Treatment Patterns, Healthcare Utilization and Clinical Outcomes of Patients with Chronic Obstructive Pulmonary Disease Initiating Single-Inhaler Long-Acting β2-Agonist/Long-Acting Muscarinic Antagonist Dual Therapy in Primary Care in England

Plain Language Summary

Some patients with chronic obstructive pulmonary disease (COPD) in England are prescribed long-acting muscarinic antagonist/long-acting β2-agonist (LAMA/LABA) dual bronchodilator therapy. Four single-inhaler LAMA/LABA medications are available in England: aclidinium bromide/formoterol fumarate, indacaterol/glycopyrronium, tiotropium bromide/olodaterol, or umeclidinium/vilanterol. Here, we describe how use of these treatments changed, and effects of treatment on COPD burden and healthcare service use during the 12 months following the first recorded prescription between 1st June 2015 and 31st December 2018 for patients not using inhaled corticosteroids. We collected data from two large databases containing records from general practitioners (GPs) and hospitals, including information on prescriptions, health service use, healthcare-related costs, and clinical outcomes including COPD exacerbations and patients’ adherence to their prescriptions in this period.

We found that most patients were still using their dual therapy inhaler 3 months after prescription. Of those who were not, more than half stopped taking any form of inhaled COPD medication. Patients using each medicine were similar in terms of exacerbations, adherence, and use of healthcare services. Hospital stays accounted for most of the healthcare costs. While 86.9% of patients had GP consultations within 3 months of their first prescription, only 27.5% needed to visit their GP between 3 and 6 months after prescription.

This study shows that patients receiving a single-inhaler dual therapy are unlikely to switch to a different treatment in the first few months after initiation, but some may stop taking LAMA/LABA therapy. The four dual therapies were similar in measures of burden on healthcare resources and clinical outcomes.

Introduction

Reducing the incidence of acute exacerbations of chronic obstructive pulmonary disease (AECOPDs) is considered a key aspect of improving patient quality of life and reducing direct healthcare costs,1 and along with reducing associated hospitalizations was rated the most important outcome by patients with COPD.2 Higher adherence to medication is also associated with a reduction in healthcare resource utilization (HCRU) and costs. These factors can contribute to the already high clinical and economic burden of COPD, which is around £1.9 million each year in the UK.3 By 2030, annual direct healthcare costs of COPD are estimated to increase to £2.32 billion and £159 million in England and Scotland, respectively.4

The Global Initiative for Chronic Obstructive Lung Disease (GOLD) strategy report recommends a stepwise approach for pharmacological treatment of COPD.5 Long-acting β2-agonist (LABA) or long-acting muscarinic antagonist (LAMA) monotherapy is recommended as initial maintenance treatment for symptomatic patients with COPD (patients with COPD Assessment Test [CAT] score ≥10) who are not at risk of exacerbations leading to hospitalization; and escalation to LAMA/LABA dual therapy is recommended for symptomatic patients who are at risk of exacerbations or continue to suffer from dyspnea. LAMA/LABA dual therapy can also be considered as initial maintenance therapy (IMT) for patients with a modified British Medical Research Council (mMRC) Questionnaire score ≥2 or a CAT score ≥10 without a history of severe exacerbations with severe breathlessness.6 Similarly, the National Institute for Health Care and Excellence (NICE) guidelines in the UK indicate that LAMA/LABA dual therapy should be offered as IMT to patients with COPD who are breathless or have exacerbations and do not have asthmatic features or features suggesting responsiveness to inhaled corticosteroids (ICS).7 For patients who develop further exacerbations on LAMA/LABA dual therapy and who have a blood eosinophil count ≥100 cells/μL, the GOLD strategy report recommends stepping up to ICS/LAMA/LABA triple therapy.6 The NICE guidelines recommend patients on LAMA/LABA should step up to triple therapy if they have a severe exacerbation or two moderate exacerbations within a year; triple therapy can be considered if their day-to-day symptoms adversely impact their quality of life.7

In the UK, approximately 4.5% of the population over 40 years of age live with diagnosed COPD.8 Four single-inhaler LAMA/LABA dual therapies are approved for treatment of COPD: aclidinium/formoterol (ACL/FOR), indacaterol/glycopyrronium (IND/GLY), tiotropium/olodaterol (TIO/OLO), and umeclidinium/vilanterol (UMEC/VI). All of these therapies improve lung function, reduce COPD symptoms, and reduce the risk of exacerbations compared with LAMA or LABA monotherapy.3,9–11

The characteristics, treatments prescribed, HCRU, and costs in the year prior to initiation of single-inhaler dual LAMA/LABA therapy in a primary care setting in England have been recently described.12 This study subsequently aimed to identify treatment patterns, HCRU, direct healthcare costs, and clinical outcomes of patients with COPD following initiation of single-inhaler LAMA/LABA dual therapy in the primary care setting in England to understand the impact on the economic and clinical burden of COPD following initiation of single-inhaler LAMA/LABA dual therapies.

