IDEAS home Printed from https://ideas.repec.org/a/eur/ejesjr/347.html
   My bibliography  Save this article

Challenges in Decoding Consumer Behavior with Data Science

Author

Listed:
  • Valentina Chkoniya

    (GOVCOPP, ISCA-UA, University of Aveiro, Portugal)

Abstract

Decoding the ever-evolving consumer behavior is one of the biggest challenges faced by marketers around the world. The future of consumer behavior research is put into question by the advances in data science. Today, when consumers are all the time exposed to new technologies, trends such as facial recognition, artificial intelligence, and voice technology did not advance as rapidly as predicted, marketing intelligence gained a significant share of the spotlight. This paper gives an overview of possible ways to anticipate consumer data intelligence development from the perspectives of a robust data set and deep artificial intelligence expertise for better understanding, modeling, and predicting consumer behavior. Showing that marketing cannot happen in isolation in the era of digital overexposure, it requires a deeper understanding of consumer behavior. Data scientists, analysts, and marketers around the world have to work together to increase consumer loyalty, grow revenue, and improve the predictiveness of their models and effectiveness of their marketing spend. Efficiently integrating consumer behavior data into marketing strategies can help companies improve their approach towards attracting and winning the diverse and dynamic consumer segments and retaining them. This synthesis of current research will be helpful to both researchers and practitioners that work on the use of data science to understand and predict consumer behavior, as well as those making long-range planning marketing decisions.

Suggested Citation

  • Valentina Chkoniya, 2020. "Challenges in Decoding Consumer Behavior with Data Science," European Journal of Economics and Business Studies Articles, Revistia Research and Publishing, vol. 6, September.
  • Handle: RePEc:eur:ejesjr:347
    DOI: 10.26417/897ovg79t
    as

    Download full text from publisher

    File URL: https://revistia.com/index.php/ejes/article/view/5545
    Download Restriction: no

    File URL: https://revistia.com/files/articles/ejes_v6_i3_20/Chkoniya.pdf
    Download Restriction: no

    File URL: https://libkey.io/10.26417/897ovg79t?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Domenica Tropeano, 2011. "The Monetary Policy Response to the Financial Crisis in the Euro Area and in the United States: A Comparison," Palgrave Macmillan Books, in: Pompeo Posta & Leila Simona Talani (ed.), Europe and the Financial Crisis, chapter 2, pages 28-45, Palgrave Macmillan.
    2. Claudiu T Albulescu & Daniel Goyeau & Dominique Pépin, 2013. "Financial instability and ECB monetary policy," Economics Bulletin, AccessEcon, vol. 33(1), pages 388-400.
    3. Maria Demertzis & André Sapir & Simone Tagliapietra & Guntram B. Wolff, 2020. "An effective economic response to the Coronavirus in Europe," Policy Contributions 35323, Bruegel.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Nasreen, Samia & Anwar, Sofia & Ozturk, Ilhan, 2017. "Financial stability, energy consumption and environmental quality: Evidence from South Asian economies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 67(C), pages 1105-1122.
    2. Koppány, Krisztián, 2020. "A kínai koronavírus és a magyar gazdaság kitettsége. Mit mutatnak a világ input-output táblák? [The Chinese coronavirus outbreak and the exposure of the Hungarian economy]," Közgazdasági Szemle (Economic Review - monthly of the Hungarian Academy of Sciences), Közgazdasági Szemle Alapítvány (Economic Review Foundation), vol. 0(5), pages 433-455.
    3. Hung, Kuo-Che & Ma, Tai, 2017. "Does monetary policy have any relationship with the expectations of stock market participants?," Journal of Multinational Financial Management, Elsevier, vol. 39(C), pages 100-117.
    4. Elsayed, Ahmed H. & Naifar, Nader & Nasreen, Samia, 2023. "Financial stability and monetary policy reaction: Evidence from the GCC countries," The Quarterly Review of Economics and Finance, Elsevier, vol. 87(C), pages 396-405.
    5. Segarra-Blasco, Agustí & Teruel, Mercedes & Cattaruzzo, Sebastiano, 2021. "The economic reaction to non-pharmaceutical interventions during Covid-19," Economic Analysis and Policy, Elsevier, vol. 72(C), pages 592-608.
    6. Käfer Benjamin, 2014. "The Taylor Rule and Financial Stability – A Literature Review with Application for the Eurozone," Review of Economics, De Gruyter, vol. 65(2), pages 159-192, August.
    7. SATTAR, Muhammad Atif & ARCILLA Jr., Felix E. & SATTAR, Muhammad Fahad, 2020. "The Response Of Financial Market Indices To Covid-19 Pandemic," Studii Financiare (Financial Studies), Centre of Financial and Monetary Research "Victor Slavescu", vol. 24(3), pages 83-92, September.
    8. Samia Nasreen & Sofia Anwar, 2020. "Financial Stability And The Role Of Economic And Financial Integration In South Asia: Evidence From Time-Series Data," The Singapore Economic Review (SER), World Scientific Publishing Co. Pte. Ltd., vol. 65(02), pages 303-333, March.
    9. Fisayo Fagbemi & Tolulope T. Osinubi & Olufemi S. Olatunde, 2022. "COVID-19 and Unemployment: Showcasing Sub-Saharan African Experience," Jindal Journal of Business Research, , vol. 11(1), pages 24-33, June.
    10. Samia Nasreen & Sofia Anwar, 2017. "Financial Stability And The Role Of Economic And Financial Integration In South Asia: Evidence From Time-Series Data," The Singapore Economic Review (SER), World Scientific Publishing Co. Pte. Ltd., vol. 65(02), pages 303-333, March.
    11. Cendejas, José Luis & Castañeda, Juan E. & Muñoz, Félix-Fernando, 2014. "Business cycle, interest rate and money in the euro area: A common factor model," Economic Modelling, Elsevier, vol. 43(C), pages 136-141.
    12. Mutaz Alharbi, 2020. "The Economic Effect of Coronavirus (COVID-19) on Higher Education in Jordan: An Analytical Survey," International Journal of Economics & Business Administration (IJEBA), International Journal of Economics & Business Administration (IJEBA), vol. 0(2), pages 521-532.
    13. Gianfranco Zampese, 2017. "Taylor Rule and Financial Instability," BAFFI CAREFIN Working Papers 1757, BAFFI CAREFIN, Centre for Applied Research on International Markets Banking Finance and Regulation, Universita' Bocconi, Milano, Italy.
    14. Akosah, Nana & Loloh, Francis & Lawson, Natalia & Kumah, Claudia, 2018. "Measuring Financial Stability in Ghana: A New Index-Based Approach," MPRA Paper 86634, University Library of Munich, Germany.
    15. Gross, Jonas & Zahner, Johannes, 2021. "What is on the ECB’s mind? Monetary policy before and after the global financial crisis," Journal of Macroeconomics, Elsevier, vol. 68(C).
    16. Julia Bachtrögler & Matthias Firgo & Oliver Fritz & Michael Klien & Peter Mayerhofer & Philipp Piribauer & Gerhard Streicher, 2020. "Kurzanalyse zur relativen Betroffenheit der Wiener Wirtschaft von der aktuellen COVID-19-Krise," WIFO Studies, WIFO, number 65844, April.
    17. Bryan S. Weber & Toan Luu Duc Huynh, 2022. "COVID‐19 challenges and firm responses: Analysis of a city‐wide census in a developing country," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 43(6), pages 2184-2195, September.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eur:ejesjr:347. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Revistia Research and Publishing (email available below). General contact details of provider: https://revistia.com/index.php/ejes .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.