The shopping brain: Math anxiety modulates brain responses to buying decisions

Metacognitive theories propose that consumers track fluency feelings when buying, which may have biological underpinnings. We explored this using event-related potential (ERP) measures as twenty high-math anxiety (High MA) and nineteen low-math anxiety (Low MA) consumers made buying decisions for promoted (e.g., 15% discount) and non-promoted products. When evaluating prices, ERP correlates of higher perceptual and conceptual fluency were associated with buys, however only for High MA females under no promotions. In contrast, High MA females and Low MA males demonstrated greater FN400 amplitude, associated with enhanced conceptual processing, to prices of buys relative to non-buys under promotions. Concurrent late positive component (LPC) differences under no promotions suggest discrepant retrieval processes during price evaluations between consumer groups. When making decisions to buy or not, larger (smaller) P3, sensitive to outcome responses in the brain, was associated with buying for High MA females (Low MA females) under promotions, an effect also present for males under no promotions. Thus, P3 indexed decisions to buy differently between anxiety groups, but only for promoted items among females and for no promotions among males. Our findings indicate that perceptual and conceptual processes interact with anxiety and gender to modulate brain responses during consumer choices.

[1]  Jacqueline Bichsel,et al.  Anxiety, working memory, gender, and math performance , 2004 .

[2]  R. Kirk Practical Significance: A Concept Whose Time Has Come , 1996 .

[3]  Marta Kutas,et al.  Time Course of Processes and Representations Supporting Visual Object Identification and Memory , 2003, Journal of Cognitive Neuroscience.

[4]  Xinlin Zhou,et al.  Event-related potentials of single-digit addition, subtraction, and multiplication , 2006, Neuropsychologia.

[5]  J. Duncan,et al.  Prefrontal cortical function and anxiety: controlling attention to threat-related stimuli , 2004, Nature Neuroscience.

[6]  B. W. Whittlesea Illusions of familiarity. , 1993 .

[7]  Norbert Schwarz,et al.  The hedonic marking of processing fluency: Implications for evaluative judgment , 2003 .

[8]  R. Siegler,et al.  Strategy choice procedures and the development of multiplication skill. , 1988, Journal of experimental psychology. General.

[9]  Dhm Leonard,et al.  Binding in human memory: A neurocognitive approach , 2002 .

[10]  K. C. Klauer,et al.  The Psychology of Evaluation : Affective Processes in Cognition and Emotion , 2003 .

[11]  T. Curran Brain potentials of recollection and familiarity , 2000, Memory & cognition.

[12]  Stephen J. Hoch,et al.  EDLP, Hi-Lo, and Margin Arithmetic , 1994 .

[13]  Joan Meyers-Levy,et al.  Exploring Differences in Males' and Females' Processing Strategies , 1991 .

[14]  M. Paulus,et al.  Interoception in anxiety and depression , 2010, Brain Structure and Function.

[15]  J. Polich,et al.  P3a from Visual Stimuli: Typicality, Task, and Topography , 2004, Brain Topography.

[16]  Frank Rösler,et al.  N400 Effects Reflect Activation Spread During Retrieval of Arithmetic Facts , 1999 .

[17]  G. Loewenstein,et al.  Neural Predictors of Purchases , 2007, Neuron.

[18]  L Carretié,et al.  Emotion, attention, and the 'negativity bias', studied through event-related potentials. , 2001, International journal of psychophysiology : official journal of the International Organization of Psychophysiology.

[19]  Joel L. Voss,et al.  Fluent Conceptual Processing and Explicit Memory for Faces Are Electrophysiologically Distinct , 2006, The Journal of Neuroscience.

[20]  Robert E. Smith,et al.  Gender differences in information processing strategies: An empirical test of the selectivity , 1995 .

[21]  Ray Hembree,et al.  The Nature, Effects, and Relief of Mathematics Anxiety. , 1990 .

[22]  X. Drèze,et al.  Measuring the Price Knowledge Shoppers Bring to the Store , 2002 .

[23]  Angela Y. Lee,et al.  The Effect of Conceptual and Perceptual Fluency on Brand Evaluation , 2004 .

[24]  Giuseppe Sartori,et al.  Brain correlates of risky decision-making , 2010, NeuroImage.

[25]  L. Murray,et al.  How significant is a significant difference? Problems with the measurement of magnitude of effect. , 1987 .

