Designing a model of Fear of missing out festival shopping opportunities with a grounded theory approach

Document Type : Original Article (Qualitative)

Authors

1 Department of Business Management, Ra.C., Islamic Azad University, Rasht, Iran.

2 Department of Business Management, Ra.C., Islamic Azad University, Rasht, Iran

3 Department of Economic Sciences, Ra.C., Islamic Azad university, Rasht, Iran

Abstract
Abstract
The aim of this research is to design a model of fear of missing festival shopping opportunities with a grounded theorizing approach. This research is fundamental and exploratory in terms of its purpose, and qualitative in terms of its implementation method. The research participants include ten people, including marketing and sales consultants as well as professors in the fields of commerce, marketing, and e-commerce; and the theoretical sampling method is used. The data collection tool is a semi-structured interview. The grounded theory method was used for analysis. The results showed that the frequency of codings is 922, which is obtained for 160 open codes. The results showed that the concepts of positive customer perception of the brand, deceptive advertising, customer experience, customer emotional intelligence, lack of understanding of personal needs and desires and economic disorders were selected as causal conditions; brand community, brand uniqueness, brand love, buyer confusion, buyer anxiety disorders, customer thirst for shopping, brand responsibility, brand respect for the customer and attachment to the product brand as central phenomena; market rumor management, smart and responsible shopping and strengthening the buyer's financial knowledge and awareness as strategies; digital age and immersion in technology as background conditions, perceived benefit of shopping, buyer personality traits, demographic factors, marketing campaigns and frenzied shopping behavior as intervening conditions; and finally negative brand advertising, negative internal feelings, customer anxiety, customer distrust, interaction-communication problems, customer resentment, customer loss, customer benefit and positive emotions were selected as outcome factors.
Introduction
Many brands use a marketing strategy to increase sales and expand market share of their products by creating a state of fear of missing out and a feeling of deprivation from pleasurable shopping activities in customers. Hence, through social media platforms such as Instagram and TikTok, they intensify the fear of missing out by displaying ideal customer experiences and time-limited shopping (Hussain et al., 2023). Therefore, understanding the fear of missing out is crucial to reduce anxiety, vulnerability, and uncontrollable behavior of consumers that arise from the desire to conform to trends (Japutra et al., 2025). Various theories can explain the fear of missing out, but social comparison theory is particularly suitable for explaining the relationship between fear of missing out and brand attachment, as fear of missing out often stems from a sense of perceived inadequacy through social comparison (Hussain et al., 2023).
Existing research suggests that when fear of loss is combined with brand attachment and loyalty, it can lead to various desirable outcomes (Roberts & David, 2020). Given the interactions and connections that fear of loss originates, fear of loss can strengthen people’s social connections and encourage them to seek out more information and social inclusion (Harrison & Mead, 2024). In fact, consumers who experience fear of loss are usually very loyal to the brand and actively interact with brands, often trying to educate others about the positive benefits of the brand by following, sharing, and commenting on social media platforms (Japutra et al., 2025). This increased engagement, visibility, and interest in brands can lead to brand attachment. On the other hand, this phenomenon can also pose risks for consumers, as in extreme cases, fear of missing out can have the potential to increase consumer debt. An American study supports this, showing that almost half of millennials incur debt to keep up with their peers, mainly due to the fear of missing out on unique experiences or feeling left out (Ward, 2019). Accordingly, the present study seeks to answer the following question: How to design a grounded theory model of fear of missing out on festival shopping opportunities? 
Theoretical framework
Fear of missing out
Fear of missing out is essentially a common type of anxiety and is a subset of anxiety disorder and can be defined as a fear of regret that arises from individuals’ general anxiety about missing out on social interactions, new experiences, or other positive events (Wan et al., 2025).
