RESUMO
AIM: To evaluate the effectiveness of DiabeText, a low-intensity, multifaceted, mobile health (mHealth) intervention to support medication taking and lifestyle change targeted to people with type 2 diabetes (T2D). DESIGN: Phase III, 12-months, two-arm (1:1 allocation ratio), randomized parallel-group trial. METHODS: We will recruit 740 adults with glycated hemoglobin (A1c) >8% (>64 mmol/mol) and with at least one prescription of a non-insulin antidiabetic drug. They will be allocated to a control (usual care) group or an intervention (DiabeText messaging intervention) group. The primary outcome measure will be A1c at 12 months follow-up. Secondary outcomes will include medication possession ratio and behavioral and psychological outcomes. DISCUSSION: Recent trials suggest that digital health interventions can effectively support diabetes self-management improving T2D control and reducing important T2D complications. In Spain this type of interventions is understudied. IMPACT: This trial will strengthen the evidence base of the impact of mHealth interventions to support diabetes self-management. If effective, DiabeText may offer a low-cost and highly scalable strategy to improve health at the population level in a sustainable way. TRIAL REGISTRATION: ClinicalTrials.gov identifier NCT05006872; Official Title: Supporting People with Type 2 Diabetes in Effective Use of their Medicine Through a System Comprising Mobile Health Technology Integrated with Clinical Care.
Assuntos
Diabetes Mellitus Tipo 2 , Telemedicina , Envio de Mensagens de Texto , Adulto , Humanos , Diabetes Mellitus Tipo 2/tratamento farmacológico , Diabetes Mellitus Tipo 2/psicologia , Hemoglobinas Glicadas , Estilo de Vida Saudável , Telemedicina/métodos , Ensaios Clínicos Controlados Aleatórios como AssuntoRESUMO
BACKGROUND: A better understanding of patient non-adherence to type 2 diabetes medication is needed to design effective interventions to address this issue. OBJECTIVES: (1) To estimate the prevalence of non-adherence to diabetes medication; (2) to examine its impact on glycemic control and insulin initiation; (3) to develop and validate a prediction model of non-adherence. METHODS: We conducted a longitudinal cohort study based on data from electronic health records. We included adult patients registered within the Health Service of the Balearic Islands (Spain) starting a new prescription of a non-insulin glucose-lowering drug between January 2016 and December 2018. We calculated non-adherence at 12 months follow-up, defined as medication possession ratio (MPR) ≤ 80%. We fitted multivariable regression models to examine the association between non-adherence and glycemic control and insulin initiation and identified predictors of non-adherence. RESULTS: Of 18,119 patients identified, after 12 months follow-up, 5,740 (31.68%) were non-adherent. Compared with non-adherent, adherent patients presented lower HbA1c levels (mean difference = -0.32%; 95%CI = -0.38%; -0.27%) and were less likely to initiate insulin (aOR = 0.77; 95%CI = 0.63; 0.94). A predictive model explained 22.3% of the variation and presented a satisfactory performance (AUC = 0.721; Brier score = 0.177). The most important predictors of non-adherence were: non-Spanish nationality, currently working, low adherence to previous drugs, taking biguanides, smoker and absence of hypertension. CONCLUSION: Around one-third of the patients do not adhere to their non-insulin glucose-lowering drugs. More research is needed to optimise the performance of the predicting model before considering its implementation in routine clinical practice.
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Diabetes Mellitus Tipo 2 , Insulina , Adulto , Humanos , Estudos Longitudinais , Insulina/uso terapêutico , Diabetes Mellitus Tipo 2/tratamento farmacológico , Espanha , Hipoglicemiantes/uso terapêutico , Glucose/uso terapêutico , Controle Glicêmico , Prevalência , Adesão à Medicação , Estudos de Coortes , Atenção Primária à Saúde , Estudos RetrospectivosRESUMO
Introduction: We evaluated the effectiveness of an individual, group and community intervention to improve the glycemic control of patients with diabetes mellitus aged 45-75 years with two or three unhealthy life habits. As secondary endpoints, we evaluated the inverventions' effectiveness on adhering to Mediterranean diet, physical activity, sedentary lifestyle, smoking and quality of life. Method: A randomized clinical cluster (health centers) trial with two parallel groups in Spain from January 2016 to December 2019 was used. Patients with diabetes mellitus aged 45-75 years with two unhealthy life habits or more (smoking, not adhering to Mediterranean diet or little physical activity) participated. Centers were randomly assigned. The sample size was estimated to be 420 people for the main outcome variable. Educational intervention was done to improve adherence to Mediterranean diet, physical activity and smoking cessation by individual, group and community interventions for 12 months. Controls received the usual health care. The outcome variables were: HbA1c (main), the Mediterranean diet adherence score (MEDAS), the international diet quality index (DQI-I), the international physical activity questionnaire (IPAQ), sedentary lifestyle, smoking ≥1 cigarette/day and the EuroQuol questionnaire (EVA-EuroQol5D5L). Results: In total, 13 control centers (n = 356) and 12 intervention centers (n = 338) were included with similar baseline conditions. An analysis for intention-to-treat was done by applying multilevel mixed models fitted by basal values and the health center: the HbA1c adjusted mean difference = -0.09 (95% CI: -0.29-0.10), the DQI-I adjusted mean difference = 0.25 (95% CI: -0.32-0.82), the MEDAS adjusted mean difference = 0.45 (95% CI: 0.01-0.89), moderate/high physical activity OR = 1.09 (95% CI: 0.64-1.86), not living a sedentary lifestyle OR = 0.97 (95% CI: 0.55-1.73), no smoking OR = 0.61 (95% CI: 0.54-1.06), EVA adjusted mean difference = -1.26 (95% CI: -4.98-2.45). Conclusions: No statistically significant changes were found for either glycemic control or physical activity, sedentary lifestyle, smoking and quality of life. The multicomponent individual, group and community interventions only showed a statistically significant improvement in adhering to Mediterranean diet. Such innovative interventions need further research to demonstrate their effectiveness in patients with poor glycemic control.
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Diabetes Mellitus , Qualidade de Vida , Exercício Físico , Hábitos , Humanos , Atenção Primária à Saúde , Fumar , Espanha/epidemiologiaRESUMO
OBJECTIVE: To determine the number of short-acting beta-agonists (SABA) canisters dispensed in a pharmacy during one year that is associated with higher asthma hospitalization risk in the same period in patients with active asthma. Multi-centre cross-sectional descriptive design. LOCATION: Primary care, MAJORICA cohort including sociodemographic, clinical and electronic prescription system data coded during clinical practice from 68,578 patients with COPD and asthma in the Balearic Islands. PARTICIPANTS: A total of 7,648 patients older than 18 years with active asthma, who got any SABA canister from the pharmacy during the 2014-2015 period were included. COPD patients were excluded. MAIN MEASUREMENTS: Asthma hospitalization, respiratory medication, tobacco, co-morbidities, age and gender. RESULTS: Mean age 47 years, 38% women, 23.2% active smokers. Seventy-seven patients (1%) were admitted for asthma exacerbation in the study period. Patients who received more than 8 SABA containers per year increased the risk of hospitalization (OR 2.81; 95% CI 1.27-6.24). Severity by therapeutic step and amount of inhaled corticosteroids, as well as heart failure and sleep apnea were also significantly associated with hospitalization. CONCLUSIONS: There is a significant association between the risk of hospitalization and the higher number of SABA canisters dispensed from the pharmacy. The number of canisters/year that best defines a higher risk of hospitalization is≥8 and could be used to identify asthma at risk.