Impact of Customer Behavior on Impulse Buying in the Footwear Industry

  • I Putu Parditha Master of Management, Universitas Pendidikan Nasional, Indonesia (ID)
  • Luh Putu Mahyuni Master of Management, Universitas Pendidikan Nasional, Indonesia (ID)
Keywords: Brand Image, Content Marketing, Customer Reviews, Footwear Industry, Impulse Buying

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Abstract

This study examines the influence of brand image, content marketing, influencer marketing, and customer reviews on impulsive buying behavior in the context of New Balance footwear in Indonesia. The research aims to understand the interplay of these factors and their impact on spontaneous purchasing decisions. Data were collected from respondents through surveys, focusing on demographic attributes, consumer preferences, and purchasing behavior. The analysis utilized a structured model to evaluate the relationships between variables and their influence on impulsive buying. The findings reveal that while relevant to consumer perceptions, brand image and content marketing do not significantly drive impulsive purchases. Conversely, influencer marketing demonstrates a substantial positive impact, emphasizing its role in creating emotional connections and triggering spontaneous buying. Customer reviews, however, show limited moderating influence on the relationships between the studied variables and impulsive buying behavior. The study concludes that emotionally driven strategies, such as leveraging credible influencers and situational promotions, are more effective in fostering impulsive purchases than traditional approaches. It highlights the need for creative and dynamic marketing tactics to align with evolving consumer behavior. This research contributes to understanding consumer behavior in the digital marketing landscape. It offers actionable insights for businesses to optimize strategies and enhance customer engagement, ensuring sustainable success in competitive markets.



References

[1] S. Vaidya, P. Ambad, and S. Bhosle, “Industry 4.0 – A Glimpse,” Procedia Manuf., vol. 20, pp. 233–238, 2018, doi: 10.1016/j.promfg.2018.02.034.
[2] Z. Suleiman, S. Shaikholla, D. Dikhanbayeva, E. Shehab, and A. Turkyilmaz, “Industry 4.0: Clustering of concepts and characteristics,” Cogent Eng., vol. 9, no. 1, Dec. 2022, doi: 10.1080/23311916.2022.2034264.
[3] Hannah Fawna, “The Impact of Industry 4.0 on the Economy,” Int. J. Sci. Soc., vol. 5, no. 3, pp. 125–133, Jul. 2023, doi: 10.54783/ijsoc.v5i3.723.
[4] X. Xu, Y. Lu, B. Vogel-Heuser, and L. Wang, “Industry 4.0 and Industry 5.0—Inception, conception and perception,” J. Manuf. Syst., vol. 61, pp. 530–535, Oct. 2021, doi: 10.1016/j.jmsy.2021.10.006.
[5] M. Z. Yaqub and A. Alsabban, “Industry-4.0-Enabled Digital Transformation: Prospects, Instruments, Challenges, and Implications for Business Strategies,” Sustainability, vol. 15, no. 11, p. 8553, May 2023, doi: 10.3390/su15118553.
[6] M. Savastano, C. Amendola, F. Bellini, and F. D’Ascenzo, “Contextual Impacts on Industrial Processes Brought by the Digital Transformation of Manufacturing: A Systematic Review,” Sustainability, vol. 11, no. 3, p. 891, Feb. 2019, doi: 10.3390/su11030891.
[7] F. Alfie Faj’ri, M. Amsal Sahban, H. Saragih, and P. J. Cyntia Kojongian, “Digital Economy and Business Transformation in Indonesia: An Exploration of Opportunities and Challenges,” Nomico, vol. 1, no. 6, pp. 108–117, Aug. 2024, doi: 10.62872/xer5f812.
[8] D. Gultom, G. S. P. Hutabarat, M. Dirgantara, R. Pratama, and A. Hidayah, “Positive Impact of Digitalization On The Indonesia Economy,” J. Konstanta, vol. 3, no. 1, Jun. 2024, doi: 10.29303/konstanta.v3i1.1078.
[9] A. A. Tanjung, M. Muliyani, N. Nurhayati, M. Y. B. Ginting, and W. Fitri Nasution, “Analysis of Digital Economy Determinants in Indonesia,” Quant. Econ. Manag. Stud., vol. 4, no. 6, pp. 1056–1063, Sep. 2023, doi: 10.35877/454RI.qems1982.
