Saving Millions in Government Procurement Through Data Science and Market Design

References

• Albano GL, Nicholas C (2016) The Law and Economics of Framework Agreements (Cambridge University Press, Cambridge, UK).Google Scholar
• Celhay P, Gertler P, Olivares M, Undurraga R (2022) Diseño y evaluación de “nudges” para incentivar el ahorro en las compras publicas. Fondo de Evaluación de Impacto 2019, Dirección de Presupuesto, Gobierno de Chile. Accessed August 19, 2024, https://www.dipres.gob.cl/597/articles-266611_r_ejecutivo_institucional.pdf.Google Scholar
• ChileCompra (2019) Presentan primera etapa proyecto Fondef que busca implementar convenios marcos más competitivos. Accessed August 21, 2024, https://www.chilecompra.cl/2019/04/presentan-primera-etapa-proyecto-fondef-que-busca-implementar-convenios-marcos-mas-competitivos/.Google Scholar
• ChileCompra (2021a) Aprueba nuevas politicas y condiciones de uso del sistema de información de compras públicas y registro de proveedores. Resolución Exenta N° 585 -B. Accessed August 19, 2024, https://www.chilecompra.cl/wp-content/uploads/2021/09/585-B-Res.-Aprueba-Nuevas-Politicas-y-Condiciones-de-uso.pdf.Google Scholar
• ChileCompra (2021b) Cuenta Pública ChileCompra: Gestión 2021 y avances 2022. Accessed August 19, 2024, https://www.chilecompra.cl/wp-content/uploads/2022/05/Cuenta-Publica-ChileCompra-2021.pdf.Google Scholar
• ChileCompra (2022) Datos Abiertos de las Compras Públicas en Chile. Accessed August 19, 2024, https://datos-abiertos.chilecompra.cl/.Google Scholar
• Choi J, Saban D, Weintraub GY (2023) The design of optimal pay-as-bid procurement mechanisms. Manufacturing Service Oper. Management 25:371–810.Google Scholar
• Demsetz H (1968) Why regulate utilities? J. Law Econom. 11:55–65.Google Scholar
• Dimitri N, Piga G, Spagnolo G (2006) Handbook of Procurement (Cambridge University Press, Cambridge, UK).Google Scholar
• FITARA (2014) Federal information technology acquisition reform act (FITARA). Accessed August 19, 2024, https://www.cio.gov/policies-and-priorities/FITARA.Google Scholar
• Greenstone M (2017) The continuing impact of Sherwin Rosen’s “hedonic prices and implicit markets: Product differentiation in pure competition”. J. Political Econom. 125:1891–1902.Google Scholar
• Guerra (2019a) Catalogador standalone para convenios marco. Accessed August 19, 2024, https://github.com/rguerral/catalogador_standalone.Google Scholar
• Guerra (2019b) Diseño de un sistema de catalogación de productos de e-commerce utilizando procesamiento de lenguaje natural (NLP) y machine learning. Accessed August 19, 2024, https://repositorio.uchile.cl/handle/2250/170306.Google Scholar
• Guerra (2019c) Herramienta para la creación de cm y validación de ofertas. Accessed August 19, 2024, https://github.com/rguerral/site_validador.Google Scholar
• Gur Y, Lu L, Weintraub GY (2017) Framework agreements in procurement: An auction model and design recommendations. Manufacturing Service Oper. Management 19:586–603.Link, Google Scholar
• Klemperer P (2004) Auctions: Theory and Practice (Princeton University Press, Princeton, NJ).Google Scholar
• Levy ED (2017) Rediseño de bases de licitación para Convenios Marco competitivos. Caso de estudio basado en Convenio Marco de Alimentos. Accessed August 19, 2024, https://repositorio.uchile.cl/handle/2250/147385.Google Scholar
• Mikolov T, Sutskever I, Chen K, Corrado GS, Dean J (2013) Distributed representations of words and phrases and their compositionality. Burges CJ, Bottou L, Welling M, Ghahramani Z, Weinberger KQ, eds. Advances in Neural Information Processing Systems (NIPS 2013), vol. 26 (Curran Associates Inc., Red Hook, NY).Google Scholar
• Myerson RB (1981) Optimal auction design. Math. Oper. Res. 6:58–73.Link, Google Scholar
• OECD (2015) Central procurement bodies. Government at a Glance 2015 (OECD Publishing, Paris).Google Scholar
• OECD (2017) Size of public procurement. Government at a Glance 2017 (OECD Publishing, Paris).Google Scholar
• OECD (2019a) Public Procurement in Chile: Policy Options for Efficient and Inclusive Framework Agreements (OECD Publishing, Paris).Google Scholar
• OECD (2019b) Reforming Public Procurement: Progress in Implementing the 2015 OECD Recommendation (OECD Publishing, Paris).Google Scholar
• Rosen S (1974) Hedonic prices and implicit markets: Product differentiation in pure competition. J. Political Econom. 82:34–55.Google Scholar
• Saban D, Weintraub GY (2021) Procurement mechanisms for assortments of differentiated products. Oper. Res. 69:795–820.Link, Google Scholar
• Sun C, Rampalli N, Yang F, Doan A (2014) Chimera: Large-scale classification using machine learning, rules, and crowdsourcing. Proc. VLDB Endowment 7:1529–1540.Google Scholar
• Tukey JWJW (1977) Exploratory Data Analysis (Addison-Wesley Pubishing, Reading, MA).Google Scholar
• U.S. Agency for International Development (2015) Systems for improved access to pharmaceuticals and services (SIAPS) program. Technical report, US Agency for International Development by the Systems for Improved Access to Pharmaceuticals and Services (SIAPS) Program, Arlington, VA.Google Scholar
• Vulkan N, Roth AE, Neeman Z (2013) The Handbook of Market Design (Oxford University Press, Oxford, UK).Google Scholar