Measuring Consumer Behavior Using Neuroscience Methods in Marketing

Consumer behaviour studies have taken a new turn. Marketers, economists and other consumer related disciplines are looking to science to accurately determine consumer behaviour. The purpose of this chapter is to provide insight into a burgeoning field of study, neuromarketing, documenting various research studies and applications of mechanisms in determining brain activities and other uses of science to benefit marketing research. Data for the study is derived from impartial cross-referencing of conceptual and empirical articles published in major journals. The application of neuroimaging technique in research have provided marketers with concrete evidence of brain activation that signal increased activities during stimulation (Lewis & Bridger, 2005; Rossiter et al., 2001). Further, the implication and causes of concern in using neuroscience methods in marketing are highlighted. Developing country studies on neuromarketing are examined to determine its application and use as a marketing research tool.

Neuroscientific methods and tools can be used to discover unique and useful consumer insights. This chapter provides an overview of the various uses for neuroscientific methods for consumer research. It outlines key neuroscientific methods and tools, including functional magnetic resonance imaging, electroencephalography, various biometric methods, transcranial magnetic stimulation, transcranial direct current stimulation, and neurogenetic association approaches. A key consideration with neuroscientific methods is that each one provides different neurophysiological information. Like other neuroscientific methods, biometrics is often used in studies to capture unconscious responses that cannot be captured with traditional marketing research methods. The most common biometric methods are: electrodermal activity, facial coding, heart rate monitoring, and eye tracking. Heart rate monitoring uses an electrocardiograph machine to obtain real-time measures of arousal, attention, cognitive effort, or physical effort. With continued improvements in neuroscientific technologies, as well as data analytics techniques, there will be greater adoption of neuroscientific methods.

In the past decades, marketing has been revolutionized by digital sources, which provide marketers with rich information on potential consumers. Consequently, this article explores the evolving opportunities that online communities present to marketers in collecting consumer insights. It advances Southeast Europe’s marketing researchers’ understanding of netnography by introducing them to its concept, procedures, and implications. This study triangulates the data through utilizing seven one-to-one in-depth interviews with fashion designers, employing two focus groups with fashion consumers who actively congregate in online communities, and through conducting netnography on a fashion-related online community. This article demonstrates netnography practices, and experiences with the goal of having fashion designers and marketers understand its potential as an efficient method for providing effective qualitative market intelligence. It shows that netnography is a relatively easy, cost-effective and time-efficient approach, and it supports brand development through achieving a better understanding of consumer perceptions. Overall, netnography has great potential as a marketing research tool. Online fashion community members’ views support it as most of them prefer to participate in netnographic research. Nevertheless, the majority of fashion designers in Southeast Europe are not fully aware of the method and its exact procedures and, hence, avoid using it.

The current paper investigates the value and application of a range of physiological and neuroscientific techniques in applied marketing research and consumer science, highlighting new insights from research in social psychology and neuroscience. We review measures of sweat secretion, heart rate, facial muscle activity, eye movements, and electrical brain activity, using techniques including skin conductance, pupillometry, eyetracking, and magnetic brain imaging. For each measure, after a brief explanation of the underlying technique, we illustrate concepts and mechanisms that the measure allows researchers in marketing and consumer science to investigate, with a focus on consumer attitudes and behavior. By providing reviews on recent research that applied these methods in consumer science and relevant related fields, we also highlight methodological and theoretical strengths and limitations, with an emphasis on ecological validity. We argue that the inclusion of physiological and neuroscientific techniques can advance consumer research by providing insights into the often unconscious mechanisms underlying consumer behavior. Therefore, such technologies can help researchers and marketing practitioners understand the mechanisms of consumer behavior and improve predictions of consumer behavior.

