<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.3 20210610//EN" "JATS-journalpublishing1-3.dtd">
<article article-type="research-article" dtd-version="1.3" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xml:lang="ru"><front><journal-meta><journal-id journal-id-type="publisher-id">managementscience</journal-id><journal-title-group><journal-title xml:lang="ru">Управленческие науки / Management Sciences</journal-title><trans-title-group xml:lang="en"><trans-title>Management Sciences</trans-title></trans-title-group></journal-title-group><issn pub-type="ppub">2304-022X</issn><issn pub-type="epub">2618-9941</issn><publisher><publisher-name>Financial University under The Government of Russian Federation</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.26794/2304-022X-2018-8-4-77-83</article-id><article-id custom-type="elpub" pub-id-type="custom">managementscience-178</article-id><article-categories><subj-group subj-group-type="heading"><subject>Research Article</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="ru"><subject>УПРАВЛЕНИЕ МАРКЕТИНГОМ</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="en"><subject>MARKETING MANAGEMENT</subject></subj-group></article-categories><title-group><article-title>Возможности и ограничения использования методов нейромаркетинга</article-title><trans-title-group xml:lang="en"><trans-title>Perspectives and Limitations of Neuromarketing Research Methods</trans-title></trans-title-group></title-group><contrib-group><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-9236-4930</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Неделько</surname><given-names>А. Ю.</given-names></name><name name-style="western" xml:lang="en"><surname>Nedelko</surname><given-names>A. Yu.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Анастасия Юрьевна Неделько — аспирант, ассистент кафедры «Стратегический маркетинг» факультета бизнеса и менеджмента</p><p>Москва</p><p> </p></bio><bio xml:lang="en"><p>Anastasia Yu. Nedelko — Associate Student, Assistant of the Department “Strategic Marketing”</p><p>Moscow</p></bio><email xlink:type="simple">anedelko@hse.com</email><xref ref-type="aff" rid="aff-1"/></contrib></contrib-group><aff-alternatives id="aff-1"><aff xml:lang="ru"><institution>НИУ Высшая школа экономики</institution><country>Россия</country></aff><aff xml:lang="en"><institution>NRU Higher School of Economics</institution><country>Russian Federation</country></aff></aff-alternatives><pub-date pub-type="collection"><year>2018</year></pub-date><pub-date pub-type="epub"><day>24</day><month>01</month><year>2019</year></pub-date><volume>8</volume><issue>4</issue><fpage>77</fpage><lpage>83</lpage><permissions><copyright-statement>Copyright &amp;#x00A9; Неделько А.Ю., 2019</copyright-statement><copyright-year>2019</copyright-year><copyright-holder xml:lang="ru">Неделько А.Ю.</copyright-holder><copyright-holder xml:lang="en">Nedelko A.Y.</copyright-holder><license xml:lang="ru" license-type="creative-commons-attribution" xlink:href="https://creativecommons.org/licenses/by/4.0/" xlink:type="simple"><license-p>Данная работа распространяется под лицензией Creative Commons Attribution 4.0.</license-p></license><license xml:lang="en" license-type="creative-commons-attribution" xlink:href="https://creativecommons.org/licenses/by/4.0/" xlink:type="simple"><license-p>This work is licensed under a Creative Commons Attribution 4.0 License.