Methods Study Design

This retrospective longitudinal cohort study used linked primary care electronic medical record data and secondary care administrative data in England to assess multiple outcomes for patients with COPD following initiation of single-inhaler LAMA/LABA dual therapies. Primary care data were collected from Clinical Practice Research Datalink (CPRD-Aurum) which, as of September 2018, captured data for over 19 million patients; of note, 7 million of these patients were alive and currently contributing at that time.13 Secondary care data including details on patient demographics and diagnoses, inpatient admissions, outpatient appointments, and accident and emergency (A&E) attendances were collected from Hospital Episode Statistics (HES). The indexing period began on 1st June 2015 (to ensure that all included patients had access to all four available dual therapies at the time of prescription) until 31st December 2018. The index date was defined as the date of the earliest prescription of a single-inhaler LAMA/LABA dual therapy within the indexing period. The baseline period was the 12-months prior to the index date and the follow-up period spanned from the index date until the study period end date (31st December 2019), the end of data availability, or patient death, whichever happened first. The study design schematic is shown in Figure 1.

Figure 1 Study design schematic.

Abbreviations: LABA, long-actingβ2-agonist; LAMA, long-acting muscarinic antagonist.

Study Population

Inclusion criteria required patients to have at least one diagnostic code of COPD at ≥35 years of age in a primary care setting and a forced expiratory volume in 1 second (FEV1)/forced vital capacity ratio of <0.7 at any time prior to and including index date. Patients also needed at least one prescription of a single-inhaler LAMA/LABA within the index period, a primary care record linked to HES, and continuous registration with a general practitioner (GP) practice for a minimum of 12 months prior to the index date. Patients were excluded if they had one or more diagnostic codes for non-COPD respiratory conditions that could interfere with COPD diagnosis (eg, cystic or pulmonary fibrosis, pulmonary resection).

Incident users were those with no previous LAMA/LABA dual therapy prescriptions prior to the index date and included non-triple therapy users (no concomitant ICS use at index date) and IMT users (no prescription of COPD maintenance therapy prior to the index date). Patients were further categorized by indexed therapy (ACL/FOR, IND/GLY, TIO/OLO, and UMEC/VI).

Outcomes

Outcome measures were assessed in the 12 months post-index. Treatment patterns and clinical outcomes were assessed at 3, 6, 9 and 12-months post-index. Treatments were categorized as ICS only, LABA only, LAMA only, ICS/LABA, LAMA/LABA, ICS/LAMA/LABA, any short-acting bronchodilator, other treatment, or no respiratory treatment. COPD-related and all-cause HCRU, and COPD-related and all-cause direct healthcare costs were measured in the following intervals: index date to ≤3 months, >3 to ≤6 months, >6 to ≤12 months, and index date to ≤12 months post-index. HCRU categories included prescriptions prescribed in a primary care setting, primary care consultations, outpatient visits, inpatient visits, and A&E visits. Clinical outcomes were assessed for non-triple therapy users and the subset of IMT users within the non-triple therapy user group. Clinical outcomes included the proportion of patients experiencing moderate or severe AECOPDs at 3, 6, 9 and 12 months post-index date, AECOPD exacerbation rate (number of moderate-to-severe AECOPDs per time on treatment), time to initiation of triple therapy, time to first on-treatment moderate-to-severe AECOPD, time to index treatment discontinuation (a gap of >30 days between the end of a dual therapy prescription’s days of supply and the following fill), and index treatment adherence (proportion of days covered [PDC] ≥80%, calculated by dividing the days covered by a fixed time interval [ie, 6, 12, 18 and/or 24 months]). Treatment adherence was recorded at 6, 12, 18 and 24 months post-index.

Statistical Analysis

All patients who met the inclusion criteria were included. All analyses are descriptive, and treatments were not compared statistically. Counts, means and standard deviations (SD) were reported for continuous variables, and frequencies and proportions were reported for categorical variables. HCRU and direct healthcare costs were reported by HCRU category for patients who had at least one use in that category (resource users). Kaplan–Meier survival analyses were performed to assess cumulative hazard rates for time to initiation of triple therapy, time to first on-treatment COPD-related moderate-to-severe AECOPD, and time to discontinuation. Results were not reported for values corresponding to less than five patients in order to comply with the CPRD’s standard reporting policy on small cell counts (ie, no cell counts or estimates based on them should be reported).

