Examining cognitive function across the lifespan using a mobile application

Many studies conducted in a laboratory or university setting are limited by funding, personnel, space, and time constraints. In the present study, we introduce a method of data collection using a mobile application that circumvents these typical experiment administration issues. Using the application, we examined cross-sectional age differences in cognitive function. We obtained data from more than 15,000 participants and replicated specific patterns of age-related differences in cognition. Using a subset of these participants, we also examined the processing speed account of age-related cognitive differences, and the association of exercise and leisure activity with cognitive function across the lifespan. We discuss the relative advantages and disadvantages of data collection with a mobile application, and provide recommendations for the use of this method in research.

[1]  Scott A. Golder,et al.  Diurnal and Seasonal Mood Vary with Work, Sleep, and Daylength Across Diverse Cultures , 2011 .

[2]  Brian A. Nosek,et al.  NOSEK AND BANAJI T HE G O / NO-GO ASSOCIAT ION TASK THE GO / NO-GO ASSOCIATION TASK , 2001 .

[3]  Brian A. Nosek,et al.  THE GO/NO-GO ASSOCIATION TASK , 2001 .

[4]  M. Posner,et al.  Orienting of Attention* , 1980, The Quarterly journal of experimental psychology.

[5]  Karen Murphy,et al.  Does Video Game Playing Improve Executive Functioning , 2006 .

[6]  D. Simons,et al.  The effects of video game playing on attention, memory, and executive control. , 2008, Acta psychologica.

[7]  Schaie Kw,et al.  What Can We Learn From Longitudinal Studies of Adult Development , 2005 .

[8]  J. Jonides,et al.  Spatial working memory and spatial selective attention. , 1998 .

[9]  D. A. Kenny,et al.  Process Analysis , 1981 .

[10]  Julie I. Cohen,et al.  Effect of action video games on the spatial distribution of visuospatial attention. , 2006, Journal of experimental psychology. Human perception and performance.

[11]  Paul J. Laurienti,et al.  Frontiers in Aging Neuroscience Aging Neuroscience , 2022 .

[12]  Robert E. Dustman,et al.  Aerobic exercise training and improved neuropsychological function of older individuals , 1984, Neurobiology of Aging.

[13]  T. Salthouse Localizing age-related individual differences in a hierarchical structure. , 2004, Intelligence.

[14]  J. Ziegler,et al.  Smart Phone, Smart Science: How the Use of Smartphones Can Revolutionize Research in Cognitive Science , 2011, PloS one.

[15]  J. Bohannon Human subject research. Social science for pennies. , 2011, Science.

[16]  A. Treisman Perceptual grouping and attention in visual search for features and for objects. , 1982, Journal of experimental psychology. Human perception and performance.

[17]  W. H. Teichner Recent studies of simple reaction time. , 1954, Psychological bulletin.

[18]  M. Sobel Asymptotic Confidence Intervals for Indirect Effects in Structural Equation Models , 1982 .

[19]  Susan T. Fiske,et al.  Effects of trait dominance on powerholders' judgments of subordinates , 2001 .

[20]  T. Salthouse,et al.  What needs to be explained to account for age-related effects on multiple cognitive variables? , 2003, Psychology and aging.

[21]  K L Shapiro,et al.  Temporary suppression of visual processing in an RSVP task: an attentional blink? . , 1992, Journal of experimental psychology. Human perception and performance.

[22]  Matthew S. Fritz,et al.  Mediation analysis. , 2019, Annual review of psychology.

[23]  A. Kramer,et al.  Fitness Effects on the Cognitive Function of Older Adults , 2003, Psychological science.

[24]  George W Rebok,et al.  Effects of cognitive training interventions with older adults: a randomized controlled trial. , 2002, JAMA.

[25]  E. McAuley,et al.  Frontiers in Aging Neuroscience Aging Neuroscience , 2022 .

[26]  T. Salthouse Independence of age-related influences on cognitive abilities across the life span. , 1998, Developmental psychology.

[27]  C S Green,et al.  Action-Video-Game Experience Alters the Spatial Resolution of Vision , 2007, Psychological science.

[28]  Kait Clark,et al.  Enhanced change detection performance reveals improved strategy use in avid action video game players. , 2011, Acta psychologica.

[29]  Donald G. MacKay,et al.  Language, memory, and aging: Distributed deficits and the structure of new-versus-old connections. , 1996 .

[30]  J. Stroop Studies of interference in serial verbal reactions. , 1992 .

[31]  T. Salthouse The processing-speed theory of adult age differences in cognition. , 1996, Psychological review.

[32]  Chris Eliasmith Theories of Cognition , 2013 .

[33]  C. S. Green,et al.  Action video game modifies visual selective attention , 2003, Nature.

[34]  A. Kramer,et al.  Can training in a real-time strategy video game attenuate cognitive decline in older adults? , 2008, Psychology and aging.

[35]  P. Dutar,et al.  Frontiers in Aging Neuroscience Aging Neuroscience Review Article , 2022 .

