Abstract
Aim
To describe the development of Respir’air BPCO, a theory-driven self-management digital intervention to promote physical activity in people living with chronic obstructive pulmonary disease (COPD) following pulmonary rehabilitation.
Background
Physical activity is a key component of COPD self-management, yet activity levels often decline after discharge from pulmonary rehabilitation. Digital interventions may extend support beyond face-to-face care, but existing interventions are heterogeneous and frequently lack explicit theoretical grounding. Involving patients and healthcare professionals in intervention development is essential to enhance acceptability and clinical relevance.
Method
Development was guided by the updated Medical Research Council framework for complex interventions and operationalized using pragmatic elements from Bleijenberg’s approach. The process included evidence synthesis (umbrella review), theory selection (Middle-Range Theory of Self-Care of Chronic Illness and Self-Determination Theory), stakeholder needs assessment through focus groups with people living with COPD and healthcare professionals, contextual assessment in a Swiss pulmonary rehabilitation center, and modelling of processes and outcomes through a logic model. Content validity was assessed through a two-round modified e-Delphi with an expert panel.
Results
Respir’air BPCO is a mobile application-based intervention comprising: (1) eight structured educational modules targeting physical activity, (2) daily step monitoring and personalized goal setting, and (3) motivational features including reminders and feedback. The intervention components were designed mainly to strengthen knowledge, self-management competencies, and motivation. Respir’air BPCO is expected to be feasible and acceptable, and to promote physical activity, improve disease self-management and motivation, enhance health-related quality of life, reduce symptom severity, and decrease exacerbations and hospitalizations.
Conclusion
Respir’air BPCO was developed through a structured, theory-based, and stakeholder-informed design process involving patients and health professionals. Feasibility and acceptability will be evaluated in future studies.
Practice implications
The intervention may help extend self-management support after rehabilitation and promote physical activity maintenance in daily life of COPD patients.
Keywords: COPD, eHealth, Intervention development, MRC, Nursing, Self-management
°.
What is already known
-
•
Physical activity is a core component of COPD self-management; however, activity levels commonly decline after discharge from pulmonary rehabilitation.
-
•
Self-management digital interventions for people living with COPD can enhance access to supportive resources and may improve physical activity and quality of life, but existing interventions are highly heterogeneous, insufficiently described, and frequently lack explicit theoretical grounding.
What this paper adds
-
•
This paper describes a systematically developed, theory-based self-management digital intervention, guided by the Medical Research Council framework, to promote physical activity in people living with COPD after pulmonary rehabilitation.
-
•
The intervention integrates the Middle-Range Theory of Self-Care of Chronic Illness, Self-Determination Theory, and behavior change techniques, together with patient and healthcare professional input and evidence from the literature, to target key mechanisms underlying sustained physical activity behavior.
-
•
This paper provides a transparent and reproducible model for developing clinically relevant complex self-management digital interventions for people living with COPD.
Alt-text: Unlabelled box dummy alt text
1. Background
Chronic obstructive pulmonary disease (COPD) is a major global health concern and is currently ranked among the leading causes of death worldwide (Global Initiative for Chronic Obstructive Lung Disease, 2026; WHO, 2024). It affects hundreds of millions of people globally, including around 400,000 in Switzerland (Adeloye et al., 2022; Global Initiative for Chronic Obstructive Lung Disease, 2026; OFSP, 2018). COPD is characterized by persistent airflow limitation and progressive respiratory impairment, largely driven by long-term exposure to tobacco smoke and environmental or occupational pollutants (Global Initiative for Chronic Obstructive Lung Disease, 2026). Beyond respiratory symptoms, COPD is associated with significant functional limitations, psychosocial burden, and reduced quality of life for individuals and families (Johansson et al., 2019). The disease also generates considerable healthcare costs, and its impact is expected to increase further due to population ageing and workforce shortages in healthcare (Boers et al., 2025; Global Initiative for Chronic Obstructive Lung Disease, 2026; Page et al., 2023).
Given the chronic and progressive nature of COPD, maintaining functional capacity and preventing avoidable deterioration are therefore key priorities in COPD care, particularly within secondary and tertiary prevention (Global Initiative for Chronic Obstructive Lung Disease, 2026; Holland et al., 2021; Schrijver et al., 2022). Effective self-management is widely recognized as a cornerstone of COPD care (Global Initiative for Chronic Obstructive Lung Disease, 2026), as it supports individuals—together with families, communities, and healthcare professionals—in managing treatments, adapting lifestyle behaviors, and addressing the broader consequences of living with a chronic condition (Matarese et al., 2018; Padilha, Sousa and Pereira, 2018; Richard and Shea, 2011; Riegel, Jaarsma and Strömberg, 2026). Nurses and allied health professionals play a central role in supporting these processes, informed by their close patient relationships, clinical expertise, professional competencies, and disciplinary knowledge. Structured self-management interventions, often incorporating behavior change techniques, aim to strengthen motivation, confidence, and long-term health behavior adoption (Effing et al., 2016; Pinto et al., 2025). In COPD, such approaches have been associated with improved quality of life and reduced healthcare utilization (Lenferink et al., 2017; Schrijver et al., 2022).
Physical activity is a central component of COPD self-management because it contributes to preserving function and limiting deconditioning (Global Initiative for Chronic Obstructive Lung Disease, 2026). It is defined as any bodily movement produced by skeletal muscles that induces energy expenditure (Caspersen, Powell and Christenson, 1985; WHO, 2022). Examples include domestic, leisure, and professional activities are examples of physical activity (Caspersen, Powell and Christenson, 1985). Sustained engagement in physical activity has been associated with improved quality of life and reduced risk of exacerbations, hospitalizations, and mortality (Global Initiative for Chronic Obstructive Lung Disease, 2026; Vogelmeier et al., 2017; Xiang et al., 2022). Physical activity promotion is commonly addressed within pulmonary rehabilitation (Global Initiative for Chronic Obstructive Lung Disease, 2026; Holland, Corso and Spruit, 2021). However, access to pulmonary rehabilitation remains limited, and completion rates are suboptimal (S. E. Desveaux et al., 2015; Global Initiative for Chronic Obstructive Lung Disease, 2026; Holland, Corso and Spruit, 2021; Jones et al., 2014b; Levack et al., 2018; Silva et al., 2024; Spitzer et al., 2019). Importantly, following discharge from pulmonary rehabilitation, many individuals lack structured support to sustain behavior change, leading to declining physical activity, progressive deconditioning, and a downward health trajectory characterized by increased morbidity and mortality, as well as poorer quality of life (S. E. Desveaux et al., 2015; Global Initiative for Chronic Obstructive Lung Disease, 2026; Holland, Corso and Spruit, 2021; Jones et al., 2014b; Levack et al., 2018; Watz et al., 2014).
