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What is the impact of the presence of Emergency Care Units (UPAs) on the number of deaths in cities of São Paulo?

Recently, the COVID-19 pandemic has highlighted the importance of public health issues, bringing to light concerns about the collapse of emergency hospital services. Based on studies 5 and 6, this paper aims to evaluate the impact of 24-hour Emergency Care Units (UPAs) on mortality rates in municipalities in the state of São Paulo, using a panel data structure for the period from 2010 to 2019.

The project was developed within the scope of the Econometrics II course taught in the 2nd semester of 2022 at FEA-USP.

Contents

Folder Structure

├── LICENSE
├── README.md 
├── requirements.txt   <- The requirements file for reproducing the analysis environment, e.g.
│                         generated with `pip freeze > requirements.txt`
├── setup.py           <- makes project pip installable (pip install -e .) so src can be imported
│
├── data
│   ├── interim        <- Intermediate data that has been transformed.
│   ├── processed      <- The final, canonical data sets for modeling.
│   └── raw            <- The original, immutable data dump.
│
├── notebooks          <- Jupyter notebooks.
│
├── reports            <- Generated analysis as HTML, PDF, LaTeX, etc.
│
├── src                <- Source code for use in this project.
│   │
│   ├─ dataset.py      <- Script to download or generate data
│   ├─ dataset.sql     <- Queries used to download data from Base dos Dados
│   ├─ models.R        <- Script to fit models
│   ├─ results.py      <- Script to display tables in notebooks
│ 

References

  1. Heiss F. Using R for Introductory Econometrics. Düsseldorf: Independently published; 2020.

  2. Heiss F, Brunner D. Using Python for Introductory Econometrics. New York: Independently published; 2020.

  3. Wooldridge JM. Introductory Econometrics: A Modern Approach. Sixth edition, student edition. Boston, MA: Cengage Learning; 2016.

  4. Mendonça MJC de, Motta RS da. Saúde e saneamento no Brasil. Texto para Discussão (TD) 1081: Saúde e saneamento no Brasil. Disponível em: https://repositorio.ipea.gov.br/handle/11058/2079

  5. Rocha R, Fernandes LM da S. O Impacto das Unidades de Pronto Atendimento (UPAs) 24h sobre indicadores de mortalidade: evidências para o Rio de Janeiro. Disponível em: https://repositorio.ipea.gov.br/handle/11058/7503

  6. Silva MF da, Santos JO, Alves J da S. Impacto das Unidades de Pronto Atendimento 24h sobre indicadores de morbimortalidade: uma análise com dados em painel para o estado do Rio Grande do Norte e região metropolitana de Natal no período 2010-2016. Revista Meta: Avaliação. 31 de agosto de 2020.

If you have any questions or any other issues, please email me at [email protected] or send me a message on LinkedIn.