</license-p></license></permissions><self-uri xlink:href="https://managementscience.fa.ru/jour/article/view/178">https://managementscience.fa.ru/jour/article/view/178</self-uri><abstract><p>В современном мире потребители перегружены рекламными сообщениями, и конкуренция среди рекламодателей становится более жесткой. Именно поэтому возникает потребность в разработке результативных маркетинговых сообщений, которые будут воздействовать на подсознание человека, побуждая его, например, к покупке продукта или услуги. В связи с этим появляется нейромаркетинг — исследовательский инструмент для измерения подсознательных реакций человека на маркетинговые стимулы. В данной работе критически проанализированы существующие методы нейромаркетинга, определены их преимущества и недостатки. В результате выделены следующие группы методов нейромаркетинга: методы, измеряющие метаболическую активность мозга; методы, измеряющие электрическую активность мозга; методы, измеряющие производные подсознательные реакции. Данные методы дают возможность оценивать такие подсознательные реакции, как уровень внимания и эмоциональной вовлеченности, активацию памяти и другие параметры восприятия. В то же время у нейромаркетинга есть и недостатки, среди которых можно выделить высокую стоимость, сложность поиска испытуемых и специалистов, а также негативное влияние лабораторных условий при проведении экспериментов. Эти недостатки необходимо учитывать при проведении исследований, нивелируя их с помощью традиционных методов.</p></abstract><trans-abstract xml:lang="en"><p>In the modern world consumers are overwhelmed with advertising messages and competition among advertisers is becoming harder. That is why there is a need to develop effective marketing messages that will affect people subconsciousness. In this regard, neuromarketing appears as a research tool for measuring subconscious reactions to marketing incentives. In this paper existing methods of neuromarketing are analyzed critically, their advantages and disadvantages are critically determined. As a result, the following groups of neuromarketing methods are distinguished: methods that measure the metabolic brain activity; methods that measure electrical brain activity; methods that measure derivative subconscious reactions. These methods make it possible to evaluate subconscious reactions, such as level of attention and emotional engagement, memory activation and other perceptual metrics. At the same time, neuromarketing has its limitations such as high costs, difficulty of searching for subjects and specialists and also negative influence of laboratory conditions during the experiments. These shortcomings should be taken into consideration combining neuromarketing with traditional research methods.</p></trans-abstract><kwd-group xml:lang="ru"><kwd>нейромаркетинг</kwd><kwd>нейромаркетинговые исследования</kwd><kwd>методы маркетинговых исследований</kwd><kwd>поведение потребителей</kwd><kwd>маркетинговые стимулы</kwd></kwd-group><kwd-group xml:lang="en"><kwd>neuromarketing</kwd><kwd>neuromarketing research</kwd><kwd>methods of marketing research</kwd><kwd>consumer behavior</kwd><kwd>marketing incentives</kwd></kwd-group></article-meta></front><back><ref-list><title>References</title><ref id="cit1"><label>1</label><citation-alternatives><mixed-citation xml:lang="ru">Suomala J., Palokangas L., Leminen S., Westerlund M., Heinonen J., Numminen J. Neuromarketing: Understanding customers’ subconscious responses to marketing. Technology Innovation Management Review. 2012;12(2):12–21. DOI: 10.22215/timreview/634}</mixed-citation><mixed-citation xml:lang="en">Suomala J., Palokangas L., Leminen S., Westerlund M., Heinonen J., Numminen J. Neuromarketing: Understanding customers’ subconscious responses to marketing. Technology Innovation Management Review. 2012;12(2):12–21. DOI: 10.22215/timreview/634}</mixed-citation></citation-alternatives></ref><ref id="cit2"><label>2</label><citation-alternatives><mixed-citation xml:lang="ru">Murphy E. R., Illes J., Reiner P. B. Neuroethics of neuromarketing. Journal of Consumer Behaviour. 