Results Study Population

In total, 19,141 patients had a prescription of a single-inhaler LAMA/LABA therapy and were eligible for inclusion, 10,991 (57.4%) of whom were incident users. Of the incident users, 2963 (27.0%) were IMT users and 9888 (90.0%) were non-triple therapy users. Among non-triple therapy users, indexed therapy was UMEC/VI for 4805 patients (48.6%), ACL/FOR for 2109 (21.3%), IND/GLY for 1785 (18.1%), and TIO/OLO for 1189 (12.0%).

Treatment Pathways

Overall, 63.3% of non-triple therapy users remained on a single-inhaler LAMA/LABA at 3 months post-index date (Figure 2). UMEC/VI was the most frequently prescribed respiratory medication among non-triple therapy users, and UMEC/VI and IND/GLY had the most users remaining on a single-inhaler LAMA/LABA at 3 months (UMEC/VI: 65.2%, IND/GLY: 64.8%) (Figure 2). Overall, the proportion of non-triple therapy users who remained on a single-inhaler LAMA/LABA decreased to 55.5% at 6 months after index date (Supplementary Figure 1A) and remained relatively stable during the rest of the follow-up period (55.2% at 9 months and 53.4% at 12 months) (Supplementary Figure 1B and C).

Figure 2 Respiratory therapies prescribed at 3 months after index date (non-triple therapy users). aIncluded BDP/FOR, BUD/FOR, FP/SAL, FP/FOR and FP/VI; bIncluded treatment with UMEC/VI, IND/GLY, TIO/OLO, or ACL/FOR; cIncluded treatment with SABA, SAMA or SABA/SAMA fixed and open combinations; dIncluded phosphodiesterase-4 inhibitors, methylxanthines, and treatment combinations not reflected elsewhere; eResults based on small numbers of patients (n<5) were suppressed, as well as the next-smallest value to protect primary suppression.

Abbreviations: ACL, aclidinium; BDP, beclomethasone; BUD, budesonide; FOR, formoterol fumarate; FP, fluticasone propionate; GLY, glycopyrronium; ICS, inhaled corticosteroid; IND, indacaterol; LABA, long-actingβ2-agonist; LAMA, long-acting muscarinic antagonist; NR, not reported; OLO, olodaterol; SABA, short-actingβ2-agonist; SABD, short-acting bronchodilator; SAL, salmeterol; SAMA, short-acting muscarinic antagonist; TIO, tiotropium bromide; UMEC, umeclidinium; VI, vilanterol.

Overall, ICS/LAMA/LABA triple therapy uptake was initially low, with only 2.3% of non-triple therapy users escalating from LAMA/LABA dual therapy to ICS/LAMA/LABA triple therapy 3 months post-index (Figure 2); escalations to triple therapy increased over the follow-up period, reaching 7.1% after 12 months (Supplementary Figure 1). Overall, 22.1% of non-triple therapy users had stopped taking respiratory therapies at 3 months after index date (Figure 2), and this number did not increase notably at 12 months (Supplementary Figure 1). At 3 months post-index, a small proportion of patients had stepped down to LAMA only (2.4%) or LABA only (0.7%) (Figure 2).

HCRU and Direct Healthcare Costs

In the 3 months following the index date, 86.9% of non-triple users had a COPD-related GP consultation, decreasing to 27.5% between >3 and ≤6 months post-index. The proportion of patients with COPD-related inpatient stays remained more constant, at 9.7% of patients in both the first 3 months and between >3 and ≤6 months following index (Table 1; Supplementary Table 1). COPD-related and all-cause HCRU were similar among non-triple therapy users and across indexed therapies between index and ≤3 months and between >3 and ≤6 months.

Table 1 COPD-Related HCRU Following Index Date (Non-Triple Therapy Users)

Total COPD-related (Table 2) and all-cause (Supplementary Table 2) direct healthcare costs in the 3 months following the index date and from >3 and ≤6 months were similar across indexed therapies. Among the health resource used during the first 3 and 6 months of the follow-up period, inpatient stays were the greatest contributor to the COPD-related costs. TIO/OLO had particularly high costs due to inpatient stays >3 to ≤6 months following index (Figure 3). COPD-related and all-cause direct healthcare costs were similar for all indexed therapies during all time periods (Table 2; Supplementary Table 2). The mean (SD) cumulative length of COPD-related inpatient stays in the 3 months following the index date was 5.2 (12.9) days and was similar across indexed therapies and at all time periods (Supplementary Table 3).

