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2023 | OriginalPaper | Chapter

Stitch Fix DTC Business Model Innovation Path Based on Data Driven

Authors : Wenhua Li, Lu Sun

Published in: Innovation of Digital Economy

Publisher: Springer Nature Singapore

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Abstract

Using the interpretative case analysis method, through the collection and analysis of second-hand data, and based on the four element theoretical model of business model with technological innovation as the core, this paper describes the DTC model innovation process of clothing vertical e-commerce stitch fix with the help of data science. The case mainly introduces and shows the development process and key success factors of stitch fix in recent 10 years from four aspects: customer value proposition, key processes, key resources and profit model, that is, the data model algorithm runs through all processes of the company's business, and improves the accuracy of personalized recommendation system, the sustainability of subscription service and the efficiency of logistics optimization, It has certain reference significance for Chinese garment enterprises to carry out digital transformation with the help of e-commerce platform.

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Footnotes
1
This case was funded by the following projects: The Soft Science Program of Zhejiang Provincial Science and Technology Department(2023C35076); Regional Program of National Natural Science Foundation of China (71,962,013); Humanities and Social Sciences Research Project of Ministry of Education (19YJC630146); Taizhou Philosophy and Social Sciences Planning Major Project (22GHZ02); Hangzhou Philosophy and Social Sciences Planning (Z21JC100); Zhejiang Provincial Basic Public Benefit-oriented Research Plan Project (LY22G02005).
 
Literature
go back to reference Chen, Q., & Li, X. (2018). Stitch fix: Data driven clothing retail company. Enterprise Management, 38(7), 99–101. Chen, Q., & Li, X. (2018). Stitch fix: Data driven clothing retail company. Enterprise Management, 38(7), 99–101.
go back to reference Dai, Y. (2020). Comparative study on the business models of Chinese and American apparel e-commerce platforms based on big data. (Master’s thesis). Jilin University. Dai, Y. (2020). Comparative study on the business models of Chinese and American apparel e-commerce platforms based on big data. (Master’s thesis). Jilin University.
go back to reference Johnson, M. W. (2008). Reinventing your business model. Harvard Business Review, 86(11), 50–59. Johnson, M. W. (2008). Reinventing your business model. Harvard Business Review, 86(11), 50–59.
go back to reference Shi, Y., & Yang, K. (2020). Analysis of fashion big data. China Market, 26(25), 188–189. Shi, Y., & Yang, K. (2020). Analysis of fashion big data. China Market, 26(25), 188–189.
go back to reference Zhang, X. (2021). Research on business model innovation of clothing customization on big data technology. Textile Reports, 39(6), 26–27. Zhang, X. (2021). Research on business model innovation of clothing customization on big data technology. Textile Reports, 39(6), 26–27.
Metadata
Title
Stitch Fix DTC Business Model Innovation Path Based on Data Driven
Authors
Wenhua Li
Lu Sun
Copyright Year
2023
Publisher
Springer Nature Singapore
DOI
https://doi.org/10.1007/978-981-99-1741-9_21