When Data Falls Short: Analyzing the Role of Data Capability in the Failure of a Bike-Sharing Company

The dramatic cycle of rapid expansion followed by an abrupt decline in a remarkably short timeframe of the bike-sharing economy resulted in the downfall of many sharing bike startups. It is particularly interesting and valuable to examine such failure since the controversy can help reveal processes that may remain hidden in those successful projects. In this study, we conducted a case study on the ABC company, a leading sharing bike startup that failed eventually. The analysis of ABC's four-stage evolution highlights how the mistakes in entrepreneurial processes at the data level hindered the development of data capabilities across different stages. This shortfall resulted in flawed decision-making and operational challenges.

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Publication Details

Journal
Journal of the Association for Information Systems
Published
2025-08-15
Primary Topic
Peptidase Inhibition and Analysis
Type
article
Field-Weighted Citation Impact
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article

When Data Falls Short: Analyzing the Role of Data Capability in the Failure of a Bike-Sharing Company

Journal of the Association for Information Systems
Peptidase Inhibition and Analysis
article

When Data Falls Short: Analyzing the Role of Data Capability in the Failure of a Bike-Sharing Company

article en

Abstract

The dramatic cycle of rapid expansion followed by an abrupt decline in a remarkably short timeframe of the bike-sharing economy resulted in the downfall of many sharing bike startups. It is particularly interesting and valuable to examine such failure since the controversy can help reveal processes that may remain hidden in those successful projects. In this study, we conducted a case study on the ABC company, a leading sharing bike startup that failed eventually. The analysis of ABC's four-stage evolution highlights how the mistakes in entrepreneurial processes at the data level hindered the development of data capabilities across different stages. This shortfall resulted in flawed decision-making and operational challenges.

Journal of the Association for Information Systems
Suffolk University (US)
Decent work and economic growth
Openalex Percentile: Top 38%
Peptidase Inhibition and Analysis
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