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  2. Mass Screening
IJCS
Original Article

Development and Implementation of a Computerized Decision Support System for Screening Hypertension and Diabetes in a Resource-Constrained Region

Laura Defensor Ribeiro de Melo et al. Antonio Luiz Pinho Ribeiro João Antonio de Queiroz Oliveira Junia Xavier Maia … Thábata Queiroz Vivas de Sá Vânia Soares de Oliveira e Almeida Pinto Marcia Maria Oliveira Lima Patrick Wander Enlich Leonardo Bonisson Ribeiro Christiane Correa Rodrigues Cimini Milena Soriano Marcolino

Abstract

Background

Strategies aimed at improving the diagnosis and treatment of cardiovascular diseases (CVD) are of utmost importance. Clinical decision support systems (CDSS) are guided by updated guidelines and may be capable of benefiting screening and early diagnosis initiatives in remote regions.

Objective

To develop a CDSS for screening hypertension and diabetes mellitus (DM), as well as to assess its feasibility and usability in the context of a primary care setting in a resource-constrained region.

Methods

This research focused on the strategy of screening hypertension and DM based on CDSS. A software was developed and implemented in 10 municipalities in the Northeast of the state of Minas Gerais, Brazil, from April 2017 to October 2018. Patients of 30 to 69 years of age were attended by primary care practitioners using the software. A Likert-scale questionnaire with 15 questions to assess usability (System Usability Scale) and satisfaction was applied to the professionals at the end of study. Groups were compared by applying the chi-squared test for categorical variables. Statistical significance was considered as p < 0.05.

Results

In the field study, 13,775 individuals were assessed; 185 patients were diagnosed with hypertension; 35 were diagnosed with DM, and 5 were diagnosed with both diseases. For the usability and satisfaction assessment, 258 healthcare professionals participated. Fifty-one percent considered their prior knowledge for the use of technologies to be good; 53.7% reported a desire to use the application frequently, and 78.4% would recommend the platform.

Conclusion

The implementation of a CDSS developed to assist in the screening of hypertension and DM was feasible in the context of a primary care setting in a resource-constrained region, with good user satisfaction.

  • Clinical Decision Support Systems
  • Diabetes mellitus
  • Hypertension
  • Mass Screening
  • Telemedicine
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Creative Commons Attribution (CC BY) Creative Commons license
26/08/2024 DOI: 10.36660/ijcs.20230085 Visualizações 10

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Formato de Documento Eletrônico (Vancouver)

Melo LDR, Ribeiro ALP, Oliveira JAQ, Maia JX, Sá TQV, Pinto VSOA, Lima MMO, et al. Development and Implementation of a Computerized Decision Support System for Screening Hypertension and Diabetes in a Resource-Constrained Region. International Journal of Cardiovascular Sciences 2024;37:e20230085.

Formato de Documento Eletrônico (ABNT)

Melo, Laura Defensor Ribeiro de; Ribeiro, Antonio Luiz Pinho; Oliveira, João Antonio de Queiroz; Maia, Junia Xavier; Sá, Thábata Queiroz Vivas de; Pinto, Vânia Soares de Oliveira e Almeida; Lima, Marcia Maria Oliveira; Enlich, Patrick Wander; Ribeiro, Leonardo Bonisson; Cimini, Christiane Correa Rodrigues; Marcolino, Milena Soriano. Development and Implementation of a Computerized Decision Support System for Screening Hypertension and Diabetes in a Resource-Constrained Region. International Journal of Cardiovascular Sciences, v. 37, e20230085, ago. 2024.

Formato de Documento Eletrônico (APA)

Melo, L. D. R. , Ribeiro, A. L. P., Oliveira, J. A. Q., Maia, J. X., Sá, T. Q. V. , Pinto, V. S. O. A., Lima, M. M. O., Enlich, P. W., Ribeiro, L. B., Cimini, C. C. R., & Marcolino, M. S. (2024). Development and Implementation of a Computerized Decision Support System for Screening Hypertension and Diabetes in a Resource-Constrained Region. International Journal of Cardiovascular Sciences, 37, e20230085.

Formato de Documento Eletrônico (ISO)

Melo, Laura Defensor Ribeiro de and Ribeiro, Antonio Luiz Pinho and Oliveira, João Antonio de Queiroz and Maia, Junia Xavier and Sá, Thábata Queiroz Vivas de and Pinto, Vânia Soares de Oliveira e Almeida and Lima, Marcia Maria Oliveira and Enlich, Patrick Wander and Ribeiro, Leonardo Bonisson and Cimini, Christiane Correa Rodrigues and Marcolino, Milena Soriano. Development and Implementation of a Computerized Decision Support System for Screening Hypertension and Diabetes in a Resource-Constrained Region. International Journal of Cardiovascular Sciences [online]. 2024, vol. 37, [citado 2026-11-15], e20230085. Disponível em: <https://journals.cardiol.br/article/development-and-implementation-of-a-computerized-decision-support-system-for-screening-hypertension-and-diabetes-in-a-resource-constrained-region-2/>. ISSN 2359-4802

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