Table 2 COPD-Related Direct Healthcare Costs During the Follow-Up Period (Non-Triple Therapy Users)

Figure 3 COPD-related costs over the index to ≤3 months and >3 to ≤6 months post-index time periods (non-triple therapy users). aResults based on small numbers of patients (n<5) were suppressed, as well as the next-smallest value to protect primary suppression.

Abbreviations: A&E, accident and emergency; ACL, aclidinium; COPD, chronic obstructive pulmonary disease; FOR, formoterol fumarate; GBP, British pound sterling; GP, general practitioner; GLY, glycopyrronium; IND, indacaterol; NR, not reported; OLO, olodaterol; TIO, tiotropium bromide; UMEC, umeclidinium; VI, vilanterol.

When all elements of HCRU are considered, the overall mean (SD) total COPD-related cost was £1058 (2828.5) and the all-cause cost was £2177 (4135.4); costs were similar across indexed treatments (Table 2; Supplementary Table 2).

Clinical Endpoints

The proportion of patients who experienced ≥1 moderate-to-severe AECOPD during follow-up decreased slightly over time. The proportion of patients indexed on IND/GLY who experienced ≥1 moderate-to-severe AECOPD was numerically higher compared with all other indexed treatments across all time periods (Table 3). The mean exacerbation rate remained in the range of 0.01–0.03 rate per month across indexed therapies and throughout all time points from 3 to 12 months post-index.

Table 3 Moderate-to-Severe AECOPDs During the Follow-Up Period (Non-Triple Therapy Users)

Kaplan–Meier analyses showed that the cumulative hazard rates for time-to-triple therapy increased steadily during the 12-month follow-up period across all indexed therapies, ranging from 0.156 for patients indexed on UMEC/VI to 0.184 for those indexed on ACL/FOR at 12 months after index (Figure 4). The cumulative hazard of a first on-treatment COPD-related moderate-to-severe AECOPD also increased gradually over the 12-month follow-up period across all indexed therapies (Figure 5). IND/GLY had the highest cumulative hazard rate of a first on-treatment COPD-related moderate-to-severe AECOPD among non-triple therapy users, at all time-points.

Figure 4 Kaplan–Meier plots of time-to-triple therapy (non-triple therapy users) Median time to triple therapy was not calculated as the 50% cumulative probability was not reached.

Abbreviations: ACL, aclidinium; FOR, formoterol fumarate; GLY, glycopyrronium; IND, indacaterol; OLO, olodaterol; TIO, tiotropium bromide; UMEC, umeclidinium; VI, vilanterol.

Figure 5 Kaplan–Meier plots of time-to-first on-treatment moderate-to-severe AECOPD (non-triple therapy users) Median time to first AECOPD was not calculated as the 50% cumulative probability was not reached.

Abbreviations: ACL, aclidinium; AECOPD, acute exacerbation of chronic obstructive pulmonary disease; FOR, formoterol fumarate; GLY, glycopyrronium; IND, indacaterol; OLO, olodaterol; TIO, tiotropium bromide; UMEC, umeclidinium; VI, vilanterol.

Across all indexed therapies, the overall median time to discontinuation of index treatment was 4.6 months. Patients indexed on ACL/FOR had the shortest median time to discontinuation among non-triple therapy users (3.5 months) (Figure 6). Overall, adherence (the proportion of patients with PDC ≥80%) declined from 43.6% at 6 months post-index to 35.4% at 24 months post-index; a similar trend was observed for all indexed therapies. Across all time points, the proportion of patients with PDC ≥80% was the smallest for patients indexed on ACL/FOR, decreasing from 36.5% at 6 months post-index to 30.1% at 24 months post-index (Supplementary Table 4).

Figure 6 Kaplan–Meier plots of time-to-discontinuation of index treatment (non-triple therapy users).

Abbreviations: ACL, aclidinium; FOR, formoterol fumarate; GLY, glycopyrronium; IND, indacaterol; OLO, olodaterol; TIO, tiotropium bromide; UMEC, umeclidinium; VI, vilanterol.

