| Literature DB >> 27031588 |
Terry Porteous1, Mandy Ryan2, Christine Bond3, Margaret Watson1, Verity Watson2.
Abstract
BACKGROUND: Demand for health services continues to rise. Greater use of community pharmacy services instead of medical services for minor ailments could help relieve pressure on healthcare providers in high-cost settings. Community pharmacies are recognised sources of treatment and advice for people wishing to manage these ailments. However, increasing the public's use of pharmacy services may depend on attributes of pharmacies and their staff. This study aimed to determine the general public's relative preferences for community pharmacy attributes using a discrete choice experiment (DCE).Entities:
Mesh:
Year: 2016 PMID: 27031588 PMCID: PMC4816534 DOI: 10.1371/journal.pone.0152257
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Attributes and levels.
| ATTRIBUTES | LEVELS |
|---|---|
| Pharmacy location | • At the local shops |
| • In a shopping centre | |
| • In a supermarket | |
| • Beside a doctor's surgery | |
| Car parking availability | • Definitely (yes) |
| • Probably | |
| • Unlikely | |
| • No | |
| Who you are served by | • A pharmacist |
| • A trained medicine counter assistant | |
| • An untrained medicine counter assistant | |
| Attitude of staff | • Friendly and approachable |
| • Not friendly and approachable | |
| Questions asked by pharmacy staff about symptoms and/or general health | • Yes |
| • No | |
| Understanding of symptoms and how to manage them after speaking to pharmacy staff | • You understand your symptoms better and feel like you know the best thing to do to manage them |
| • You don't understand your symptoms better and don't feel like you know the best thing to do to manage them | |
| Waiting time until you can deal with symptoms | • 5 hours |
| • 12 hours | |
| • 1 day | |
| • 2 days | |
| Cost (UK £) | • £2.50 |
| • £7.50 | |
| • £15.00 | |
| • £25.00 |
Symptom scenario.
| Please imagine this situation: |
|---|
| • You have a headache and a fever, your bones are aching, you have a sore throat and your nose feels slightly blocked up. You are still able to do all the things you usually do but are more tired than usual. The symptoms started to appear four days ago and were slightly worse when you woke up this morning. |
| • A doctor’s appointment is not available for 7 days and you don’t have any of the medicines you might need at home. |
Example of a choice question.
Please compare the pharmacies and tick which pharmacy, if any, you would visit.
| Pharmacy A | Pharmacy B | Do nothing | |
|---|---|---|---|
| Pharmacy location | In a supermarket | Beside Dr surgery | You go nowhere |
| Find a car park space nearby | Definitely | No | |
| Waiting time until you can deal with symptoms | 5 hours | 1 day | No wait |
| You are served by | A | Pharmacist | You don’t speak to anyone |
| Who is | Friendly and approachable | Not friendly and approachable | |
| Asks questions about your symptoms and general health | Yes | No | |
| After speaking with pharmacy staff | You | You | No different |
| Cost | £7.50 | £15.00 | £0 |
Please tick one box
Respondent characteristics (N = 1049) compared to UK population.
| Gender | Male | 49.1 | 515 | 49.2 | p = 0.805 |
| Female | 50.9 | 534 | 50.8 | ||
| Age band | 18–29 | 18.7 | 195 | 20.3 | p = 0.073 |
| 30–44 | 25.6 | 266 | 25.3 | (of those | |
| 45–59 | 23.2 | 242 | 25.3 | responding) | |
| 60–74 | 22.0 | 229 | 19.0 | ||
| 75 and over | 10.5 | 109 | 10.1 | ||
| Missing | - | (8) | - | ||
| General | Very good | 30.5 | 320 | 47.2 | p < 0.001 |
| health | Good | 41.4 | 434 | 33.9 | |
| Status | Fair | 21.0 | 220 | 13.3 | |
| Bad | 5.8 | 61 | 4.4 | ||
| Very bad | 1.3 | 14 | 1.3 | ||
| Annual | Up to £5,199 per year | 7.6 | 52 | 2.0 | p <0.001 |
| Income | £5,200 to £10,399 per year | 16.3 | 111 | 6.9 | (of those |
| £10,400 to £15,599 per year | 15.8 | 108 | 12.9 | responding) | |
| £15,600 to £20,799 per year | 12.0 | 82 | 12.9 | ||
| £20,800 to £25,999 per year | 15.1 | 103 | 10.9 | ||
| £26,000 to £31,199 per year | 7.9 | 54 | 8.9 | ||
| £31,200 to £36,399 per year | 7.9 | 54 | 7.9 | ||
| £36,400 to £51,999 per year | 10.4 | 71 | 15.8 | ||
| £52,000 and above per year | 14.6 | 100 | 21.8 | ||
