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Article
Publication date: 12 February 2018

The application of mobile fNIRS to “shopper neuroscience” – first insights from a merchandising communication study

Caspar Krampe, Enrique Strelow, Alexander Haas and Peter Kenning

This study is the first to examine consumer’s neural reaction to different merchandising communication strategies at the point-of-sale (PoS) by applying functional…

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Abstract

Purpose

This study is the first to examine consumer’s neural reaction to different merchandising communication strategies at the point-of-sale (PoS) by applying functional near-infrared spectroscopy (fNIRS). By doing so, the purpose of this study is to extend consumer neuroscience to retail and shopper research.

Design/methodology/approach

Two experiments were conducted in which 36 shoppers were exposed to a realistic grocery shopping scenario while their brain haemodynamics were measured using mobile fNIRS.

Findings

Results revealed that mobile fNIRS appears a valid method to study neural activation of the prefrontal cortex (PFC) in the field of “shopper neuroscience”. More precisely, results demonstrated that the orbitofrontal cortex (OFC) might be crucial for processing and predicting merchandising communication strategy effectiveness.

Research limitations/implications

This research gives evidence that certain regions of the PFC, in particular the OFC and the dorsolateral prefrontal cortex (dlPFC), are crucial to process and evaluate merchandising communication strategies.

Practical implications

The current work opens a promising new avenue for studying and understanding shopper’s behaviour. Mobile fNIRS enables marketing management to collect neural data from shoppers and analyse neural activity associated with real-life settings. Furthermore, based on a better understanding of shoppers’ perceptual processes of communication strategies, marketers can design more effective merchandising communication strategies.

Originality/value

The study is the first to implement the innovative, mobile neuroimaging method of fNIRS to a PoS setting. It, therefore, opens up the promising field of “shopper neuroscience”.

Details

European Journal of Marketing, vol. 52 no. 1/2
Type: Research Article
DOI: https://doi.org/10.1108/EJM-12-2016-0727
ISSN: 0309-0566

Keywords

  • Consumer neuroscience
  • Functional near-infrared spectroscopy (fNIRS)
  • Merchandising communication strategy
  • Shopper neuroscience

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Article
Publication date: 5 August 2014

Provision of an integrated data analysis platform for computational neuroscience experiments

Kamran Munir, Saad Liaquat Kiani, Khawar Hasham, Richard McClatchey, Andrew Branson and Jetendr Shamdasani

The purpose of this paper is to provide an integrated analysis base to facilitate computational neuroscience experiments, following a user-led approach to provide access…

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Abstract

Purpose

The purpose of this paper is to provide an integrated analysis base to facilitate computational neuroscience experiments, following a user-led approach to provide access to the integrated neuroscience data and to enable the analyses demanded by the biomedical research community.

Design/methodology/approach

The design and development of the N4U analysis base and related information services addresses the existing research and practical challenges by offering an integrated medical data analysis environment with the necessary building blocks for neuroscientists to optimally exploit neuroscience workflows, large image data sets and algorithms to conduct analyses.

Findings

The provision of an integrated e-science environment of computational neuroimaging can enhance the prospects, speed and utility of the data analysis process for neurodegenerative diseases.

Originality/value

The N4U analysis base enables conducting biomedical data analyses by indexing and interlinking the neuroimaging and clinical study data sets stored on the grid infrastructure, algorithms and scientific workflow definitions along with their associated provenance information.

Details

Journal of Systems and Information Technology, vol. 16 no. 3
Type: Research Article
DOI: https://doi.org/10.1108/JSIT-01-2014-0004
ISSN: 1328-7265

Keywords

  • Computational neuroscience
  • Data analysis
  • E-Science
  • Data integration
  • Scientific workflow
  • Information service

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Article
Publication date: 18 February 2019

Graffiti and perceived neighborhood safety: a neuroimaging study

Russell James and Michael O’Boyle

The purpose of this paper is to uncover the neural basis underlying the negative impact of graffiti on evaluations of neighborhood safety.

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Abstract

Purpose

The purpose of this paper is to uncover the neural basis underlying the negative impact of graffiti on evaluations of neighborhood safety.

Design/methodology/approach

While in a functional magnetic resonance imaging scanner, participants rated the perceived safety of neighborhood scenes shown in photographic images. Some scenes were systematically altered to include graffiti, surveillance cameras or framed public art.

Findings

Consistent with previous research, the average safety rating for each scene including graffiti was significantly lower than for every other non-graffiti scene presented. The powerful salience of graffiti (as demonstrated by increased activation of the left fusiform gyrus) accompanied a decreased salience of other built environment scene elements (as demonstrated by reduced activation in the right parahippocampal gyrus). It appears as though the presence of graffiti causes the cognitive impact of other scene elements to fade. This redirection of cognitive focus may help to explain the dominant impact of graffiti on neighborhood safety evaluations.

