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Headline
This research programme developed a feasible and acceptable intervention that increased adherence to inhaled medication but did not reduce pulmonary exacerbation rates at 12 months.
Abstract
Background:
People with cystic fibrosis frequently have low levels of adherence to inhaled medications.
Objectives:
The objectives were to develop and evaluate an intervention for adults with cystic fibrosis to improve adherence to their inhaled medication.
Design:
We used agile software methods to develop an online platform. We used mixed methods to develop a behaviour change intervention for delivery by an interventionist. These were integrated to become the CFHealthHub intervention. We undertook a feasibility study consisting of a pilot randomised controlled trial and process evaluation in two cystic fibrosis centres. We evaluated the intervention using an open-label, parallel-group randomised controlled trial with usual care as the control. Participants were randomised in a 1 : 1 ratio to intervention or usual care. Usual care consisted of clinic visits every 3 months. We undertook a process evaluation alongside the randomised controlled trial, including a fidelity study, a qualitative interview study and a mediation analysis. We undertook a health economic analysis using both a within-trial and model-based analysis.
Setting:
The randomised controlled trial took place in 19 UK cystic fibrosis centres.
Participants:
Participants were people aged ≥ 16 years with cystic fibrosis, on the cystic fibrosis registry, not post lung transplant or on the active transplant list, who were able to consent and not using dry-powder inhalers.
Intervention:
People with cystic fibrosis used a nebuliser with electronic monitoring capabilities. This transferred data automatically to a digital platform. People with cystic fibrosis and clinicians could monitor adherence using these data, including through a mobile application (app). CFHealthHub displayed graphs of adherence data as well as educational and problem-solving information. A trained interventionist helped people with cystic fibrosis to address their adherence.
Main outcome measures:
Randomised controlled trial – adjusted incidence rate ratio of pulmonary exacerbations meeting the modified Fuchs criteria over a 12-month follow-up period (primary outcome); change in percentage adherence; and per cent predicted forced expiratory volume in 1 second (key secondary outcomes). Process evaluation – percentage fidelity to intervention delivery, and participant and interventionist perceptions of the intervention. Economic modelling – incremental cost per quality-adjusted life-year gained.
Results:
Randomised controlled trial – 608 participants were randomised to the intervention (n = 305) or usual care (n = 303). To our knowledge, this was the largest randomised controlled trial in cystic fibrosis undertaken in the UK. The adjusted rate of exacerbations per year (primary outcome) was 1.63 in the intervention and 1.77 in the usual-care arm (incidence rate ratio 0.96, 95% confidence interval 0.83 to 1.12; p = 0.638) after adjustment for covariates. The adjusted difference in mean weekly normative adherence was 9.5% (95% confidence interval 8.6% to 10.4%) across 1 year, favouring the intervention. Adjusted mean difference in forced expiratory volume in 1 second (per cent) predicted at 12 months was 1.4% (95% confidence interval –0.2% to 3.0%). No adverse events were related to the intervention. Process evaluation – fidelity of intervention delivery was high, the intervention was acceptable to people with cystic fibrosis, participants engaged with the intervention [287/305 (94%) attended the first intervention visit], expected mechanisms of action were identified and contextual factors varied between randomised controlled trial sites. Qualitative interviews with 22 people with cystic fibrosis and 26 interventionists identified that people with cystic fibrosis welcomed the objective adherence data as proof of actions to self and others, and valued the relationship that they built with the interventionists. Economic modelling – the within-trial analysis suggests that the intervention generated 0.01 additional quality-adjusted life-years at an additional cost of £865.91 per patient, leading to an incremental cost-effectiveness ratio of £71,136 per quality-adjusted life-year gained. This should be interpreted with caution owing to the short time horizon. The health economic model suggests that the intervention is expected to generate 0.17 additional quality-adjusted life-years and cost savings of £1790 over a lifetime (70-year) horizon; hence, the intervention is expected to dominate usual care. Assuming a willingness-to-pay threshold of £20,000 per quality-adjusted life-year gained, the probability that the intervention generates more net benefit than usual care is 0.89. The model results are dependent on assumptions regarding the duration over which costs and effects of the intervention apply, the impact of the intervention on forced expiratory volume in 1 second (per cent) predicted and the relationship between increased adherence and drug-prescribing levels.
Limitations:
Number of exacerbations is a sensitive and valid measure of clinical change used in many trials. However, data collection of this outcome in this context was challenging and could have been subject to bias. It was not possible to measure baseline adherence accurately. It was not possible to quantify the impact of the intervention on the number of packs of medicines prescribed.
Conclusions:
We developed a feasible and acceptable intervention that was delivered to fidelity in the randomised controlled trial. We observed no statistically significant difference in the primary outcome of exacerbation rates over 12 months. We observed an increase in normative adherence levels in a disease where adherence levels are low. The magnitude of the increase in adherence may not have been large enough to affect exacerbations.
Future work:
Given the non-significant difference in the primary outcome, further research is required to explore why an increase in objective normative adherence did not reduce exacerbations and to develop interventions that reduce exacerbations.
Trial registration:
Work package 3.1: Current Controlled Trials ISRCTN13076797. Work packages 3.2 and 3.3: Current Controlled Trials ISRCTN55504164.
Funding:
This project was funded by the National Institute for Health Research (NIHR) Programme Grants for Applied Research programme and will be published in full in Programme Grants for Applied Research; Vol. 9, No. 11. See the NIHR Journals Library website for further project information.