Discussion

This retrospective, longitudinal study described treatments, HCRU, direct healthcare costs and clinical outcomes of patients with COPD following initiation of single-inhaler LAMA/LABA therapy in the primary care setting in England, following previous description of characteristics, treatments prescribed, HCRU, and costs prior to initiation in the same cohort.12 We found that 63.3% of patients continued taking LAMA/LABA in the 3 months following index, with more than half remaining on the treatment after 6 months. Of the 44% of patients who discontinued dual therapy by 3 months post-index, most (one quarter of total patients) discontinued respiratory medication use, with relatively few patients stepping up to triple therapy or stepping down to LAMA or LABA monotherapy (<2.5% each). This suggests that patients receiving a single-inhaler LAMA/LABA are unlikely to switch treatments in the first few months after initiation, but some may discontinue respiratory medication over time.

The burden of COPD on the healthcare system, as measured by HCRU and direct healthcare costs was similar across the four single-inhaler LAMA/LABA dual therapies available in England. While around 10% of patients were hospitalized in the first 3 months post-index, inpatient stays still accounted for the largest portion of direct healthcare costs for all indexed therapies. These results indicate that, aside from numerically higher inpatient costs for the TIO/OLO treatment in the >3 to ≤6 months period, there is minimal notable variation between the four dual therapies on overall burden on healthcare resources in England and emphasize the importance of limiting hospitalizations from a healthcare cost perspective. In this study, total COPD-related direct healthcare costs per resource user 12 months post-index were £1058, while all-cause direct healthcare costs were £2177. A previous study of patients in the UK estimated the mean total annual COPD management cost per patient as £2108, due to exacerbations, non-COPD hospitalizations, and GP interactions, and did not specify patients prescribed a specific treatment.14

The cumulative probability of escalation to triple therapy increased steadily over time, as did the cumulative risk of experiencing a first on-treatment moderate-to-severe AECOPD, which is consistent with the exacerbation rate remaining constant throughout the 12-month follow-up period. Clinical outcomes and treatment adherence were generally similar across indexed therapies, except for IND/GLY consistently having the numerically highest cumulative hazard rate of a first on-treatment COPD-related moderate-to-severe AECOPD among non-triple therapy users.

Less than 50% of non-triple therapy users were classified as adherent (PDC ≥80%) to indexed therapy 6 months following index date, consistent with the median time to discontinuation, which ranged from 3.5 to 5.4 months. However, the rate of discontinuation decreased over time, suggesting that while most patients discontinued treatment within the first 6 months after a first prescription of LAMA/LABA dual therapy, those that were still taking a LAMA/LABA were likely to remain on treatment in the longer term. In general, patients taking ACL/FOR pre-index appeared to have poorer adherence from 6 months and had a shorter median time to discontinuation than those indexed on alternative LAMA/LABAs. Although the reasons for this and its clinical importance cannot be determined here, this finding is consistent with previous studies suggesting that ACL/FOR has the lowest adherence of the four treatments in real-world studies, including patients from the UK, which may be related to differences in the devices used to deliver treatment.15,16 Factors influencing adherence to ACL/FOR may include a lack of confidence in correctly administering the full dose with this inhaler, which may result in overdosing,16 and the requirement for two doses per day.15 Long-term adherence to treatment has important implications for healthcare usage and associated costs,17–19 so while our findings show that almost half of the patients in this study are able to comply with maintenance therapy, there is scope for improved patient management to optimize lung function and quality of life, and reduce the burden to the healthcare system. Increased personalization of treatment to ensure patients are receiving optimal treatment for symptom alleviation and minimal adverse effects could be one example of this.20,21 Close follow-up and assessment of COPD progression, as well as development of a self-management plan and ongoing continuous education are important measures that could be implemented to help improve patient adherence in primary care settings.

Limitations of this study include the use of medical records, which may not represent reliable assessments of prescription medication use. Prescription medications may not have been dispensed or consumed as prescribed, so patient adherence rates may have been overestimated. Prescription medications were recorded only in the primary care setting and thereby exclude COPD medications administered in hospital or other secondary care setting. However, as treatment would typically be continued in primary care, misclassification of dual therapy use is unlikely. We also cannot be sure that medications were prescribed specifically for the treatment of COPD rather than comorbid asthma, although the requirement of a COPD diagnosis for study inclusion is an accepted approach to identify patients with COPD22 and ensured this study focused on medications for treating COPD. Finally, direct healthcare costs are likely to have been underestimated because of local differences in prices.

