Working Memory, Fluid Intelligence, and Attention Are Predictors of Multitasking Performance, but Polychronicity and Extraversion Are Not

This study explored predictors of multitasking performance. Based on cognitive psychology research, attention and working memory were assumed to be predictors. Fluid intelligence, polychronicity (as the preference for multitasking and the belief that their preference is the best way to handle things), and Extraversion were argued to be additional predictors. Multitasking performance was measured with the scenario "Simultaneous capacity/Multi-tasking (SIMKAP)" (n = 122). Hierarchical multiple regression analyses revealed that working memory was the most important predictor in addition to attention and fluid intelligence. The latter two constructs contributed significantly to the explained variance, but to a lesser extent. Polychronicity was not a significant predictor, nor was Extraversion. Implications for personnel selection and for time management are discussed.

[1]  D. Meyer,et al.  Executive control of cognitive processes in task switching. , 2001, Journal of experimental psychology. Human perception and performance.

[2]  Norman G. Peterson,et al.  An occupational information system for the 21st century: The development of O*NET. , 1999 .

[3]  Stephen J. Boies,et al.  Components of attention. , 1971 .

[4]  R. Engle Working Memory Capacity as Executive Attention , 2002 .

[5]  Pierluigi Zoccolotti,et al.  Patterns of Attentional Impairment Following Closed Head Injury: A Collaborative European study , 2000, Cortex.

[6]  Allen C. Bluedorn,et al.  Polychronicity and the Inventory of Polychronic Values (IPV): The development of an instrument to measure a fundamental dimension of organizational culture , 1999 .

[7]  Patrick C. Kyllonen,et al.  Reasoning ability is (little more than) working-memory capacity?! , 1990 .

[8]  Heinz-Martin Süß,et al.  Ermüdungs- und Übungseffekte bei mehrstündiger kognitiver Beanspruchung , 2000 .

[9]  W. Wittmann,et al.  Investigating the paths between working memory, intelligence, knowledge, and complex problem solving performances via Brunswik-symmetry , 1999 .

[10]  F. Schmidt,et al.  The validity and utility of selection methods in personnel psychology: Practical and theoretical implications of 85 years of research findings. , 1998 .

[11]  Ralf Schulze,et al.  Working-memory capacity explains reasoning abilityand a little bit more , 2002 .

[12]  P. Bentler,et al.  Fit indices in covariance structure modeling : Sensitivity to underparameterized model misspecification , 1998 .

[13]  Klaus Oberauer,et al.  The multiple faces of working memory: Storage, processing, supervision, and coordination , 2003 .

[14]  O. Wilhelm,et al.  Working memory capacity - facets of a cognitive ability construct , 2000 .

[15]  Gershon Ben-Shakhar,et al.  The relationship between the ability to divide attention and standard measures of general cognitive abilities , 2001 .

[16]  Erich Schröger,et al.  Working memory controls involuntary attention switching: evidence from an auditory distraction paradigm , 2003, The European journal of neuroscience.

[17]  R. Cohen The Neuropsychology of Attention , 1993, Critical Issues in Neuropsychology.

[18]  P. Borkenau,et al.  Ein Fragebogen zur Erfassung fünf robuster Persönlichkeitsfaktoren. , 1991 .

[19]  B. K. Britton,et al.  Effects of Time-Management Practices on College Grades , 1991 .

[20]  Tracey E. Rizzuto,et al.  A construct‐oriented analysis of individual‐level polychronicity , 1999 .

[21]  Diane L. Damos,et al.  Using Meta-Analysis to Compare the Predictive Validity of Single- and Multiple-Task Measures to Flight Performance , 1993 .

[22]  Xiangen Hu,et al.  A method for exploring the effects of attrition in randomized experiments with dichotomous outcomes , 1998 .

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

[24]  Sandra P. Marshall,et al.  Individual Differences in Attentional Strategies in Multitasking Situations , 2001 .

[25]  Tom Rodden,et al.  Working with “constant interruption”: CSCW and the small office , 1994, CSCW '94.

[26]  D E Kieras,et al.  A computational theory of executive cognitive processes and multiple-task performance: Part 1. Basic mechanisms. , 1997, Psychological review.

[27]  Sune Carlson,et al.  Executive behaviour : a study of the work load and the working methods of managing directors , 1951 .

[28]  P. Bentler,et al.  Cutoff criteria for fit indexes in covariance structure analysis : Conventional criteria versus new alternatives , 1999 .

[29]  J Sauer,et al.  Multiple-task performance on a computer-simulated life support system during a space mission simulation. , 1999, Acta astronautica.

[30]  J. Fleishman,et al.  Using Lisrel to Evaluate Measurement Models and Scale Reliability , 1987 .

[31]  T. Shallice,et al.  The cognitive and neuroanatomical correlates of multitasking , 2000, Neuropsychologia.

[32]  Lazar Stankov,et al.  Single tests, competing tasks and their relationship to the broad factors of intelligence , 1988 .

[33]  Thomas R. Carretta,et al.  Cognitive-Components Tests Are Not Much More Than g: An Extension of Kyllonen's Analyses , 1996 .

[34]  B. Brocke,et al.  Perspectives on fluid and crystallized intelligence: facets for verbal, numerical, and figural intelligence , 2001 .

[35]  J. Cellier,et al.  Interference between switched tasks , 1992 .

[36]  L. Stankov,et al.  Competing tasks: Predictors of managerial potential , 1989 .

[37]  P. Shalit The Silent Language , 1964 .

[38]  D. Kahneman Attention and Effort , 1973 .

[39]  J W Grice,et al.  Computing and Evaluating Factor Scores , 2004 .

[40]  B. Tabachnick,et al.  Using Multivariate Statistics , 1983 .

[41]  J. L. Gordillo,et al.  Attentional strategies in Type-A individuals , 1998 .

[42]  G. Lienert,et al.  Testaufbau und Testanalyse , 1962 .

[43]  Helfried Moosbrugger,et al.  Attention and Working Memory as Predictors of Intelligence. , 2004 .

[44]  B. Tabachnick,et al.  Using multivariate statistics, 5th ed. , 2007 .

[45]  W. Sturm Diagnostik von Aufmerksamkeitsstörungen in der Neurologie , 2002 .

[46]  L. Schmidt-Atzert,et al.  Intelligenz und Ausbildungserfolg: Eine Untersuchung zur prognostischen Validität des I-S-T 70. , 1993 .

[47]  Matthew D. Lieberman,et al.  Why introverts can't always tell who likes them: multitasking and nonverbal decoding. , 2001, Journal of personality and social psychology.

[48]  P. Maschke,et al.  Anforderungen an Flugschüler in der Ab-Initio-Ausbildung im Vergleich zu aktiven Linienflugzeugführern , 1999 .

[49]  Gordon D Logan,et al.  An instance theory of attention and memory. , 2002, Psychological review.

[50]  G. D. Logan Task Switching , 2022 .

[51]  Rick R. Jacobs,et al.  Validity Evidence Linking Polychronicity and Big Five Personality Dimensions to Absence, Lateness, and Supervisory Performance Ratings , 2003 .

[52]  W H Cordell,et al.  Work interrupted: a comparison of workplace interruptions in emergency departments and primary care offices. , 2001, Annals of emergency medicine.

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

[54]  C. Frith,et al.  The Role of Working Memory in Visual Selective Attention , 2001, Science.