Journal
INTERNATIONAL TRANSACTIONS IN OPERATIONAL RESEARCH
Volume 26, Issue 4, Pages 1157-1187Publisher
WILEY
DOI: 10.1111/itor.12573
Keywords
location problems; data envelopment analysis (DEA); robust optimization; community programs; physical activity; decision support systems
Funding
- Colciencias [120474455898, 726 2016]
- School of Medicine of Universidad de los Andes
- Fundacion Santa Fe de Bogota
- Research Office at the Universidad de los Andes
- School of Engineering from Universidad de los Andes
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Multisectorial community programs to promote healthy living in public spaces are crucial for building a culture of health and could contribute to achieving the specific 2030 agendas of sustainable development goals, including reduction of inequalities; provision of inclusive, safe, resilient, and sustainable cities; and promotion of just, peaceful, and inclusive societies. In this context, the Recreovia program of Bogota (Colombia) provides physical activity classes in parks mainly for vulnerable communities. We address the challenge of efficiently locating new Recreovia hubs through a novel robust data envelopment analysis (DEA) centric location-based decision support system (DSS) that helps the District Institute of Sports and Recreation of Bogota (IDRD) to locate the best hubs to expand the Recreovia program throughout the city. The tool is applied to analyze different scenarios including one that was implemented in Bogota and yielded an improvement of 28% in compound monthly growth rate of the average attendance to the hubs.
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