| Literature DB >> 35898923 |
Simon Fifer1, Brittany Keen1, Richard Newton2, Andrea Puig3, Marija McGeachie4.
Abstract
Purpose: To examine the treatment and long-term outcome preferences for people living with schizophrenia. Patients andEntities:
Keywords: discrete choice experiment; patient preference; patient value mapping; schizophrenia; shared decision-making; treatment goals
Year: 2022 PMID: 35898923 PMCID: PMC9309312 DOI: 10.2147/PPA.S366522
Source DB: PubMed Journal: Patient Prefer Adherence ISSN: 1177-889X Impact factor: 2.314
DCE Attributes and Levels
| Attributes | Description | Option A | Option B | |
|---|---|---|---|---|
| Oral Medication (Administered at Home) | Injectable Medication (Administered at a Community Mental Health Facility/GP) | |||
| How often the treatment is administered | Twice a day | |||
| Once a day | ||||
| Once every 14 days | ||||
| Once a month | ||||
| Once every 2 months | ||||
| Once every 3 months | ||||
| Once every 6 months | ||||
| Risk of being admitted to hospital if symptoms return | None | |||
| Decrease (x times in 2 years) | Decrease (x times in 2 years) | |||
| Same (x times in 2 years) | Same (x times in 2 years) | |||
| Increase (x times in 2 year) | ||||
| Whether there is any swelling, redness or pain around the skin where the treatment was administered | Moderate | |||
| Mild | ||||
| None | ||||
| Whether the medication is effective in improving symptoms such as hearing voices, seeing things that are not real | Not hearing voices or not bothered by voices, feeling well | Not hearing voices, and feeling well | ||
| Occasionally hearing voices, feeling unwell every once in a while | Occasionally hearing voices and feeling unwell every once in a while | |||
| Hearing voices frequently, not feeling well, unable to trust people | Hearing voices frequently, not feeling well, unable to trust people | |||
| Whether the medication is effective in improving symptoms such as lack of emotions, inability to communicate, preference for being alone and no interest in work or study | Able to and desire to communicate with friends and/or support network | Able to and desire to communicate with friends and/or support network | ||
| Some difficulty communicating with friends and/or support network | Some difficulty communicating with friends and/or support network | |||
| Great difficulty communicating with friends and/or support network | Great difficulty communicating with friends and/or support network | |||
| Whether the medication is effective in improving the ability to connect with friends and/or support network | No difficulty maintaining a relationship with friends and/or support network, desire to socialise | No difficulty maintaining a relationship with friends and/or support network, desire to socialise | ||
| Some difficulty maintaining a relationship with friends and/or support network, some desire to socialise | Some difficulty maintaining a relationship with friends and/or support network, some desire to socialise | |||
| Great difficulty maintaining a relationship with friends and/or support network, no desire to socialise | Great difficulty maintaining a relationship with friends and/or support network, no desire to socialise | |||
| Side effects that may or may not interfere with daily activities | Occasionally feeling hungry and some weight gain at start of treatment (2–5 kg) | Occasionally feeling hungry and some weight gain at start of treatment (2–5 kg) | ||
| Often feeling hungry and considerable weight gain at start of treatment (5–10 kg) | Often feeling hungry and considerable weight gain at start of treatment (5–10 kg) | |||
| Feeling hungry all the time and a high amount of weight gain at the start of treatment (15 kg or more) | Feeling hungry all the time and a high amount of weight gain at the start of treatment (15 kg or more) | |||
| No problems with pacing/being able to sit still | No problems with pacing/being able to sit still | |||
| Some problems with pacing/being able to sit still | Some problems with pacing/being able to sit still | |||
| Constant crossing/uncrossing of legs, rapid alteration between standing and sitting, jitteriness | Constant crossing/uncrossing of legs, rapid alteration between standing and sitting, jitteriness | |||
| No change in amount of energy | No change in amount of energy | |||
| Feels slowed down, like a “zombie” | Feels slowed down, like a “zombie” | |||
| No problems with erections/no breast enlargement (men), normal periods (women) | No problems with erections/no breast enlargement (men), normal periods (women) | |||
| Problems getting and maintaining erections/breast enlargement (men), irregular periods (women) | Problems getting and maintaining erections/breast enlargement (men), irregular periods (women) | |||
Notes: *Please see for detail on how Risk of Hospital Admission levels were presented to participants.
