IDEAS home Printed from https://ideas.repec.org/a/gam/jmathe/v9y2021i16p1950-d614774.html
   My bibliography  Save this article

Understanding Consumer Stockpiling during the COVID-19 Outbreak through the Theory of Planned Behavior

Author

Listed:
  • Maria-Magdalena Roșu

    (Faculty of Cybernetics, Statistics and Economic Informatics, Bucharest University of Economic Studies, 010371 Bucharest, Romania)

  • Rodica Ianole-Călin

    (Faculty of Business and Administration, University of Bucharest, 030018 Bucharest, Romania)

  • Raluca Dinescu

    (Faculty of Business and Administration, University of Bucharest, 030018 Bucharest, Romania)

  • Anca Bratu

    (Faculty of Business and Administration, University of Bucharest, 030018 Bucharest, Romania)

  • Răzvan-Mihail Papuc

    (Faculty of Business and Administration, University of Bucharest, 030018 Bucharest, Romania)

  • Anastasia Cosma

    (Faculty of Business and Administration, University of Bucharest, 030018 Bucharest, Romania)

Abstract

We use the theory of planned behavior (TPB) to investigate determinants of stockpiling behavior during the COVID-19 lockdown. We analyzed 518 responses to an online survey and used Partial Least Squares Path Modeling (PLS-PM) techniques to estimate relationships between variables. Negative attitude (perceived barriers) and others’ behavior (descriptive social norms) were revealed as significant predictors for both intention to over-purchase and the actual stockpiling behavior. The lack of significance obtained for perceived behavioral control (PBC) is also an important result, strengthening the evidence that factors’ contribution to TPB’s predictive power is strongly context-dependent, respectively that PBC is less relevant in settings dominated by uncertainty. The lack of significance is especially compelling when stockpiling behavior is regarded as deviant conduct from effective consumption. Our findings expand the understanding on the applicability of TPB and offer informed practical suggestions for improving managerial strategies, public and private ones, during extreme events when self-regulation and cognitive control are expedient but hard to achieve.