Despite these limitations, this study based on medical records has several strengths and prescription records from medical databases are widely recognized as a useful source of data on medication use.23 In particular, use of the CPRD-Aurum database was a major strength of this study, as this database covered 10% of GP practices in England in September 2018,13 and is widely considered to be a large, highly representative cross-section of the whole population of England. Our sample can therefore be considered an accurate representation of the nationwide situation at the time the data were collected (between 1st June 2015 and 31st December 2019) and the findings may be generalizable. The follow-up period did not extend beyond the 31st December 2019 to exclude the COVID-19 pandemic and avoid any changes to the data expected due to that period. Some caveats should be noted; for example, privately insured patients were not included in this study as they are not covered by the CPRD-Aurum database; however, the data from the database include patients registered with a primary GP and under the NHS, which is 98% of the UK population.24 Exclusion of patients with other respiratory conditions also affected generalizability, as many patients with COPD suffer from comorbid respiratory conditions25 that may affect prognosis. For example, previous research has shown a 6.1% prevalence of pulmonary fibrosis in patients with COPD, which is significantly associated with increased mortality risk.26 Despite the acknowledged limitations, electronic medical records have several advantages over other adherence measures, which often rely on patient recall; in particular, they are less prone to error without any patient-related biases,27 and represent an observation of effects in the real-world rather than under optimal conditions.28

Conclusion

This study found that patients initiating a single-inhaler LAMA/LABA in primary care in England are unlikely to switch treatments in the first few months, but some may discontinue respiratory medication over time. Aside from numerically higher inpatient costs for the TIO/OLO treatment at >3 to ≤6 months, minimal differences were observed between the four dual therapies on measures of burden on healthcare resources in the year after initiation. Clinical outcomes and treatment patterns were broadly similar across treatments, with the only notable exception being IND/GLY’s consistently numerically higher cumulative hazard rate of a first on-treatment COPD-related moderate-to-severe AECOPD.

Abbreviations

A&E, accident and emergency; ACL, aclidinium; AECOPD, acute exacerbation of COPD; BDP, beclomethasone; BUD, budesonide; CAT, COPD Assessment Test; COPD, chronic obstructive pulmonary disease; CPRD-Aurum, Clinical Practice Research Datalink; FEV1, forced expiratory volume in 1 second; FOR, formoterol fumarate; FP, fluticasone propionate; GLY, glycopyrronium; GOLD, Global Initiative for Chronic Obstructive Lung Disease; GP, general practitioner; HCRU, healthcare resource utilization; HES, Hospital Episode Statistics; ICS, inhaled corticosteroid; IMT, initial maintenance therapy; IND, indacaterol; LABA, long-acting β2-agonist; LAMA, long-acting muscarinic antagonist; mMRC, modified British Medical Research Council; NICE, National Institute for Health Care and Excellence; OLO, olodaterol; PDC, proportion of days covered; SABA, short-acting β2-agonist; SABD, short-acting bronchodilator; SAL, salmeterol; SAMA, short-acting muscarinic antagonist; TIO, tiotropium bromide; UMEC, umeclidinium; VI, vilanterol.

Data Sharing Statement

This study is based in part on data from the CPRD obtained under licence from the UK Medicines and Healthcare products Regulatory Agency. The data are provided by patients and collected by the NHS as part of their care and support. The interpretation and conclusions contained in this study are those of the author/s alone.

Data from HES Copyright © (2022), re-used with the permission of The Health & Social Care Information Centre. All rights reserved. Authors had access to the study data for the purposes of this work only. Data were accessed through an existing GSK license to address pre-specified research questions only. Therefore, the data cannot be broadly disclosed or made publicly available at this time. Access to each database can be requested via the respective websites.

Ethics Approval and Informed Consent

Approval of this study was provided by the GSK Protocol Review Committee and by the Independent Scientific Advisory Committee (ISAC), which reviewed the protocol and approved access to CPRD data (ISAC study no. 20_000145). No personal subject contact or primary collection of individual human data occurred, and anonymized patient-level data were used in this analysis; patient consent was therefore not required.

This study complied with all applicable laws regarding subject privacy. No direct subject contact or primary collection of individual human subject data occurred. Personal identifiers, and personal identifiable information was removed by the database provider prior to receipt by the study team. Study results are in tabular form and aggregate analyses that omits subject identification, therefore informed consent, ethics committee or institutional review board (IRB) approval were not required. This study was designed, implemented, and reported in accordance with the Guidelines for Good Pharmacoepidemiology Practices (GPP) of the International Society for Pharmacoepidemiology (ISPE 2008), the STROBE (Strengthening the Reporting of Observational Studies in Epidemiology) guidelines, and with the ethical principles laid down in the Declaration of Helsinki.

