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Is product customization always beneficial in the context of C2M platforms? A signaling theory perspective

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  • Wang, Shuai
  • Ma, Shuang

Abstract

As a new driver of the e-commerce economy, the customer-to-manufacturer (C2M) model has attracted increasing attention. Product customization is a crucial element in C2M businesses; however, given manufacturers' relatively limited ability to serve end customers, it can create uncertainties for consumers. Scholars have paid insufficient attention to product customization on C2M platforms. Therefore, we developed a theoretical framework and crawled secondary data from Biyao, one of China's largest C2M platforms, to examine the role of product customization, as well as when product customization can be most effective. We used ordinary least squares regression analysis to test our hypotheses. The results demonstrate the positive effect of product customization on customer purchases on C2M platforms. Further, we investigated three moderating variables—brand awareness, lead time, and group buying. It is found that the positive effect of product customization on customer purchases is greater when brand awareness is higher and lead time is longer but weaker when products are sold through group buying.

Suggested Citation

  • Wang, Shuai & Ma, Shuang, 2023. "Is product customization always beneficial in the context of C2M platforms? A signaling theory perspective," Technological Forecasting and Social Change, Elsevier, vol. 197(C).
  • Handle: RePEc:eee:tefoso:v:197:y:2023:i:c:s0040162523005620
    DOI: 10.1016/j.techfore.2023.122877
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    as
    1. Chen, Ying-Hueih & Hsu, I-Chieh & Lin, Chia-Chen, 2010. "Website attributes that increase consumer purchase intention: A conjoint analysis," Journal of Business Research, Elsevier, vol. 63(9-10), pages 1007-1014, September.
    2. Lo, Louis Yi-Shih & Lin, Sheng-Wei & Hsu, Li-Yi, 2016. "Motivation for online impulse buying: A two-factor theory perspective," International Journal of Information Management, Elsevier, vol. 36(5), pages 759-772.
    3. Bogers, Marcel & Hadar, Ronen & Bilberg, Arne, 2016. "Additive manufacturing for consumer-centric business models: Implications for supply chains in consumer goods manufacturing," Technological Forecasting and Social Change, Elsevier, vol. 102(C), pages 225-239.
    4. Suresh Kotha, 1995. "Mass customization: Implementing the emerging paradigm for competitive advantage," Strategic Management Journal, Wiley Blackwell, vol. 16(S1), pages 21-42.
    5. Moon, Junyean & Chadee, Doren & Tikoo, Surinder, 2008. "Culture, product type, and price influences on consumer purchase intention to buy personalized products online," Journal of Business Research, Elsevier, vol. 61(1), pages 31-39, January.
    6. Park, JungKun & Han, HyoJoo & Park, JooHyung, 2013. "Psychological antecedents and risk on attitudes toward e-customization," Journal of Business Research, Elsevier, vol. 66(12), pages 2552-2559.
    7. Homburg, Christian & Klarmann, Martin & Schmitt, Jens, 2010. "Brand awareness in business markets: When is it related to firm performance?," International Journal of Research in Marketing, Elsevier, vol. 27(3), pages 201-212.
    8. Na Liu & Pui-Sze Chow & Hongshan Zhao, 2020. "Challenges and critical successful factors for apparel mass customization operations: recent development and case study," Annals of Operations Research, Springer, vol. 291(1), pages 531-563, August.
    9. Ho‐Yin Mak & Zuo‐Jun Max Shen, 2021. "When Triple‐A Supply Chains Meet Digitalization: The Case of JD.com's C2M Model," Production and Operations Management, Production and Operations Management Society, vol. 30(3), pages 656-665, March.
    10. Rajiv Dewan & Bing Jing & Abraham Seidmann, 2003. "Product Customization and Price Competition on the Internet," Management Science, INFORMS, vol. 49(8), pages 1055-1070, August.
    11. Choi, Dayeon & Seo, Yuri & Septianto, Felix & Ko, Eunju, 2022. "Luxury customization and self-authenticity: Implications for consumer wellbeing," Journal of Business Research, Elsevier, vol. 141(C), pages 243-252.
