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The aim of my PhD was to develop and validate a novel personalised tool to support safe participation in mountain hiking by integrating individual health characteristics with trail-specific demands. The project culminated in the development of MOVE, a digital decision-support system capable of providing individualised hiking time estimates, effort quantification, cardiovascular safety thresholds and tailored recommendations for outdoor physical activity.