Acknowledgments

Editorial support in the form of writing assistance including preparation of the draft manuscript under the direction and guidance of the authors, collating and incorporating authors’ comments for each draft, assembling tables and figures, grammatical editing and referencing) was provided by Maria Guillermina Casabona, PhD, and Christopher Heath, PhD, at Fishawack Indicia Ltd, UK, part of Fishawack Health, and was funded by GSK. Two abstracts based on this study were previously presented as poster presentations at the ERS 2021 congress and at the Virtual ISPOR Europe 2021 congress.

Author Contributions

All authors made a significant contribution to the work reported, whether that is in the conception, study design, execution, acquisition of data, analysis and interpretation, or in all these areas; took part in drafting, revising or critically reviewing the article; gave final approval of the version to be published; have agreed on the journal to which the article has been submitted; and agree to be accountable for all aspects of the work.

Funding

This study/analysis was funded by GSK (GSK study: 214731). GSK-affiliated authors had a role in study design, data analysis, data interpretation, and writing of the report and GSK funded the article processing charges and open access fee.

Disclosure

AC, GR, CC, and ASI are employees of GSK and hold stock and shares at GSK. ASI is also a part-time member of the McMaster university faculty. TT, RWo and RWi are employees of Adelphi Real World, which received funding from GSK to conduct the study, but not for manuscript development. VB was an employee of Adelphi Real World at the time of the study, and is currently an employee of Bayer AG UK, and holds stock and shares in Bayer AG UK. Adelphi Real World is a business that provides consulting and other research services to pharmaceutical, device, government, and non-government organizations. Adelphi Real World employees work with a variety of companies and organizations and are expressly prohibited from receiving any payment or honoraria directly from these organizations for services rendered. The authors report no other conflicts of interest in this work.

References

1. Guarascio AJ, Ray SM, Finch CK, Self TH. The clinical and economic burden of chronic obstructive pulmonary disease in the USA. Clinicoecon Outcomes Res. 2013;5:235.

2. Zhang Y, Morgan RL, Alonso-Coello P, et al. A systematic review of how patients value COPD outcomes. Eur Respir J. 2018;52:1. doi:10.1183/13993003.00222-2018

3. Bateman ED, Chapman KR, Singh D, et al. Aclidinium bromide and formoterol fumarate as a fixed-dose combination in COPD: pooled analysis of symptoms and exacerbations from two six-month, multicentre, randomised studies (ACLIFORM and AUGMENT). Respir Res. 2015;16:92. doi:10.1186/s12931-015-0250-2

4. McLean S, Hoogendoorn M, Hoogenveen RT, et al. Projecting the COPD population and costs in England and Scotland: 2011 to 2030. Sci Rep. 2016;6(1):31893. doi:10.1038/srep31893

5. Global Initiative for Chronic Obstructive Lung Disease. Global strategy for prevention, diagnosis and management of COPD; 2022. Available from: https://goldcopd.org/wp-content/uploads/2021/12/GOLD-REPORT-2022-v1.1-22Nov2021_WMV.pdf. Accessed February23, 2022 2023.

6. Zafari ZLS, Eakin MN, Bellanger M, Reed RM. Projecting long-term health and economic burden of COPD in the United States. CHEST. 2021;159(4):1400–1410. doi:10.1016/j.chest.2020.09.255

7. National Institute for Health and Care Excellence. Chronic obstructive pulmonary disease in over 16s: diagnosis and management; 2018. Available from: https://www.nice.org.uk/guidance/ng115. Accessed October26, 2021.

8. British Lung Foundation. Chronic obstructive pulmonary disease (COPD) statistics; 2021. Available from: https://statistics.blf.org.uk/copd. Accessed December26, 2021.

9. Buhl R, Maltais F, Abrahams R, et al. Tiotropium and olodaterol fixed-dose combination versus mono-components in COPD (GOLD 2–4). Eur Respir J. 2015;45(4):969–979. doi:10.1183/09031936.00136014

10. Wedzicha JA, Decramer M, Ficker JH, et al. Analysis of chronic obstructive pulmonary disease exacerbations with the dual bronchodilator QVA149 compared with glycopyrronium and tiotropium (SPARK): a randomised, double-blind, parallel-group study. Lancet Respir Med. 2013;1(3):199–209. doi:10.1016/S2213-2600(13)70052-3