[26]  Michael D. Rugg,et al.  Dissociation of the neural correlates of implicit and explicit memory , 1998, Nature.

[27]  Kara D. Federmeier,et al.  FN400 potentials are functionally identical to N400 potentials and reflect semantic processing during recognition testing. , 2011, Psychophysiology.

[28]  Irwin P. Levin,et al.  The impact of prior risk experiences on subsequent risky decision-making: The role of the insula , 2010, NeuroImage.

[29]  E. Bizzi,et al.  The Cognitive Neurosciences , 1996 .

[30]  M. Rugg,et al.  Event-related potentials and recognition memory , 2007, Trends in Cognitive Sciences.

[31]  F. Bartlett,et al.  Remembering: A Study in Experimental and Social Psychology , 1932 .

[32]  Piotr Jaskowski,et al.  Evidence for an Integrative Role of P3b in Linking Reaction to Perception , 2005 .

[33]  Larry L. Jacoby,et al.  Illusions of immediate memory: evidence of an attributional basis for feelings of familiarity and perceptual quality , 1990 .

[34]  Karl H. Pribram,et al.  Chapter 3 – Feelings as Monitors , 1970 .

[35]  M. Paulus,et al.  An Insular View of Anxiety , 2006, Biological Psychiatry.

[36]  M. Eysenck,et al.  Anxiety and cognitive performance: attentional control theory. , 2007, Emotion.

[37]  J. Eccles,et al.  Social Forces Shape Math Attitudes and Performance , 1986, Signs: Journal of Women in Culture and Society.

[38]  M. Mazzocco,et al.  Effects of math anxiety and perfectionism on timed versus untimed math testing in mathematically gifted sixth graders , 2006, Roeper review.

[39]  Michael W. Faust Mathematics Anxiety Effects in Simple and Complex Addition , 1996 .

[40]  M. Ashcraft Math Anxiety: Personal, Educational, and Cognitive Consequences , 2002 .

[41]  G. Clore,et al.  Affective causes and consequences of social information processing. , 1994 .

[42]  C. Lejuez,et al.  Dispositional anxiety and risk-avoidant decision-making. , 2007 .

[43]  B. Fischl,et al.  Cognitive function, P3a/P3b brain potentials, and cortical thickness in aging , 2007, Human brain mapping.

[44]  Lan Xia,et al.  The Price is Unfair! A Conceptual Framework of Price Fairness Perceptions , 2004 .

[45]  A. Savtchenko,et al.  Increase in Skeletal Muscle Performance during Emotional Stress in Man , 1972, Circulation research.

[46]  Gilbert A. Churchill,et al.  Caution in the Use of Difference Scores in Consumer Research , 1993 .

[47]  Ellen Garbarino,et al.  Cognitive Effort, Affect, and Choice , 1997 .

[48]  Ken A. Paller,et al.  Finding meaning in novel geometric shapes influences electrophysiological correlates of repetition and dissociates perceptual and conceptual priming , 2010, NeuroImage.

[49]  Lynne M. Reder,et al.  Knowing we know before we know: ERP correlates of initial feeling-of-knowing , 2009, Neuropsychologia.

[50]  A. Jersild,et al.  Feelings and Emotions. , 1929 .

[51]  Eric J. Johnson,et al.  Divide and Prosper: Consumers’ Reactions to Partitioned Prices , 1998 .

[52]  J. Polich,et al.  Neuropsychology and neuropharmacology of P3a and P3b. , 2006, International journal of psychophysiology : official journal of the International Organization of Psychophysiology.

[53]  P. Holcomb Semantic priming and stimulus degradation: implications for the role of the N400 in language processing. , 2007, Psychophysiology.

[54]  Jacob Cohen Statistical Power Analysis for the Behavioral Sciences , 1969, The SAGE Encyclopedia of Research Design.

[55]  Antonio Damasio,et al.  The somatic marker hypothesis: A neural theory of economic decision , 2005, Games Econ. Behav..

[56]  Corianne Rogalsky,et al.  Increased activation in the right insula during risk-taking decision making is related to harm avoidance and neuroticism , 2003, NeuroImage.

[57]  A. Yonelinas The Nature of Recollection and Familiarity: A Review of 30 Years of Research , 2002 .

[58]  Dhruv Grewal,et al.  Regret from Postpurchase Discovery of Lower Market Prices: Do Price Refunds Help? , 2011 .