Lu & Sinha (2024) conducted a study titled “How Social Media Use and Fear of Loss Affect Consumption.” This study aimed to investigate the impact of social media use on minimalist consumption and how fear of loss affects this impact. The results show that excessive use of social media makes consumers susceptible to fear of loss, leading to impulsive purchases and careless product purchases. However, when campaigners promote minimalism as a social media movement, they can activate fear of loss and encourage consumers to engage in activities related to solitude.
Song et al. (2024) conducted a study titled “Fear of Loss of Financial Gain: The Relationship between Fear of Loss and Speculative Trading.” Fear of loss in short-term financial gains through speculative trading has been highlighted as a driving force behind financial behaviors. The results of binomial regression and model analyses showed that fear of financial loss is associated with participation in stock market and cryptocurrency trading. Fear of financial loss was also associated with the scope of stock market trading. The results indicate that fear of loss may be a prominent risk factor among young adults.
Research Methodology
This research is fundamental and exploratory in terms of its purpose, and qualitative in terms of its implementation method. The research participants include ten research participants including marketing and sales consultants as well as professors of business, marketing, and e-commerce, and the theoretical sampling method is used. The data collection tool is a semi-structured interview.
Research findings
The grounded data method was used for analysis. The results showed that the frequency of codings is 922, which is obtained for 160 open codes. The results showed that the concepts of positive customer perception of the brand, deceptive advertising, customer experience, customer emotional intelligence, lack of understanding of personal needs and desires and economic disorders were selected as causal conditions, brand community, brand uniqueness, brand love, buyer confusion, buyer anxiety disorders, customer thirst for shopping, brand responsibility, brand respect for the customer and attachment to the product brand as central phenomena, market rumor management, smart and responsible shopping and strengthening the buyer's financial knowledge and awareness as strategies, digital age and immersion in technology as background conditions, perceived benefit of shopping, buyer personality traits, demographic factors, marketing campaigns and frenzied shopping behavior as intervening conditions and finally negative brand advertising, negative internal feelings, customer anxiety, customer distrust, interaction-communication problems, customer resentment, customer loss, customer benefit and positive emotions were selected as outcome factors.
Conclusion
The present study aimed to design a model of fear of missing out on festival shopping opportunities using a grounded theory approach. The results of this study are consistent with the results of Shim et al. (2024); Irwansyah et al. (2024); Okoro et al. (2024); Mialkovska et al. (2024); Rojíková et al. (2023); Jang & Hsieh (2021); Boccoli et al. (2024); Correia at al. (2024); Rodrigues et al. (2023); Armutcu et al. (2023); Pang & Quan (2024); Brailovskaia & Margraf (2024); Wuersch et al. (2024); Irwansyah et al. (2024); Ai et al. (2024); Lacarcel & Huete (2023); Armutcu et al. (2023); Molina-Collado et al. (2022); Wei & Yu (2024); Zhu et al. (2024); and Tao et al. (2024).
According to the results of the study, the following suggestions were made:
Customers should be aware of unrealistic advertisements by sellers and make purchases in accordance with their prioritized needs and desires.
Customers should conduct specific investigations regarding the shortage of the desired product by fully examining the conditions of the products they need in the market, considering the time series of a few years ago and the past few months, in order to control their shopping anxiety. They also, should manage their shopping behavior by prioritizing monthly and weekly shopping needs. 