2008;7(4– 5):293–302. DOI: 10.1002/cb.252</mixed-citation><mixed-citation xml:lang="en">Murphy E. R., Illes J., Reiner P. B. Neuroethics of neuromarketing. Journal of Consumer Behaviour. 2008;7(4– 5):293–302. DOI: 10.1002/cb.252</mixed-citation></citation-alternatives></ref><ref id="cit3"><label>3</label><citation-alternatives><mixed-citation xml:lang="ru">Fugate D. Neuromarketing: A layman’s look at neuroscience and its potential application to marketing practice. Journal of Consumer Marketing. 2007;24(7):385–394. DOI: 10.1108/07363760710834807</mixed-citation><mixed-citation xml:lang="en">Fugate D. Neuromarketing: A layman’s look at neuroscience and its potential application to marketing practice. Journal of Consumer Marketing. 2007;24(7):385–394. DOI: 10.1108/07363760710834807</mixed-citation></citation-alternatives></ref><ref id="cit4"><label>4</label><citation-alternatives><mixed-citation xml:lang="ru">Lee N., Broderick A.J., Chamberlain L. What is ‘neuromarketing’? A discussion and agenda for future research. International Journal of Psychophysiology. 2007;63(2):199–204. DOI: 10.1016/j.ijpsycho.2006.03.007</mixed-citation><mixed-citation xml:lang="en">Lee N., Broderick A.J., Chamberlain L. What is ‘neuromarketing’? A discussion and agenda for future research. International Journal of Psychophysiology. 2007;63(2):199–204. DOI: 10.1016/j.ijpsycho.2006.03.007</mixed-citation></citation-alternatives></ref><ref id="cit5"><label>5</label><citation-alternatives><mixed-citation xml:lang="ru">Morin C. Neuromarketing: The new science of consumer behavior. Society. 2011;48(2):131–135. DOI: 10.1007/s12115-010-9408-1</mixed-citation><mixed-citation xml:lang="en">Morin C. Neuromarketing: The new science of consumer behavior. Society. 2011;48(2):131–135. DOI: 10.1007/s12115-010-9408-1</mixed-citation></citation-alternatives></ref><ref id="cit6"><label>6</label><citation-alternatives><mixed-citation xml:lang="ru">Ohme R., Matukin M. A small frog that makes a big difference: Brain wave testing of TV advertisements. IEEE pulse. 2012;3(3):28–33. DOI: 10.1109/MPUL.2012.2189169</mixed-citation><mixed-citation xml:lang="en">Ohme R., Matukin M. A small frog that makes a big difference: Brain wave testing of TV advertisements. IEEE pulse. 2012;3(3):28–33. DOI: 10.1109/MPUL.2012.2189169</mixed-citation></citation-alternatives></ref><ref id="cit7"><label>7</label><citation-alternatives><mixed-citation xml:lang="ru">Page G. Scientifi realism: What ‘neuromarketing’ can and can’t tell us about consumers. International Journal of Market Research. 2012;54(2):287–290. DOI: 10.2501/IJMR-54-2-287-290</mixed-citation><mixed-citation xml:lang="en">Page G. Scientifi realism: What ‘neuromarketing’ can and can’t tell us about consumers. International Journal of Market Research. 2012;54(2):287–290. DOI: 10.2501/IJMR-54-2-287-290</mixed-citation></citation-alternatives></ref><ref id="cit8"><label>8</label><citation-alternatives><mixed-citation xml:lang="ru">Perrachione T.K., Perrachione J.R. Brains and brands: Developing mutually informative research in neuroscience and marketing. Journal of Consumer Behaviour. 2008;7(4–5):303–318. DOI: 10.1002/cb.253</mixed-citation><mixed-citation xml:lang="en">Perrachione T.K., Perrachione J.R. Brains and brands: Developing mutually informative research in neuroscience and marketing. Journal of Consumer Behaviour. 2008;7(4–5):303–318. DOI: 10.1002/cb.253</mixed-citation></citation-alternatives></ref><ref id="cit9"><label>9</label><citation-alternatives><mixed-citation xml:lang="ru">Vecchiato G., Kong W., Giulio Maglione A., Wei D. Understanding the impact of TV commercials. IEEE pulse. 2012;3(3):42–48. DOI: 10.1109/MPUL.2012.2189171</mixed-citation><mixed-citation xml:lang="en">Vecchiato G., Kong W., Giulio Maglione A., Wei D. Understanding the impact of TV commercials. IEEE pulse. 