    12. Cheng, Hsiu-Hua & Huang, Shih-Wei, 2013. "Exploring antecedents and consequence of online group-buying intention: An extended perspective on theory of planned behavior," International Journal of Information Management, Elsevier, vol. 33(1), pages 185-198.
    13. Dabbous, Amal & Barakat, Karine Aoun, 2020. "Bridging the online offline gap: Assessing the impact of brands’ social network content quality on brand awareness and purchase intention," Journal of Retailing and Consumer Services, Elsevier, vol. 53(C).
    14. Laura Poppo & Kevin Zheng Zhou & Julie J. Li, 2016. "When can you trust “trust”? Calculative trust, relational trust, and supplier performance," Strategic Management Journal, Wiley Blackwell, vol. 37(4), pages 724-741, April.
    15. Mitra, Debanjan & Fay, Scott, 2010. "Managing Service Expectations in Online Markets: A Signaling Theory of E-tailer Pricing and Empirical Tests," Journal of Retailing, Elsevier, vol. 86(2), pages 184-199.
    16. Kasiri, Leila Agha & Guan Cheng, Kenny Teoh & Sambasivan, Murali & Sidin, Samsinar Md., 2017. "Integration of standardization and customization: Impact on service quality, customer satisfaction, and loyalty," Journal of Retailing and Consumer Services, Elsevier, vol. 35(C), pages 91-97.
    17. Michael B. Beverland, 2005. "Crafting Brand Authenticity: The Case of Luxury Wines," Journal of Management Studies, Wiley Blackwell, vol. 42(5), pages 1003-1029, July.
    18. Qi, Yinan & Mao, Zhigang & Zhang, Min & Guo, Hangfei, 2020. "Manufacturing practices and servitization: The role of mass customization and product innovation capabilities," International Journal of Production Economics, Elsevier, vol. 228(C).
    19. Han, Myat Su & Ma, Shuang (Sara) & Wang, Yonggui & Tian, Qinghong, 2023. "Impact of technology-enabled product eco-innovation: Empirical evidence from the Chinese manufacturing industry," Technovation, Elsevier, vol. 128(C).
    20. Pallant, Jessica & Sands, Sean & Karpen, Ingo, 2020. "Product customization: A profile of consumer demand," Journal of Retailing and Consumer Services, Elsevier, vol. 54(C).
    21. Niladri B. Syam & Ranran Ruan & James D. Hess, 2005. "Customized Products: A Competitive Analysis," Marketing Science, INFORMS, vol. 24(4), pages 569-584, February.
    22. Mohammad Alamgir Hossain & Shahriar Akter & Shams Rahman, 2022. "Customer behavior of online group buying: an investigation using the transaction cost economics theory perspective," Electronic Markets, Springer;IIM University of St. Gallen, vol. 32(3), pages 1447-1461, September.
    23. Keller, Kevin Lane, 2003. "Brand Synthesis: The Multidimensionality of Brand Knowledge," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 29(4), pages 595-600, March.
    24. Fabrizio Salvador & de Holan Pablo Martin & Franck Piller, 2009. "Cracking the Code of Mass Customization," Post-Print hal-02312930, HAL.
    25. Macdonald, Emma K. & Sharp, Byron M., 2000. "Brand Awareness Effects on Consumer Decision Making for a Common, Repeat Purchase Product:: A Replication," Journal of Business Research, Elsevier, vol. 48(1), pages 5-15, April.
    26. Wolfgang Ulaga & Werner Reinartz, 2011. "Hybrid Offerings: How Manufacturing Firms Combine Goods and Services Successfully," Post-Print hal-00642039, HAL.
    27. Zhang, Min & Guo, Hangfei & Huo, Baofeng & Zhao, Xiande & Huang, Jianbo, 2019. "Linking supply chain quality integration with mass customization and product modularity," International Journal of Production Economics, Elsevier, vol. 207(C), pages 227-235.
    28. Gunasekaran, A. & Patel, C. & McGaughey, Ronald E., 2004. "A framework for supply chain performance measurement," International Journal of Production Economics, Elsevier, vol. 87(3), pages 333-347, February.
    29. Bin Shen & Tsan-Ming Choi & Stefan Minner, 2019. "A review on supply chain contracting with information considerations: information updating and information asymmetry," International Journal of Production Research, Taylor & Francis Journals, vol. 57(15-16), pages 4898-4936, August.
    30. Michael Spence, 1973. "Job Market Signaling," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 87(3), pages 355-374.
    31. Albert Y. Ha & Shilu Tong, 2008. "Contracting and Information Sharing Under Supply Chain Competition," Management Science, INFORMS, vol. 54(4), pages 701-715, April.
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