Keywords

Subjects


Ai, Z., & Chiu, D.K., & Ho, K.K. (2024). Social Media Analytics of User Evaluation for Innovative Digital Cultural and Creative Products: Experiences Regarding Dunhuang Cultural Heritage. ACM Journal on Computing and Cultural Heritage. https://doi.org/10.1145/3653307
Alassaf, U.F., & Ghoneim, N.M., & Al-Lawwaj, S.S. (2024). A Selective Counseling Program for Reducing Fear of Missing Out (FoMO) and Its Impact on Decreasing Social Anxiety and Internet Gaming Disorder among Adolescent Girls in Bisha Governorate. International Journal of Religion. https://doi.org/10.61707/34q82e47
Alzaydi, Z.M., & Elsharnouby, M.H. (2023). Using social media marketing to pro-tourism behaviours: the mediating role of destination attractiveness and attitude towards the positive impacts of tourism. Futur Bus J 9, 42 (2023). https://doi.org/10.1186/s43093-023-00220-5
Anisimova, T., & Billore, S., & Kitchen, P. (2024). Self-regulation and panic buying: examining the brake mechanism effect on fear of missing out. Asia Pacific Journal of Marketing and Logistics. DOI:10.1108/APJML-12-2023-1254
Ardelia, V., & Jaro'ah, S., & Maghfiroh, F., & Laksmiwati, H. (2024). Tired But Can’t Stop: Exploring the Association of Fear of Missing Out (FoMo) and Social Media Fatigue among Emerging Adults. International Journal of Current Educational Research. DOI:10.53621/ijocer.v3i1.304
Armutcu, B., & Ahmet, T., & Mary, A., & Subhadarsini, P., & Haywantee, R. (2023). Tourist behaviour: The role of digital marketing and social media, Acta Psychologica,Volume 240,104025,ISSN 0001-6918, https://doi.org /10.1016 /j.actpsy.2023.104025.
Boccoli, G., & Gastaldi, L., & Corso, M. (2024). Transformational leadership and work engagement in remote work settings: the moderating role of the supervisor’s digital communication skills, Leadership & Organization Development Journal, Vol. ahead-of-print No. ahead-of-print. https://doi.org/10.1108/LODJ-09-2023-0490.
Brailovskaia, J., & Margraf, J. (2024). From fear of missing out (FoMO) to addictive social media use: The role of social media flow and mindfulness. Comput. Hum. Behav., 150, 107984. DOI:10.1016/j.chb.2023.107984
Cengiz H., & Senel, M. (2024). The effect of perceived scarcity on impulse-buying tendencies in a fast fashion context: A mediating and multigroup analysis. Journal of Fashion Marketing and Management: An International Journal, 28(3), 405–425. DOI:10.1108/JFMM-03-2023-0082
Correia, R., & Cunha, M., & Carvalho, A., &  Sousa, B. (2024). The (wasted) potential of digital communication in low-density destinations: the case of three Portuguese municipalities. Journal of Hospitality and Tourism Insights, Vol. 7 No. 2, pp. 723-742. https://doi.org/10.1108/JHTI-09-2022-0422.
Cristobal-Fransi, E., & Daries, N., & del Río-Rama, M.C. (2023). The challenge of digital marketing in health tourism: the case of Spanish health resorts. Qual Quant (2023). https://doi.org/10.1007/s11135-023-01744-2.
Elhai, J. D., & Levine, J. C., & Alghraibeh, A. M., & Alafnan, A., & Aldraiweesh, A., & Hall, B. J. (2018). Fear of missing out: Testing relationships with negative affectivity, online social engagement, and problematic smartphone use. Computers in Human Behavior, 89, 289–298. https://doi.org/10.1016/j.chb.2018.08.020
Gao, B., & Shen, Q., & Luo, G., & Xu, Y. (2023). Why mobile social media-related fear of missing out promotes depressive symptoms? the roles of phubbing and social exclusion. BMC Psychol. 2023 Jun 29;11(1):189. doi: 10.1186/s40359-023-01231-1. PMID: 37386513; PMCID: PMC10311784.
Groenestein, E., & Willemsen, L., & van Koningsbruggen, G.M., & Ket, H., & Kerkhof, P. (2024). The relationship between fear of missing out, digital technology use, and psychological well-being: a scoping review of conceptual and empirical issues. PLoS One. 2024;19(10):e0308643. doi:10.1371/journal.pone.0308643.