Digital health interventions have increasingly been proposed as strategies to extend support beyond face-to-face care by improving accessibility, continuity of care, and the personalization of management and self-management support (A. Holland, Corso and Spruit, 2021; Jones et al., 2014a; Lear et al., 2021; Pinnock, Poberezhets and Drummond, 2023). These interventions may include mobile applications, wearable devices, telemonitoring systems, and videoconferencing technologies (WHO, 2016, 2023) and can support self-management interventions by providing remote support, facilitating real-time feedback, and promoting adherence to treatment plans (Effing et al., 2016; WHO, 2016). Evidence suggests that self-management digital interventions may reduce hospital length of stay and hospital admissions, decrease the number of exacerbations and levels of anxiety and depression, improve quality of life, enhance lung function, increase treatment adherence, and promote higher levels of physical activity (Janjua et al., 2021; Koh et al., 2023; Liu et al., 2023; Salgado et al., 2026; Yang et al., 2018). However, the current evidence base remains heterogeneous, with substantial variability in intervention components and insufficient reporting of key aspects such as the development process, intervention intensity, theoretical foundations, and outcome measures (Holland, Corso and Spruit, 2021; Janjua et al., 2021; Koh et al., 2023; McCabe, McCann and Brady, 2017; Salgado et al., 2026).
These limitations highlight the need for more clearly specified, theory-driven interventions that can be delivered consistently in clinical practice, including through the support of nurses and allied health professionals, who play a central role in promoting self-management and sustaining behavior change in people living with COPD.
2. Objective
The aim of this paper is to describe the development of Respir’air BPCO, a complex self-management digital intervention designed to promote physical activity in people living with COPD, informed by evidence, theory, and patients' and healthcare professionals' perspectives, validated by an expert panel and guided by the Medical Research Council (MRC) framework for complex interventions (Skivington et al., 2021).
2.1. Overall methods
The development of the intervention was guided by the updated Medical Research Council (MRC) framework for complex interventions. This framework conceptualizes intervention research as an iterative process comprising four overarching phases: development, feasibility and piloting, evaluation, and implementation. The present paper focuses exclusively on the development phase.
To maximize clinical relevance and ensure responsiveness to real-world conditions, the MRC framework was operationalized using a pragmatic approach informed by Bleijenberg et al. (Bleijenberg et al., 2018). Accordingly, particular emphasis was placed on: (1) identifying and defining the problem; (2) establishing the evidence base; (3) identifying or developing an underpinning theory; (4) assessing the needs of key stakeholders; (5) examining current clinical practice; (6) modelling intervention processes and outcomes; and (7) designing the intervention. In addition, a final step (8) was included to evaluate the intervention's content validity, further strengthening alignment among theoretical assumptions, stakeholder priorities, and practical feasibility.
To enhance transparency, reproducibility, and clinical usability, the description of the intervention followed the Template for Intervention Description and Replication (TIDieR) (Hoffmann et al., 2014) (Additional file 1). In addition, the Guidance for Reporting Intervention Development Studies in Health Research (GUIDED) framework was applied to support transparent documentation of the development process. (Duncan et al., 2020) (Additional file 2)
2.2. Target population
To maximize acceptability and clinical relevance, a target population–centered approach was adopted throughout the intervention's development. The self-management digital intervention was designed to promote physical activity in people living with COPD after completing a pulmonary rehabilitation program at a Swiss pulmonary center.
Given the complexity of COPD and the central role of self-management in disease outcomes, interventions for this population must align with patients’ capabilities, preferences, and lived experiences while remaining consistent with clinical recommendations. The present intervention was therefore developed to be autonomy-supportive, progressive, and accessible, enabling individuals to strengthen their self-management skills and integrate physical activity into daily life at their own pace.
2.3. Setting
The intervention was designed in partnership with a pulmonary rehabilitation center located in the French-speaking part of Switzerland. Individuals with COPD are admitted to a three-week inpatient pulmonary rehabilitation program, meaning they stay in the hospital full-time during the rehabilitation period, typically following a planned referral or an acute exacerbation. The center provides care for approximately 900 patients with COPD each year.
The rehabilitation program follows a structured 21-day clinical pathway that combines standardized components with an individualized exercise prescription based on baseline assessments. Patients participate in 21 supervised functional training sessions, delivered twice daily throughout the three-week hospital stay. These sessions integrate multiple components of pulmonary rehabilitation, including aerobic endurance training (e.g., cycling, treadmill walking, rowing, or Nordic walking), muscle-strengthening exercises using resistance equipment (machines, free weights, elastic bands, or body weight), breathing control techniques (e.g., diaphragmatic breathing, pursed-lip breathing, airway clearance strategies), and mobility and flexibility exercises delivered through adapted physical activity sessions. In addition, patients participate in six educational workshops covering key topics such as disease knowledge, smoking cessation, stress management, pharmacological treatment, physical activity, and nutrition.
After discharge, follow-up care is mainly delivered through outpatient consultations with pulmonologists and physiotherapy sessions, with limited opportunities for sustained behavioral support. This setting, therefore, provides a clinically relevant context for developing a digital intervention to extend self-management support beyond the rehabilitation period into patients’ everyday lives once they are back home.
3. Overview of the intervention development process
Fig. 1 presents an overview of the development process and illustrates how these stages informed the final intervention since 2023.
Fig. 1.
Intervention development overview.
3.1. Problem identification & definition
The problem was initially identified through empirical observations in clinical practice and was subsequently operationalized through a targeted literature review. This review aimed to develop an in-depth understanding of the challenges associated with sustaining physical activity as a core component of effective COPD self-management and to clarify the key concepts underpinning the intervention. Specifically, the review synthesized contemporary definitions, the most recent clinical recommendations, and conceptual boundaries related to self-management, physical activity in COPD, and self-management digital interventions. Establishing this conceptual foundation enabled a clear description of the current situation internationally and in Swiss territory, the desired post-rehabilitation program support, and the gaps in existing care and in the literature, as outlined in the Introduction.