The concept of online customer experiences, and in particular the role of social media in online customer behaviour, has recently received great interest from academia, business and market researchers alike. Despite the belief that social media, imbedded in a corresponding online channel strategy, can be the key to successfully track and analyse consumer behaviour, most of the research focuses solely on the consumer rather than the companies' strategic viewpoint. This study investigates current online channel management strategies of retail banking services, developing a much-needed typology of such practices. Based upon a thorough and rigorous data analysis process, we propose a typology of online channel strategies. The typology differentiates existing practices into initiators, reformers and consolidators, and discusses the differences between these categories with implications for theory and practice. We highlight the current and future roles of social media market research, and their strategic implications for the industry sector and market research in general, introducing the concept of ‘Strategic Social Intelligence (SSI)’.

Startups have become a buzzword in the last couple of years, and entrepreneurship became career path for a number of people in the world. With all the advances in education and government subsidizing all over the world, still, statistics shows only a small percentage of successful startups. Studies have shown that the one the leading reasons for startup failure is the misreading of market?s needs. The aim of this paper is to determine the approach to market research, knowledge of tools and methods, and preferences towards online market research tools of entrepreneurs by using Discrete Choice Analysis. The research gathered 187 valid responses from a panel of participants working on developing new products and business, using an online survey tool. In the paper it is shown that the most important attributes for entrepreneurs are the price of the market research tool, followed by the level of details in the report generated, with more in-depth analysis regarding segmentation, simulations, and Marginal Willingness to Pay in the further chapters. The results of the research imply the need for a market research business model optimized for those starting a new business, focused primarily on detailed reporting and analysis, with the pricing model adjusted to the lack of resources entrepreneurs face at the start of their ventures, which would help them better understand the market-fit at the beginning and raise the statistic of successful startups.

Nowadays Covid-19 became the biggest challenge for the branding. The communications between customer and the brand were disturbed by the global pandemic. Because of massive lockdowns, the use of traditional marketing tools by companies to communicate with customers has become ineffective. It should be mentioned that, if well-known model of customer persuasion AIDA model (Attention, Interest, Desire, Action) will be shifted to the digital space, that could be beneficial to solve problems, which firms are facing due to a pandemic. The task of this scientific research is to analyze how well Georgian brands managed customer persuasion in the period of covid-19. This is the problem-solving research what has special methodology. The research expands two main stages. Stage one exploratory marketing research. Stage two descriptive marketing research. Stage number one includes literature review about brands and their customer persuasion. The AIDA model is considered as one of the best methods of communication, however, concepts such as cognitive and non-cognitive are introduced and separated in relation to this approach. The stage number two contains quantitative research of the customers how they are persuaded by companies and brands in Georgia. The following marketing research tools were used: (A) questionnaire for quantitative research. (B) Snowball method, which involves defining a selective set of numerically small groups. Statistical analyze of data through SPSS, also the answers to the open-ended question were processed by using MAXQDA. Expected outcomes will be information how digital channels of communication impacts on customer perception and loyalty to brands. The study can be the theoretical foundation of digital perception for Businessman’s and marketers. To take in to the consideration all above-mentioned factors this study can be beneficial to identify factors influencing customers in the period of covid-19.

Neurofeedback is a procedure that measures brain activity in real-time and presents it as feedback to an individual, thus allowing them to self-regulate brain activity with effects on cognitive processes inferred from behavior. One common argument is that neurofeedback studies can reveal how the measured brain activity causes a particular cognitive process. The causal claim is often made regarding the measured brain activity being manipulated as an independent variable, similar to brain stimulation studies. However, this causal inference is vulnerable to the argument that other upstream brain activities change concurrently and cause changes in the brain activity from which feedback is derived. In this paper, we outline the inference that neurofeedback may causally affect cognition by indirect means. We further argue that researchers should remain open to the idea that the trained brain activity could be part of a "causal network" that collectively affects cognition rather than being necessarily causally primary. This particular inference may provide a better translation of evidence from neurofeedback studies to the rest of neuroscience. We argue that the recent advent of multivariate pattern analysis, when combined with implicit neurofeedback, currently comprises the strongest case for causality. Our perspective is that although the burden of inferring direct causality is difficult, it may be triangulated using a collection of various methods in neuroscience. Finally, we argue that the neurofeedback methodology provides unique advantages compared to other methods for revealing changes in the brain and cognitive processes but that researchers should remain mindful of indirect causal effects.

