Democratizing Performance: Impact of The Data Revolution on Recreational Running
Name
allouch-maximall-msms-sloan-2024-thesis.pdf
Description
Thesis PDF
Size
4.72 MB
Format
Adobe PDF
Checksum (MD5)
c88efb4ca4d6aeb4d2dc8a42f93f2fa1
Author(s)
Allouch, Maxime
Advisor(s)
Ruane, Jonathan
Date Issued
May 2024
Publisher
Massachusetts Institute of Technology
Abstract
In recent years, recreational running has experienced significant growth, with millions of individuals participating in the sport worldwide. This growth has highlighted the need for accessible and effective training tools and methodologies tailored specifically to recreational runners. While elite athletes benefit from high-end performance labs, personalized coaching, and advanced training camps, these resources are often too costly and specialized to be scalable for the average runner. This thesis investigates how recent innovations in wearable devices and data science can democratize access to such elite-level resources. Employing a critical analysis, this study examines the evolution, accuracy, and real-world application of such technologies through case studies and a comprehensive review of existing literature. Additionally, the thesis discusses future technological directions, exploring potential advancements and their implications for the recreational running community. We highlight the urgent need for rigorous and independent research to validate the efficacy of these innovations. It is crucial to quantify their impact on running performance and injury prevention, challenging the often overstated claims found in marketing materials. This research could enable runners to make more informed decisions about their training methods. By making high-quality training more accessible, we aim to improve both the performance and experience of runners at all levels.
MIT Department
Sloan School of Management
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