3.2. Identifying the evidence base
Given the growing body of research on self-management digital interventions in COPD, several systematic reviews have been published in recent years. Therefore, to provide a comprehensive overview and up-to-date synthesis of the evidence base, an umbrella review was conducted to examine the effectiveness of self-management digital interventions on health-related outcomes (Salgado et al., 2025, 2026). The umbrella review synthesized the evidence of 13 systematic reviews and identified consistent evidence suggesting that self-management digital interventions may improve physical activity, health-related quality of life, lung function, less frequent exacerbations anxiety, depression, treatment adherence, knowledge acquisition, patient activation and self-efficacy. However, evidence regarding dyspnea, physical capacity, time spent in sedentary behavior, emergency visits, and mortality remains inconclusive (Salgado et al., 2026). Overall certainty of the evidence ranged from very low to moderate, and substantial heterogeneity was observed across intervention components, outcome measures, and study designs. Importantly, many interventions lacked an explicit theoretical underpinning to guide their development and evaluation (Salgado et al., 2026).
Together, these findings highlight the promising potential of self-management digital interventions for people living with COPD, while reinforcing the need for a theory-driven and systematically developed intervention, designed and reported in accordance with contemporary guidance for complex interventions.
3.3. Identify theory
Living with a chronic non-communicable disease such as COPD involves navigating multiple life transitions, defined as periods of instability between two states of relative stability and requiring psychological adaptation to change and disruption (Murphy, 1990). Following diagnosis and throughout the disease trajectory, individuals may experience health–illness, situational, and developmental transitions that can challenge their sense of balance and increase vulnerability (Meleis et al., 2000). In this context, nurses, drawing on their disciplinary knowledge (Fawcett and Desanto-Madeya, 2012) and clinical competencies, play a key role within interprofessional teams in supporting patients and families through these transitions by strengthening knowledge acquisition and understanding, reinforcing competencies and capacities, and empowering patients’ autonomy, thereby promoting effective self-management.
Given the complexity of physical activity behavior in COPD, and its central role in effective self-management, complementary theoretical perspectives were used to inform the intervention design and its mechanisms of action. The Middle-Range Nursing Theory of Self-Care of Chronic Illness provided the overarching framework, conceptualizing self-management through three core processes: maintenance (in which physical activity represents one of the key components), monitoring, and management (Riegel, Jaarsma and Strömberg, 2026). The theory further emphasizes that decision-making and individual reflection are inherent to self-management, and that optimal self-management is intentional, reflective, sufficient, and evidence-informed (Riegel, Jaarsma and Strömberg, 2026). In addition, it considers that self-management is influenced by individual and contextual factors, including experience and competence, motivation, culture, confidence, habits, functional capacity, symptom burden, social support, and access to care (Riegel, Jaarsma and Strömberg, 2026). Strengthening self-management abilities while using this theoretical framework in COPD has been associated with improvements in functional capacity, dyspnea management, and quality of life (Pinto, 2025). This theoretical perspective guided the identification of the core self-management processes to be targeted by the intervention and contributed to the selection and structuring of the educational content.
To better understand and address the motivational mechanisms underlying behavior change, Self-Determination Theory was used to guide the selection of intervention strategies to support motivation. According to Self-Determination Theory, individuals are more likely to initiate and maintain health behaviors when the basic psychological needs for autonomy, competence, and relatedness are supported (Ryan and Deci, 2017). These needs are particularly relevant in COPD, where individuals often experience reduced motivation due to symptom burden, fear of dyspnea, and reduced confidence in their physical capabilities (Xiang et al., 2022). Evidence suggests that interventions informed by Self-Determination Theory can enhance engagement in physical activity, support long-term behavior change, and improve both physical and emotional quality of life in people living with chronic conditions (Benzo et al., 2025; Teixeira et al., 2012). Therefore, particular attention was given to supporting the psychological needs for autonomy, competence, and relatedness throughout the intervention design (Ryan and Deci, 2000). To operationalize these principles, Self-Determination theory-consistent motivation and behavior change techniques taxonomy were selected using the expert consensus classification proposed by Teixeira et al. (Teixeira et al., 2019).
3.4. Determine needs
To complement the literature and contextual analysis, two focus groups were conducted to inform the intervention's content and design (Additional file 3). The first focus group (June 2024) involved six healthcare professionals (two nurses, two pulmonologists, and two physiotherapists) and explored perceived patient needs, barriers to physical activity, and feasible support strategies. Healthcare professionals highlighted learning needs in understanding COPD, symptom management (particularly dyspnea and anxiety), and physical activity recommendations and examples. Barriers to sustained physical activity were described as multifactorial, including symptom burden, fatigue, dyspnea, low motivation, limited social support, low health literacy, and contextual constraints such as oxygen therapy logistics, transport and infrastructure limitations, as well as limited post-discharge structured support framework. Participants highlighted the importance of simple, tailored content supported by behavior change strategies such as progressive goal setting, addressing misconceptions, positive reinforcement, problem-solving strategies, reminders, and opportunities for peer support.
The second focus group (July 2024) included six people living with COPD and explored needs and expectations regarding a self-management digital intervention promoting physical activity. Participants prioritized content on physical activity, exacerbation management, medication information, action planning, breathing control, energy conservation, motivation, stress and anxiety management, and clear information on whom to contact when support is needed. Desired features included a secure, user-friendly design and accessible formats with limited text, clear explanations, and greater use of visuals and videos; reminders; encouraging and non-judgmental feedback; motivational support; guidance on physical activity and progression; optional peer support with appropriate moderation; and the possibility of selecting a “rest day” option during more difficult periods.
Overall, the focus groups findings provided actionable insights that directly informed the intervention’s content, structure, design and delivery format. Key implications included the prioritization of core educational modules on self-management, physical activity, symptom management, the integration of behavior change strategies such as progressive goal setting, positive feedback, and reminders; and the inclusion of features designed to enhance engagement and acceptability, such as clear and concise content, visual support, and adaptable activity progression.
3.5. Examine practice
To ensure the intervention was grounded in real-world clinical practice, a context assessment was conducted using an immersive observational approach informed by rapid ethnography. Several days of immersion were undertaken within the partner Swiss pulmonary rehabilitation center, allowing observation of the care pathway from admission to discharge. This included patients’ interactions with key healthcare professionals (e.g., nurses, physiotherapists, physicians), as well as routine clinical activities, self-management support practices, pulmonary rehabilitation practices, transitions between care components, and organizational workflows.