Practical implications

Because of these basic perceptual tendencies, graffiti will necessarily dominate neighborhood safety evaluations. In any attempts to improve neighborhood safety evaluations, combating graffiti should be accorded a position of great importance, in keeping with these cognitive realities.

Originality/value

This is the first neuroimaging study of graffiti and perceived neighborhood safety.

Details

Property Management, vol. 37 no. 1
Type: Research Article
DOI: https://doi.org/10.1108/PM-12-2017-0071
ISSN: 0263-7472

Keywords

  • fMRI
  • CPTED
  • Graffiti
  • Residential satisfaction
  • Neighbourhood safety
  • Neuroimaging

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Article
Publication date: 23 June 2020

Big data approaches to develop a comprehensive and accurate tool aimed at improving autism spectrum disorder diagnosis and subtype stratification

Tao Chen, Tanya Froehlich, Tingyu Li and Long Lu

Autism spectrum disorder (ASD) is a complex neurodevelopmental disorder that is difficult to diagnose accurately due to its heterogeneous clinical manifestations…

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Abstract

Purpose

Autism spectrum disorder (ASD) is a complex neurodevelopmental disorder that is difficult to diagnose accurately due to its heterogeneous clinical manifestations. Comprehensive models combining different big data approaches (e.g. neuroimaging, genetics, eye tracking, etc.) may offer the opportunity to characterize ASD from multiple distinct perspectives. This paper aims to provide an overview of a novel diagnostic approach for ASD classification and stratification based on these big data approaches.

Design/methodology/approach

Multiple types of data were collected and recorded for three consecutive years, including clinical assessment, neuroimaging, gene mutation and expression and response signal data. The authors propose to establish a classification model for predicting ASD clinical diagnostic status by integrating the various data types. Furthermore, the authors suggest a data-driven approach to stratify ASD into subtypes based on genetic and genomic data.

Findings

By utilizing complementary information from different types of ASD patient data, the proposed integration model has the potential to achieve better prediction performance than models focusing on only one data type. The use of unsupervised clustering for the gene-based data-driven stratification will enable identification of more homogeneous subtypes. The authors anticipate that such stratification will facilitate a more consistent and personalized ASD diagnostic tool.

Originality/value

This study aims to utilize a more comprehensive investigation of ASD-related data types than prior investigations, including proposing longitudinal data collection and a storage scheme covering diverse populations. Furthermore, this study offers two novel diagnostic models that focus on case-control status prediction and ASD subtype stratification, which have been under-explored in the prior literature.

Details

Library Hi Tech, vol. 38 no. 4
Type: Research Article
DOI: https://doi.org/10.1108/LHT-08-2019-0175
ISSN: 0737-8831

Keywords

  • Autism spectrum disorder
  • Data integration
  • Classification
  • Clustering
  • Stratification
  • Subtype

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Book part
Publication date: 14 June 2012

The Brain and Public Policy

Robert H. Blank

Purpose – This chapter provides an overview of the policy implications of neuroscience and argues that research initiatives, individual use, and aggregate social…

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Abstract

Purpose – This chapter provides an overview of the policy implications of neuroscience and argues that research initiatives, individual use, and aggregate social consequences of unfolding knowledge about the brain and the accompanying applications require particularly close scrutiny because of the centrality of the brain to human behavior and thoughts.

Design/methodology/approach – The chapter summarizes the technological context of interventions in the brain and discusses their policy implications. It then examines research findings, principally from neuroimaging studies, that relate to decision making and emotions and looks at their potential impact on frameworks of political decision making.

Findings – Research on brain structure and functioning raises difficult policy issues and necessitates a reevaluation of our assumptions concerning the policy process, itself.

Practical implications – Given the inevitability of expanded strategies for exploration and therapy of the brain and the concerns they raise, it is important that these issues surrounding their application be clarified and debated before such techniques fall into routine use.

Originality/value – The chapter provides original analysis of the policy ramifications of interventions in the brain and neuroscience in general and makes some observations about the brain and society.

Details

Biopolicy: The Life Sciences and Public Policy
Type: Book
DOI: https://doi.org/10.1108/S2042-9940(2012)0000010004
ISBN: 978-1-78052-821-2

Keywords

  • Human brain
  • neuroscience
  • intervention in the brain
  • decision making
  • emotions

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Article
Publication date: 17 June 2020

What’s in the brain for us: a systematic literature review of neuroeconomics and neurofinance

Mrinalini Srivastava, Gagan Deep Sharma, Achal Kumar Srivastava and S. Senthil Kumaran

Neuroeconomics and neurofinance are emerging as intriguing fields of research, despite sharing ambiguity with the concepts of neuroscience. The relationship among the…

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Abstract

Purpose

Neuroeconomics and neurofinance are emerging as intriguing fields of research, despite sharing ambiguity with the concepts of neuroscience. The relationship among the concepts of economics, finance and neuroscience is not explicitly defined in the past literature, which distorts the use of neuroeconomics and neurofinance approaches in real-world practice for financial decision-making. The purpose of this paper is to consolidate the literature in the field of neuroeconomics and neurofinance to set up the research agenda for the upcoming scholarship in the field.