[10] S. Mukhtar, C. M. A., and D. Chandra, “EXPLORING THE INFLUENCE OF DIGITAL MARKETING ON CONSUMER BEHAVIOR AND LOYALTY,” Int. J. Res. -GRANTHAALAYAH, vol. 11, no. 9, Sep. 2023, doi: 10.29121/granthaalayah.v11.i9.2023.5308.
[11] Y. K. Dwivedi et al., “Setting the future of digital and social media marketing research: Perspectives and research propositions,” Int. J. Inf. Manage., vol. 59, p. 102168, Aug. 2021, doi: 10.1016/j.ijinfomgt.2020.102168.
[12] Kadek Novayanti Kusuma Dewi and Luh Putu Mahyuni, “Pelatihan Digital Marketing Kepada UMKM di Banjar Pitik untuk Daya Saing Usaha,” Din. J. Pengabdi. Kpd. Masy., vol. 6, no. 3, pp. 716–724, Jun. 2022, doi: 10.31849/dinamisia.v6i3.6302.
[13] I. Okonkwo and H. A. Awad, “The Role of Social Media in Enhancing Communication and Collaboration in Business,” J. Digit. Mark. Commun., vol. 3, no. 1, pp. 19–27, May 2023, doi: 10.53623/jdmc.v3i1.247.
[14] M. T. Khanom, “Using social media marketing in the digital era: A necessity or a choice,” Int. J. Res. Bus. Soc. Sci. (2147- 4478), vol. 12, no. 3, pp. 88–98, May 2023, doi: 10.20525/ijrbs.v12i3.2507.
[15] D. R. Jeswani, “The Role and Importance of Social Media Marketing in Brand Building,” Irish Interdiscip. J. Sci. Res., vol. 07, no. 04, pp. 01–09, 2023, doi: 10.46759/IIJSR.2023.7401.
[16] Y. S. Qin, “Fostering brand–consumer interactions in social media: the role of social media uses and gratifications,” J. Res. Interact. Mark., vol. 14, no. 3, pp. 337–354, Sep. 2020, doi: 10.1108/JRIM-08-2019-0138.
[17] L. Zollo, R. Filieri, R. Rialti, and S. Yoon, “Unpacking the relationship between social media marketing and brand equity: The mediating role of consumers’ benefits and experience,” J. Bus. Res., vol. 117, pp. 256–267, Sep. 2020, doi: 10.1016/j.jbusres.2020.05.001.
[18] D. S. KODRAT, T. MELINDA, and D. A. KRISPRIMANDOYO, “Developing Innovative Footwear Designs: Empirical Evidence from Indonesia,” Leather Footwear J., vol. 20, no. 4, pp. 413–424, Dec. 2020, doi: 10.24264/lfj.20.4.7.
[19] S. Hikam and Supriyono, “The Impact of Digital Marketing and Electronic Word of Mouth on Impulse Buying of Adidas Running Shoes in Surabaya,” Int. J. Econ., vol. 3, no. 2, pp. 1131–1141, Oct. 2024, doi: 10.55299/ijec.v3i2.1071.
[20] U. Y. Nafizah and A. R. Tiara, “Value stream mapping in Indonesia’s shoe industry: an alternative tool to map innovation ecosystem,” Int. J. Technol. Learn. Innov. Dev., vol. 10, no. 2, p. 113, 2018, doi: 10.1504/IJTLID.2018.093159.
[21] K. Agustian, R. Hidayat, A. Zen, R. A. Sekarini, and A. J. Malik, “The Influence of Influencer Marketing in Increasing Brand Awareness and Sales for SMEs,” Technol. Soc. Perspect., vol. 1, no. 2, pp. 68–78, Oct. 2023, doi: 10.61100/tacit.v1i2.54.
[22] H. T. Cahyantoro and Z. Zawawi, “The Influence of Brand Image and Price Perception on Consumer Purchase Decisions for New Balance Shoes in Sidoarjo,” Indones. Interdiscip. J. Sharia Econ., vol. 7, no. 3, 2024.
