & cognition.

[21]  J. C. Johnston,et al.  Chronometric Evidence for Central Postponement in Temporally Overlapping Tasks , 2003 .

[22]  J. C. Johnston,et al.  How does practice reduce dual-task interference: Integration, automatization, or just stage-shortening? , 2006, Psychological research.

[23]  S. Hochstein,et al.  Attentional Demands Following Perceptual Skill Training , 2001, Psychological science.

[24]  Jennifer M. Glass,et al.  Virtually Perfect Time Sharing in Dual-Task Performance: Uncorking the Central Cognitive Bottleneck , 2001, Psychological science.

[25]  E. Ruthruff,et al.  Learning to bypass the central bottleneck: declining automaticity with advancing age. , 2010, Psychology and aging.

[26]  Rolf Ulrich,et al.  On the optimality of serial and parallel processing in the psychological refractory period paradigm: Effects of the distribution of stimulus onset asynchronies , 2009, Cognitive Psychology.

[27]  Timothy C Rickard,et al.  Practice effects on two memory retrievals from a single cue. , 2003, Journal of experimental psychology. Learning, memory, and cognition.

[28]  H. Pashler Dual-task interference in simple tasks: data and theory. , 1994, Psychological bulletin.

[29]  Torsten Schubert,et al.  Investigation on the improvement and transfer of dual-task coordination skills , 2012, Psychological research.

[30]  Klaus Oberauer,et al.  Simultaneous cognitive operations in working memory after dual-task practice. , 2004, Journal of experimental psychology. Human perception and performance.

[31]  A. Kramer,et al.  Transfer Effects in Task-Set Cost and Dual-Task Cost After Dual-Task Training in Older and Younger Adults: Further Evidence for Cognitive Plasticity in Attentional Control in Late Adulthood , 2008, Experimental aging research.

[32]  Walter Schneider,et al.  Controlled and automatic human information processing: II. Perceptual learning, automatic attending and a general theory. , 1977 .

[33]  R. D. Gordon,et al.  Executive control of visual attention in dual-task situations. , 2001, Psychological review.

[34]  Ritske de Jong,et al.  THE ROLE OF PREPARATION IN OVERLAPPING-TASK PERFORMANCE , 1995 .

[35]  Christopher D. Wickens,et al.  The identification and transfer of timesharing skills , 1980 .

[36]  H. Müller,et al.  Evidence for the acquisition of dual-task coordination skills in older adults. , 2015, Acta psychologica.

[37]  S. Belleville,et al.  Identifying training modalities to improve multitasking in older adults , 2014, AGE.

[38]  E Ruthruff,et al.  Can practice eliminate the psychological refractory period effect? , 1999, Journal of experimental psychology. Human perception and performance.

[39]  Scott Watter,et al.  PRP training shows Task1 response selection is the locus of the backward response compatibility effect , 2015, Psychonomic bulletin & review.

[40]  J. C. Johnston,et al.  Vanishing dual-task interference after practice: has the bottleneck been eliminated or is it merely latent? , 2003, Journal of experimental psychology. Human perception and performance.

[41]  David E. Kieras,et al.  A computational theory of executive cognitive processes and multiple-task performance: Part 2. Accounts of psychological refractory-period phenomena. , 1997 .

[42]  Hillary D. Schwarb,et al.  Parallel response selection disrupts sequence learning under dual-task conditions. , 2009, Journal of experimental psychology. General.

[43]  F. Tong,et al.  Training Improves Multitasking Performance by Increasing the Speed of Information Processing in Human Prefrontal Cortex , 2009, Neuron.

[44]  Torsten Schubert,et al.  Effects of extensive dual-task practice on processing stages in simultaneous choice tasks , 2013, Attention, perception & psychophysics.

[45]  H. Müller,et al.  Age- and practice-related influences on dual-task costs and compensation mechanisms under optimal conditions of dual-task performance , 2012, Neuropsychology, development, and cognition. Section B, Aging, neuropsychology and cognition.

[46]  G. Band,et al.  Reconfiguration and the bottleneck: Does task switching affect the refractory period effect? , 2006 .

[47]  Robert Borger,et al.  The Refractory Period and Serial Choice-reactions , 1963 .

[48]  Torsten Schubert,et al.  Modulation of executive control in dual tasks with transcranial direct current stimulation (tDCS) , 2015, Neuropsychologia.

[49]  Christina B Reimer,et al.  The impact of free-order and sequential-order instructions on task-order regulation in dual tasks , 2018, Psychological research.

[50]  R. Kliegl,et al.  Age differences in dual-task performance after practice. , 2007, Psychology and aging.

[51]  D. V. von Cramon,et al.  Localization of Executive Functions in Dual-Task Performance with fMRI , 2002, Journal of Cognitive Neuroscience.