| Prefer not to say | - | (314) | - | ||
| UK Region | North East England | 5.0 | 52 | 4.1 | p = 0.158 |
| North West England | 11.5 | 121 | 11.1 | ||
| Yorkshire/Humberside | 7.1 | 75 | 8.3 | ||
| West Midlands | 7.3 | 77 | 8.9 | ||
| East Midlands | 6.9 | 72 | 7.2 | ||
| East of England | 10.3 | 108 | 9.3 | ||
| South West England | 9.8 | 103 | 8.4 | ||
| South East England | 11.7 | 123 | 13.7 | ||
| London | 13.1 | 137 | 13.1 | ||
| Wales | 4.6 | 48 | 4.8 | ||
| Scotland | 9.3 | 98 | 8.3 | ||
| Northern Ireland | 3.3 | 35 | 2.9 | ||
| Usual source | Pharmacy/chemist shop | 47.1 | 494 | ||
| of OTC | Supermarket | 42.1 | 442 | ||
| medicines | Other | 8.4 | 88 | ||
| Never use OTCs | 2.4 | 25 | |||
| Visits to a | 0 | 9.4 | 99 | ||
| pharmacy in | 1–5 | 48.4 | 508 | ||
| past 6-months | 6–10 | 28.7 | 301 | ||
| 11–15 | 7.7 | 81 | |||
| More than 15 | 5.7 | 60 | |||
| Main reason for | Prescription dispensing | 75.3 | 789 | ||
| pharmacy visits | Buying OTC medicines | 16.2 | 170 | ||
| Other | 5.4 | 58 | |||
| Never visit pharmacies | 3.1 | 32 | |||
Data from 2011 Census
2. Binomial test
3 Chi square test
4 Data from Dept. for Work & Pensions “Family Resources Survey 2012 to 2013”
5 OTC stands for over the counter
6 No national data available for comparison
Results from regression analysis of Discrete Choice Experiment data and marginal willingness to pay.
| Variable | Regression coefficient (β) | P value | Willingness to pay (95% CI |
|---|---|---|---|
| Alternative specific constant | 2.288 | <0.001 | £38.31 (33.04, 43.58) |
| Local shops | 0.119 | 0.001 | £2.00 (0.81, 3.20) |
| In a shopping centre | -0.171 | <0.001 | -£2.86 (-3.84, -1.88) |
| In a supermarket | -0.080 | 0.009 | -£1.34 (-2.33, -0.35) |
| Beside a Dr’s surgery | 0.131 | <0.001 | £2.20 (1.18 3.21) |
| Definitely | 0.147 | <0.001 | £2.47 (1.24, 3.70) |
| Probably | 0.020 | 0.527 | £0.33 (-0.70, 1.36) |
| Unlikely | -0.078 | 0.012 | -£1.31 (-2.33, -0.29) |
| No | -0.089 | 0.003 | -£1.49 (-2.45, -0.53) |
| Pharmacist | 0.157 | <0.001 | £2.63 (1.72, 3.53) |
| A trained medicine counter assistant | 0.192 | <0.001 | £3.22 (2.38, 4.06) |
| An untrained medicine counter assistant | -0.349 | <0.001 | -£5.84 (-6.69, -5.00) |
| Not friendly & approachable | -0.202 | <0.001 | -£3.38 (-3.92, -2.85) |
| Friendly & approachable | 0.202 | <0.001 | £3.38 (2.85, 3.92) |
| No | -0.090 | <0.001 | -£1.52 (-2.02, -1.02) |
| Yes | 0.090 | <0.001 | £1.52 (1.02, 2.02) |
| No better understanding | -0.375 | <0.001 | -£6.28 (-6.90, -5.66) |
| Better understanding | 0.375 | <0.001 | £6.28 (5.66, 6.90) |
| -0.014 | <0.001 | -£0.23 per hour (-£0.27, -£0.19) | |
| -0.081 | <0.001 | ||
| 3.892 | <0.001 | ||
| 1049 | |||
| 25176 | |||
| -3542.479 | |||
| 13114.96 |
a 95% confidence intervals are calculated using the delta method
b The coefficient for the constant is used to estimate the preference for doing something to manage symptoms (rather than doing nothing)
c The coefficients for the base cases of the effects coded categorical variables are calculated as the negative of the sum of the coefficients for the other levels. The standard errors are the mean of the other standard errors. The p-values are calculated from the derived coefficients and standard errors
Utility scores, willingness-to-pay and probability of uptake for ‘best pharmacy’, ‘worst pharmacy’ and ‘do nothing’ alternatives.
| Best pharmacy | Worst pharmacy | Do nothing | |
|---|---|---|---|
| Pharmacy location | Local shops | Shopping centre | You go nowhere |
| Find a car park space nearby | Definitely | No | |
| Waiting time until you can deal with symptoms | 5 hours | 2 days | No wait |
| You are served by | Pharmacist | Untrained medicine counter assistant | You don’t speak to a health professional |
| Who is | Friendly and approachable | Not friendly and approachable | |
| Asks questions about your symptoms/general health | Yes | No | |
| After speaking with pharmacy staff | You understand your symptoms better and you feel like you know the best thing to do to manage them | You don’t understand your symptoms any better and you don’t feel like you know the best thing to do to manage them | No different |
| Cost | £2.50 | £25.00 | £0 |