Associations between baseline level and clinical, anthropometric and behavioral changes in adults and the elderly diagnosed with hypertension and/or diabetes: a prospective cohort study

BACKGROUND: Multimorbidity is defined as the presence of two or more multifactorial diseases or conditions. In this context, the focus of this study is on arterial hypertension (AH) and diabetes, two chronic diseases with high global prevalence and incidence, whose clinical, physical, and behavioral factors must be critically analyzed over the long term, particularly within the primary care setting, where interventions are most effective and impactful. The objective of the study was to prospectively assess baseline levels of clinical, physical, and behavioral parameters and their changes over three years in adults and older adults with AH and/or diabetes receiving primary care. METHODS: A three-year prospective cohort study involving 357 individuals previously diagnosed with AH and/or diabetes. These individuals received an intervention based on general guidance regarding health care, healthy choices, and positive behavioral changes. This intervention took place at the beginning of the study (T0 - baseline) and at the end of the study (T1 - follow-up), and the patients were divided as follows: Group 1 (diabetes diagnosis only); Group 2 (AH only); and Group 3 (diabetes and AH). Changes in physical, clinical, anthropometric, and behavioral parameters among the groups were statistically analyzed between T0 and T1 using the Kruskal-Wallis H test and the chi-square test. Additionally, post hoc multiple comparisons were performed using Tukey's test and Dunn's test with Bonferroni adjustment. Effect sizes were estimated using Cohen's d with corresponding 95% confidence intervals. RESULTS: Within-group comparisons revealed a significant reduction in physical activity levels in Group 2, while Group 3 showed improvements in HbA1c (d = - 0.40; p = 0.034), SBP (p = 0.025), DBP (p = 0.003), and BMI (p = 0.003). Between-group comparisons at T1 indicated moderate to large differences in triglycerides (d = 0.53; p = 0.009), which increased over the follow-up period and a significant difference in light physical activity (d = 0.35; p = 0.043). CONCLUSIONS: The results indicate that lifestyle improvements in patients diagnosed with hypertension and/or diabetes are associated with improvements in cardiometabolic indicators. Although group interventions are important, individualized approaches tend to promote better adherence and self-care, demonstrating that chronic disease management strategies in primary care can help reduce the burden on health care services. TRIAL REGISTRATION: Brazilian Registry of Clinical Trials (ReBEC), ID: RBR-45hqzmf.

Authors

Institutions

Publication Details

Journal
BMC Public Health
Published
2026-05-16
DOI
https://doi.org/10.1186/s12889-026-27701-w
Primary Topic
Blood Pressure and Hypertension Studies
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Associations between baseline level and clinical, anthropometric and behavioral changes in adults and the elderly diagnosed with hypertension and/or diabetes: a prospective cohort study

Rosângela Minardi Mitre Cotta, Glauce Dias da Costa, Vanessa de Souza Amaral, Emily de Souza Ferreira et al.
BMC Public Health
Blood Pressure and Hypertension Studies
article

Associations between baseline level and clinical, anthropometric and behavioral changes in adults and the elderly diagnosed with hypertension and/or diabetes: a prospective cohort study

Rosângela Minardi Mitre Cotta, Glauce Dias da Costa, Vanessa de Souza Amaral, Emily de Souza Ferreira, Tiago Ricardo Moreira, Lara Camargo de Oliveira, Tabata Isabely Souza Neves, Michele Duarte Pereira
article en

Abstract

BACKGROUND: Multimorbidity is defined as the presence of two or more multifactorial diseases or conditions. In this context, the focus of this study is on arterial hypertension (AH) and diabetes, two chronic diseases with high global prevalence and incidence, whose clinical, physical, and behavioral factors must be critically analyzed over the long term, particularly within the primary care setting, where interventions are most effective and impactful. The objective of the study was to prospectively assess baseline levels of clinical, physical, and behavioral parameters and their changes over three years in adults and older adults with AH and/or diabetes receiving primary care. METHODS: A three-year prospective cohort study involving 357 individuals previously diagnosed with AH and/or diabetes. These individuals received an intervention based on general guidance regarding health care, healthy choices, and positive behavioral changes. This intervention took place at the beginning of the study (T0 - baseline) and at the end of the study (T1 - follow-up), and the patients were divided as follows: Group 1 (diabetes diagnosis only); Group 2 (AH only); and Group 3 (diabetes and AH). Changes in physical, clinical, anthropometric, and behavioral parameters among the groups were statistically analyzed between T0 and T1 using the Kruskal-Wallis H test and the chi-square test. Additionally, post hoc multiple comparisons were performed using Tukey's test and Dunn's test with Bonferroni adjustment. Effect sizes were estimated using Cohen's d with corresponding 95% confidence intervals. RESULTS: Within-group comparisons revealed a significant reduction in physical activity levels in Group 2, while Group 3 showed improvements in HbA1c (d = - 0.40; p = 0.034), SBP (p = 0.025), DBP (p = 0.003), and BMI (p = 0.003). Between-group comparisons at T1 indicated moderate to large differences in triglycerides (d = 0.53; p = 0.009), which increased over the follow-up period and a significant difference in light physical activity (d = 0.35; p = 0.043). CONCLUSIONS: The results indicate that lifestyle improvements in patients diagnosed with hypertension and/or diabetes are associated with improvements in cardiometabolic indicators. Although group interventions are important, individualized approaches tend to promote better adherence and self-care, demonstrating that chronic disease management strategies in primary care can help reduce the burden on health care services. TRIAL REGISTRATION: Brazilian Registry of Clinical Trials (ReBEC), ID: RBR-45hqzmf.

BMC Public Health
Universidade Federal de Viçosa (BR)
Fundação de Amparo à Pesquisa do Estado de Minas Gerais
Good health and well-being
Openalex Percentile: Top 5%
Blood Pressure and Hypertension Studies
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.