2012;3(3):42–48. DOI: 10.1109/MPUL.2012.2189171</mixed-citation></citation-alternatives></ref><ref id="cit10"><label>10</label><citation-alternatives><mixed-citation xml:lang="ru">Fisher C.E., Chi L., Klitzman R. Defi neuromarketing: Practices and professional challenges. Harvard Review of Psychiatry. 2010;18(4):230–237. DOI: 10.3109/10673229.2010.496623</mixed-citation><mixed-citation xml:lang="en">Fisher C.E., Chi L., Klitzman R. Defi neuromarketing: Practices and professional challenges. Harvard Review of Psychiatry. 2010;18(4):230–237. DOI: 10.3109/10673229.2010.496623</mixed-citation></citation-alternatives></ref><ref id="cit11"><label>11</label><citation-alternatives><mixed-citation xml:lang="ru">Butler M.J.R. Neuromarketing and the perception of knowledge. Journal of Consumer Behaviour. 2008;7(4–5):415– 419. DOI: 10.1002/cb.260</mixed-citation><mixed-citation xml:lang="en">Butler M.J.R. Neuromarketing and the perception of knowledge. Journal of Consumer Behaviour. 2008;7(4–5):415– 419. DOI: 10.1002/cb.260</mixed-citation></citation-alternatives></ref><ref id="cit12"><label>12</label><citation-alternatives><mixed-citation xml:lang="ru">Hubert M., Kenning P. A current overview of consumer neuroscience. Journal of Consumer Behaviour. 2008;7(4–5):272–292. DOI: 10.1002/cb.251</mixed-citation><mixed-citation xml:lang="en">Hubert M., Kenning P. A current overview of consumer neuroscience. Journal of Consumer Behaviour. 2008;7(4–5):272–292. DOI: 10.1002/cb.251</mixed-citation></citation-alternatives></ref><ref id="cit13"><label>13</label><citation-alternatives><mixed-citation xml:lang="ru">Garcia J. R., Saad G. Evolutionary neuromarketing: Darwinizing the neuroimaging paradigm for consumer behavior. Journal of Consumer Behaviour. 2008;7(4–5):397–414. DOI: 10.1002/cb.259</mixed-citation><mixed-citation xml:lang="en">Garcia J. R., Saad G. Evolutionary neuromarketing: Darwinizing the neuroimaging paradigm for consumer behavior. Journal of Consumer Behaviour. 2008;7(4–5):397–414. DOI: 10.1002/cb.259</mixed-citation></citation-alternatives></ref><ref id="cit14"><label>14</label><citation-alternatives><mixed-citation xml:lang="ru">Senior C., Lee N. A manifesto for neuromarketing science. Journal of Consumer Behaviour. 2008;7(4–5):263–271. DOI: 10.1002/cb.250</mixed-citation><mixed-citation xml:lang="en">Senior C., Lee N. A manifesto for neuromarketing science. Journal of Consumer Behaviour. 2008;7(4–5):263–271. DOI: 10.1002/cb.250</mixed-citation></citation-alternatives></ref><ref id="cit15"><label>15</label><citation-alternatives><mixed-citation xml:lang="ru">Karmarkar U. Note on neuromarketing. Harvard Business School Marketing Unit Case. 2011;(512–031).</mixed-citation><mixed-citation xml:lang="en">Karmarkar U. Note on neuromarketing. Harvard Business School Marketing Unit Case. 2011;(512–031).</mixed-citation></citation-alternatives></ref><ref id="cit16"><label>16</label><citation-alternatives><mixed-citation xml:lang="ru">Marci C.D. Minding the gap: The evolving relationships between affective neuroscience and advertising research.International Journal of Advertising. 2008;27(3):473–475. DOI: 10.2501/S0265048708080098A</mixed-citation><mixed-citation xml:lang="en">Marci C.D. Minding the gap: The evolving relationships between affective neuroscience and advertising research.International Journal of Advertising. 2008;27(3):473–475. DOI: 10.2501/S0265048708080098A</mixed-citation></citation-alternatives></ref><ref id="cit17"><label>17</label><citation-alternatives><mixed-citation xml:lang="ru">Javor A., Koller M., Lee N., Chamberlain L., Ransmayr G. Neuromarketing and consumer neuroscience: Contributions to neurology. BMC Neurology. 