DOI: 10.5281/zenodo.13984652
title: Dataset: Online Learning Module of the "Training Course on Underlying Cause-of-Death Coding – ICD-10'" of the Virtual Learning Environment of the Brazilian Health System

description: README

 

Dataset name: avasus_dataset.csv 

Version: 1.0 

Dataset period: July 24, 2018 - February 22, 2024

Dataset Characteristics: Multivalued 

Number of Instances: 1533

Number of Attributes: 5

Missing Values: Yes

Area(s): Health and education 

Sources: 



Virtual Learning Environment of the Brazilian Health System (AVASUS) (Brasil, 2024a);

Brazilian Institute of Geography and Statistics (IBGE) (Brasil, 2024d). 


Description: The "avasus_dataset.csv" dataset (see Table 1) originates from participants of the "Training Course on Underlying Cause-of-Death Coding – ICD-10". The course was available on the Brazilian National Health System - AVASUS (Brasil, 2024a). This dataset provides elementary data to analyze the course's scope and participant profiles.

Note: The dataset's content is provided in Brazilian Portuguese (pt-br), originating from native speakers.

Table 1: Description of AVASUS dataset features. 








Attributes 



Description 



Datatype 



Value





certificate



The period in which the course participant obtained the right to a certificate.



Datetime



year-month-day hours, minutes, and seconds.





gender 



Gender of the course participant. 



Categorical







Female;




Male; or




Not informed.







region



Brazilian region in which the participant resides.



Categorical







North;




Northeast;




Central-West;




Southeast;




South;




Abroad; or




Not reported.







course_evaluation



A score given to the course by the participant. 



Numerical



0, 1, 2, 3, 4, 5, or NaN.





evaluation_commentary



Comment made by the participant about the course.



Categorical



Free text or NaN.






 

Dataset name: cbo_dataset.csv 

Version: 1.0 

Dataset period: July 24, 2018 - February 22, 2024

Dataset Characteristics: Multivalued 

Number of Instances: 1135

Number of Attributes: 6

Missing Values: Yes

Area(s): Health and education 

Sources: 



Virtual Learning Environment of the Brazilian Health System (AVASUS) (Brasil, 2024a);

Brazilian Occupational Classification (CBO) (Brasil, 2024b);

National Registry of Health Establishments (CNES) (Brasil, 2024c); 

Brazilian Institute of Geography and Statistics (IBGE) (Brasil, 2024d). 


Description: The "cbo_dataset.csv" dataset (see Table 2) originates from participants of the "Training Course on Underlying Cause-of-Death Coding – ICD-10". The course was available on the Brazilian National Health System - AVASUS (Brasil, 2024a). This dataset provides elementary data to analyze the course's scope and the participants' professional profiles.

Note: The dataset's content is provided in Brazilian Portuguese (pt-br), originating from native speakers.

Table 1: Description of AVASUS dataset features. 








Attributes 



Description 



Datatype 



Value





gender 



Gender of the course participant. 



Categorical







Female;




Male; or




Not informed.







region



Brazilian region in which the participant resides.



Categorical







North;




Northeast;




Central-West;




Southeast;




South;




Abroad; or




Not reported.







course_evaluation



A score given to the course by the participant. 



Numerical



0, 1, 2, 3, 4, 5, or NaN.





evaluation_commentary



Comment made by the participant about the course.



Categorical



Free text or NaN.





CBO_Code



Participant's occupation code.



Numerical



Participant's professional occupation code.





CBO_Description



Textual description of the participant's professional occupation.



Categorical



Text coded according to the Brazilian Classification of Occupations.






 

REFERENCES

Brasil (2024a). AVASUS - Virtual Learning Environment of the Brazilian Health System. Available from: https://avasus.ufrn.br/local/avasplugin/dashboard/transparencia.php. Accessed Jul 8, 2024.

Brasil (2024b). CBO - classificação brasileira de ocupações. Available from: https://cbo.mte.gov.br/cbosite/pages/home.jsf. Accessed Oct 23, 2024.

Brasil (2024c). CNES - cadastro nacional de estabelecimentos de saúde. Available from: https://cnes.datasus.gov.br/. Accessed Oct 23, 2024.

Brasil (2024d). IBGE - Instituto Brasileiro de Geografia e Estatística. Estimativas da População. Available from: https://agenciadenoticias.ibge.gov.br/agencia-noticias/2012-agencia-de-noticias/noticias/39525-censo-2022-informacoes-de-populacao-e-domicilios-por-setores-censitarios-auxiliam-gestao-publica. Accessed Jun 19, 2024.

 

ARTICLE:

Data Report: Online Learning Module of the ``Training Course on Underlying Cause-of-Death Coding – ICD-10'' of the Virtual Learning Environment of the Brazilian Health System 

AUTHORS:

Aldiney J. Doreto1,2, António M. Teixeira3, Janaina L. R. S. Valentim1,4, João P. Q. Santos1,4, Talita K. de B. Pinto1, Yluska M. M. B. Mendes5, Aline P. Dias1, Karla M. D. Coutinho1,6, Ednara N. Gonçalves1, Andréa S. Pinheiro1, Felipe Fernandes1, Natalia A. N. Batista1,7, Karilany D. Coutinho1,8, and Ricardo A. M. Valentim1,8

 

1Laboratory of Technological Innovation in Health (LAIS), Federal University of Rio Grande do Norte (UFRN), Natal, Rio Grande do Norte, Brazil 

2University of Minho (UMinho)/Open University of Portugal (UAb), Lisbon, Portugal

3Department of Education and Distance Learning, Open University of Portugal (UAb), Lisbon, Portugal

4Advanced Nucleus for Technological Innovation (NAVI), Federal Institute of Rio Grande do Norte (IFRN), Natal, RN, Brazil

5Secretariat of Health Surveillance and Environment of the Brazilian Ministry of Health, Brasilia, Federal District, Brazil

6Health Sciences Graduate Program, Federal University of Rio Grande do Norte, Natal, Brazil

7Social Sustainability and Development Graduate Program, Open University of Portugal, Lisbon, Portugal

8Department of Biomedical Engineering, Federal University of Rio Grande do Norte, Natal, RN, Brazil