Solving the mystery of the yellow zone of the asthma action plan

Advancing Digital Solutions to Overcome Longstanding Barriers in Asthma and COPD Management

Maintenance therapy delivered via inhaler is central to asthma and chronic obstructive pulmonary disease (COPD) management. Poor adherence to inhaled medication and errors in inhalation technique have long represented major barriers to the optimal management of these chronic conditions. Technological innovations may provide a means of overcoming these barriers. This narrative review examines ongoing advances in digital technologies relevant to asthma and COPD with the potential to inform clinical decision-making and improve patient care. Digital inhaler devices linked to mobile apps can help bring about changes in patients' behaviors and attitudes towards disease management, particularly when they build in elements of interactivity and gamification. They can also support ongoing technique education, empowering patients and helping providers maximize the value of consultations and develop effective action plans informed by insights into the patient's inhaler use patterns and their respiratory health. When combined with innovative techniques such as machine learning, digital devices have the potential to predict exacerbations and prompt pre-emptive intervention. Finally, digital devices may support an advanced precision medicine approach to respiratory disease management and help support shared decision-making. Further work is needed to increase uptake of digital devices and integrate their use into care pathways before their full potential in personalized asthma and COPD management can be realized.

A Predictive Machine Learning Tool for Asthma Exacerbations: Results from a 12-Week, Open-Label Study Using an Electronic Multi-Dose Dry Powder Inhaler with Integrated Sensors

PURPOSE

Machine learning models informed by sensor data inputs have the potential to provide individualized predictions of asthma deterioration. This study aimed to determine if data from an integrated digital inhaler could be used to develop a machine learning model capable of predicting impending exacerbations.

PATIENTS AND METHODS

Adult patients with poorly controlled asthma were enrolled in a 12-week, open-label study using ProAir® Digihaler®, an electronic multi-dose dry powder inhaler (eMDPI) with integrated sensors, as reliever medication (albuterol, 90 µg/dose; 1-2 inhalations every 4 hours, as needed). Throughout the study, the eMDPI recorded inhaler use, peak inspiratory flow (PIF), inhalation volume, inhalation duration, and time to PIF. A model predictive of impending exacerbations was generated by applying machine learning techniques to data downloaded from the inhalers, together with clinical and demographic information. The generated model was evaluated by receiver operating characteristic area under curve (ROC AUC) analysis.

RESULTS

Of 360 patients included in the predictive analysis, 64 experienced a total of 78 exacerbations. Increased albuterol use preceded exacerbations; the mean number of inhalations in the 24-hours preceding an exacerbation was 7.3 (standard deviation 17.3). The machine learning model, using gradient-boosting trees with data from the eMDPI and baseline patient characteristics, predicted an impending exacerbation over the following 5 days with an ROC AUC of 0.83 (95% confidence interval: 0.77-0.90). The feature of the model with the highest weight was the mean number of daily inhalations during the 4 days prior to the day the prediction was made.

CONCLUSION

A machine learning model to predict impending asthma exacerbations using data from the eMDPI was successfully developed. This approach may support a shift from reactive care to proactive, preventative, and personalized management of chronic respiratory diseases.

Developing a theoretically informed education programme within the context of a complex implementation strategy in UK primary care: an exemplar from the IMP2ART trial

BACKGROUND

IMPlementing IMProved Asthma self-management as RouTine (IMP²ART) is a programme of work developing and evaluating a strategy for implementing supported asthma self-management in UK primary care. The strategy encompasses patient-facing resources, professional education, and organisational approaches to embed supported self-management. This paper reports the development of a theoretically informed interprofessional education programme which aims to raise awareness of and enable healthcare professionals to deliver effective supported self-management.

METHODS

Aligned with the Medical Research Council (MRC) Complex Intervention Framework, the multidisciplinary team developed educational content in three phases: (1) developmental phase, identifying educational and behaviour change theory to guide development, in consultation with a professional advisory group; (2) feasibility pilot phase, testing the education using a 'think-aloud' method; and (3) pre-pilot phase, delivering the education within the IMP²ART strategy.