[52]  Nelson Cowan,et al.  Metatheory of storage capacity limits , 2001, Behavioral and Brain Sciences.

[53]  H. Pashler,et al.  Procedural learning. I, Locus of practice effects in speeded choice tasks , 1991 .

[54]  A. D. Fisk,et al.  Memory as a function of attention, level of processing, and automatization. , 1984, Journal of experimental psychology. Learning, memory, and cognition.

[55]  Pierre Jolicoeur,et al.  Virtually no evidence for virtually perfect time-sharing. , 2004, Journal of experimental psychology. Human perception and performance.

[56]  Eliot Hazeltine,et al.  Simultaneous dual-task performance reveals parallel response selection after practice. , 2002, Journal of experimental psychology. Human perception and performance.

[57]  Roy Luria,et al.  Increased Control Demand Results in Serial Processing , 2005, Psychological science.

[58]  R. C. Oldfield The assessment and analysis of handedness: the Edinburgh inventory. , 1971, Neuropsychologia.

[59]  Andrew R. A. Conway,et al.  On the capacity of attention: Its estimation and its role in working memory and cognitive aptitudes , 2005, Cognitive Psychology.

[60]  B. Hommel Automatic stimulus-response translation in dual-task performance. , 1998, Journal of experimental psychology. Human perception and performance.

[61]  J. Townsend,et al.  A theory of interactive parallel processing: new capacity measures and predictions for a response time inequality series. , 2004, Psychological review.

[62]  T. Schubert,et al.  Does Initial Performance Variability Predict Dual-Task Optimization with Practice in Younger and Older Adults? , 2015, Experimental aging research.

[63]  R. Proctor,et al.  Task switching and response correspondence in the psychological refractory period paradigm. , 2003, Journal of experimental psychology. Human perception and performance.

[64]  Torsten Schubert,et al.  Transferability of Dual-Task Coordination Skills after Practice with Changing Component Tasks , 2017, Front. Psychol..

[65]  G. A. Miller THE PSYCHOLOGICAL REVIEW THE MAGICAL NUMBER SEVEN, PLUS OR MINUS TWO: SOME LIMITS ON OUR CAPACITY FOR PROCESSING INFORMATION 1 , 1956 .

[66]  Scott Watter Parallel Response Selection in Dual -Tasks , 2003 .

[67]  Rolf Ulrich,et al.  Bimanual Response Grouping in Dual-Task Paradigms , 2008, Quarterly journal of experimental psychology.

[68]  Ritske De Jong,et al.  The Role of Preparation in Overlapping-task Performance , 1995, The Quarterly journal of experimental psychology. A, Human experimental psychology.

[69]  Torsten Schubert,et al.  The effect of task order predictability in audio-visual dual task performance: Just a central capacity limitation? , 2012, Front. Integr. Neurosci..

[70]  T. Schubert,et al.  No Evidence for Task Automatization After Dual-Task Training in Younger and Older Adults , 2017, Psychology and aging.

[71]  Torsten Schubert,et al.  Improved Intertask Coordination after Extensive Dual-Task Practice , 2011, Quarterly journal of experimental psychology.

[72]  Camarin E. Rolle,et al.  Video game training enhances cognitive control in older adults , 2013, Nature.

[73]  P. Jolicoeur,et al.  A central capacity sharing model of dual-task performance. , 2003, Journal of experimental psychology. Human perception and performance.

[74]  N. Lavie Attention, Distraction, and Cognitive Control Under Load , 2010 .

[75]  Torsten Schubert,et al.  Task-order coordination in dual-task performance and the lateral prefrontal cortex: an event-related fMRI study , 2006, Psychological research.

[76]  N. Kanwisher,et al.  Functional Magnetic Resonance Imaging Provides New Constraints on Theories of the Psychological Refractory Period , 2004, Psychological science.

[77]  Rolf Ulrich,et al.  Response grouping in the psychological refractory period (PRP) paradigm: Models and contamination effects , 2008, Cognitive Psychology.

[78]  Eric Ruthruff,et al.  Bypassing the central bottleneck after single-task practice in the psychological refractory period paradigm: Evidence for task automatization and greedy resource recruitment , 2008, Memory & cognition.

[79]  Klaus Oberauer,et al.  Serial and parallel processes in working memory after practice. , 2011, Journal of experimental psychology. Human perception and performance.

[80]  G. Logan Toward an instance theory of automatization. , 1988 .

[81]  A. Hartley,et al.  Age-related differences and similarities in dual-task interference. , 1999, Journal of experimental psychology. General.

[82]  Klaus Oberauer,et al.  Design for a working memory. , 2009 .

[83]  Jacob Cohen,et al.  A power primer. , 1992, Psychological bulletin.