Purpose – This chapter explores the basic characteristics of stochastic frontier estimation, discusses advantages of the method that make it conducive to research in international marketing, and provides an application to demonstrate its use. Potential applications in international marketing research are also discussed. Methodology – Stochastic Frontier Estimation. Findings – Stochastic frontier estimation models, prevalent in other fields, are very limited in the international marketing literature. Many potential opportunities exist for its use in the context of international marketing. Originality/value of paper – The intent of this chapter is to show that stochastic frontier estimation is a potentially valuable tool for international marketing research. We show this by demonstrating the use of the tool and by providing examples of potential research studies.

In this era of rapid technological change, Social Media has emerged as a key marketing practice in the ICT sector in India. In this chapter, the authors examine the emergence of Social Media as a marketing practice, its application in Relationship Marketing and Market Research and the influence of these on Customer Satisfaction in a B2B market. This research integrates Social Media with the widely prevalent Marketing Management and Relationship Marketing paradigms. A web based survey was used to collect data from a sampling frame of ICT firms in India. Factor analysis evidenced the emergence of Social Media as a unique and distinct factor. It also clearly shows the use of Social Media for Relationship Marketing and Market Research purposes by these ICT firms. Multiple regression analysis showed a significant positive relationship between the independent variables - Social Media, Relationship Marketing and Market Research and the dependent variable Customer Satisfaction.

Contemporary consumer culture consists of subcultures that provide meanings and practices that significantly structure the identities, relationships, and behaviors of consumers. These subcultures are closely related to countercultures and often serve as the source of countercultural images and identities. Their countercultural images and identities are often absorbed by the advertising, entertainment, and marketing industries, and eventually become popularized. In consumer research or consumer cultural studies, subcultures have been related to a variety of different consumption activities. The use of the term subculture has been criticized as overly deviant, ambiguous, and overextended; however, many consumer researchers still find the concept useful. A number of related concepts have been developed, such as subcultures of consumption, communities of consumption, brand communities, and microcultures. The term deals with an ambiguous, dynamic, and important social phenomenon. It is also linked to important bases of literature. As long as lifestyle, differentiation, self‐transformation, and small group identities continue to be important aspects of contemporary consumer culture, the concept of subcultures will continue to be both needed and useful.

In this article definitions of mood and the behavioral effects of negative moods are reviewed and scrutinized. This is an important task for two reasons. First, in prior studies, consumer researchers have treated concepts such as affect, mood, feeling, and emotion vaguely and arbitrarily. This has resulted in confusion regarding the substance of mood. In an attempt to dispel a part of this confusion, this article offers a conceptual analysis of mood. Second, a large part of prior consumer behavior- and advertising-related mood research has addressed the relation between mood and mental constructs. The relation between mood and actual consumer behaviors is a more neglected research area. The behavioral effects of negative moods are an especially interesting phenomenon, because past studies have produced mixed and contradictory results. Thus, to offer novel insights, the key conclusion of the conceptual analysis of mood is harnessed to explain the inconsistent findings regarding the negative mood–(consumer) behavior relation. Another theoretical contribution is the provision of starting points for conceptualizing mood-alleviative consumer behavior. Suggestions for future research are also briefly outlined in the concluding section of this article. © 2000 John Wiley & Sons, Inc.