[23] I. B. Wibisana Sudarta and L. P. Mahyuni, “Viral Marketing: Utilizing Digital Content Digitization to Enhance Brand Awareness, Brand Trust, and Customer Loyalty in Coffee Shops,” Eduvest - J. Univers. Stud., vol. 4, no. 6, pp. 4677–4688, Jun. 2024, doi: 10.59188/eduvest.v4i6.1146.
[24] A. H. Tahir, M. Adnan, and Z. Saeed, “The impact of brand image on customer satisfaction and brand loyalty: A systematic literature review,” Heliyon, vol. 10, no. 16, p. e36254, Aug. 2024, doi: 10.1016/j.heliyon.2024.e36254.
[25] I. Zulfikar, “Building a Strong Brand: Marketing Strategy to Increase Brand Awareness and Consumer Loyalty,” Neo J. Econ. Soc. Humanit., vol. 1, no. 4, pp. 280–284, Feb. 2023, doi: 10.56403/nejesh.v1i4.79.
[26] D. Ghorbanzadeh and A. Rahehagh, “The role of emotional structures in the relationship between satisfaction and brand loyalty,” Cogent Psychol., vol. 7, no. 1, Dec. 2020, doi: 10.1080/23311908.2020.1782098.
[27] K. Darvidou, “Content Marketing Strategy and Development,” Tech. Bus. Manag., vol. 10, pp. 55–67, Nov. 2024, doi: 10.47577/business.v10i.11902.
[28] S. Vemuri, J. P, L. Manasa, and P. D. R, “The Effectiveness of Influencer Marketing in Promoting Sustainable Lifestyles and Consumer Behaviours,” J. Bus. Strateg. Financ. Manag., vol. 05, no. 02, pp. 95–114, Jan. 2024, doi: 10.12944/JBSFM.05.02.05.
[29] R. Fahrozi, D. Rahmawati, V. Muldani, and M. Saddam, “The influence of online customer review on trust and its implications for purchasing decisions on the Tokopedia marketplace,” J. Ad’ministrare, vol. 9, no. 1, p. 217, Jul. 2022, doi: 10.26858/ja.v9i1.36509.
[30] H. Alfira, P. G. Raharjo, and A. A. Kristiadi, “Enhancing Consumer Trust and Purchase Decisions Through Online Reviews and Hedonic Factors: A Study of Coffee Shops in Jakarta,” Int. J. Sci. Res. Manag., vol. 12, no. 07, pp. 6804–6814, Jul. 2024, doi: 10.18535/ijsrm/v12i07.em09.
[31] S. S. Ahmad, A. Zakaria, and T. Husin, “IMPULSE BUYING BEHAVIOR IN HIGHER EDUCATION: UNRAVELING THE INFLUENCE OF SITUATIONAL FACTORS,” Adv. Int. J. Business, Entrep. SMEs, vol. 5, no. 17, pp. 61–70, Sep. 2023, doi: 10.35631/AIJBES.517006.
[32] Y. Y. Lee, C. L. Gan, and T. W. Liew, “Rationality and impulse buying: Is your emotion a part of the equation?,” Comput. Hum. Behav. Reports, vol. 12, p. 100337, Dec. 2023, doi: 10.1016/j.chbr.2023.100337.
[33] L. T. Phong, T. H. Nga, N. T. Hanh, and N. Van Minh, “Relationship between brand association and customer loyalty: The case of online retail industry,” Manag. Sci. Lett., pp. 1543–1552, 2020, doi: 10.5267/j.msl.2019.12.012.
[34] M. Sarstedt, C. M. Ringle, and J. F. Hair, “Partial Least Squares Structural Equation Modeling,” in Handbook of Market Research, Cham: Springer International Publishing, 2021, pp. 1–47. doi: 10.1007/978-3-319-05542-8_15-2.
[35] B. Nie et al., “A novel regression method: Partial least distance square regression methodology,” Chemom. Intell. Lab. Syst., vol. 237, p. 104827, Jun. 2023, doi: 10.1016/j.chemolab.2023.104827.
