| Literature DB >> 32256060 |
Hannah B Lewis1, Melanie Schroeder2, Necdet B Gunsoy3, Ellen M Janssen4, Samuel Llewellyn5, Helen A Doll1, Paul W Jones6, Afisi S Ismaila7,8.
Abstract
Introduction: With increasing availability of different treatments for chronic obstructive pulmonary disease (COPD), we sought to understand patient preferences for COPD treatment in the UK, USA, and Germany using a discrete choice experiment (DCE).Entities:
Keywords: COPD; DCE; discrete choice experiment; stated-preference methods; symptomatic chronic obstructive pulmonary disease
Mesh:
Year: 2020 PMID: 32256060 PMCID: PMC7094150 DOI: 10.2147/COPD.S221980
Source DB: PubMed Journal: Int J Chron Obstruct Pulmon Dis ISSN: 1176-9106
Discrete Choice Experiment (DCE) Attributes and Levels
| Attribute | Level 1 | Level 2 | Level 3 |
|---|---|---|---|
| Ease of inhaler use | Likely to make no mistakes | Likely to make some mistakes | Likely to make a lot of mistakes |
| Number of exacerbations per year (efficacy) | Likely to experience no exacerbations (flare-ups) in the next year | Likely to experience one exacerbation (flare-up) in the next year | Likely to experience two exacerbations (flare-ups) in the next year |
| Number of times per day you need to take the medication | Once a day | Twice a day | Three times a day |
| Number of maintenance/preventer inhalers | One inhaler | Two different inhalers | Three different inhalers |
| Out-of-pocket costs (USA and Germany only) | No change in cost of medication | 5% decrease in cost of medicationa | 10% decrease in cost of medicationa |
| Likelihood of side effects | Likely to experience no side effects | Likely to experience some side effects | Likely to experience a lot of side effects |
Notes: aCost reduction relative to cost of current medication (USA and Germany only).
Abbreviations: DCE, discrete choice experiment; USA, United States of America.
Example Discrete Choice Experiment (DCE) Choice Set
| What Maintenance/Preventer Medication for COPD Would You Choose? Please Imagine You Can Choose Only One and These Were Your Only Options. | ||
|---|---|---|
| A | B | |
| Inhaler ease of use | Likely to make no mistakes | Likely to make a lot |
| Exacerbations (flare-ups) | Likely to experience one exacerbation (flare-up) in | Likely to experience two exacerbations (flare-ups) in the next year |
| Number of times per day you need to take medication | Once a day | Twice a day |
| Number of maintenance/ | Three different inhalers | Two different inhalers |
| Out-of-pocket cost per month | 5% decrease in cost | No change in |
| Side effects | Likely to experience | Likely to experience no side effects |
| Would You Prefer Your Choice (A or B) More Than Your Current COPD Maintenance Medication? | ||
| Yes | No | |
Notes: aCost reduction relative to cost of current medication (USA and Germany only).
Abbreviations: COPD, chronic obstructive pulmonary disease; DCE, discrete choice experiment.