[36]  Charles J. Golden,et al.  Neuropsychological Interpretation of Objective Psychological Tests , 2000, Critical Issues in Neuropsychology.

[37]  Arthur F. Kramer,et al.  Author's Personal Copy Biological Psychology a Functional Mri Investigation of the Association between Childhood Aerobic Fitness and Neurocognitive Control , 2022 .

[38]  Bernhard Hommel,et al.  DOOM'd to Switch: Superior Cognitive Flexibility in Players of First Person Shooter Games , 2010, Front. Psychology.

[39]  Joseph D. Chisholm,et al.  Reduced attentional capture in action video game players , 2010, Attention, perception & psychophysics.

[40]  K Warner Schaie,et al.  What Can We Learn From Longitudinal Studies of Adult Development? , 2005, Research in human development.

[41]  Paige E. Scalf,et al.  Cardiovascular fitness, cortical plasticity, and aging. , 2004, Proceedings of the National Academy of Sciences of the United States of America.

[42]  D. Deeg,et al.  Activity in older adults: cause or consequence of cognitive functioning? A longitudinal study on everyday activities and cognitive performance in older adults. , 2002, The journals of gerontology. Series B, Psychological sciences and social sciences.

[43]  J Cerella,et al.  Age effects may be global, not local: comment on Fisk and Rogers (1991) , 1991, Journal of experimental psychology. General.

[44]  W. Kirchner Age differences in short-term retention of rapidly changing information. , 1958, Journal of experimental psychology.

[45]  Lana M. Trick,et al.  Multiple-object tracking in children: The "Catch the Spies" task. , 2005 .

[46]  Charles H Hillman,et al.  The relation of aerobic fitness to stroop task performance in preadolescent children. , 2008, Medicine and science in sports and exercise.

[47]  A. Kramer,et al.  Exercise, brain, and cognition across the life span. , 2011, Journal of applied physiology.

[48]  C. S. Green,et al.  Enumeration versus multiple object tracking: the case of action video game players , 2006, Cognition.

[49]  C. Eriksen,et al.  Effects of noise letters upon the identification of a target letter in a nonsearch task , 1974 .

[50]  Jennifer L. Etnier,et al.  The Relationship between Physical Activity and Cognition in Children: A Meta-Analysis , 2003 .

[51]  D. A. Kenny,et al.  The moderator-mediator variable distinction in social psychological research: conceptual, strategic, and statistical considerations. , 1986, Journal of personality and social psychology.

[52]  Anne Collins McLaughlin,et al.  Individual differences in response to cognitive training: Using a multi-modal, attentionally demanding game-based intervention for older adults , 2012, Comput. Hum. Behav..

[53]  Steven C. Dakin,et al.  Horizontal Information Drives the Behavioral Signatures of Face Processing , 2010, Front. Psychology.

[54]  Richard F. Thompson Memory , 1992, Current Biology.

[55]  R. J. Shephard,et al.  A neuroimaging investigation of the association between aerobic fitness, hippocampal volume, and memory performance in preadolescent children , 2011 .

[56]  Brian A. Nosek,et al.  National differences in gender–science stereotypes predict national sex differences in science and math achievement , 2009, Proceedings of the National Academy of Sciences.

[57]  Leonard Reinecke,et al.  The social side of gaming: How playing online computer games creates online and offline social support , 2012, Comput. Hum. Behav..

[58]  T. Salthouse,et al.  Decomposing age correlations on neuropsychological and cognitive variables , 2009, Journal of the International Neuropsychological Society.

[59]  D. Gilbert,et al.  A Wandering Mind Is an Unhappy Mind , 2010, Science.

[60]  Johan Bollen,et al.  Modeling Public Mood and Emotion: Twitter Sentiment and Socio-Economic Phenomena , 2009, ICWSM.

[61]  David C. Yen,et al.  The effect of online privacy policy on consumer privacy concern and trust , 2012, Comput. Hum. Behav..

[62]  Catherine R. Harrison,et al.  Ageing, fitness and neurocognitive function , 1999, Nature.

[63]  C. Hillman,et al.  Physical fitness and academic achievement in third- and fifth-grade students. , 2007, Journal of sport & exercise psychology.

[64]  Denise C. Park,et al.  Handbook of the Psychology of Aging , 1979 .

[65]  E. McAuley,et al.  Exercise training increases size of hippocampus and improves memory , 2011, Proceedings of the National Academy of Sciences.

[66]  T. Salthouse,et al.  Contextual analysis of fluid intelligence. , 2008, Intelligence.

[67]  Edward K. Vogel,et al.  The capacity of visual working memory for features and conjunctions , 1997, Nature.

[68]  J. Pratt,et al.  The effects of action video game experience on the time course of inhibition of return and the efficiency of visual search. , 2005, Acta psychologica.

[69]  S. Monsell Task switching , 2003, Trends in Cognitive Sciences.

[70]  R. Reitan Validity of the Trail Making Test as an Indicator of Organic Brain Damage , 1958 .