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  2. Keyword: Validation Study
Figure 1
ABC
Editorial

Risk Stratification in Heart Failure: The Role of the MAGGIC Score in a Brazilian Population

Evandro José Cesarino et al. Marildes Luiza de Castro Larissa Espíndola Neto Regina Celia Garcia de Andrade Carolina Baraldi Araujo Restini

Heart failure (HF) represents one of the main challenges in contemporary cardiology and is the leading cause of hospitalization for cardiovascular disease in Brazil, especially among older adults. In addition to the high burden of morbidity and mortality, HF is associated with high rates of hospital readmission and a significant impact on healthcare systems. Given this scenario, early identification of patients at higher risk of adverse events has become a fundamental component of the clinical management of the disease.

Risk stratification tools play a central role in this process, assisting in prognostic estimation, therapeutic planning, and shared clinical decision-making with patients and families.

[…]

  • Heart Failure
  • Risk Assessment
  • Social Validity
  • Validation Studies as Topic
  • Validation Study
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Creative Commons Attribution (CC BY) Creative Commons license
15/06/2026 DOI: 10.36660/abc.20260305i Views 3
Performance of the MAGGIC Score in Individuals with Heart Failure: Validation in a Brazilian Population
ABC
Original Article

Performance of the MAGGIC Score in Individuals with Heart Failure: Validation in a Brazilian Population

Gabriela Gomes de Paula et al. Henrique Iahnke Garbin Maria Eduarda Kaminski Dayana Dias Mendonça … Gabriela Corrêa Souza Luis Eduardo Rohde Luis Beck da Silva Neto Andreia Biolo

Abstract

Background

The Meta-Analysis Global Group in Chronic Heart Failure (MAGGIC) score is a risk stratification tool used to predict mortality in heart failure (HF). However, potential sex-related differences in its performance and its applicability to the Brazilian population remain uncertain.

Objectives

To evaluate sex-based differences in the performance of the MAGGIC score and to validate the score in a Brazilian HF cohort.

Methods

This retrospective cohort study included 866 patients followed at a HF outpatient clinic. The primary outcome was 3-year all-cause mortality. The MAGGIC score was calculated for each patient. Discrimination was assessed using the area under the receiver operating characteristic curve, and calibration was evaluated using the Hosmer-Lemeshow test. Analyses were performed for the overall cohort and stratified by sex. A p-value < 0.05 was considered statistically significant.

Results

The overall 3-year mortality rate was 33.4% (36.4% in men and 27.8% in women; p = 0.010). Predicted mortality was 20.9% (mean score 18.3 ± 7), with 22.7% for men and 19.1% for women. The score demonstrated good discrimination (area under the curve = 0.72; 95% CI: 0.686-0.754), with similar performance in men (0.704 [0.661-0.747]) and women (0.733 [0.674-0.792]). Calibration showed good agreement: overall chi-square (χ2) = 1.1 (p = 0.998), men χ2 = 0.9 (p = 0.999), and women χ2 = 1.3 (p = 0.995). Observed mortality was higher in moderate-risk groups, with no significant difference between moderate- and high-risk groups (p = 0.236).

Conclusion

The MAGGIC score showed good performance in a Brazilian HF cohort, with no significant sex-based differences, although higher observed mortality was identified among moderate-risk patients.

  • Heart Failure
  • Prognosis
  • Risk Assessment
  • Validation Study
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Creative Commons Attribution (CC BY) Creative Commons license
01/05/2026 DOI: 10.36660/abc.20250614i Views 1
Translation, Cross-Cultural Adaptation, and Validation of the Hypertension Self-Care Profile (HBP-SCP) for the Brazilian Population
IJCS
Original Article

Translation, Cross-Cultural Adaptation, and Validation of the Hypertension Self-Care Profile (HBP-SCP) for the Brazilian Population

Jussara Almeida de Oliveira Baggio et al. Beatriz Brito Ribeiro Jessica Lays Ferreira Ribeiro Fabricio Brito Silva … Lisiane Fernanda Simeão de Azevedo Renata Gonçalves Mendes Aldair Darlan Araújo Maria Claudia Gonçalves Rudys Rodolfo de Jesus Tavarez Denilson Menezes Almeida Daniela Bassi-Dibai

Abstract

Background

Self-care in the management of systemic arterial hypertension (SAH) is crucial, and validated instruments can help researchers and health professionals to plan strategies to improve self-care in people with SAH.