11. Maltais F, Bjermer L, Kerwin EM, et al. Efficacy of umeclidinium/vilanterol versus umeclidinium and salmeterol monotherapies in symptomatic patients with COPD not receiving inhaled corticosteroids: the EMAX randomised trial. Respir Res. 2019;20(1):238. doi:10.1186/s12931-019-1193-9

12. Requena G, Banks V, Czira A, et al. Characterization of patients with chronic obstructive pulmonary disease initiating single-inhaler long-acting muscarinic antagonist/long-acting β2-agonist dual therapy in a primary care setting in England. Int J Chron Obstruct Pulmon Dis. 2022;17:1781–1795. doi:10.2147/COPD.S365480

13. Wolf A, Dedman D, Campbell J, et al. Data resource profile: clinical practice research datalink (CPRD) aurum. Int J Epidemiol. 2019;48(6):1740–1740. doi:10.1093/ije/dyz034

14. Punekar YS, Shukla A, Mullerova H. COPD management costs according to the frequency of COPD exacerbations in UK primary care. Int J Chron Obstruct Pulmon Dis. 2014;9:65–73. doi:10.2147/COPD.S54417

15. Sposato B, Petrucci E, Serafini A, et al. Which LABA/LAMA should be chosen in COPD patients in real life? Pulm Pharmacol Ther. 2021;71:102076. doi:10.1016/j.pupt.2021.102076

16. Price D, Keininger DL, Viswanad B, Gasser M, Walda S, Gutzwiller FS. Factors associated with appropriate inhaler use in patients with COPD–lessons from the REAL survey. Int J Chron Obstruct Pulmon Dis. 2018;13:695. doi:10.2147/COPD.S149404

17. Toy EL, Beaulieu NU, McHale JM, et al. Treatment of COPD: relationships between daily dosing frequency, adherence, resource use, and costs. Respir Med. 2011;105(3):435–441. doi:10.1016/j.rmed.2010.09.006

18. Mäkelä MJ, Backer V, Hedegaard M, Larsson K. Adherence to inhaled therapies, health outcomes and costs in patients with asthma and COPD. Respir Med. 2013;107(10):1481–1490. doi:10.1016/j.rmed.2013.04.005

19. Vestbo J, Anderson JA, Calverley PM, et al. Adherence to inhaled therapy, mortality and hospital admission in COPD. Thorax. 2009;64(11):939–943. doi:10.1136/thx.2009.113662

20. Calzetta L, Matera MG, Braido F, et al. Withdrawal of inhaled corticosteroids in COPD: a meta-analysis. Pulm Pharmacol Ther. 2017;45:148–158. doi:10.1016/j.pupt.2017.06.002

21. Cazzola M, Calzetta L, Rogliani P, Matera MG. The challenges of precision medicine in COPD. Mol Diagn Ther. 2017;21(4):345–355. doi:10.1007/s40291-017-0266-z

22. Quint JK, Müllerova H, DiSantostefano RL, et al. Validation of chronic obstructive pulmonary disease recording in the clinical practice research datalink (CPRD-GOLD). BMJ Open. 2014;4(7):e005540. doi:10.1136/bmjopen-2014-005540

23. Haukka J, Suvisaari J, Tuulio-Henriksson A, Lönnqvist J. High concordance between self-reported medication and official prescription database information. Eur J Clin Pharmacol. 2007;63(11):1069–1074. doi:10.1007/s00228-007-0349-6

24. Herrett E, Gallagher AM, Bhaskaran K, et al. Data resource profile: clinical practice research datalink (CPRD). Int J Epidemiol. 2015;44(3):827–836. doi:10.1093/ije/dyv098

25. Agusti A, Calverley P, Celli B, et al. Characterisation of COPD heterogeneity in the ECLIPSE cohort. Respir Res. 2010;11(1):1–14. doi:10.1186/1465-9921-11-122

26. Divo M, Cote C, de Torres JP, et al. Comorbidities and risk of mortality in patients with chronic obstructive pulmonary disease. Am J Respir Crit Care Med. 2012;186(2):155–161. doi:10.1164/rccm.201201-0034OC

27. Basu S, Garg S, Sharma N, Singh MM. Improving the assessment of medication adherence: challenges and considerations with a focus on low-resource settings. Ci Ji Yi Xue Za Zhi. 2019;31(2):73. doi:10.4103/tcmj.tcmj_177_18

28. Schneeweiss S, Avorn J. A review of uses of health care utilization databases for epidemiologic research on therapeutics. J Clin Epidemiol. 2005;58(4):323–337. doi:10.1016/j.jclinepi.2004.10.012

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