Contents
- Plain English summary
- Scientific summary
- SYNOPSIS
- Work package 1: developing the technology and infrastructure to collect adherence data
- Work packages 2.1A and 2.1B: a qualitative study – understanding the illness perceptions and treatment beliefs of people with cystic fibrosis
- Work package 2.1C: patient story video interviews for use in the CFHealthHub intervention
- Work package 2.2: development and refinement of the CFHealthHub intervention
- Work package 3.1: feasibility study comprising an external pilot randomised controlled trial and process evaluation
- Work packages 3.2, 3.3 and 3.4: full-scale randomised controlled trial with concurrent process evaluation
- Work package 3.5: health economic evaluation
- Discussion
- Acknowledgements
- References
- Appendix 1. Work package 1: developing the technology and infrastructure to collect adherence data
- Appendix 2. Work package 2.2: description of the CFHealthHub intervention
- Appendix 3. Work package 2.3: intervention training and fidelity assessment
- Appendix 4. Work package 3.3: usual-care survey summary
- Appendix 5. Work package 3.3: user satisfaction survey
- Appendix 6. Work package 3.3: adverse events
- Appendix 7. Work package 3.3: the benefits of objective nebuliser adherence data as ‘proof’ in the management of cystic fibrosis in adults – a qualitative study
- Appendix 8. Work package 3.3: mechanisms of action based on the perceptions of people with cystic fibrosis and interventionists
- Appendix 9. Work package 3.3: variation in context between randomised controlled trial sites
- Appendix 10. Work package 3.3: mediation analysis
- Appendix 11. Work package 3.3: process evaluation triangulation table
- Appendix 12. Work package 3.4: triangulation of randomised controlled trial and process evaluation findings
- Appendix 13. Work package 3.5: resource and cost inputs economic evaluation alongside a clinical trial
- Appendix 14. Work package 3.5: health economic model parameters
- Appendix 15. Work package 3.5: forced expiratory volume in first second (per cent) predicted to EuroQol-5 Dimensions, three-level version, mapping function – assessment of goodness of fit of alternative models
- Appendix 16. Work package 3.5: validation of model outputs
- Appendix 17. Work package 3.5: model-based analysis sensitivity analysis results
- List of abbreviations
- List of supplementary material
About the Series
Declared competing interests of authors: Martin J Wildman reports funding from NHS England, PARI GmbH (Starnberg, Germany) and Koninklijke Philips N.V. (Amsterdam, the Netherlands) during the conduct of the study. His team received equipment and support for independent statistical advice to investigate the I-neb device (Koninklijke Philips N.V.) as a mechanism of detecting exacerbations. He received travel expenses to meet PARI GmbH in Munich to explain the CFHealthHub programme. His team has received funding for independent statistical advice to investigate the use of spirometric devices to understand lung function in the community and devices to support this study. The ACTif (Development and evaluation of an intervention to support Adherence to treatment in adults with Cystic Fibrosis) programme was supported by the NHS England Commissioning for Quality and Innovation (CQUIN) payment framework [funding identifier IM2 Cystic Fibrosis Patient Adherence (Adult)]. Alicia O’Cathain was a member of a subpanel for the National Institute for Health Research (NIHR) Programme Grants for Applied Research (PGfAR) programme (2007–17). Daniel Hind reports grants from the NIHR (10/57/46, 12/28/05, 12/144/04, 13/24/03, 15/178/09, 17/17/02, 17/72/02, NIHR127454 and 17/136/10), NHS England and Koninklijke Philips N.V. during the conduct of the study outside the submitted work. He was a member of the following committees during the project: NIHR Research for Patient Benefit, Yorks and North East Regional Advisory Committee (2016–20) and NIHR Health Technology Assessment (HTA) Clinical Evaluation and Trials Funding Committee (2019–20). Stephen J Walters reports grants from the Department of Health and Social Care, NIHR, Medical Research Council (MRC) and National Institute for Health and Care Excellence (NICE); personal fees from book royalties; personal fees from external examining; and an NIHR Senior Investigator award, outside the submitted work. He was a member of the following during the project: NIHR HTA Clinical Trials and Evaluation Committee (2011–17), NIHR HTA Commissioning Strategy Group (2012–17), NIHR PGfAR Committee (2020) and NIHR Pre-doctoral Fellowship Selection Committee (2019–20). Pauline Whelan reports that the University of Manchester software team received funds from PARI GmbH outside the submitted work. She is a director of Affigo C.I.C. (Altrincham, UK), a Manchester-based community interest company, which comprises a team of clinicians, academics and software engineers who work closely with mental health service users to develop innovative digital technologies. Affigo C.I.C. has not been involved in this project or publication. Pauline Whelan is the owner/director of Prism Life Ltd (Leeds, UK), a small research and software consultancy company. Prism Life Ltd has had no involvement in this work. John Ainsworth reports funding from PARI GmbH outside the submitted work. He is director of Affigo C.I.C. Iain Buchan reports grants from the MRC during the conduct of the study, personal fees and other funding from AstraZeneca plc (Cambridge, UK), and personal fees and other funding from Microsoft Corporation (Redmond, WA, USA), outside the submitted work. Stuart Elborn reports grants from the Innovative Medicines Initiative, Seventh Framework Programme, European Commission, the MRC and the United Kingdom Bronchiectasis Registry (BRONCH-UK) during the conduct of the study. Zhe Hui Hoo reports other funding from NHS England and PARI GmbH during the conduct of the study.
Article history
The research reported in this issue of the journal was funded by PGfAR as project number RP-PG-1212-20015. The contractual start date was in March 2015. The final report began editorial review in February 2020 and was accepted for publication in December 2020. As the funder, the PGfAR programme agreed the research questions and study designs in advance with the investigators. The authors have been wholly responsible for all data collection, analysis and interpretation, and for writing up their work. The PGfAR editors and production house have tried to ensure the accuracy of the authors’ report and would like to thank the reviewers for their constructive comments on the final report document. However, they do not accept liability for damages or losses arising from material published in this report.
Last reviewed: February 2020; Accepted: December 2020.
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