Groenestein, E., & Willemsen, L.M., & van Koningsbruggen, G.M., & Kerkhof, P. (2024). Exploring the dimensionality of Fear of Missing Out: Associations with related constructs. Cyberpsychology: Journal of Psychosocial Research on Cyberspace. https://doi.org/10.5817/CP2024-1-4
Harrison-Walker, L. J., & Mead, J. A. (2024). Exploring the fear of missing out (FOMO) and customer bonds in service relationships. Journal of Services Marketing, 38(5), 636–655. DOI:10.1108/JSM-07-2023-0261
Hasan, A., & Alam, S., & Habib, S., & Khan, M.A. (2024). Analysis of factors affecting investors’ decision towards cryptocurrency investments in Saudia Arabia: A moderating role of fear of missing out (FOMO) on decision-making. Journal of Infrastructure, Policy and Development.
DOI: 
https://doi.org/10.24294/jipd.v8i9.6419
He, B., & Tan, Z., & Lai, K., & Qiu, B., & Wang, S. (2024). The effect of event impact on fear of missing out: the chain mediation effect of coping styles and anxiety. Frontiers in Psychology, 15. https://doi.org/10.3389/fpsyg.2024.1382440
He, Q., & Zeng, Z. (2024). The dark side of smartphone application’s smart push function: Exploring its impact on fear of missing out and smartphone addiction. Communication and the Public. https://doi.org/10.1177/20570473241239359
Hodkinson, C. (2019). Fear of Missing Out’ (FOMO) marketing appeals: A conceptual model. Journal of Marketing Communications, 25(1), 65–88. DOI:10.1080/13527266.2016.1234504
Hosena, M.A., & Mallorca, P.R., & Muyot, Y.M., & Tan, I., & Calong Calong, K.A., & Soriano, G.P. (2024). Relationship of Problematic Internet Use, Fear of Missing Out, Loneliness and Nomophobia among Filipino Nursing Students. Jurnal Keperawatan Soedirman.
Hussain, S., & Raza, A., & Haider, A., & Ishaq, M. I. (2023). Fear of missing out and compulsive buying behavior: The moderating role of mindfulness. Journal of Retailing and Consumer Services, 75, Article 103512. DOI:10.1016/j.jretconser.2023.103512
Irwansyah Rezeki, S.R., & Dharmawan, D., & Azlina, Y., & Purwanti, B., & Kespandiar, T. (2024). Analysis of The Influence of Promotion Through Digital Marketing and Effectiveness of Marketing Communication on Customer Decisions in Hospitality Industry. Jurnal Informasi dan Teknologi. DOI: https://doi.org/10.60083/jidt.v6i2.521
Jang, YT., & Hsieh, PS. (2021). Understanding consumer behavior in the multimedia context: incorporating gamification in VR-enhanced web system for tourism e-commerce. Multimed Tools Appl 80, 29339–29365 (2021). https://doi.org/10.1007 /s11042-021-11149-8
Japutra, A., & Sianne G-W., & Yuksel, E., & Elisa Dorothee, A. (2025). The dark side of brands: Exploring fear of missing out, obsessive brand passion, and compulsive buying. Journal of Business Research,Volume 186,114990,ISSN 0148-2963,https://doi.org/10.1016/j.jbusres.2024.114990.
Jo, H. (2023). Tourism in the digital frontier: a study on user continuance intention in the metaverse. Inf Technol Tourism 25, 307–330 (2023). https://doi.org/10.1007/ s40558-023-00257-w
Lacarcel, F.J., & Huete, R. (2023). Digital communication strategies used by private companies, entrepreneurs, and public entities to attract long-stay tourists: a review. Int Entrep Manag J 19, 691–708 (2023). https://doi.org/10.1007/s11365-023-00843-8
Lee, CC., & Chen, MP., & Wu, W. (2021). The impacts of ICTs on tourism development: International evidence based on a panel quantile approach. Inf Technol Tourism 23, 509–547 (2021). https://doi.org/10.1007/s40558-021-00215-4
Li, Q. (2019). The relationship among college students’ basic psychological needs, fear of missing out, problematic internetuse and emotion reactivity [master’s thesis]. Harbin, China: Harbin Normal University. DOI:10.21203/rs.3.rs-4585878/v1
Li, J. (2022).Grounded theory-based model of the influence of digital communication on handicraft intangible cultural heritage. Herit Sci 10, 126 (2022). https://doi.org/10.1186/s40494-022-00760-z.