These observations provided practical insight into everyday routines, contextual constraints, and opportunities to integrate a digital intervention after discharge. The aim was not to generate ethnographic theory, but to inform pragmatic design decisions and enhance alignment between intervention components and the implementation context. Importantly, this assessment highlighted that although patients receive intensive support during inpatient rehabilitation, they often lack readily available resources after discharge, which may compromise the maintenance of rehabilitation gains.
3.6. Modelling process and outcomes
A logic model was developed to clarify how intervention components were expected to influence outcomes (Additional file 4). It also illustrates in detail how the intervention is grounded in the Middle-Range Theory of Self-Care of Chronic Illness and Self-Determination Theory. Behavior change techniques were embedded across both the educational modules and digital features (education, reflection, goal setting, self-monitoring, and feedback). These components were designed to strengthen self-management competencies, autonomous motivation, and self-regulatory skills, thereby supporting sustained engagement in physical activity. Clinician stakeholder feedback confirmed the intervention’s clinical relevance and highlighted the importance of flexibility, personalization, and minimal burden to facilitate integration into routine care.
3.7. Intervention design
The final intervention, Respir’air BPCO, is a theory-based self-management digital intervention designed to promote physical activity in people living with COPD following completion of pulmonary rehabilitation. It was developed as a complementary solution providing accessible, asynchronous, structured, and patient-centered support within patients’ everyday environments.
The intervention is delivered through a mobile application built on the Breathment® mobile app (Android and iOS), which provides the technical infrastructure for the intervention content, and comprises three interrelated components (Table 1):
Table 1.
Overview of the components, modules/features, and content of the Respir’air BPCO self-management digital intervention.
| Components | Modules/Features | Content |
|---|---|---|
| A) Structured educational self-management modules focusing on physical activity | Introduction | Introduction to the mobile application and modules |
| COPD | Definition of COPD | |
| COPD risk factors | ||
| Signs and symptoms of COPD | ||
| Diagnosis and stages of COPD | ||
| Self-management | Definition of self-management | |
| Importance of effective self-management | ||
| Key components of self-management | ||
| Physical activity | Definition of physical activity | |
| Difference between physical activity and physical exercise | ||
| Examples of physical activities | ||
| Importance of physical activity | ||
| Practical tips for physical activity | ||
| Breathing techniques during physical activity | ||
| Assessment of effort level | ||
| Identifying limits | ||
| Useful positions in case of dyspnea | ||
| Getting started | Personal reflection on the pros and cons of physical activity | |
| Formulating progression goals (SMART approach) | ||
| Identifying facilitators and barriers to physical activity | ||
| Strategies for overcoming barriers to physical activity | ||
| IF/THEN method for adapting to difficulties and unforeseen events | ||
| Progression strategies | Step count progression strategy | |
| Energy conservation tips | Energy conservation strategies | |
| Action plan | Developing an action plan in case of deterioration/worsening | |
| B) Physical activity monitoring and progression support | Step counter | Daily step count monitoring |
| Activity history | Visualization of daily step history | |
| Goal setting | Personalized daily step goals | |
| C) Motivational and supportive features | Motivational messages | Encouraging and supportive feedback messages |
| Reminders | Automated reminders to support engagement | |
| Air quality information | Real-time outdoor air quality information based on user location |
3.7.1. A) Structured educational self-management modules
The core component of Respir’air BPCO consists of eight educational modules comprising 25 brief learning units, which users can consult at their own pace and in the order that best suits their needs. Modules are delivered using a combination of text, images, and short videos, designed to accommodate different learning preferences and levels of health literacy. The modules address the following themes:
3.7.1.1. Introduction to the digital intervention
This module introduces the application, its objectives, and how it can promote physical activity and self-management. Users are encouraged to progress through the content at their own rhythm and reassured that all materials remain accessible at any time.
3.7.1.2. COPD
Content provides information on COPD, including its definition, risk factors, signs and symptoms, diagnostic process, and disease stages. The aim is to enhance understanding of illness as a foundation for effective self-management.
3.7.1.3. Self-management
This module presents self-management as a central component of living with COPD. It covers key elements such as symptom monitoring, medication management, avoidance of respiratory irritants, communication with healthcare professionals, emotional wellbeing, and social support, situating physical activity within a broader self-care framework.
3.7.1.4. Physical activity
The content focuses on the role of physical activity in the management of COPD. It clarifies the distinction between physical activity and exercise, provides examples of everyday activities, and offers practical guidance on engaging in physical activity safely. Key content includes recognizing normal versus warning symptoms, using breathing techniques during exertion (e.g., pursed-lip breathing), monitoring perceived effort with the modified Borg scale, and adopting supportive positions to manage breathlessness. The module also provides emergency and hospital contact numbers to support patients if needed.
3.7.1.5. Getting started with physical activity
This module invites users to explore the perceived advantages and disadvantages of physical activity, set personalized and realistic goals using a SMART approach, and reflect on individual facilitators and barriers to engagement. It also introduces practical problem-solving strategies—such as IF/THEN planning—to help users anticipate challenges and adapt their physical activity to changing circumstances or unplanned barriers.
3.7.1.6. Progression strategies
The content provides practical suggestions for gradually increasing physical activity, including step-count progression strategies.
3.7.1.7. Energy conservation
To support long-term adoption of physical activity, the module also addresses practical energy conservation techniques to help manage fatigue and perform daily activities more efficiently.
3.7.1.8. Action planning and coping with difficulties
This module supports users in preparing for potential setbacks, such as worsening symptoms, exacerbations, or unexpected barriers. Users are guided to develop a preventive action plan to help anticipate and manage these situations.
3.7.2. B) Physical activity monitoring and progression support
A second core component of the intervention is physical activity monitoring, centered on daily step counts. The application includes an integrated step counter, allowing users to view their daily step count and track changes over time. Users can set personalized step goals, intended to support gradual progression rather than performance optimization.
3.7.3. C) Motivational and supportive features
To enhance engagement and support sustained use, the application integrates several features across all components. These include motivational messages that provide positive, encouraging feedback; visual feedback features (e.g., progress bars and congratulatory messages) designed to reinforce engagement while maintaining a respectful, autonomy-supportive, and non-judgmental attitude; and reminders related to physical activity and app use, triggered by periods of inactivity. The application also provides air quality information to help users adapt outdoor activity to environmental conditions. Together, these features are intended to increase awareness of activity patterns, facilitate self-regulation aligned with self-care and Self-Determination theory, normalize fluctuations in activity, and strengthen users’ motivation to maintain physical activity despite COPD-related challenges.
