| Literature DB >> 27920507 |
Colette Mankowski1, Divine Ikenwilo2, Sebastian Heidenreich2, Mandy Ryan2, Jameel Nazir1, Cathy Newman1, Verity Watson2.
Abstract
OBJECTIVE: To explore and quantify men's preferences and willingness to pay (WTP) for attributes of medications for lower urinary tract symptoms associated with benign prostatic hyperplasia using a discrete choice experiment. SUBJECTS AND METHODS: Men in the UK aged ≥45 years with moderate-to-severe lower urinary tract symptoms/benign prostatic hyperplasia (based on self-reported International Prostate Symptom Score ≥8) were recruited. An online discrete choice experiment survey was administered. Eligible men were asked to consider different medication scenarios and select their preferred medication according to seven attributes: daytime and nighttime (nocturia) urinary frequency, urinary urgency, sexual and nonsexual side effects, number of tablets/day, and cost/month. A mixed-logit model was used to estimate preferences and WTP for medication attributes.Entities:
Keywords: benign prostatic hyperplasia; discrete choice experiment; erectile dysfunction; lower urinary tract symptoms; storage symptoms; urge incontinence
Year: 2016 PMID: 27920507 PMCID: PMC5125770 DOI: 10.2147/PPA.S112161
Source DB: PubMed Journal: Patient Prefer Adherence ISSN: 1177-889X Impact factor: 2.711
Attributes and levels in the DCE
| Attribute | Level |
|---|---|
| Daytime frequency of urination | Eight, ten, 12, or 14 times |
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| |
| Nighttime frequency of urination | One, two, three, or four times |
|
| |
| Urgency of urination – when you need to urinate you usually… | Have to rush to the toilet and leak before you get there (urge incontinence) |
|
| |
| Sexual side effects | No sexual side effects |
|
| |
| Nonsexual side effects | No nonsexual side effects |
|
| |
| Number of tablets | One or two tablets per day |
| Cost per month | £5, £10, £20, or £40 |
Notes:
Frequency attributes enter the statistical analysis as deviation from the no-treatment alternative;
base-case level;
includes prescription fees, travel, and absenteeism from work. Note that for urgency of urination, the extended text is what the men read in the survey, while the short labels in brackets are used in the paper for ease of reading.
Abbreviation: DCE, discrete choice experiment.
Figure 1Example DCE choice task.
Abbreviation: DCE, discrete choice experiment.
Baseline socioeconomic and disease characteristics
| Characteristic | Category | Data |
|---|---|---|
| Age, n (SD) | – | 62.32 (9.05) |
| Health, n | ||
| Day-to-day activities | Limited a lot | 32 (12.96%) |
| Limited a little | 94 (38.06%) | |
| No | 121 (48.99%) | |
| Suffer from any chronic illness | Yes | 142 (57.49%) |
| No | 105 (42.51%) | |
| Occupation, | Employed/self-employed | 99 (40.08%) |
| Unemployed | 21 (8.50%) | |
| Retired (receiving pension) | 114 (46.15%) | |
| Looking after home or family | 18 (7.29%) | |
| Long-term sick or disabled | 22 (8.91%) | |
| Other | 14 (5.67%) | |
| Annual income, n | ≤£10,399 | 27 (10.93%) |
| £10,400–£20,799 | 53 (21.46%) | |
| £20,800–£31,199 | 63 (25.51%) | |
| £31,200–£51,999 | 72 (29.15%) | |
| ≥£52,000 | 18 (7.29%) | |
| Prefer not to say | 14 (5.67%) | |
| Bothered by urinary symptoms, | Daytime frequency | 4.92 (SD, 2.49) |
| Nighttime frequency | 5.86 (SD, 2.50) | |
| Urgency | 5.73 (SD, 2.56) | |
| Severity of urinary symptoms, n | Moderate (IPSS 8–19) | 182 (73.68%) |
| Severe (IPSS 20–35) | 65 (26.32%) | |
| IPSS quality of life, n | Delighted | 4 (1.62%) |
| Pleased | 8 (3.24%) | |
| Mostly satisfied | 40 (16.19%) | |
| Mixed | 102 (41.30%) | |
| Mostly dissatisfied | 52 (21.05%) | |
| Unhappy | 31 (12.55%) | |
| Terrible | 10 (4.05%) | |
| Spoken to doctor, n | Yes | 112 (45.34%) |
| No | 134 (54.25%) | |
| Do not know/could not say | 1 (0.40%) | |
| Received medical treatment, n | Yes | 65 (26.32%) |
| No | 45 (18.22%) | |
| Do not know/could not say | 2 (0.01%) |
Notes:
Some men reported more than one occupation, therefore, percentages add to >100%;
based on a bothersome rating scale of 0–10 (plus an ‘I don’t know’ option).