Suggested Citation

  • Maria-Magdalena Roșu & Rodica Ianole-Călin & Raluca Dinescu & Anca Bratu & Răzvan-Mihail Papuc & Anastasia Cosma, 2021. "Understanding Consumer Stockpiling during the COVID-19 Outbreak through the Theory of Planned Behavior," Mathematics, MDPI, vol. 9(16), pages 1-15, August.
  • Handle: RePEc:gam:jmathe:v:9:y:2021:i:16:p:1950-:d:614774
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2227-7390/9/16/1950/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2227-7390/9/16/1950/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Mary Loxton & Robert Truskett & Brigitte Scarf & Laura Sindone & George Baldry & Yinong Zhao, 2020. "Consumer Behaviour during Crises: Preliminary Research on How Coronavirus Has Manifested Consumer Panic Buying, Herd Mentality, Changing Discretionary Spending and the Role of the Media in Influencing," JRFM, MDPI, vol. 13(8), pages 1-21, July.
    2. repec:cup:cbooks:9780511771576 is not listed on IDEAS
    3. Costa, King, 2020. "The Cause of Panic at the Outbreak of COVID-19 in South Africa - A Comparative Analysis with Similar Outbreak in China and New York," AfricArxiv sy54p, Center for Open Science.
    4. Rajagopal, 2015. "Reasoned Action and Planned Behavior," Palgrave Macmillan Books, in: The Butterfly Effect in Competitive Markets, chapter 2, pages 30-65, Palgrave Macmillan.
    5. Rebecca Hamilton & Debora Thompson & Sterling Bone & Lan Nguyen Chaplin & Vladas Griskevicius & Kelly Goldsmith & Ronald Hill & Deborah Roedder John & Chiraag Mittal & Thomas O’Guinn & Paul Piff & Car, 2019. "The effects of scarcity on consumer decision journeys," Journal of the Academy of Marketing Science, Springer, vol. 47(3), pages 532-550, May.
    6. Sheth, Jagdish, 2020. "Impact of Covid-19 on consumer behavior: Will the old habits return or die?," Journal of Business Research, Elsevier, vol. 117(C), pages 280-283.
    7. Junxiong Li & Alan G. Hallsworth & J. Andres Coca‐Stefaniak, 2020. "Changing Grocery Shopping Behaviours Among Chinese Consumers At The Outset Of The COVID‐19 Outbreak," Tijdschrift voor Economische en Sociale Geografie, Royal Dutch Geographical Society KNAG, vol. 111(3), pages 574-583, July.
    8. Julianne Holt-Lunstad & Timothy B Smith & J Bradley Layton, 2010. "Social Relationships and Mortality Risk: A Meta-analytic Review," PLOS Medicine, Public Library of Science, vol. 7(7), pages 1-1, July.
    9. Elena Druică & Fabio Musso & Rodica Ianole-Călin, 2020. "Optimism Bias during the Covid-19 Pandemic: Empirical Evidence from Romania and Italy," Games, MDPI, vol. 11(3), pages 1-15, September.
    10. Roman, Monica & Plopeanu, Aurelian-Petruș, 2021. "The effectiveness of the emergency eLearning during COVID-19 pandemic. The case of higher education in economics in Romania," International Review of Economics Education, Elsevier, vol. 37(C).
    11. Michael Droste & James H. Stock, 2021. "Adapting to the COVID-19 Pandemic," AEA Papers and Proceedings, American Economic Association, vol. 111, pages 351-355, May.
    12. Easley,David & Kleinberg,Jon, 2010. "Networks, Crowds, and Markets," Cambridge Books, Cambridge University Press, number 9780521195331.
    13. Islam, Tahir & Pitafi, Abdul Hameed & Arya, Vikas & Wang, Ying & Akhtar, Naeem & Mubarik, Shujaat & Xiaobei, Liang, 2021. "Panic buying in the COVID-19 pandemic: A multi-country examination," Journal of Retailing and Consumer Services, Elsevier, vol. 59(C).
    14. Billore, Soniya & Anisimova, Tatiana, 2021. "Panic buying research: A systematic literature review and future research agenda," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, issue Early Vie.
    15. Klaas Sijtsma, 2009. "On the Use, the Misuse, and the Very Limited Usefulness of Cronbach’s Alpha," Psychometrika, Springer;The Psychometric Society, vol. 74(1), pages 107-120, March.
    16. Naeem, Muhammad, 2021. "Do social media platforms develop consumer panic buying during the fear of Covid-19 pandemic," Journal of Retailing and Consumer Services, Elsevier, vol. 58(C).
    17. Bo Xie & Daqing He & Tim Mercer & Youfa Wang & Dan Wu & Kenneth R. Fleischmann & Yan Zhang & Linda H. Yoder & Keri K. Stephens & Michael Mackert & Min Kyung Lee, 2020. "Global health crises are also information crises: A call to action," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 71(12), pages 1419-1423, December.
    18. Piergiorgio Degli Esposti & Ariela Mortara & Geraldina Roberti, 2021. "Sharing and Sustainable Consumption in the Era of COVID-19," Sustainability, MDPI, vol. 13(4), pages 1-15, February.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Stanca, Liana & Dabija, Dan-Cristian & Câmpian, Veronica, 2023. "Qualitative analysis of customer behavior in the retail industry during the COVID-19 pandemic: A word-cloud and sentiment analysis approach," Journal of Retailing and Consumer Services, Elsevier, vol. 75(C).
    2. Yan-Shiang Chiou & Pei-Ing Wu & Je-Liang Liou & Ta-Ken Huang & Chu-Wei Chen, 2023. "What Is the Willingness to Pay for a Basket of Agricultural Goods? Multi-Features of Organic, Animal Welfare-Based and Natural Products with No Additives," Agriculture, MDPI, vol. 13(9), pages 1-19, September.
    3. Ahmadi, Iman & Habel, Johannes & Jia, Miaolei & Wei, Sarah, 2022. "Consumer stockpiling under the impact of a global disaster: The evolution of affective and cognitive motives," Journal of Business Research, Elsevier, vol. 142(C), pages 56-71.