3.7.4. Intervention delivery
The intervention is intended to be introduced to patients at the end of their face-to-face pulmonary rehabilitation program by a trained healthcare professional. However, as the project is currently in the development phase of the MRC framework and the next step corresponds to the feasibility phase, the healthcare professional delivering the intervention will be a member of the research team (Skivington et al., 2021). To minimize potential bias outcome data will be collected by a different member of the research team who is not involved in delivering the intervention (Bhide, Shah and Acharya, 2018). In the MRC feasibility phase, the intervention delivery session will take place at the patient’s home after completion of the pulmonary rehabilitation program. This approach allows baseline measurements to be collected prior to exposure to the intervention, as the planned pilot randomized controlled trial will assess acceptability, feasibility, and preliminary effects across three measurement time points through a six-month period. Nevertheless, the intervention has been designed so that, in a future implementation phase, it could be delivered directly during the final days of the pulmonary rehabilitation program.
During the delivery session, the healthcare professional will assist the patient in installing and configuring the mobile application and will provide structured guidance on its purpose, content, and main functionalities. The intervention is designed as an asynchronous self-management digital tool, enabling participants to engage with the content independently in their home environment without real-time interaction with healthcare professionals. Participants are encouraged to use the application according to their individual needs and preferences and are invited to explore all modules and functionalities. Engagement with the full content may represent approximately 10 min per day on average, while remaining flexible in both frequency and duration of use. All content and functionalities remain continuously accessible, allowing personalized and adaptable use in daily life.
3.8. Expert consultation and content validation
The intervention content was validated using a two-round modified e-Delphi process with a multidisciplinary panel of nurses, pulmonologists, and physiotherapists experienced in COPD management, rehabilitation and self-management promotion. Ten experts participated in round one and seven completed round two, assessing the relevance and clarity of the intervention components. Consensus was achieved on all items in the first round, with each item-level content validity index exceeding 0.80 for both relevance and clarity, indicating strong agreement among experts. The overall calculated content validity index was excellent. No additional modifications were required in the second round, confirming the conceptual coherence, clarity, and clinical relevance of the intervention content.
4. Discussion
This study described the development of Respir’air BPCO, a complex self-management digital intervention designed to promote physical activity in people living with COPD following pulmonary rehabilitation. The development process was guided by the MRC framework (Skivington et al., 2021) and operationalized using the pragmatic elements proposed by Bleijenberg et al. (Bleijenberg et al., 2018), providing a structured step-by-step approach while allowing adaptation to clinical realities. This approach was essential to ensure a comprehensive and well-structured development process and to increase the likelihood of success, as it integrated evidence from a targeted literature review and umbrella review (Salgado et al., 2025, 2026), contextual analysis, input from patients and healthcare professionals, a robust theoretical underpinning, and content validation through an expert panel.
The developed intervention shares characteristics with other self-management digital interventions, such as the integration of structured educational modules, self-monitoring tools, and behavior change techniques aimed at promoting physical activity (Cox et al., 2021; Janjua et al., 2021; Liu et al., 2023; Shaw et al., 2020; Song et al., 2021; Sunjaya et al., 2022). However, Respir’air BPCO was developed using a transparent, robust, and theory-informed approach, validated by experts, that explicitly links theoretical constructs, content, behavior change techniques, and digital functionalities, thereby strengthening the clarity, coherence, and reproducibility of its mechanisms of action.
As described previously, following the MRC development phase, a feasibility phase will be conducted to assess feasibility and acceptability outcomes through a pilot randomized controlled trial. In addition, preliminary effects will be explored, including changes in physical activity levels, disease self-management, motivation, health-related quality of life, dyspnea severity, and the number of exacerbations and hospitalizations (ClinicalTrials.gov ID: NCT07262229).
It is important to acknowledge that key design decisions were shaped by the clinical and organizational context in which the project was embedded. For example, for feasibility and pragmatic reasons, the intervention was positioned as a continuation of a self-management promotion intervention to promote physical activity after pulmonary rehabilitation. This decision was supported by the observation that patients receive intensive support during inpatient rehabilitation and often achieve meaningful gains, whereas structured self-management support is limited after discharge, which may compromise the maintenance of these gains (Beauchamp et al., 2013; S. E. Desveaux et al., 2015; Jones et al., 2014b; Levack et al., 2018; Walsh et al., 2019; Watz et al., 2014). Future phases of evaluation will determine whether the intervention can be extended beyond the post-pulmonary rehabilitation context to provide structured self-management support for patients who are unable to access pulmonary rehabilitation in the first place, a group estimated to represent approximately 98% of eligible individuals according to the literature (Desveaux et al., 2015; Holland, Corso and Spruit, 2021; Spitzer et al., 2019).
A further pragmatic decision was to focus specifically on physical activity rather than addressing all components of COPD self-management, driven by the need for a feasible digital intervention with a manageable scope. However, the intervention structure was constructed to allow future expansion and integration of additional self-management components. The intervention was also designed to be asynchronous and self-paced to maximize feasibility and scalability, though this may limit direct interaction with healthcare professionals. Future developments will include synchronous sessions with healthcare professionals delivered through the platform. In addition, peer support groups and conversational agents (e.g., AI-powered chatbots) will be explored to provide continuous support, enhance user engagement, and help address constraints related to healthcare workforce availability.
A practical strength of the intervention's development was the integration of the content into an existing app infrastructure, enabling timely development and technical stability. However, this approach also introduced limitations for implementation and scalability, as integrating and maintaining content within a commercial platform involves costs related to development, licensing, updates, and long-term maintenance, and may constrain the range of functionalities that can be implemented. These factors may influence the degree of personalization, interactivity, and integration with clinical workflows and should be explicitly considered in future evaluation and implementation planning. In later stages, economic evaluation, including cost-effectiveness analysis, will be essential to inform sustainability and potential funding models. Finally, the intervention was developed in collaboration with a single pulmonary rehabilitation center, which may limit immediate transferability to other contexts, and effectiveness cannot be inferred at this stage.