2013;13(1):1–12. DOI: 10.1186/1471-2377-13-13</mixed-citation><mixed-citation xml:lang="en">Javor A., Koller M., Lee N., Chamberlain L., Ransmayr G. Neuromarketing and consumer neuroscience: Contributions to neurology. BMC Neurology. 2013;13(1):1–12. DOI: 10.1186/1471-2377-13-13</mixed-citation></citation-alternatives></ref><ref id="cit18"><label>18</label><citation-alternatives><mixed-citation xml:lang="ru">Green S., Holbert N. Gifts of the neuro-magi: Science and speculation in the age of neuromarketing. Marketing Research. 2012;24(3):10–16.</mixed-citation><mixed-citation xml:lang="en">Green S., Holbert N. Gifts of the neuro-magi: Science and speculation in the age of neuromarketing. Marketing Research. 2012;24(3):10–16.</mixed-citation></citation-alternatives></ref><ref id="cit19"><label>19</label><citation-alternatives><mixed-citation xml:lang="ru">Шиллер Р. Дж. Нарративная экономика и нейроэкономика. Финансы: теория и практика. 2018;22(1):64–91. DOI: 10.26794/2587-5671-2018-22-1-64-91</mixed-citation><mixed-citation xml:lang="en">Shiller R.J. Narrative economics and neuroeconomics. Finansy: teoriya i praktika = Finance: Theory and Practice. 2018;22(1):64–91. (In Russ.). DOI: 10.26794/2587-5671-2018-22-1-64-91</mixed-citation></citation-alternatives></ref><ref id="cit20"><label>20</label><citation-alternatives><mixed-citation xml:lang="ru">Kenning P., Plassmann H. NeuroEconomics: An overview from an economic perspective. Brain Research Bulletin. 2005;67(5):343–354. DOI: 10.1016/j.brainresbull.2005.07.006</mixed-citation><mixed-citation xml:lang="en">Kenning P., Plassmann H. NeuroEconomics: An overview from an economic perspective. Brain Research Bulletin. 2005;67(5):343–354. DOI: 10.1016/j.brainresbull.2005.07.006</mixed-citation></citation-alternatives></ref><ref id="cit21"><label>21</label><citation-alternatives><mixed-citation xml:lang="ru">Lindström M. Buyology: How everything we believe about why we buy is wrong. New York: Random House Business Books; 2012. 242 p.</mixed-citation><mixed-citation xml:lang="en">Lindström M. Buyology: How everything we believe about why we buy is wrong. New York: Random House Business Books; 2012. 242 p.</mixed-citation></citation-alternatives></ref><ref id="cit22"><label>22</label><citation-alternatives><mixed-citation xml:lang="ru">Khushaba R.N., Wise C., Kodagoda S., Louviere J., Kahn B.E., Townsend C. Consumer neuroscience: Assessing the brain response to marketing stimuli using electroencephalogram (EEG) and eye tracking. Expert Systems with Applications. 2013;40(9):3803–3812. DOI: 10.1016/j.eswa.2012.12.095</mixed-citation><mixed-citation xml:lang="en">Khushaba R.N., Wise C., Kodagoda S., Louviere J., Kahn B.E., Townsend C. Consumer neuroscience: Assessing the brain response to marketing stimuli using electroencephalogram (EEG) and eye tracking. Expert Systems with Applications. 2013;40(9):3803–3812. DOI: 10.1016/j.eswa.2012.12.095</mixed-citation></citation-alternatives></ref><ref id="cit23"><label>23</label><citation-alternatives><mixed-citation xml:lang="ru">Melillo W. Inside the consumer mind: What neuroscience can tell us about marketing. Adweek. 2006;47(3):54–79.</mixed-citation><mixed-citation xml:lang="en">Melillo W. Inside the consumer mind: What neuroscience can tell us about marketing. Adweek. 2006;47(3):54–79.</mixed-citation></citation-alternatives></ref><ref id="cit24"><label>24</label><citation-alternatives><mixed-citation xml:lang="ru">Harmon-Jones E., Beer J.S., eds. Methods in social neuroscience. New York: Guilford Publications; 2009. 355 p.</mixed-citation><mixed-citation xml:lang="en">Harmon-Jones E., Beer J.S., eds. Methods in social neuroscience. New York: Guilford Publications; 2009. 355 p.