Objective

The main objective of this study was to translate, cross-culturally adapt, and validated the Hypertension Self-Care Profile (HBP-SCP) for Brazilian Portuguese.

Methods

The translation and cross-cultural adaptation was performed in five phases, and the pre-final version was tested in 30 individuals, native speakers of Portuguese with a diagnosis of hypertension. The final version was administered in 100 individuals. The inclusion criteria were: diagnosis of SAH, characterized by systolic arterial blood pressure ≥ 140 mmHg and/or diastolic arterial blood pressure ≥ 90mmHg, regular use of antihypertensive medications and over 18 years of age. The present study also used two other questionnaires, previously validated for the Brazilian population, to verify the validity of the construct, the Healthy Habits Perception Questionnaire (HHPQ) and the Quality of Life in Hypertension Mini-Questionnaire (MINICHAL-BRASIL).

Results

During the translation and cross-cultural adaptation phase, there were no disagreements. Adequate reliability — intraclass correlation coefficient (ICC) ≥ 0.89, standard error of measurement (SEM) % ≤ 4.34, minimum detectable change (MDC) % ≤ 12.04 — and internal consistency (Cronbach’s alpha ≥ 0.75) were observed. The behavior domain of HBP-SCP obtained significant correlations (p < 0.05) with the self-efficacy domain and HHPQ; the motivation domain with the self-efficacy domain; and the self-efficacy domain with the somatic manifestation domain of MINICHAL-BRASIL. No ceiling and floor effects were observed.

Conclusions

The Brazilian Portuguese version of the HBP-SCP has adequate psychometric properties, according to the best scientific recommendations.

  • Hypertension
  • Self-Care
  • Validation Study
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Creative Commons Attribution (CC BY) Creative Commons license
22/12/2023 DOI: 10.36660/ijcs.20230075 Views 1

How to cite this article

EndNote RIS

Electronic Document Format (Vancouver)

Cesarino EJ, Castro ML, Espíndola Neto L, Andrade RCG, Restini CBA. Risk Stratification in Heart Failure: The Role of the MAGGIC Score in a Brazilian Population. Arquivos Brasileiros de Cardiologia 2026;123(3):e20260305.

Electronic Document Format (ABNT)

Cesarino, Evandro José; Castro, Marildes Luiza de; Espíndola Neto, Larissa; Andrade, Regina Celia Garcia de; Restini, Carolina Baraldi Araujo. Risk Stratification in Heart Failure: The Role of the MAGGIC Score in a Brazilian Population. Arquivos Brasileiros de Cardiologia, v. 123, n. 3, e20260305, Jun. 2026.

Electronic Document Format (APA)

Cesarino, E. J., Castro, M. L. , Espíndola Neto, L., Andrade, R. C. G. , & Restini, C. B. A. (2026). Risk Stratification in Heart Failure: The Role of the MAGGIC Score in a Brazilian Population. Arquivos Brasileiros de Cardiologia, 123(3), e20260305.

Electronic Document Format (ISO)

Cesarino, Evandro José and Castro, Marildes Luiza de and Espíndola Neto, Larissa and Andrade, Regina Celia Garcia de and Restini, Carolina Baraldi Araujo. Risk Stratification in Heart Failure: The Role of the MAGGIC Score in a Brazilian Population. Arquivos Brasileiros de Cardiologia [online]. 2026, vol. 123, n. 3, [cited 2026-10-14], e20260305. Available from: <https://journals.cardiol.br/en/article/risk-stratification-in-heart-failure-the-role-of-the-maggic-score-in-a-brazilian-population/>. ISSN 0066-782X

EndNote RIS

Electronic Document Format (Vancouver)

Paula GG, Garbin HI, Kaminski ME, Mendonça DD, Souza GC, Rohde LE, Silva Neto LB, et al. Performance of the MAGGIC Score in Individuals with Heart Failure: Validation in a Brazilian Population. Arquivos Brasileiros de Cardiologia 2026;123(3):e20250614.