From a nursing perspective, this study contributes to advancing the development of theory-informed self-management digital interventions grounded in nursing science for people living with COPD. By operationalizing the Middle-Range Theory of Self-Care of Chronic Illness within a digital format, this work illustrates how nursing theoretical knowledge can guide the design of innovative interventions that support patients’ capacity to manage chronic illness in everyday life, particularly through the promotion of physical activity. Although Self-Determination Theory is not specific to nursing science, it is highly relevant to nursing practice, as nurses frequently support motivation, and patient engagement in health behaviors. Its integration in this intervention illustrates how nursing knowledge can be enriched by complementary behavioral theories to better support sustained self-management and physical activity engagement. The intervention reflects the central role of nurses within interprofessional teams in supporting health behavior change, strengthening patient autonomy, and facilitating adaptation to chronic illness trajectories. In clinical practice, Respir’air BPCO may support continuity of care by extending self-management support beyond face-to-face pulmonary rehabilitation, a period often characterized by reduced follow-up and increased risk of physical inactivity. In nursing education, this work illustrates the relevance of integrating theoretical knowledge, self-management support approaches, and digital health perspectives to prepare nurses to support patients living with chronic conditions using innovative care modalities. In nursing research, this article provides a transparent, reproducible pathway that can support future testing, adaptation, and implementation of similar self-management digital interventions across different contexts.
5. Conclusion
Respir’air BPCO was developed through a structured, theory-driven, and context-sensitive process in accordance with the MRC framework for complex interventions. By integrating evidence synthesis, input from recipients and stakeholders, a robust theoretical foundation, pragmatic design decisions, and expert validation, the intervention provides a coherent self-management digital solution to promote physical activity in people living with COPD.
This work contributes to improving methodological transparency in the development of digital interventions and may inform similar initiatives in chronic disease self-management, where nurses within multidisciplinary teams have a key role in supporting effective disease self-management
Ethics considerations
All procedures complied with the ethical principles of the Declaration of Helsinki. According to Swiss regulations, the different steps carried out during the MRC development phase did not require ethical approval.
Declaration of generative AI and AI-assisted technologies in the manuscript preparation process
During the preparation of this work, the authors used ChatGPT to improve the clarity and style of the text of the manuscript. After using this tool, the authors reviewed and edited the content as needed and take full responsibility for the content of the published article.
Funding statement
The MRC development phase of the intervention received no external funding.
CRediT authorship contribution statement
Ricardo Salgado: Writing – review & editing, Writing – original draft, Validation, Supervision, Methodology, Conceptualization. Patrício Costa: Writing – review & editing, Writing – original draft, Validation, Supervision, Methodology, Conceptualization. Philippe Delmas: Writing – review & editing, Writing – original draft, Validation, Supervision, Methodology, Conceptualization. José Miguel Padilha: Writing – review & editing, Writing – original draft, Validation, Project administration, Methodology, Conceptualization.
Declaration of competing interest
The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.
Acknowledgments
The authors would like to express their sincere gratitude to all patients and healthcare professionals from the Rolle Hospital who contributed to the development of the intervention.
Contributor Information
Ricardo Salgado, Email: r.salgado@ecolelasource.ch.
Patrício Costa, Email: pcosta@fpce.up.pt.
Philippe Delmas, Email: p.delmas@ecolelasource.ch.
José Miguel Padilha, Email: miguelpadilha@esenf.pt.
Data availability
Data generated during the intervention development process are not publicly available due to ethical and data protection considerations. Aggregated and anonymized materials supporting the development process are provided in the supplementary files.
References
- Adeloye D., et al. Global, regional, and national prevalence of, and risk factors for, chronic obstructive pulmonary disease (COPD) in 2019: a systematic review and modelling analysis. Lancet Respir. Med. 2022;10(5):447–458. doi: 10.1016/S2213-2600(21)00511-7. Available at: [DOI] [PMC free article] [PubMed] [Google Scholar]
- Beauchamp M.K., et al. Systematic review of supervised exercise programs after pulmonary rehabilitation in individuals with COPD. Chest. 2013;144(4):1124–1133. doi: 10.1378/chest.12-2421. Available at: [DOI] [PubMed] [Google Scholar]
- Benzo M., et al. The basic science of behavior change in COPD: testing self-determination theory to support home-based rehabilitation with health coaching. J. Cardiopulm. Rehabil. Prev. 2025;45(4):286–293. doi: 10.1097/HCR.0000000000000957. Available at: [DOI] [PubMed] [Google Scholar]
- Bhide A., Shah P.S., Acharya G. A simplified guide to randomized controlled trials. Acta Obs. Gynecol. Scand. 2018;97(4):380–387. doi: 10.1111/aogs.13309. Available at: [DOI] [PubMed] [Google Scholar]
- Bleijenberg N., et al. Increasing value and reducing waste by optimizing the development of complex interventions: enriching the development phase of the medical research council (MRC) framework. Int. J. Nurs Stud. 2018;79:86–93. doi: 10.1016/j.ijnurstu.2017.12.001. Available at: [DOI] [PubMed] [Google Scholar]
- Boers E., et al. Forecasting the global economic and health burden of COPD from 2025 through 2050. Chest. 2025;168(4):880–889. doi: 10.1016/j.chest.2025.03.029. Available at: [DOI] [PMC free article] [PubMed] [Google Scholar]
- Caspersen, C.J., Powell, K.E. and Christenson, G.M. (1985) “Physical activity, exercise, and physical fitness: definitions and distinctions for health-related research,” Public Health Reports (Washington, D.C.: 1974), 100(2), pp. 126–131. [PMC free article] [PubMed]
- Cox N.S., et al. Telerehabilitation for chronic respiratory disease. Cochrane Database Syst. Rev. 2021;2021(1) doi: 10.1002/14651858.CD013040.pub2. p. CD013040. Available at: [DOI] [PMC free article] [PubMed] [Google Scholar]
- Desveaux L., et al. An international comparison of pulmonary rehabilitation: a systematic review. COPD. 2015;12(2):144–153. doi: 10.3109/15412555.2014.922066. Available at: [DOI] [PubMed] [Google Scholar]
- Duncan E., et al. Guidance for reporting intervention development studies in health research (GUIDED): an evidence-based consensus study. BMJ Open. 2020;10(4) doi: 10.1136/bmjopen-2019-033516. Available at: [DOI] [PMC free article] [PubMed] [Google Scholar]
- Effing T.W., et al. Definition of a COPD self-management intervention: international expert group consensus. Eur. Respir. J. 2016;48(1):46–54. doi: 10.1183/13993003.00025-2016. Available at: [DOI] [PubMed] [Google Scholar]
- Fawcett J., Desanto-Madeya S. 3rd ed. F. A. Davis Company; Philadelphia: 2012. Contemporary Nursing Knowledge: Analysis and Evaluation of Nursing Models and Theories. [Google Scholar]
- Global Initiative for Chronic Obstructive Lung Disease (2026) “2026 GOLD Report.” GIGOLD. Available at: https://goldcopd.org/2026-gold-report-and-pocket-guide/.