Lu, F., & Sinha, J. (2024). How social media usage and the fear of missing out impact minimalistic consumption. European Journal of Marketing. DOI:10.1108/EJM-08-2022-0641
Luth, F.I., & Maryam, E.W. (2024). Fear of Missing Out (FOMO), Loneliness, and Social Media Addiction in Early Adults. Philanthropy: Journal of Psychology. DOI:10.26623/philanthropy.v8i2.9208
Ma’rof, A.A., & Abdullah, H. (2024). The Impact of Social Comparison, Fear of Missing Out, and Online Social Network Usage on Self-Esteem among Malaysian Youth. International Journal of Academic Research in Business and Social Sciences. DOI:10.6007/IJARBSS/v14-i12/24029
Mialkovska, L., & Cherneta, S., & Zabiiaka, I., & Maiboroda, O., & Silvestrova, O., & Voitenko, I. (2024). Effective Communication: Digital, Informational, Sociolinguistic Aspects (European Experience). International Journal of Religion. DOI:10.56294/sctconf2024.1216
Milyavskaya, M., & SaffranM, Hope, N., & Koestner, R. (2018). Fear of missing out: prevalence, dynamics, and consequences ofexperiencing FOMO. Motiv Emot. 2018;42(5):725–37. doi:10.1007/s11031-018-9683-5.
Molina-Collado, A., & Gómez-Rico, M., & Sigala, M. (2022). Mapping tourism and hospitality research on information and communication technology: a bibliometric and scientific approach. Inf Technol Tourism 24, 299–340 (2022). https://doi.org /10.1007/s40558-022-00227-8.
Okoro, Y.O., & Oladeinde, M., & Akindote, O.J., & Adegbite, A.O., & Abrahams, T.O. (2024). DIGITAL COMMUNICATION AND U.S. ECONOMIC GROWTH: A COMPREHENSIVE EXPLORATION OF TECHNOLOGY'S IMPACT ON ECONOMIC ADVANCEMENT. Computer Science & IT Research Journal. DOI:10.51594/csitrj.v4i3.687
Pang, H., & Quan, L. (2024). Assessing Detrimental Influences of Fear of Missing Out on Psychological Well-Being: The Moderating Role of Self-Presentation, Upward Contrast, and Social Media Stalking. Applied Research in Quality of Life. https://doi.org/10.1016/j.chb.2022.107436
Roberts, J. A., & David, M. E. (2020). The social media party: Fear of missing out (FoMO), social media intensity, connection, and well-being. International Journal of Human-Computer Interaction, 36(4), 386–392. https://doi.org/10.1080/10447318.2019.1646517
Rodrigues, V., & Eusébio, C. & Breda, Z. (2023). Enhancing sustainable development through tourism digitalisation: a systematic literature review. Inf Technol Tourism 25, 13–45 (2023). https://doi.org/10.1007/s40558-022-00241-w.
Rojíková, D., & Borseková, K., & Vitálišová, K., & Vaňová, A. (2023), "Digital Transformation of City Branding: Comparison of the Role of Digital Communication in Branding of Selected Cities in Europe and Slovakia", Lytras, M.D.Housawi, A.A. and Alsaywid, B.S. (Ed.) Smart Cities and Digital Transformation: Empowering Communities, Limitless Innovation, Sustainable Development and the Next Generation, Emerald Publishing Limited, Leeds, pp. 159-180. https://doi.org /10.1108/978-1-80455-994-920231008.
Saputra, I., & Aulia, P. (2024). Pengaruh Fear of Missing Out (FOMO) terhadap Implusive Buying Saham pada Generasi Z. AHKAM. DOI:10.58578/ahkam.v3i1.2619
Servidio, R., & Soraci, P., & Griffiths, M.D., & Boca, S., & Demetrovics, Z. (2024). Fear ofmissing out and problematic social media use: a serial mediation model of social comparison and self-esteem. Addict Behav Rep. 2024;19(17):100536. doi:10.1016/j. abrep.2024.100536.