    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. Sit, Kokho Jason & Ballantyne, Erica E.F. & Gorst, Jonathan, 2022. "Profiling shoppers’ coping behaviours during a pandemic crisis: A regulatory focus perspective," Journal of Retailing and Consumer Services, Elsevier, vol. 64(C).
    2. Sharma, Manu & Kaushal, Deepak & Joshi, Sudhanshu, 2023. "Adverse effect of social media on generation Z user's behavior: Government information support as a moderating variable," Journal of Retailing and Consumer Services, Elsevier, vol. 72(C).
    3. Guthrie, Cameron & Fosso-Wamba, Samuel & Arnaud, Jean Brice, 2021. "Online consumer resilience during a pandemic: An exploratory study of e-commerce behavior before, during and after a COVID-19 lockdown," Journal of Retailing and Consumer Services, Elsevier, vol. 61(C).
    4. Viktória Ali Taha & Tonino Pencarelli & Veronika Škerháková & Richard Fedorko & Martina Košíková, 2021. "The Use of Social Media and Its Impact on Shopping Behavior of Slovak and Italian Consumers during COVID-19 Pandemic," Sustainability, MDPI, vol. 13(4), pages 1-19, February.
    5. Chen, Tinggui & Jin, Yumei & Yang, Jianjun & Cong, Guodong, 2022. "Identifying emergence process of group panic buying behavior under the COVID-19 pandemic," Journal of Retailing and Consumer Services, Elsevier, vol. 67(C).
    6. Cruz-Cárdenas, Jorge & Zabelina, Ekaterina & Guadalupe-Lanas, Jorge & Palacio-Fierro, Andrés & Ramos-Galarza, Carlos, 2021. "COVID-19, consumer behavior, technology, and society: A literature review and bibliometric analysis," Technological Forecasting and Social Change, Elsevier, vol. 173(C).
    7. Lidia Alexa & Andreea Apetrei & Juan Sapena, 2021. "The COVID-19 Lockdown Effect on the Intention to Purchase Sustainable Brands," Sustainability, MDPI, vol. 13(6), pages 1-16, March.
    8. Yuen, Kum Fai & Tan, Lydia Sonia & Wong, Yiik Diew & Wang, Xueqin, 2022. "Social determinants of panic buying behaviour amidst COVID-19 pandemic: The role of perceived scarcity and anticipated regret," Journal of Retailing and Consumer Services, Elsevier, vol. 66(C).
    9. Tamás Sikos T. & Vanda Papp & András Kovács, 2021. "Panic Buying in Hungary During Covid-19 Pandemic," Theory Methodology Practice (TMP), Faculty of Economics, University of Miskolc, vol. 17(01), pages 53-65.
    10. Ashutosh Sarkar & Debadyuti Das & Arindam Debroy, 2024. "Panic Buying, Product Substitution and Channel-Shifting Behaviour During Pandemic," IIM Kozhikode Society & Management Review, , vol. 13(1), pages 25-43, January.
    11. Mostafa Ghodsi & Ali Ardestani & Arash Rasaizadi & Seyednaser Ghadamgahi & Hao Yang, 2021. "How COVID-19 Pandemic Affected Urban Trips? Structural Interpretive Model of Online Shopping and Passengers Trips during the Pandemic," Sustainability, MDPI, vol. 13(21), pages 1-15, October.
    12. Shunying Zhao & Qiang Yang & Hohjin Im & Baojuan Ye & Yadi Zeng & Zhinan Chen & Lu Liu & Dawu Huang, 2022. "The impulsive online shopper: effects of COVID-19 burnout, uncertainty, self-control, and online shopping trust," Future Business Journal, Springer, vol. 8(1), pages 1-15, December.
    13. Herjanto, Halimin & Amin, Muslim & Purington, Elizabeth F., 2021. "Panic buying: The effect of thinking style and situational ambiguity," Journal of Retailing and Consumer Services, Elsevier, vol. 60(C).
    14. Tarek Ben Hassen & Hamid El Bilali & Mohammad S. Allahyari & Sinisa Berjan & Darjan Karabašević & Adriana Radosavac & Goran Dašić & Ružica Đervida, 2021. "Preparing for the Worst? Household Food Stockpiling during the Second Wave of COVID-19 in Serbia," Sustainability, MDPI, vol. 13(20), pages 1-19, October.
    15. Jiang, Yangyang & Stylos, Nikolaos, 2021. "Triggers of consumers’ enhanced digital engagement and the role of digital technologies in transforming the retail ecosystem during COVID-19 pandemic," Technological Forecasting and Social Change, Elsevier, vol. 172(C).
    16. Fazel Hesham & Harizi Riadh & Nasr Khouadja Sihem, 2021. "What Have We Learned about the Effects of the COVID-19 Pandemic on Consumer Behavior?," Sustainability, MDPI, vol. 13(8), pages 1-23, April.
    17. Jiang, Yi & Wang, Xueqin & Yuen, Kum Fai, 2021. "Augmented reality shopping application usage: The influence of attitude, value, and characteristics of innovation," Journal of Retailing and Consumer Services, Elsevier, vol. 63(C).
    18. Ali, Maged & Gomes, Lucas Moreira & Azab, Nahed & de Moraes Souza, João Gabriel & Sorour, M. Karim & Kimura, Herbert, 2023. "Panic buying and fake news in urban vs. rural England: A case study of twitter during COVID-19," Technological Forecasting and Social Change, Elsevier, vol. 193(C).
    19. Paweł Brzustewicz & Anupam Singh, 2021. "Sustainable Consumption in Consumer Behavior in the Time of COVID-19: Topic Modeling on Twitter Data Using LDA," Energies, MDPI, vol. 14(18), pages 1-20, September.
    20. Mirza Marvel Cequea & Jessika Milagros Vásquez Neyra & Valentina Gomes Haensel Schmitt & Marcos Ferasso, 2021. "Household Food Consumption and Wastage during the COVID-19 Pandemic Outbreak: A Comparison between Peru and Brazil," Sustainability, MDPI, vol. 13(14), pages 1-22, July.

    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:gam:jmathe:v:9:y:2021:i:16:p:1950-:d:614774. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    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.