- Hoffmann T.C., et al. Vol. 348. BMJ (Clinical research ed.); 2014. (Better Reporting of interventions: Template For Intervention Description and Replication (TIDieR) Checklist and Guide). p. g1687Available at: [DOI] [PubMed] [Google Scholar]
- Holland A.E., Corso S.D., Spruit M.A. European Respiratory Society; Sheffield, United Kingdom: 2021. Pulmonary Rehabilitation. p. ersbk;9781849841405/1. Available at: [DOI] [Google Scholar]
- Janjua S., et al. Cochrane Database of Systematic Reviews. 2021. Digital interventions for the management of chronic obstructive pulmonary disease. [Preprint]Available at: [DOI] [PMC free article] [PubMed] [Google Scholar]
- Johansson H., et al. To live a life with COPD – the consequences of symptom burden. Int. J. Chron. Obs. Pulmon. Dis. 2019;Volume 14:905–909. doi: 10.2147/COPD.S192280. Available at: [DOI] [PMC free article] [PubMed] [Google Scholar]
- Jones A., et al. Home telehealth for chronic disease management: selected findings of a narrative synthesis. Telemed. E-Health. 2014;20(4):346–380. doi: 10.1089/tmj.2013.0249. Available at: [DOI] [PubMed] [Google Scholar]
- Jones S.E., et al. Pulmonary rehabilitation following hospitalisation for acute exacerbation of COPD: referrals, uptake and adherence. Thorax. 2014;69(2):181–182. doi: 10.1136/thoraxjnl-2013-204227. Available at: [DOI] [PubMed] [Google Scholar]
- Koh J.H., et al. Telemedical interventions for chronic obstructive pulmonary disease management: umbrella review. J. Med. Internet Res. 2023;25(1) doi: 10.2196/33185. Available at: [DOI] [PMC free article] [PubMed] [Google Scholar]
- Lear S.A., et al. Assessment of an interactive Digital health–Based self-management program to reduce hospitalizations among patients with multiple chronic diseases: a randomized clinical trial. JAMA Netw. Open. 2021;4(12) doi: 10.1001/jamanetworkopen.2021.40591. Available at: [DOI] [PMC free article] [PubMed] [Google Scholar]
- Lenferink A., et al. Vol. 2017. Edited by Cochrane Airways Group; 2017. Self-management interventions including action plans for exacerbations versus usual care in patients with chronic obstructive pulmonary disease. (Cochrane Database of Systematic Reviews). Available at: [DOI] [PMC free article] [PubMed] [Google Scholar]
- Levack W.M., et al. Factors influencing referral to and uptake and attendance of pulmonary rehabilitation for chronic obstructive pulmonary disease: a qualitative evidence synthesis of the experiences of service users, their families, and healthcare providers. Cochrane Database Syst. Rev. 2018;2018(11) doi: 10.1002/14651858.CD013195. Available at: [DOI] [Google Scholar]
- Liu Y.-Y., et al. Effectiveness of internet-based self-management interventions on pulmonary function in patients with chronic obstructive pulmonary disease: a systematic review and meta-analysis. J. Adv. Nurs. 2023;79(8):2802–2814. doi: 10.1111/jan.15693. Available at: [DOI] [PubMed] [Google Scholar]
- Matarese M., et al. A systematic review and integration of concept analyses of self-care and related concepts. J. Nurs. Scholarsh. 2018;50(3):296–305. doi: 10.1111/jnu.12385. Available at: [DOI] [PubMed] [Google Scholar]
- McCabe C., McCann M., Brady A.M. Computer and mobile technology interventions for self-management in chronic obstructive pulmonary disease. Cochrane Database Syst. Rev. 2017;2020(5) doi: 10.1002/14651858.CD011425.pub2. [Preprint]Available at: [DOI] [PMC free article] [PubMed] [Google Scholar]
- Meleis A.I., et al. Experiencing transitions: an emerging middle-range theory. ANS Adv. Nurs. Sci. 2000;23(1):12–28. doi: 10.1097/00012272-200009000-00006. Available at: [DOI] [PubMed] [Google Scholar]
- Murphy S.A. Human responses to transitions: a holistic nursing perspective. Holist Nurs. Pr. 1990;4(3):1–7. doi: 10.1097/00004650-199005000-00003. Available at: [DOI] [PubMed] [Google Scholar]
- OFSP, O. fédéral de la santé publique Affections respiratoires chroniques. 2018. https://www.bag.admin.ch/bag/fr/home/krankheiten/krankheiten-im-ueberblick/chronische-atemwegserkrankungen.html Available at: Accessed: November 28, 2022.
