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Introduction: From 2010 to 2021, suicide rates in 15–24 age group in Taiwan increased by 70%, with jumping being the most common method in 2021. We examined the link between the rise in youth suicides and the increase in high‐rise buildings during this period. Methods: Spearman's correlation coefficients and negative binomial mixed‐effects models were employed to assess the association between the increase in high‐rise buildings and jumping suicides over time. Results: Spearman's correlation coefficients of high‐rise buildings and jumping suicide rates in youth decreased from 0.692 (p < 0.001) in 2010 to 0.354 (p = 0.11) in 2021. Negative binomial mixed‐effects models showed that although jumping suicide rates in youths increased over time, the increase in numbers of high‐rise buildings was not related to rates of youth suicide by jumping. Conversely, in older age groups, the correlations were still prominent. Conclusion: Despite the rising trend in youth suicides by jumping over the past 11 years, our study refutes the intuitive notion that the increase in high‐rise buildings contributes to this trend. It is imperative to identify and address other potential factors, such as academic stress and/or family disruptions, for effective prevention of youth suicide. [ABSTRACT FROM AUTHOR]