Shim, H., & Oh, K.T., & O’Malley, C., & Jun, J.Y., & Shi, C. (2024). Heritage values, digital storytelling, and heritage communication: the exploration of cultural heritage sites in virtual environments. Digital Creativity, 35, 171 - 197. https://doi.org/10.1080/14626268.2024.2313585
Song, F., & Graupensperger, S., & Lostutter, T.W., & Larimer, M.E. (2024). Fear of Missing out on Financial Gains: Associations Between Fear of Missing Out, Problem Gambling, and Speculative Trading in College Students. Emerging Adulthood, 12, 387 - 397. https://doi.org/10.1177/21676968241238028
Syandana, D.A., & Dhania, D.R. (2024). HUBUNGAN ANTARA FEAR OF MISSING OUT (FoMO) DAN GAYA HIDUP HEDONIS DENGAN IMPULSIVE BUYING PADA MAHASISWA PENGGUNA E-COMMERCE. Jurnal Ilmiah Manajemen, Ekonomi, & Akuntansi (MEA). DOIhttps://doi.org/10.31955/mea.v8i3.4502
Tao, Y., & Tang, Q., & Wang, S., & Zou, X., & Ma, Z., & Zhang, L., & Liu, G., & Liu, X. (2024). The impact of long-term online learning on social anxiety and problematic smartphone use symptoms among secondary school students with different levels of fear of missing out: Evidence from a symptom network and longitudinal panel network analysis. Journal of Behavioral Addictions, 13, 102 - 119. DOI: 10.1556/2006.2023.00081
Wan, X., & Wenbin, Sh., & Rong, H., & Cheng, Z., & Xu, Zh., & Yuan, W., & Xiaohui C., & Xiaoke Ch. (2025). Relationship between Psychological Security and Fear of Missing Out among University Students: A Moderated Mediation Model. International Journal of Mental Health Promotion,Volume 27, Issue 2,Pages 215-229.ISSN 1462-3730,https://doi.org/10.32604/ijmhp.2025.059074.
Wang, Y., & Elhai, J.D., & Montag, C., & Zhang, L., & Yang, H. (2024). Attentional bias to social media stimuli is moderated by fear of missing out among problematic social media users. Journal of Behavioral Addictions, 13, 807 - 822.  DOI: 10.1556/2006.2024.00039
Ward, P. (2019). FOMO debt on the rise: Nearly 50% of millennials overspend to keep up with friends. https://www.creditkarma.com/insights/i/fomo-rise-half-millennials- overspend-to-keep-up-survey More 20millennials%20are%20going% 20into,of%20 responde nts%20surveye d%20in%202018. https://doi.org/10.1016/j.jbusres.2024.114990
Wei, P., & Yu, H. (2024). The relationship between childhood psychological abuse and social media addiction among college students: the mediating role of fear of missing out and the moderating role of left-behind experience. Archives of Medical Science: AMS, 20, 798 - 805.  doi: 10.5114/aoms/174649
Wuersch, L., & Neher, A., & Maley, J.F., & Peter, M.K. (2024). Using a Digital Internal Communication Strategy for Digital Capability Development. International Journal of Strategic Communication, 18, 167 - 188.  https://doi.org/10.1080/1553118X.2024.2330405
Zhu, X., & Lian, W., & Fan, L. (2024). Network Analysis of Internet Addiction, Online Social Anxiety, Fear of Missing Out, and Interpersonal Sensitivity among Chinese University Students. Depression and Anxiety.  https://doi.org/10.1155/2024/5447802
Volume 4, Issue 2 - Serial Number 9
Summer 2025
Pages 148-176

  • Receive Date 18 May 2025
  • Revise Date 22 June 2025
  • Accept Date 26 July 2025