BiasFairnessAccountabilitycs.SE
Does Culture Matter? Impact of Individualism and Uncertainty Avoidance on App Reviews
Ricarda Anna-Lena Fischer, Rita Walczuch, Emitza Guzman
February 11, 2021
2021 IEEE/ACM 43rd International Conference on Software Engineering: Software Engineering in Society (ICSE-SEIS)
18 citations
1 influential
Key Takeaways
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Cultural background significantly shapes how users provide app feedback: The study of 647,141 reviews across eight countries found statistically significant differences in user feedback characteristics based on cultural dimensions like Individualism and Uncertainty Avoidance, meaning that app developers cannot assume all users communicate concerns in the same way.
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Homogeneous review data can introduce bias into AI systems: The researchers highlight that training AI models on less diversified user feedback (concentrated from certain cultural groups) risks creating algorithms that miss or misinterpret feedback from other cultural contexts, potentially leading to features or fixes that don't serve international users equally.
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Language and cultural diversity matter for software improvement: Since mobile apps serve global audiences receiving thousands of daily reviews, understanding cultural differences in how users express problems, suggestions, and satisfaction is essential for companies to accurately identify and prioritize genuine software issues across their user base.
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One-size-fits-all approaches to user feedback analysis may be incomplete: The findings suggest that practitioners analyzing app reviews need to account for cultural communication styles rather than treating all feedback uniformly, which could improve how companies respond to user needs across different markets.