</mixed-citation></citation-alternatives></ref><ref id="cit25"><label>25</label><citation-alternatives><mixed-citation xml:lang="ru">Perlman G. Simmons A.N., Wu J., Hahn K.S., Tapert S.F., Max J.E., Yang, T.T. Amygdala response and functional connectivity during emotion regulation: a study of 14 depressed adolescents. Journal of Affective Disorders. 2012;139(1):75–84. DOI: 0.1016/j.jad.2012.01.044</mixed-citation><mixed-citation xml:lang="en">Perlman G. Simmons A.N., Wu J., Hahn K.S., Tapert S.F., Max J.E., Yang, T.T. Amygdala response and functional connectivity during emotion regulation: a study of 14 depressed adolescents. Journal of Affective Disorders. 2012;139(1):75–84. DOI: 0.1016/j.jad.2012.01.044</mixed-citation></citation-alternatives></ref><ref id="cit26"><label>26</label><citation-alternatives><mixed-citation xml:lang="ru">Smith M., Marci C. From theory to common practice: Consumer neuroscience goes mainstream. Nielsen Journal of Measurement. 2016;1(2). URL: http://www.nielsen.com/content/dam/nielsenglobal/us/docs/reports/journal-of-measurement/njm-from-theory-to-common-practice-consumer-neuroscience-goes-mainstream.pdf (accessed 15.04.2018).</mixed-citation><mixed-citation xml:lang="en">Smith M., Marci C. From theory to common practice: Consumer neuroscience goes mainstream. Nielsen Journal of Measurement. 2016;1(2). URL: http://www.nielsen.com/content/dam/nielsenglobal/us/docs/reports/journal-of-measurement/njm-from-theory-to-common-practice-consumer-neuroscience-goes-mainstream.pdf (accessed 15.04.2018).</mixed-citation></citation-alternatives></ref><ref id="cit27"><label>27</label><citation-alternatives><mixed-citation xml:lang="ru">Eser Z., Isin F.B., Tolon M. Perceptions of marketing academics, neurologists, and marketing professionals about neuromarketing. Journal of Marketing Management. 2011;27(7–8):854–868. DOI: 10.1080/02672571003719070</mixed-citation><mixed-citation xml:lang="en">Eser Z., Isin F.B., Tolon M. Perceptions of marketing academics, neurologists, and marketing professionals about neuromarketing. Journal of Marketing Management. 2011;27(7–8):854–868. DOI: 10.1080/02672571003719070</mixed-citation></citation-alternatives></ref><ref id="cit28"><label>28</label><citation-alternatives><mixed-citation xml:lang="ru">Bercea M. D. Quantitative versus qualitative in neuromarketing research. Munich Personal RePEc Archive. 2013. URL: https://mpra.ub.uni-muenchen.de/44134/1/Monica_Diana_Bercea-Quantitative_vs_Qualitative_in_Neuromarketing_Research.pdf.</mixed-citation><mixed-citation xml:lang="en">Bercea M. D. Quantitative versus qualitative in neuromarketing research. Munich Personal RePEc Archive. 2013. URL: https://mpra.ub.uni-muenchen.de/44134/1/Monica_Diana_Bercea-Quantitative_vs_Qualitative_in_Neuromarketing_Research.pdf.</mixed-citation></citation-alternatives></ref><ref id="cit29"><label>29</label><citation-alternatives><mixed-citation xml:lang="ru">Touhami Z.O., Benlafkih L., Jiddane M., Cherrah Y., Malki H.O.E., Benomar A. Neuromarketing: Where marketing and neuroscience meet. African Journal of Business Management. 2011;5(5):1528–1532. DOI: 10.5897/AJBM10.729</mixed-citation><mixed-citation xml:lang="en">Touhami Z.O., Benlafkih L., Jiddane M., Cherrah Y., Malki H.O.E., Benomar A. Neuromarketing: Where marketing and neuroscience meet. African Journal of Business Management. 2011;5(5):1528–1532. DOI: 10.5897/AJBM10.729</mixed-citation></citation-alternatives></ref><ref id="cit30"><label>30</label><citation-alternatives><mixed-citation xml:lang="ru">Kahneman D. Thinking, fast and slow. New York: Farrar, Straus and Giroux; 2011. 533 p.</mixed-citation><mixed-citation xml:lang="en">Kahneman D. Thinking, fast and slow. New York: Farrar, Straus and Giroux; 2011. 533 p.</mixed-citation></citation-alternatives></ref></ref-list><fn-group><fn fn-type="conflict"><p>The authors declare that there are no conflicts of interest present.</p></fn></fn-group></back></article>