[59]  J. Polich Updating P300: An integrative theory of P3a and P3b , 2007, Clinical Neurophysiology.

[60]  Jo-Anne LeFevre,et al.  The Development of Procedural and Conceptual Knowledge in Computational Estimation. , 1993 .

[61]  Jonathan D. Cohen,et al.  Conflict monitoring and anterior cingulate cortex: an update , 2004, Trends in Cognitive Sciences.

[62]  R. Cabeza,et al.  Dissociating conceptual priming, perceptual priming and explicit memory , 1993 .

[63]  Retrieval-based and familiarity-based recognition and the quality of information in episodic memory , 1993 .

[64]  Florence Thibaut,et al.  ERPs ASSOCIATED WITH FAMILIARITY AND DEGREE OF FAMILIARITY DURING FACE RECOGNITION , 2002, The International journal of neuroscience.

[65]  Greg Hajcak,et al.  Attending to affect: appraisal strategies modulate the electrocortical response to arousing pictures. , 2006, Emotion.

[66]  David C. Howell Multiple Comparisons with Repeated Measures , 2002 .

[67]  N. Schwarz Metacognitive Experiences in Consumer Judgment and Decision Making , 2004 .

[68]  Joan Meyers-Levy,et al.  The Influence of Sex Roles on Judgment , 1988 .

[69]  Ken A Paller,et al.  Neural correlates of conceptual implicit memory and their contamination of putative neural correlates of explicit memory. , 2007, Learning & memory.

[70]  M. Kutas,et al.  Reading senseless sentences: brain potentials reflect semantic incongruity. , 1980, Science.

[71]  B. Rimer,et al.  General Performance on a Numeracy Scale among Highly Educated Samples , 2001, Medical decision making : an international journal of the Society for Medical Decision Making.

[72]  E. Donchin Presidential address, 1980. Surprise!...Surprise? , 1981, Psychophysiology.

[73]  G. Woodman A brief introduction to the use of event-related potentials in studies of perception and attention. , 2010, Attention, perception & psychophysics.

[74]  Perceived parental support predicts enhanced late positive event-related brain potentials to parent faces , 2011, Biological Psychology.

[75]  Norbert Schwarz,et al.  If It's Difficult to Pronounce, It Must Be Risky , 2009, Psychological science.

[76]  Matthias Brand,et al.  Neuropsychological correlates of decision-making in ambiguous and risky situations , 2006, Neural Networks.

[77]  Agneta H. Fischer,et al.  Feelings and Emotions: The Amsterdam Symposium , 2004 .

[78]  N. Schwarz,et al.  Effects of Perceptual Fluency on Affective Judgments , 1998 .

[79]  Brad M. Barber,et al.  Boys Will Be Boys: Gender, Overconfidence, and Common Stock Investment , 1998 .

[80]  A. Sanfey,et al.  Independent Coding of Reward Magnitude and Valence in the Human Brain , 2004, The Journal of Neuroscience.

[81]  C. K. Mertz,et al.  PSYCHOLOGICAL SCIENCE Research Article Numeracy and Decision Making , 2022 .

[82]  Sara Kim,et al.  The “Instrumentality” Heuristic , 2009, Psychological science.

[83]  B. Kotchoubey,et al.  Event-related potentials, cognition, and behavior: A biological approach , 2006, Neuroscience & Biobehavioral Reviews.

[84]  Richard N. A. Henson,et al.  Event-related Potentials Associated with Masked Priming of Test Cues Reveal Multiple Potential Contributions to Recognition Memory , 2008, Journal of Cognitive Neuroscience.

[85]  Didier Grandjean,et al.  Unpacking the cognitive architecture of emotion processes. , 2008, Emotion.

[86]  Michel Tuan Pham,et al.  Informational Properties of Anxiety and Sadness, and Displaced Coping , 2006 .

[87]  M. F. Luce,et al.  Constructive Consumer Choice Processes , 1998 .

[88]  A. Kok On the utility of P3 amplitude as a measure of processing capacity. , 2001, Psychophysiology.

[89]  Luis Carretié,et al.  Valence-related vigilance biases in anxiety studied through event-related potentials. , 2004, Journal of affective disorders.

[90]  M. Ashcraft,et al.  The relationships among working memory, math anxiety, and performance. , 2001, Journal of experimental psychology. General.