Background The global prevalence of smoking remains a significant public health concern, necessitating the development of effective anti-smoking campaigns to promote smoking cessation and discourage smoking initiation. Understanding the factors that influence individual responses to anti-smoking messages is critical for tailoring campaigns to different populations. Focus of the Article This study substantially exhibits the concepts of audience segmentation and targeting, informed by theory and formative research, and monitoring and evaluation research in the context of anti-smoking campaigns. Research Question The article aims to answer how smoking behavior and message framing influence individuals’ counterarguing responses to anti-smoking advertisements and the implications for ad effectiveness. Approach The research investigates the role of smoking behavior (smokers vs. non-smokers) and message framing (positive vs. negative) in shaping individuals’ counterarguing responses to anti-smoking advertisements, using two studies involving behavioral and neuroscientific methods. Methods Study 1 employed an online video task with 1920 participants, examining the effects of smoking behavior and message framing on ad effectiveness. Study 2 used electroencephalography (EEG) to record brain activity from 31 participants while they viewed anti-smoking video advertisements, focusing on the neural correlates of counterarguing and their effect on anti-smoking ad effectiveness. Results Study 1 found that smokers report lower ad effectiveness compared to non-smokers, and observed an interaction between smoking behavior and message framing. Study 2 found that smoking behavior significantly influenced brain activity in the dorsolateral prefrontal cortex (dlPFC), ventrolateral prefrontal cortex (VLPFC), and anterior cingulate cortex (ACC) regions in response to anti-smoking ads. Additionally, a significant interaction was observed between smoking behavior and ad framing on brain activity in all three regions. Recommendations for Research or Practice The findings suggest that anti-smoking campaigns should be tailored to the specific needs and attitudes of smokers and non-smokers, with separate campaigns for each group. Future research could explore the role of other individual differences in shaping counterarguing responses, the long-term effects of exposure to different types of anti-smoking messages on smoking behavior, and using more advanced neuroimaging techniques to investigate the neural processes that underlie counterarguing responses to anti-smoking messages for better flow.

The impact of quarantine restrictions that have affected the specifics of the organization of marketing research is shown. It has been determined that in the context of the COVID-19 pandemic, most marketing research is conducted using Internet technologies. In the conditions of the pandemic, the forms of marketing research have changed. Emphasis is shifting to more active use of Internet marketing opportunities to implement a marketing research plan. Problems of organizing and conducting marketing research are directly related to the management of marketing activities and adaptation of the enterprise to the environment, which is characterized by a high degree of uncertainty. The aim of the article is to study and systematize the key issues of marketing research, taking into account the quarantine restrictions caused by the COVID-19 pandemic. Advantages of remote work with consumers of enterprise products are systematized. The advantages of remote work with consumers are increasing the speed of data processing and interpretation of research results, the possibility of simultaneous work with respondents, the possibility of a more complete geographical coverage of respondents, improving the quality of the questionnaire by adding questions with multimedia components, saving the marketing budget by reducing the cost of marketing research. Relevant types of marketing research are identified, which are most often conducted online. The main types of marketing research conducted with the help of Internet resources are determining the profile of consumers, market research, corporate image research, diagnosing brand value, analysis of consumer satisfaction with the range and parameters of product, evaluating the effectiveness of the advertising campaign, testing of pricing policy, study of the competitive environment of the enterprise. The key problems of organizing and conducting marketing research in a pandemic and formulated ways to solve them are given. In a pandemic, the struggle for the consumer is greatly intensified, so the company’s marketing strategies should be as consistent with the overall development strategy, and the timeliness of adjustment of the strategic set is provided by marketing research, which allows diagnosing key changes in consumer behavior in markets.

R esearchers frequently have explicitly or implicitly posed the question: What is consumer research? (Belk 1986; Jacoby 1975; Holbrook 1987). While a formal definition of consumer research may be of little value, since consumer research will ultimately be defined by what researchers achieve, there is a need for direction. We begin with the premise that consumer research, whatever form it might take, seeks to produce knowledge about consumer behavior. Although simple, this premise points up the fact that consumer research is a means to an end. Of course consumer research is about consumers and about behavior, but this is hardly limiting or even informative. After all, anything can be construed as the consumption of something and consumption must entail some kind of behavior. Emphasis should be on the knowledge produced: What possible kinds of knowledge could be created by consumer research?