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¿Qué tan rígidos son los precios en línea? Evidencia para Perú usando Big Data

Author

Listed:
  • Coronado, Hilary

    (Universidad Científica del Sur)

  • Lahura, Erick

    (Banco Central de Reserva del Perú
    Pontificia Universidad Católica del Perú
    Universidad Científica del Sur)

  • Vega, Marco

    (Banco Central de Reserva del Perú
    Pontificia Universidad Católica del Perú)

Abstract

Motivado por el desarrollo del comercio electrónico y la importancia de la rigidez de precios para explicar los efectos reales de choques monetarios, el presente trabajo de investigación tiene como objetivo evaluar el grado de rigidez de los precios en línea en el Perú. Para ello, se analizan 4.5 millones de precios publicados diariamente en la página web de una tienda por departamentos que, durante el periodo de análisis, tuvo una participación de mercado de aproximadamente 50 por ciento. Esta gran cantidad de datos o “big data” fueron obtenidos a través de la técnica de raspado de datos de la web o “web scraping”, la cual fue aplicada diariamente entre los años 2016 y 2020. Tomando en cuenta la frecuencia de cambio de precios y la duración de los mismos, los resultados indican que los precios en línea en el Perú son menos rígidos que en otros países.

Suggested Citation

  • Coronado, Hilary & Lahura, Erick & Vega, Marco, 2020. "¿Qué tan rígidos son los precios en línea? Evidencia para Perú usando Big Data," Working Papers 2020-018, Banco Central de Reserva del Perú.
    • Handle: RePEc:rbp:wpaper:2020-018
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    References listed on IDEAS

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    1. Peter J. Klenow & Oleksiy Kryvtsov, 2008. "State-Dependent or Time-Dependent Pricing: Does it Matter for Recent U.S. Inflation?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 123(3), pages 863-904.
    2. Adolfo Figueroa, 2019. "The Quality of Society," Springer Books, Springer, number 978-3-030-11656-9, June.
    3. Adolfo Figueroa, 2019. "The Quality of Society Essays on the Unified Theory of Capitalism," Libros no PUCP / Books other publishers, Otras editoriales / Other publishers, edition 0, number otr-2019_01, June.
    4. Cecilia Garavito, 2014. "Microeconomía: Consumidores, productores y estructuras de mercado," Libros PUCP / PUCP Books, Fondo Editorial - Pontificia Universidad Católica del Perú, edition 1, number lde-2014-01, December.
    5. Jhonatan Clausen & Angelo Cozzubo & Carolina Trivelli & Carlos Urrutia & Johanna Yancari, 2018. "Desigualdad y pobreza en un contexto de crecimiento económico," Libros no PUCP / Books other publishers, Otras editoriales / Other publishers, edition 1, number otr-2018-01, June.
    6. Erik Brynjolfsson & Michael D. Smith, 2000. "Frictionless Commerce? A Comparison of Internet and Conventional Retailers," Management Science, INFORMS, vol. 46(4), pages 563-585, April.
    7. Mark Gertler & Peter Karadi, 2015. "Monetary Policy Surprises, Credit Costs, and Economic Activity," American Economic Journal: Macroeconomics, American Economic Association, vol. 7(1), pages 44-76, January.
    8. Carlos Contreras & Stephan Gruber, 2019. "Historia del Pensamiento Económico en el Perú. Antología y selección de textos," Libros PUCP / PUCP Books, Fondo Editorial - Pontificia Universidad Católica del Perú, edition 1, number lde-2019-01, December.
    9. Etienne Gagnon, 2009. "Price Setting during Low and High Inflation: Evidence from Mexico," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(3), pages 1221-1263.
    10. Oscar Dancourt & Roberto Frenkel & Mario Damill (ed.), 2018. "Dilemas de las políticas cambiarias y monetarias en América Latina," Libros PUCP / PUCP Books, Fondo Editorial - Pontificia Universidad Católica del Perú, edition 1, number lde-2018-01, December.
    11. Patrick Lünnemann & Ladislav Wintr, 2011. "Price Stickiness in the US and Europe Revisited: Evidence from Internet Prices," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 73(5), pages 593-621, October.
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    More about this item

    Keywords

    Rigidez de precios; precios de internet; Web scraping; Big data;
    All these keywords.

    JEL classification:

    • C55 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Large Data Sets: Modeling and Analysis
    • C81 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs - - - Methodology for Collecting, Estimating, and Organizing Microeconomic Data; Data Access
    • E31 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Price Level; Inflation; Deflation
    • L11 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Production, Pricing, and Market Structure; Size Distribution of Firms
    • L81 - Industrial Organization - - Industry Studies: Services - - - Retail and Wholesale Trade; e-Commerce

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