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This is a Quantitative Study study.

September 16, 2025SustainabilityOpen Access

Analysis of the Human Barriers to Using Bicycles as a Means of Transportation in Developing Cities

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Analysis reveals major barriers to bicycle adoption in Colombia, suggesting improved public policy approaches.

Personal, convenience, and safety perception barriers significantly hinder bicycle use in developing cities.
In a survey of 2068 participants, key barriers included perceived insecurity and concern about sweating.
Analysis utilized artificial intelligence models like Logistic Regression and XGBoost to classify bicycle users.
Public policies must address subjective barriers alongside infrastructure development to promote cycling effectively.

Solano et al. (2025) studied this question.

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