Design/methodology/approach

The purpose of this paper is to consolidates the extant literature in the fields of neuroeconomics and neurofinance by conducting an extensive systematic literature review to investigate the current state and define the relationship between economics, finance and neuroscience.

Findings

This paper identifies and explains the explicit relationship between different sub-fields of neuroscience with neuroeconomics and neurofinance and providing instances for future research studies.

Originality/value

The exclusive and extensive literature survey in the form of systematic literature review is undertaken for understanding the fields of neuroeconomics and neurofinance and is the key highlight of this paper. Another, interesting fact lies with matching the literature in neuroeconomics and neurofinance with further sub-fields of neuroscience such as neurophysiology, neuroanatomy, molecular neuroscience and cognitive neuroscience.

Details

Qualitative Research in Financial Markets, vol. 12 no. 4
Type: Research Article
DOI: https://doi.org/10.1108/QRFM-10-2019-0127
ISSN: 1755-4179

Keywords

  • Neuroscience
  • Cognitive
  • Neuroimaging
  • Neurofinance
  • Neuroeconomics
  • Neuroanatomy

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Article
Publication date: 29 August 2019

What can neuroscience offer marketing research?

Billy Sung, Nicholas J. Wilson, Jin Ho Yun and Eun Ju LEE

Neuroimaging technologies such as electroencephalogram and magnetic resonance imaging allow us to analyze consumers’ brains in real time as they experience emotions. These…

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Abstract

Purpose

Neuroimaging technologies such as electroencephalogram and magnetic resonance imaging allow us to analyze consumers’ brains in real time as they experience emotions. These technologies collect and integrate data on consumers’ brains for big data analytics. The purpose of this paper is to identify new opportunities and challenges for neuromarketing as an applied neuroscience.

Design/methodology/approach

The authors discuss conceptual and methodological contributions of neuromarketing based on studies that have employed neural approaches in market-related investigations, explaining the various tools and designs of neuromarketing research. The authors identify marketing-related questions to which neuroscientific approaches can make meaningful contributions, evaluating several challenges that lie ahead for neuromarketing.

Findings

The authors summarize the contributions of neuromarketing and discuss synergistic findings that neuromarketing has the potential to yield.

Research limitations/implications

The authors ask: do consumers’ self-reported choices and their neural representations tell different stories?; what are the effects of subtle and peripheral marketing stimuli?; and can neuromarketing help to reveal the underlying causal mechanisms for perceptual and learning processes, such as motivation and emotions?

Practical implications

The authors identify marketing-related questions to which neuroscientific approaches can make meaningful contributions, evaluating several challenges that lie ahead for neuromarketing.

Originality/value

To the best of the authors’ knowledge, no current review has identified avenues for future research in neuromarketing and the emerging challenges that researchers may face. The current paper aims to update readers on what neuroscience and other psychophysiological measures have achieved, as well as what these tools have to offer in the field of marketing. The authors also aim to foster greater application of neuroscientific methods, beyond the more biased/post-test methods such as self-report studies, which currently exist in consumer research.

Details

Asia Pacific Journal of Marketing and Logistics, vol. 32 no. 5
Type: Research Article
DOI: https://doi.org/10.1108/APJML-04-2019-0227
ISSN: 1355-5855

Keywords

  • Neuromarketing
  • Psychophysiology
  • Marketing research methodology

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Article
Publication date: 10 April 2007

Mapping the mind for the modern market researcher

Carl Senior, Hannah Smyth, Richard Cooke, Rachel L. Shaw and Elizabeth Peel

To describe the utility of three of the main cognitive neuroscientific techniques currently in use within the neuroscience community, and how they can be applied to the…

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Abstract

Purpose

To describe the utility of three of the main cognitive neuroscientific techniques currently in use within the neuroscience community, and how they can be applied to the emerging field of neuromarket research.

Design/methodology/approach

A brief development of functional magnetic resonance imaging, magnetoencephalography and transcranial magnetic stimulation are described, as the core principles are behind their respective use. Examples of actual data from each of the brain imaging techniques are provided to assist the neuromarketer with subsequent data for interpretation. Finally, to ensure the neuromarketer has an understanding of the experience of neuroimaging, qualitative data from a questionnaire exploring attitudes about neuroimaging techniques are included which summarize participants' experiences of having a brain scan.

