Lifestyle Counseling and Long-term Clinical Outcomes in Patients With Diabetes

Mortalidade de idosos por causas sensíveis e cobertura de Atenção Primária no Distrito Federal

RESUMO Objetivos: Descrever os coeficientes de mortalidade entre idosos por condições sensíveis, de 2008 a 2018, e verificar a associação com a cobertura da Atenção Primária à Saúde (Modelo Estratégia Saúde da Família e Atenção Básica) no Distrito Federal. Métodos: Estudo ecológico tipo série temporal da mortalidade dos idosos no Distrito Federal, entre 2008 e 2018. Para análise das associações, aplicou se o modelo de regressão Poisson, sendo consideradas significantes as que apresentaram p<0,05, com IC de 95%. Resultados: Houve70.503 óbitos. Observou-se diminuição do risco de morrer dos idosos por doenças cardiovasculares e diabetes. A cobertura da Atenção Primária diminuiu a chance de morrer por condições sensíveis tanto na Atenção Básica (OR: 0,994, IC: 0,990-0,998) quanto na Estratégia Saúde da Família (OR: 0,997, IC: 0,995-0,999). Conclusões: A cobertura de Atenção Primária foi associada a menor chance de morrer dos idosos por condições sensíveis à Atenção Primária, sobretudo na Atenção Básica.

Elderly Mortality due to Ambulatory Care Sensitive Conditions and Primary Health Care Coverage in the Federal District

OBJECTIVES

To describe the mortality coefficients of elderly due to primary care sensitive conditions, from 2008 to 2018, and determine its association with the coverage of the Primary Health Care (Family Health Strategy and Basic Care models) in the Federal District.

METHODS

Ecological time series of mortality in Federal District elderly, from 2008 to 2018. The Poisson regression model was applied, considering as significant those with p<0.05, with a CI of 95%.

RESULTS

There were 70,503 deaths. There was a decrease in the risk of death of elders due to cardiovascular diseases and diabetes. Higher primary care coverage decreased the chance of death by sensitive conditions, both in Basic Care (OR: 0.994, CI: 0.990-0.998) and in the Family Health Strategy (OR: 0.997, CI: 0.995-0.999).

CONCLUSIONS

Primary Care coverage was associated with a lower chance of death of the elderly due to Ambulatory Care Sensitive Conditions, especially in Basic Care.

Adapted educational health program among deprived subjects with prediabetes

AIMS

Assess the feasibility and benefit of a health educational program on global metabolic status in prediabetic deprived subjects.

DESIGN

Case control study.

METHODS

693 subjects (466 men, 227 women), aged 16 to 95 years with prediabetes and low socioeconomic status, consulting at the IPC Center were included between September 2015 and June 2016. Subjects were invited to participate in 4 workshops (2 nutrition, 2 physical activities). One year after their inclusion (visit 1), they were offered a second health check-up (visit 2). Participants were classified into 3 groups: 1) Intervention group (INTG, N=133): complete process 2) Control group (CG, N=415): Only a second health check-up, no workshop participation; 3) Abandoned group (AG, N=145). All groups were compared.

RESULTS

After considered confounding factors, fasting blood glucose and SBP levels variation between visit 1 and visit 2 differed significantly between the CG and INTG. In the INTG with higher diminution of fasting glucose, 90% reported eating healthy food since nutrition workshop and 51%. reached objectives (The same trend was observed for physical activity.

CONCLUSION

An educational program among deprived prediabetic tended to limit fasting glucose increment, improve metabolic status and encourage healthy lifestyle despite difficulties in convincing subjects to participate.

Using Natural Language Processing to Measure and Improve Quality of Diabetes Care: A Systematic Review

BACKGROUND

Real-world evidence research plays an increasingly important role in diabetes care. However, a large fraction of real-world data are "locked" in narrative format. Natural language processing (NLP) technology offers a solution for analysis of narrative electronic data.

METHODS

We conducted a systematic review of studies of NLP technology focused on diabetes. Articles published prior to June 2020 were included.

RESULTS

We included 38 studies in the analysis. The majority (24; 63.2%) described only development of NLP tools; the remainder used NLP tools to conduct clinical research. A large fraction (17; 44.7%) of studies focused on identification of patients with diabetes; the rest covered a broad range of subjects that included hypoglycemia, lifestyle counseling, diabetic kidney disease, insulin therapy and others. The mean F₁ score for all studies where it was available was 0.882. It tended to be lower (0.817) in studies of more linguistically complex concepts. Seven studies reported findings with potential implications for improving delivery of diabetes care.

CONCLUSION

Research in NLP technology to study diabetes is growing quickly, although challenges (e.g. in analysis of more linguistically complex concepts) remain. Its potential to deliver evidence on treatment and improving quality of diabetes care is demonstrated by a number of studies. Further growth in this area would be aided by deeper collaboration between developers and end-users of natural language processing tools as well as by broader sharing of the tools themselves and related resources.

Influence of health education on clinical parameters in type 2 diabetic subjects with and without hypertension: A longitudinal, comparative analysis in routine primary care settings

AIM

To assess the influence of health education for type 2 diabetic patients with and without coexisting hypertension in routine primary care where intensive educational consultations were absent.

METHODS

A longitudinal cohort was constructed from 342 diabetic subjects who previously had regular exposure to face-to-face health education delivered quarterly during 2016-2017 under the national basic public health (BPH) service provision in an urbanised township in China. Clinical parameters were retrieved electronically from computerised BPH data platform at prior check-ups (2016-2017) and at the most recent check-up (2019).

RESULTS

The satisfactory clinical improvements upon health education were not sustained during subsequent observational years among study subjects. A significant increase in total cholesterol (0.28 mmol/L for between-group net changes, 95% confidence interval [CI] = 0.01-0.55 mmol/L, p = 0.039) were observed in diabetic subjects with coexisting hypertension. Older patients (adjusted odds ratio [aOR] = 0.87, 95%CI = 0.83-0.91, p less than 0.001), males (aOR = 0.50, 95%CI = 0.26-0.98, p = 0.043), and subjects with lower education level (aOR = 0.34, 95%CI = 0.17-0.67, p = 0.002) were less likely to maintain improvement of biomedical parameters.

CONCLUSION

The influence of face-to-face health education may not be prolonged in routine primary care where intensive provisions of educational consultations were less common. Diabetic patients with coexisting hypertension tend to have more difficulties in maintaining optimal lipid profiles.