RESULTS

The developmental phase identified educational and behaviour change theory and the need to provide two education modules: (1) a team module to raise awareness of supported asthma self-management for the whole team and (2) an individual study module for those who conduct asthma reviews with patients. The feasibility pilot highlighted content and design features in need of refinement and the pre-pilot identified substantial changes to the delivery strategy for the education modules.

CONCLUSIONS

A multi-stage development process, aligned with the MRC Framework, contributed to the module design and delivery. Prior explorative work, multi-disciplinary team discussions, and professional advisory group consultation, informed the initial development, and in-practice testing and pre-pilot stages enabled refinement. In our experience, there were important benefits of working together as an educationalist/researcher team. The education programme, a core component of the implementation strategy, is now being tested in the IMP²ART UK-wide cluster randomised controlled trial.

Community-based intervention for prevention and management of chronic obstructive pulmonary disease in Nepal (COBIN-P trial): study protocol for a cluster-randomized controlled trial

Background

Chronic obstructive pulmonary disease (COPD) is one of the leading causes of death worldwide and the commonest of non-communicable diseases (NCDs) in Nepal. Risk factors like indoor and outdoor air pollution, a high prevalence of smoking, and the lack of awareness of COPD make it a serious public health concern. However, no attempt has been made in Nepal to estimate its burden and address the disease at the community level.

Method

This study aims to evaluate the effect of a community-based health educational intervention administered by Female Community Health Volunteers (FCHVs) on the prevention and management of COPD. An open-label, two-group, community-based, cluster-randomized controlled trial will be implemented in the semi-urban area of Pokhara Metropolitan city (former Lekhnath Municipality) located in the Kaski district of Nepal. The estimated sample size of the intervention will be 1143. The unit of randomization is the ward (administrative unit) of the study area. The follow-up survey will be conducted immediately after 12 months of FCHVs-led interventions. The difference in the rate of decline of forced expiratory volume in 1 s (FEV₁) and FEV₁/FVC (forced vital capacity) ratio are the primary outcomes and the change in the proportion of modifiable risk factors of COPD, health-related quality of life scores, and change in knowledge of COPD will be secondary outcomes.

Discussion

This study will estimate the burden of COPD, the magnitude of risk factors and generate evidence to mobilize community health workers for COPD prevention and management at the community level in Nepal.

Trial registration

ClinicalTrials.gov NCT03797768. Registered on January 9, 2019.

Promoting Community Pharmacy Practice for Chronic Obstructive Pulmonary Disease (COPD) Management: A Systematic Review and Logic Model

Purpose

This study aimed 1) to identify and analyse the professional services provided by community pharmacists for chronic obstructive pulmonary disease (COPD) management; and 2) to develop a logic model for community pharmacy practice for COPD management.

Methods

A systematic review with a logic model was applied. English-language databases (PubMed, Web of Science, Embase, and Scopus) and a Chinese database (CNKI) were searched for articles published between January 2009 and June 2019. Studies concerning pharmacists and COPD were identified to screen for studies that focused on professional services provided at a community pharmacy level. Evidence on economic, clinical, and humanistic outcomes of interventions was summarized.

Results

Twenty-five articles were included in this study. Four categories of COPD-related interventions by community pharmacists were identified: 1) primary prevention; 2) early detection; 3) therapy management; and 4) long-term health management. The most common outputs examined were improvement in inhaler technique, medication adherence, and rate of smoking cessation. The clinical (improved quality of life, reduced frequency and severity of symptoms and exacerbation), humanistic (patient satisfaction), and economic (overall healthcare costs) outcomes were tested for some interventions through clinical studies. Contextual factors concerning pharmacists, healthcare providers, patients, facilities, clinic context, and socio-economic aspects were also identified.

Conclusion

Studies in the literature have proposed and examined different components of professional services provided by community pharmacists for COPD management. However, relationships among outcomes, comprehensive professional services of community pharmacists, and contextual factors have not been systematically tested. More well-designed, rigorous studies with more sensitive and specific outcomes measures need to be conducted to assess the effect of community pharmacy practice for COPD management.