[36] N. F. Richter, S. Hauff, C. M. Ringle, and S. P. Gudergan, “The Use of Partial Least Squares Structural Equation Modeling and Complementary Methods in International Management Research,” Manag. Int. Rev., vol. 62, no. 4, pp. 449–470, Aug. 2022, doi: 10.1007/s11575-022-00475-0.
[37] F. Magno, F. Cassia, and C. M. Ringle, “A brief review of partial least squares structural equation modeling (PLS-SEM) use in quality management studies,” TQM J., vol. 36, no. 5, pp. 1242–1251, May 2024, doi: 10.1108/TQM-06-2022-0197.
[38] K. S. Taber, “The Use of Cronbach’s Alpha When Developing and Reporting Research Instruments in Science Education,” Res. Sci. Educ., vol. 48, no. 6, pp. 1273–1296, Dec. 2018, doi: 10.1007/s11165-016-9602-2.
[39] P. M. dos Santos and M. Â. Cirillo, “Construction of the average variance extracted index for construct validation in structural equation models with adaptive regressions,” Commun. Stat. - Simul. Comput., vol. 52, no. 4, pp. 1639–1650, Apr. 2023, doi: 10.1080/03610918.2021.1888122.
[40] G. W. Cheung, H. D. Cooper-Thomas, R. S. Lau, and L. C. Wang, “Reporting reliability, convergent and discriminant validity with structural equation modeling: A review and best-practice recommendations,” Asia Pacific J. Manag., vol. 41, no. 2, pp. 745–783, Jun. 2024, doi: 10.1007/s10490-023-09871-y.
[41] J. Henseler, C. M. Ringle, and M. Sarstedt, “A new criterion for assessing discriminant validity in variance-based structural equation modeling,” J. Acad. Mark. Sci., vol. 43, no. 1, pp. 115–135, Jan. 2015, doi: 10.1007/s11747-014-0403-8.
[42] M. Rönkkö and E. Cho, “An Updated Guideline for Assessing Discriminant Validity,” Organ. Res. Methods, vol. 25, no. 1, pp. 6–14, Jan. 2022, doi: 10.1177/1094428120968614.
[43] A. Panzeri, G. Castelnuovo, and A. Spoto, “Assessing Discriminant Validity through Structural Equation Modeling: The Case of Eating Compulsivity,” Nutrients, vol. 16, no. 4, p. 550, Feb. 2024, doi: 10.3390/nu16040550.
[44] J. F. Hair, B. J. Babin, and N. Krey, “Covariance-Based Structural Equation Modeling in the Journal of Advertising: Review and Recommendations,” J. Advert., vol. 46, no. 3, pp. 454–454, Jul. 2017, doi: 10.1080/00913367.2017.1329496.
[45] G. Dash and J. Paul, “CB-SEM vs PLS-SEM methods for research in social sciences and technology forecasting,” Technol. Forecast. Soc. Change, vol. 173, p. 121092, Dec. 2021, doi: 10.1016/j.techfore.2021.121092.
[46] H. Taherdoost, “Validity and Reliability of the Research Instrument; How to Test the Validation of a Questionnaire/Survey in a Research,” SSRN Electron. J., 2016, doi: 10.2139/ssrn.3205040.
[47] Z. Mo et al., “Reliability and validity of a questionnaire measuring knowledge, attitude and practice regarding ‘oil, salt and sugar’ among canteen staff,” Sci. Rep., vol. 13, no. 1, p. 20442, Nov. 2023, doi: 10.1038/s41598-023-47804-3.
[48] O. Bolarinwa, “Principles and methods of validity and reliability testing of questionnaires used in social and health science researches,” Niger. Postgrad. Med. J., vol. 22, no. 4, p. 195, 2015, doi: 10.4103/1117-1936.173959.
[49] J. Hair and A. Alamer, “Partial Least Squares Structural Equation Modeling (PLS-SEM) in second language and education research: Guidelines using an applied example,” Res. Methods Appl. Linguist., vol. 1, no. 3, p. 100027, Dec. 2022, doi: 10.1016/j.rmal.2022.100027.
[50] H. Agung, R. F. Marta, C. Wang, and M. Amanda, “Brand image’s impression on impulsive buying of healthcare products,” J. Stud. Komun. (Indonesian J. Commun. Stud., vol. 5, no. 3, pp. 569–583, Nov. 2021, doi: 10.25139/jsk.v5i3.3806.