Participant Characteristics
| Total | UK | USA | Germany | |
|---|---|---|---|---|
| Age, Years | ||||
| Median (IQR) | 64.0 (58.0–71.0) | 67.0 (59.0–71.0) | 66.0 (59.0–73.0) | 60.0 (55.0–65.0) |
| Sex, n (%) | ||||
| Male | 254 (56.4) | 88 (58.7) | 76 (50.7) | 90 (60.0) |
| Female | 196 (43.6) | 62 (41.3) | 74 (49.3) | 60 (40.0) |
| Smoking Status, n (%) | ||||
| Former | 260 (57.8) | 78 (52.0) | 106 (70.7) | 76 (50.7) |
| Current | 179 (39.8) | 69 (46.0) | 39 (26.0) | 71 (47.3) |
| Never | 11 (2.4) | 3 (2.0) | 5 (3.3) | 3 (2.0) |
| Time Since Diagnosis, Years | ||||
| Median (IQR) | 6.00 (3.0–10.0) | 5.00 (3.0–10.0) | 7.00 (4.0–11.0) | 5.00 (3.0–10.0) |
| mMRC Dyspnea Scale Score,a n (%) | ||||
| 0 | 28 (6.2) | 9 (6.0) | 15 (10.0) | 4 (2.7) |
| 1 | 177 (39.3) | 56 (37.3) | 65 (43.3) | 56 (37.3) |
| 2 | 156 (34.7) | 54 (36.0) | 48 (32.0) | 54 (36.0) |
| 3 | 71 (15.8) | 23 (15.3) | 18 (12.0) | 30 (20.0) |
| 4 | 18 (4.0) | 8 (5.3) | 4 (2.7) | 6 (4.0) |
| CAT Score | ||||
| Mean (SD) | 22.9 (7.2) | 23.3 (7.8) | 21.1 (6.9) | 24.2 (6.8) |
| Exacerbations in the Past Year, n (%) | ||||
| 0 | 157 (34.9) | 53 (35.3) | 54 (36.0) | 50 (33.3) |
| 1 | 107 (23.8) | 32 (21.3) | 34 (22.7) | 41 (27.3) |
| 2 | 105 (23.3) | 38 (25.3) | 31 (20.7) | 36 (24.0) |
| ≥3 | 81 (18.0) | 27 (18.0) | 31 (20.7) | 23 (15.3) |
Notes: aThe mMRC Dyspnea Scale is 0: no breathlessness except on strenuous exercise; 1: short of breath when hurrying on level ground or walking up a slight hill; 2: slower than people of the same age because of breathlessness, or need to stop for breath when walking at own pace; 3: stop for breath after walking about 100 yards or after a few minutes on level ground; 4: too breathless to leave the house or breathless when dressing.
Abbreviations: CAT, COPD Assessment Test; IQR, interquartile range; mMRC, modified Medical Research Council; SD, standard deviation; UK, United Kingdom; USA, United States of America.
Figure 1Drivers of choice in the discrete choice experiment (DCE).
Notes: A mixed logit model was used. aReference: a lot of mistakes; bPer one exacerbation decrease per year; cPer reduction of one in the number of times the medication needs to be taken; dPer reduction of one in the number of inhalers needed; ePer 5% decrease in out-of-pocket costs relative to current maintenance therapy cost (not applicable to the UK); fReference: a lot of side effects.
Abbreviations: CI, confidence interval; DCE, discrete choice experiment; OR, odds ratio; UK, United Kingdom; USA, United States of America.
Figure 2Marginal rate of substitution (MRS) for a reduction in cost relative to current maintenance therapy cost.
Notes: Cost analysis not applicable to the UK. Cost reduction relative to cost of current medication.
Abbreviations: MRS, marginal rate of substitution; UK, United Kingdom; USA, United States of America.
Figure 3Marginal rate of substitution (MRS) for a reduction in exacerbations.
Abbreviations: MRS, marginal rate of substitution; UK, United Kingdom; USA, United States of America.
Uptake Probability, Exacerbation Trade-Off and Willingness to Pay for a Switch from Two Inhalers Twice Daily to a Single Inhaler Once Daily
| Single Inhaler Once Daily vs Two Inhalers Twice Daily | |||
|---|---|---|---|
| UK (n=150) | USA (n=150) | Germany (n=150) | |
| Uptake probability,a % | 59 | 65 | 59 |
| Increase in the number of exacerbations during 1 year that would be accepted to switch to a single inhaler once daily | 0.46 | 1.29 | 0.39 |
| Willingness to pay to switch to a single inhaler once daily,b % cost increase | N/A | 15.9 | 9.2 |
Notes: aThe probability that a patient would choose a single inhaler once daily over the reference scenario of two inhalers twice daily; bRelative to current maintenance therapy cost (USA and Germany only).
Abbreviations: N/A, not applicable; UK, United Kingdom; USA, United States of America.