- Padilha J.M., Sousa P.A.F., Pereira F.M.S. Nursing clinical practice changes to improve self-management in chronic obstructive pulmonary disease. Int. Nurs. Rev. 2018;65(1):122–130. doi: 10.1111/inr.12366. Available at: [DOI] [PubMed] [Google Scholar]
- Page B., et al. Health services under pressure: a scoping review and development of a taxonomy of adaptive strategies. BMJ Qual. Saf. 2024;33:738–747. doi: 10.1136/bmjqs-2023-016686. [Preprint]Available at: [DOI] [PMC free article] [PubMed] [Google Scholar]
- Pinnock H., Poberezhets V., Drummond D. European Respiratory Society; Sheffield, United Kingdom: 2023. Digital Respiratory Healthcare. p. ersbk;9781849841733/1. Available at: [DOI] [Google Scholar]
- Pinto D., et al. Manutenção dos efeitos de um programa de Reabilitação Respiratória em pessoas com DPOC : desenvolvimento de uma intervenção complexa. Rev. Port. Enferm. Reabil. 2025;8(3) doi: 10.33194/rper.2025.41523. Available at: [DOI] [Google Scholar]
- Pinto D.J.E. Universidade do Porto; 2025. Programa De Reabilitação Respiratória De Manutenção em Pessoas Com DPOC: Desenvolvimento de Uma Intervenção Complexa De Enfermagem. Phd.https://repositorio-aberto.up.pt/bitstream/10216/167333/2/730934.pdf Available at: [Google Scholar]
- Richard A.A., Shea K. Delineation of self-care and associated concepts. J. Nurs. Scholarsh. 2011;43(3):255–264. doi: 10.1111/j.1547-5069.2011.01404.x. Available at: [DOI] [PubMed] [Google Scholar]
- Riegel B., Jaarsma T., Strömberg A. An update to the Middle-range theory of self-care of chronic illness. ANS Adv. Nurs Sci. 2026;49(1):14–25. doi: 10.1097/ANS.0000000000000594. Available at: [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ryan R.M., Deci E.L. Guilford Press; 2017. Self-Determination Theory: Basic Psychological Needs in Motivation, Development, and Wellness. Available at: [DOI] [Google Scholar]
- Ryan R.M., Deci E.L. Self-determination theory and the facilitation of intrinsic motivation, social development, and well-being. Am. Psychol. 2000;55(1):68–78. doi: 10.1037/0003-066X.55.1.68. Available at: [DOI] [PubMed] [Google Scholar]
- Salgado R., et al. Effectiveness of self-management digital interventions for improving health-related outcomes in patients with chronic obstructive pulmonary disease: an umbrella review protocol. JBI Evid. Synth. 2025;23(6):1246–1256. doi: 10.11124/JBIES-24-00195. Available at: [DOI] [PubMed] [Google Scholar]
- Schrijver J., et al. Self-management interventions for people with chronic obstructive pulmonary disease. Cochrane Database Syst. Rev. 2022;2023(1) doi: 10.1002/14651858.CD002990.pub4. [Preprint]Available at: [DOI] [PMC free article] [PubMed] [Google Scholar]
- Shaw G., et al. Are COPD self-management mobile applications effective? A systematic review and meta-analysis. NPJ Prim Care Respir. Med. 2020;30(1):11. doi: 10.1038/s41533-020-0167-1. Available at: [DOI] [PMC free article] [PubMed] [Google Scholar]
- Silva L., et al. Perceived barriers and criteria for referral to pulmonary rehabilitation used in primary health care by general practitioners. Rev. Port. Enferm. Reabil. 2024;7(2) doi: 10.33194/rper.2024.36144. Available at: [DOI] [Google Scholar]
- Skivington K., et al. A new framework for developing and evaluating complex interventions: update of medical research council guidance. BMJ. 2021;374 doi: 10.1136/bmj.n2061. Available at: [DOI] [PMC free article] [PubMed] [Google Scholar]
- Song X., et al. Blended self-management interventions to reduce disease burden in patients with chronic obstructive pulmonary disease and asthma: systematic review and meta-analysis. J. Med. Internet Res. 2021;23(3) doi: 10.2196/24602. Available at: [DOI] [PMC free article] [PubMed] [Google Scholar]
- Spitzer K.A., et al. Participation in pulmonary rehabilitation after hospitalization for chronic obstructive pulmonary disease among Medicare beneficiaries. Ann. Am. Thorac. Soc. 2019;16(1):99–106. doi: 10.1513/AnnalsATS.201805-332OC. Available at: [DOI] [PMC free article] [PubMed] [Google Scholar]
- Sunjaya A.P., et al. Efficacy of self-management mobile applications for patients with breathlessness: systematic review and quality assessment of publicly available applications. Respir. Med. 2022;201 doi: 10.1016/j.rmed.2022.106947. Available at: [DOI] [PubMed] [Google Scholar]
- Salgado, R., et al., 2026. Effectiveness of Self-Management Digital Interventions in Improving Health-Related Outcomes in Patients With Chronic Obstructive Pulmonary disease: an Umbrella Review. Pulmonology [Preprint]. Available at: 10.1080/25310429.2026.2684901. [DOI] [PubMed]
- Teixeira, P. et al. (2019) Classification of techniques used in self-determination theory-based interventions in health contexts: an expert consensus study.
- Teixeira P.J., et al. Exercise, physical activity, and self-determination theory: a systematic review. Int. J. Behav. Nutr. Phys. Act. 2012;9(1):78. doi: 10.1186/1479-5868-9-78. Available at: [DOI] [PMC free article] [PubMed] [Google Scholar]
- Vogelmeier C.F., et al. Global strategy for the diagnosis, management, and prevention of chronic obstructive lung disease 2017 report. GOLD executive summary. Am. J. Respir. Crit. Care Med. 2017;195(5):557–582. doi: 10.1164/rccm.201701-0218PP. Available at: [DOI] [PubMed] [Google Scholar]
- Walsh J.R., et al. Longevity of pulmonary rehabilitation benefit for chronic obstructive pulmonary disease—health care utilisation in the subsequent 2 years. BMJ Open Respir. Res. 2019;6(1) doi: 10.1136/bmjresp-2019-000500. Available at: [DOI] [PMC free article] [PubMed] [Google Scholar]
- Watz H., et al. An official European respiratory society statement on physical activity in COPD. Eur. Respir. J. 2014;44(6):1521–1537. doi: 10.1183/09031936.00046814. Available at: [DOI] [PubMed] [Google Scholar]
- WHO Global diffusion of eHealth: making universal health coverage achievable: report of the third global survey on eHealth. 2016. https://www.who.int/publications-detail-redirect/9789241511780 Available at: Accessed: December 15, 2023.
- WHO Physical activity. 2022. https://www.who.int/news-room/fact-sheets/detail/physical-activity Available at: Accessed: April 12, 2023.
- WHO Classification of digital interventions, services and applications in health: a shared language to describe the uses of digital technology for health. 2023. https://www.who.int/publications-detail-redirect/9789240081949 Available at: Accessed: December 18, 2023.
- WHO Chronic obstructive pulmonary disease (COPD) 2024. https://www.who.int/news-room/fact-sheets/detail/chronic-obstructive-pulmonary-disease-(copd Available at: Accessed: March 31, 2025.
- Xiang X., et al. Physical activity and chronic obstructive pulmonary disease: a scoping review. BMC Pulm. Med. 2022;22(1):301. doi: 10.1186/s12890-022-02099-4. Available at: [DOI] [PMC free article] [PubMed] [Google Scholar]
- Yang F., et al. Mobile health applications in self-management of patients with chronic obstructive pulmonary disease: a systematic review and meta-analysis of their efficacy. BMC Pulm. Med. 2018;18(1):147. doi: 10.1186/s12890-018-0671-z. Available at: [DOI] [PMC free article] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Data Availability Statement
Data generated during the intervention development process are not publicly available due to ethical and data protection considerations. Aggregated and anonymized materials supporting the development process are provided in the supplementary files.