[51] Nindya Saraswati and Yeyen Pratika, “BRAND IMAGE MODERATION ON IMPULSIVE BUYING BEHAVIOR: EXPLORING THE ROLE OF SOCIAL MEDIA ADVERTISING AND PRODUCT BUNDLING IN COFFEE SHOP,” J. Manaj. dan Bisnis Performa, vol. 21, no. 1, pp. 71–79, Jul. 2024, doi: 10.29313/performa.v21i1.3566.
[52] M. K. Putri and R. Dermawan, “Influence of Content Marketing and Influencer Marketing on the Purchase Intention of Somethinc Products on TikTok Gen Z Users in Surabaya,” Indones. J. Bus. Anal., vol. 3, no. 5, pp. 1663–1672, Oct. 2023, doi: 10.55927/ijba.v3i5.5437.
[53] Siew Chein Teo, Wan Ying Tee, and Tze Wei Liew, “EXPLORING THE TIKTOK INFLUENCES ON CONSUMER IMPULSIVE PURCHASE BEHAVIOUR,” Int. J. Bus. Soc., vol. 24, no. 1, pp. 39–55, Apr. 2023, doi: 10.33736/ijbs.5600.2023.
[54] V. D. Ardiyanti, “The Effect of TikTok Live Streaming Shopping on Impulse Buying Behavior in The 2023 Global Crisis,” Asian J. Logist. Manag., vol. 2, no. 1, pp. 1–6, Jun. 2023, doi: 10.14710/ajlm.2023.18050.
[55] A. Andriani, M. Hariasih, and R. A. Sukmono, “Influencer Marketing, Personal Branding Image, And Affiliate Marketing Against Tiktok Shop Consumer Impulsive Buying,” J. Econ. Bussines Account., vol. 7, no. 4, pp. 10428–10504, Jul. 2024, doi: 10.31539/costing.v7i4.10864.
[56] F. Y. Açikgöz, M. Kayakuş, B.-Ștefania Zăbavă, and O. Kabas, “Brand Reputation and Trust: The Impact on Customer Satisfaction and Loyalty for the Hewlett-Packard Brand,” Sustainability, vol. 16, no. 22, p. 9681, Nov. 2024, doi: 10.3390/su16229681.
[57] R. Thakur, “Customer engagement and online reviews,” J. Retail. Consum. Serv., vol. 41, pp. 48–59, Mar. 2018, doi: 10.1016/j.jretconser.2017.11.002.
[58] Larasati and B. B. Purmono, “The Influence of Content Marketing, Online Customer Reviews, and Ratings on Purchase Intention through Brand Image as a Mediating Variable,” JEMBA J. Econ. Manag. Bus. Account., vol. 1, no. 3, pp. 1–24, Nov. 2023, doi: 10.54783/jemba.v1i3.15.
[59] C. du Plessis, “A Scoping Review of the Effect of Content Marketing on Online Consumer Behavior,” Sage Open, vol. 12, no. 2, Apr. 2022, doi: 10.1177/21582440221093042.
[60] N. Nuruh Wahyuni and I. Ina Ratnasari, “Effect of Influencer Marketing and Online Customer Review On Online Purchasing Decisions (Case study on Generation Z as Shopee Users in Karawang Regency),” Primanomics J. Ekon. Bisnis, vol. 22, no. 3, pp. 148–158, Sep. 2024, doi: 10.31253/pe.v22i3.3115.
[61] S. A. Agustina and R. Transistari, “The Effect of Online Customer Reviews, Online Customer Ratings, and Influencers on Purchase Decisions,” Telaah Bisnis, vol. 24, no. 1, p. 83, Aug. 2023, doi: 10.35917/tb.v24i1.398.
Published
2025-08-31
Section
Articles
How to Cite
Parditha, I. P., & Mahyuni, L. P. (2025). Impact of Customer Behavior on Impulse Buying in the Footwear Industry. Quantitative Economics and Management Studies, 6(4), 530-542. https://doi.org/10.35877/454RI.qems4030