A Profitability Analysis of Purchasing Secret Edition in Blind Boxes: A Case Study of Pop Mart’s Hirono Echo Series

Authors

  • Yize Sun The international department of Qingdao No. 58 high school, Qingdao, China

DOI:

https://doi.org/10.54097/6tkc9m55

Keywords:

Blind boxes, geometric distribution, rational purchasing, budget planning, market value comparison.

Abstract

This study conducts a profitability simulation of purchasing blind boxes by taking an example of a series called Hirono Echo in Pop Mart. This simulation analyzes the probability of drawing the secret edition in the blind boxes. Using geometric distribution to simulate the experiment, this study simulates the profit and cost of consumers who purchase the blind boxes. The result of this simulation indicates that the expected spending of getting one secret edition is around 10000 RMB and the corresponding expected trials that consumers need is 144. But the expected market value of this secret edition is only 491.885 RMB which is quiet less than the expected spending. 95.24% people overpay the secret edition, and the top 10% people account for 33.3% of total revenue. This study highlights the economic inefficiency of blind boxes market and the irrational behavior of consumers. And this study doubts the perception of “luck” associated with blind boxes purchasing. The limitations of this study contain the lack of thinking the situation the consumers want to collect the whole set of this series and the different behaviors in the real life. This analysis provides insights into consumer psychology and the financial dynamics of the booming blind box market.

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References

[1] Popmart. (2025). About us. https://www.popmart.com.cn/home/about

[2] Popmart. (2025). Pop now: Hirono Echo series figures. https://www.popmart.com/us/pop-now/set/196

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[5] Xia, F., Xu, Y., Zhang, H., Li, M., & Wang, J. (2025). The effect of doll blind box uncertainty on consumers’ irrational consumption behavior: The role of instant gratification, gambler’s fallacy, and perceived scarcity. BMC Psychology, 13, Article 332.

[6] Frontiers in Psychology. (2022). The effect of blind box product uncertainty on consumers' purchase intention: The mediating role of perceived value. Frontiers in Psychology, 13, 946527.

[7] Zhan, H. (2024). Research on the impact of blind box on consumers and marketing strategies. In SHS Web of Conferences (Vol. 207, Article 01011).

[8] Liu, Y. (2024). A comprehensive review of the blind box economy. Highlights in Business, Economics and Management, 41, 613–626.

[9] JD.com. Pop Mart Bubble Mart Hirono Echo Series Figure Small Wild Blind Box Toy Set. https://item.jd.com/10147244238154.html

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Published

13-03-2026

Issue

Section

Articles

How to Cite

Sun, Y. (2026). A Profitability Analysis of Purchasing Secret Edition in Blind Boxes: A Case Study of Pop Mart’s Hirono Echo Series. Journal of Innovation and Development, 14(3), 191-197. https://doi.org/10.54097/6tkc9m55