Electronic Document Format (ABNT)

Paula, Gabriela Gomes de; Garbin, Henrique Iahnke; Kaminski, Maria Eduarda; Mendonça, Dayana Dias; Souza, Gabriela Corrêa; Rohde, Luis Eduardo; Silva Neto, Luis Beck da; Biolo, Andreia. Performance of the MAGGIC Score in Individuals with Heart Failure: Validation in a Brazilian Population. Arquivos Brasileiros de Cardiologia, v. 123, n. 3, e20250614, Apr. 2026.

Electronic Document Format (APA)

Paula, G. G. , Garbin, H. I., Kaminski, M. E., Mendonça, D. D., Souza, G. C., Rohde, L. E., Silva Neto, L. B. , & Biolo, A. (2026). Performance of the MAGGIC Score in Individuals with Heart Failure: Validation in a Brazilian Population. Arquivos Brasileiros de Cardiologia, 123(3), e20250614.

Electronic Document Format (ISO)

Paula, Gabriela Gomes de and Garbin, Henrique Iahnke and Kaminski, Maria Eduarda and Mendonça, Dayana Dias and Souza, Gabriela Corrêa and Rohde, Luis Eduardo and Silva Neto, Luis Beck da and Biolo, Andreia. Performance of the MAGGIC Score in Individuals with Heart Failure: Validation in a Brazilian Population. Arquivos Brasileiros de Cardiologia [online]. 2026, vol. 123, n. 3, [cited 2026-10-14], e20250614. Available from: <https://journals.cardiol.br/en/article/performance-of-the-maggic-score-in-individuals-with-heart-failure-validation-in-a-brazilian-population/>. ISSN 0066-782X

EndNote RIS

Electronic Document Format (Vancouver)

Baggio JAO, Ribeiro BB, Ribeiro JLF, Silva FB, Azevedo LFS, Mendes RG, Araújo AD, et al. Translation, Cross-Cultural Adaptation, and Validation of the Hypertension Self-Care Profile (HBP-SCP) for the Brazilian Population. International Journal of Cardiovascular Sciences 2023;36:e20230075.

Electronic Document Format (ABNT)

Baggio, Jussara Almeida de Oliveira; Ribeiro, Beatriz Brito; Ribeiro, Jessica Lays Ferreira; Silva, Fabricio Brito; Azevedo, Lisiane Fernanda Simeão de; Mendes, Renata Gonçalves; Araújo, Aldair Darlan; Gonçalves, Maria Claudia; Tavarez, Rudys Rodolfo de Jesus; Almeida, Denilson Menezes; Bassi-Dibai, Daniela. Translation, Cross-Cultural Adaptation, and Validation of the Hypertension Self-Care Profile (HBP-SCP) for the Brazilian Population. International Journal of Cardiovascular Sciences, v. 36, e20230075, Dec. 2023.

Electronic Document Format (APA)

Baggio, J. A. O., Ribeiro, B. B., Ribeiro, J. L. F., Silva, F. B., Azevedo, L. F. S. , Mendes, R. G., Araújo, A. D., Gonçalves, M. C., Tavarez, R. R. J., Almeida, D. M., & Bassi-Dibai, D. (2023). Translation, Cross-Cultural Adaptation, and Validation of the Hypertension Self-Care Profile (HBP-SCP) for the Brazilian Population. International Journal of Cardiovascular Sciences, 36, e20230075.

Electronic Document Format (ISO)

Baggio, Jussara Almeida de Oliveira and Ribeiro, Beatriz Brito and Ribeiro, Jessica Lays Ferreira and Silva, Fabricio Brito and Azevedo, Lisiane Fernanda Simeão de and Mendes, Renata Gonçalves and Araújo, Aldair Darlan and Gonçalves, Maria Claudia and Tavarez, Rudys Rodolfo de Jesus and Almeida, Denilson Menezes and Bassi-Dibai, Daniela. Translation, Cross-Cultural Adaptation, and Validation of the Hypertension Self-Care Profile (HBP-SCP) for the Brazilian Population. International Journal of Cardiovascular Sciences [online]. 2023, vol. 36, [cited 2026-10-14], e20230075. Available from: <https://journals.cardiol.br/en/article/translation-cross-cultural-adaptation-and-validation-of-the-hypertension-self-care-profile-hbp-scp-for-the-brazilian-population/>. ISSN 2359-4802

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