Improving primary care management of asthma: do we know what really works?

Asthma imposes a substantial burden on individuals and societies. Patients with asthma need high-quality primary care management; however, evidence suggests the quality of this care can be highly variable. Here we identify and report factors contributing to high-quality management. Twelve primary care global asthma experts, representing nine countries, identified key factors. A literature review (past 10 years) was performed to validate or refute the expert viewpoint. Key driving factors identified were: policy, clinical guidelines, rewards for performance, practice organisation and workforce. Further analysis established the relevant factor components. Review evidence supported the validity of each driver; however, impact on patient outcomes was uncertain. Single interventions (e.g. healthcare practitioner education) showed little effect; interventions driven by national policy (e.g. incentive schemes and teamworking) were more effective. The panel's opinion, supported by literature review, concluded that multiple primary care interventions offer greater benefit than any single intervention in asthma management.

New evidence-based tool to guide the creation of asthma action plans for adults

OBJECTIVE

To improve the use of asthma action plans (AAPs) among primary care physicians.

SOURCES OF INFORMATION

In a 2017 article, recent asthma guidelines and adult studies (January 2010 to March 2016) addressing acute loss of asthma control were reviewed to develop an evidence-based tool to help guide physicians in creating AAPs to maximize adherence and minimize errors. Evidence supporting the effects of AAPs is level I. Evidence supporting the recommendations in the tool ranges from level I to consensus.

MAIN MESSAGE

A lack of knowledge about and training in creating appropriate AAP content is an important barrier to the use of AAPs, as is the fact that instructions provided by asthma guidelines are often difficult to integrate into real-world practice. In order to address these issues, a freely accessible, practical, evidence-based tool has recently been created, addressing both the knowledge and the practical barriers to AAP creation. This tool has been formatted as a printable bedside chart for the point of care, but could also be integrated into a computerized electronic decision support system in the future.

CONCLUSION

Asthma action plans, in conjunction with asthma education and regular follow-up, can improve patients' symptoms and quality of life and reduce hospitalization. This novel point-of-care tool provides practical advice on how to complete AAPs to improve patients' asthma self-management.

Nouvel outil factuel pour orienter la création de plans d’action pour l’asthme chez les adultes

Objectif

Améliorer l’utilisation des plans d’action pour l’asthme (PAA) par les omnipraticiens.

Sources de l’information

Un article publié en 2017 passait en revue les récentes lignes directrices de prise en charge de l’asthme et les études menées auprès d’adultes (de janvier 2010 à mars 2016) portant sur la perte aiguë de la maîtrise de l’asthme, dans le but de créer un outil factuel pouvant orienter les médecins dans la création de PAA de manière à optimiser l’observance du traitement et à réduire les erreurs au minimum. Les données probantes étayant les effets des PAA sont de niveau I. Les données probantes étayant les recommandations faites dans l’outil varient entre le niveau I et le consensus.

Message principal

Un obstacle important à l’emploi des PAA est l’absence de connaissances des PAA et de formation pour créer un contenu approprié, de même que la difficulté d’intégrer dans la pratique réelle les instructions fournies dans les lignes directrices sur l’asthme. Pour faire tomber ces obstacles, un outil factuel, pratique et facilement accessible a récemment vu le jour; il aborde les obstacles pratiques et liés aux connaissances en matière de création d’un PAA. Cet outil prend la forme d’un tableau à imprimer pouvant être utilisé au chevet du patient, mais il pourra aussi à l’avenir être intégré dans un système informatisé d’aide à la décision.

Conclusion

Les plans d’action pour l’asthme, jumelés à l’éducation sur l’asthme et au suivi régulier, soulagent les symptômes, améliorent la qualité de vie et réduisent les hospitalisations. Ce nouvel outil de point de service fournit des conseils pratiques sur la façon de créer un PAA dans le but d’améliorer l’autoprise en charge de l’asthme.