Abbreviations: IPSS, International Prostate Symptom Score; SD, standard deviation.
Previous treatments for urinary symptoms (n=65)
| Drug | Frequency, | Relative frequency (%) |
|---|---|---|
| α1-blockers | ||
| Tamsulosin | 29 | 44.6 |
| Doxazosin | 6 | 9.2 |
| Alfuzosin | 4 | 6.2 |
| Terazosin | 2 | 3.1 |
| 5α-reductase inhibitor | ||
| Finasteride | 12 | 18.5 |
| Dutasteride | 2 | 3.1 |
| Antimuscarinic | ||
| Oxybutinin | 5 | 7.7 |
| Solifenacin | 3 | 4.6 |
| Tolterodine | 2 | 3.1 |
| Flavoxate | 2 | 3.1 |
| Darifenacin | 1 | 1.5 |
| Propiverine | 1 | 1.5 |
| Combination therapy | ||
| Tamsulosin plus dutasteride | 6 | 9.2 |
Note:
Ten men had received two previous treatments.
Mixed-logit regression coefficients, willingness-to-pay estimates, and standard deviations of significant coefficients
| Attribute | Regression coefficient ( | Standard deviation ( | WTP | 95% CI | ||
|---|---|---|---|---|---|---|
| Constant | −0.377 | 0.212 | 2.771 | <0.001 | NS | NS |
| Daytime frequency | 0.080 | 0.002 | 0.114 | <0.001 | £1.39 | £0.55 to £2.23 |
| Nighttime frequency | 0.384 | 0.000 | 0.847 | 0.001 | £6.65 | £4.36 to £8.94 |
| Urinary urgency | ||||||
| Severe urgency | −0.164 | 0.376 | 1.255 | <0.001 | NS | NS |
| Moderate urgency | 1.381 | 0.000 | 0.863 | <0.001 | £23.93 | £17.36 to £30.51 |
| Mild urgency | 1.462 | 0.000 | 0.518 | 0.054 | £25.33 | £19.00 to £31.67 |
| Sexual side effects | ||||||
| No fluid during ejaculation (dry orgasm) | −0.969 | 0.000 | 0.316 | 0.534 | −£16.76 | −£23.48 to −£10.11 |
| Decreased sexual desire | −1.135 | 0.000 | 0.926 | <0.001 | −£19.66 | −£26.63 to −£12.68 |
| Erectile dysfunction | −1.735 | 0.000 | 0.035 | <0.001 | −£30.07 | −£38.01 to −£22.13 |
| Nonsexual side effects | ||||||
| Dry mouth | −0.042 | 0.748 | 0.135 | 0.662 | NS | NS |
| Headaches | −0.939 | 0.000 | 0.785 | 0.002 | −£16.26 | −£22.00 to −£10.52 |
| Dizziness | −0.955 | 0.000 | 0.666 | 0.016 | −£16.54 | −£22.25 to −£10.83 |
| Number of tablets per day | 0.083 | 0.425 | Fixed coefficient | NS | NS | |
| Cost per month | −0.058 | 0.000 | Fixed coefficient | |||
| Log likelihood | −1,862.062 | |||||
| Akaike information criterion | 3,776.123 | |||||
| McFadden | 0.21 | |||||
| Adjusted McFadden | 0.20 | |||||
| N (observations) | 7,410 |
Notes:
P<0.05;
P<0.01;
coefficient is normally distributed;
coefficient is log-normally distributed.
Abbreviations: CI, confidence interval; NS, not significant; WTP, willingness to pay.