IDEAS home Printed from https://ideas.repec.org/p/arx/papers/2503.07876.html
   My bibliography  Save this paper

Impact of the Pandemic on Currency Circulation in Brazil: Projections using the SARIMA Model

Author

Listed:
  • Jo~ao Victor Monteiros de Andrade
  • Leonardo Santos da Cruz

Abstract

This study analyzes the impact of the COVID-19 pandemic on currency circulation in Brazil by comparing actual data from 2000 to 2023 with counterfactual projections using the \textbf{SARIMA(3,1,1)(3,1,4)\textsubscript{12}} model. The model was selected based on an extensive parameter search, balancing accuracy and simplicity, and validated through the metrics MAPE, RMSE, and AIC. The results indicate a significant deviation between projected and observed values, with an average difference of R\$ 47.57 billion (13.95\%). This suggests that the pandemic, emergency policies, and the introduction of \textit{Pix} had a substantial impact on currency circulation. The robustness of the SARIMA model was confirmed, effectively capturing historical trends and seasonality, though findings emphasize the importance of considering exogenous variables, such as interest rates and macroeconomic policies, in future analyses. Future research should explore multivariate models incorporating economic indicators, long-term analysis of post-pandemic currency circulation trends, and studies on public cash-holding behavior. The results reinforce the need for continuous monitoring and econometric modeling to support decision-making in uncertain economic contexts.

Suggested Citation

  • Jo~ao Victor Monteiros de Andrade & Leonardo Santos da Cruz, 2025. "Impact of the Pandemic on Currency Circulation in Brazil: Projections using the SARIMA Model," Papers 2503.07876, arXiv.org, revised Mar 2025.
  • Handle: RePEc:arx:papers:2503.07876
    as

    Download full text from publisher

    File URL: http://arxiv.org/pdf/2503.07876
    File Function: Latest version
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Gabriel Bernardes Amboage & Guilherme Fowler de Avila Monteiro & Adriana Bruscato Bortoluzzo, 2024. "Technological adoption: the case of PIX in Brazil," Innovation & Management Review, Emerald Group Publishing Limited, vol. 21(3), pages 198-211, July.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.

      More about this item

      Statistics

      Access and download statistics

      Corrections

      All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:arx:papers:2503.07876. See general information about how to correct material in RePEc.

      If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

      If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

      If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

      For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: arXiv administrators (email available below). General contact details of provider: http://arxiv.org/ .

      Please note that corrections may take a couple of weeks to filter through the various RePEc services.

      IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.