Findings

Cognitive neuroscientific techniques have great utility in market research and can provide more “honest” indicators of consumer preference where traditional methods such as focus groups can be unreliable. These techniques come with complementary strengths which allow the market researcher to converge onto a specific research question. In general, participants considered brain imaging techniques to be relatively safe. However, care is urged to ensure that participants are positioned correctly in the scanner as incorrect positioning is a stressful factor during an imaging procedure that can impact data quality.

Originality/value

This paper is an important and comprehensive resource to the market researcher who wishes to use cognitive neuroscientific techniques.

Details

Qualitative Market Research: An International Journal, vol. 10 no. 2
Type: Research Article
DOI: https://doi.org/10.1108/13522750710740826
ISSN: 1352-2752

Keywords

  • Market research
  • Neurology
  • Cognition
  • Brain
  • Cognitive mapping

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Article
Publication date: 12 February 2018

Welcome to the jungle! The neuromarketing literature through the eyes of a newcomer

Nick Lee, Laura Chamberlain and Leif Brandes

To grow, any field of research must both encourage newcomers to work within its boundaries, and help them learn to conduct excellent research within the field’s…

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Abstract

Purpose

To grow, any field of research must both encourage newcomers to work within its boundaries, and help them learn to conduct excellent research within the field’s parameters. This paper aims to examine whether the existing body of neuromarketing literature can support such growth. Specifically, the authors attempt to replicate how a newcomer to the field of neuromarketing would go about orienting themselves to the field and learn how to conduct excellent neuromarketing research.

Design/methodology/approach

A total of 131 papers, published in the areas of “neuromarketing” and “consumer neuroscience” were downloaded and then identified as conceptual or empirical in nature. A separate database was created for each type of research paper and information was recorded. For both conceptual and empirical papers, the citation details, notably year of publication, journal, journal ranking and impact factor were recorded. Papers were then descriptively analysed with regards to number of publications over the years, content and journal quality.

Findings

It is found that interest in the field is growing, with a greater variety of topics and methods appearing year on year. However, the authors also identify some issues of concern for the field if it wishes to sustain this growth. First, the highly fragmented literature and the lack of signposting makes it very difficult for newcomers to find the relevant work and journal outlets. Second, there is a lack of high-quality, user-oriented methodological primers that a newcomer would come across. Finally, neuromarketing as it appears to a newcomer suffers from a lack of clear guidance on what defines good vs bad neuromarketing research. As a large majority of the reviewed papers have appeared in lower-ranked journals, newcomers might get a biased view on the acceptable research standards in the field.

Originality/value

The insights from the analysis inform a tentative agenda for future work which gives neuromarketing itself greater scientific purpose, and the potential to grow into a better-established field of study within marketing as a whole.

Details

European Journal of Marketing, vol. 52 no. 1/2
Type: Research Article
DOI: https://doi.org/10.1108/EJM-02-2017-0122
ISSN: 0309-0566

Keywords

  • Neuromarketing
  • Consumer neuroscience

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Book part
Publication date: 1 December 2008

Health economic choices in old age: Interdisciplinary perspectives on economic decisions and the aging mind

Lisbeth Nielsen and John W.R. Phillips

Purpose – This chapter offers an integrative review of psychological and neurobiological differences between younger and older adults that might impact economic behavior…

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Abstract

Purpose – This chapter offers an integrative review of psychological and neurobiological differences between younger and older adults that might impact economic behavior. Focusing on key health economic challenges facing the elderly, it offers perspectives on how these psychological and neurobiological factors may influence decision-making over the life course and considers future interdisciplinary research directions.

Methodology/approach – We review relevant literature from three domains that are essential for developing a comprehensive science of decision-making and economic behavior in aging (psychology, neuroscience, and economics), consider implications for prescription drug coverage and long-term care (LTC) insurance, and highlight future research directions.

Findings – Older adults face many complex economic decisions that directly affect their health and well-being, including LTC insurance, prescription drug plans, and end of life care. Economic research suggests that many older Americans are not making cost-effective and economically rational decisions. While economic models provide insight into some of the financial incentives associated with these decisions, they typically do not consider the roles of cognition and affect in decision-making. Research has established that older age is associated with predictable declines in many cognitive functions and evidence is accumulating that distinct social motives and affect-processing profiles emerge in older age. It is unknown how these age differences impact the economic behaviors of older people and implies opportunities for path-breaking interdisciplinary research.

Originality/value of the chapter – Our chapter looks to develop interdisciplinary research to better understand the causes and consequences of age-related changes in economic decision-making and guide interventions to improve public programs and overall social welfare.

Details

Neuroeconomics
Type: Book
DOI: https://doi.org/10.1016/S0731-2199(08)20010-5
ISBN: 978-1-84855-304-0

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