Demographic Characteristics of Participants
| Demographic Characteristic (n = 66) | n | % | |
|---|---|---|---|
| Male | 36 | 54.55% | |
| Female | 30 | 45.45% | |
| 18–30 | 5 | 7.58% | |
| 31–40 | 15 | 22.73% | |
| 41–50 | 22 | 33.33% | |
| 51–60 | 13 | 19.70% | |
| 61–70 | 11 | 16.67% | |
| Year 11 or below | 11 | 16.67% | |
| Year 12 | 5 | 7.58% | |
| Certificate III/IV | 21 | 31.82% | |
| Bachelor’s Degree | 14 | 21.21% | |
| Postgraduate qualification | 15 | 22.73% | |
| Not employed | 29 | 43.94% | |
| Employed full time | 12 | 18.18% | |
| Employed part time/casual | 11 | 16.67% | |
| Other | 14 | 21.23% | |
| Single person | 28 | 42.42% | |
| Couple family with children | 10 | 15.15% | |
| Couple with no children | 9 | 13.64% | |
| Group household (ie shared) | 7 | 10.61% | |
| One parent family | 5 | 7.58% | |
| Other | 7 | 10.61% | |
| Rented house/flat | 36 | 54.55% | |
| Own house/flat | 16 | 24.24% | |
| Parents’/family house | 9 | 13.64% | |
| Other | 5 | 7.59% | |
| $1-$25,999 (ie $1-$499 a week) | 22 | 33.34% | |
| $26,000-$51,999 (ie $500-$999 a week) | 21 | 31.82% | |
| $52,000-$72,799 (ie $1000-$1399 a week) | 6 | 9.10% | |
| $72,800-$103,999 (ie $1400-$1999 a week) | 3 | 4.55% | |
| ≥$104,000 (≥ $2000 a week) | 8 | 12.13% | |
| Prefer not to answer | 6 | 9.09% | |
DCE Parameter Estimate
| Recent Hospitalisation | No Recent Hospitalisation | |||||||||
| Random Parameters | Coefficient | SE | T-ratio | P valueƚ | Coefficient | SE | T-ratio | P valueƚ | Explanation | |
| Effectiveness on hearing voices | Not hearing voices | 0.370 | 0.080 | 4.590 | <0.001 | 0.370 | 0.080 | 4.590 | <0.001 | Not hearing voices preferred over occasionally/frequently hearing voices |
| (RC: Occasionally/frequently hearing voices) | ||||||||||
| Effectiveness on inability to communicate with friends/support network | No difficulty | 0.174 | 0.069 | 2.540 | 0.011 | 0.174 | 0.069 | 2.540 | 0.011 | No difficulty communicating with friends/support network preferred over some/great difficulty |
| (RC: Some/great difficulty) | ||||||||||
| Impact on sexual health | No problems | 0.188 | 0.070 | 2.690 | 0.007 | 0.188 | 0.070 | 2.690 | 0.007 | No problems with sexual health preferred over problems with erections/breast enlargement for men or irregular periods for women |
| (RC: Problems with erections/breast enlargement (M); irregular periods (F)) | ||||||||||
| Impact on restlessness | No problems | 0.146 | 0.074 | 1.970 | 0.049 | 0.146 | 0.074 | 1.970 | 0.049 | No problems with restlessness preferred over some/constant problems with pacing and being able to sit still |
| (RC: Some/constant problems with pacing and being able to sit still) | ||||||||||
| Non-random parameters | Coefficient | SE | T-ratio | P valueƚ | Coefficient | SE | T-ratio | P valueƚ | ||
| Alternative-specific constants | Oral | 2.340 | 0.726 | 3.220 | 0.001 | -0.311 | 0.191 | -1.630 | 0.103 | Holding all else equal: Oral most preferred for recent hospitalisation, SQ most preferred for no recent hospitalisation |
| Injection | 1.809 | 0.727 | 2.490 | 0.013 | -0.870 | 0.199 | -4.360 | <0.001 | ||
| (RC: Status quo) | ||||||||||
| Risk of hospital admission (oral only) | Increased risk | -0.232 | 0.186 | -1.250 | 0.212 | 0 | - | - | Decreased risk in hospital admission preferred over same or increased risk for oral treatments in recent hospitalisation group | |
| Decreased risk | 0.340 | 0.187 | 1.820 | 0.069 | 0 | - | - | |||
| (RC: Same risk) | ||||||||||
| Non-random parameters | Coefficient | SE | T-ratio | P valueƚ | Coefficient | SE | T-ratio | P valueƚ | ||
| Time since diagnosis | Diagnosed within the last 10 years | -2.008 | 0.367 | -5.470 | <0.001 | -1.001 | 0.310 | -3.220 | 0.001 | Patients diagnosed over 10 years ago more likely to choose SQ than those diagnosed within last 10 years |
| (RC: Diagnosed more than 10 years ago) | ||||||||||
| Current age | 41+ years | 1.364 | 0.376 | 3.630 | <0.001 | -0.905 | 0.236 | -3.830 | <0.001 | Patients aged over 40 years more likely to choose SQ than those aged 18-40 years for recent hospitalisation, while opposite true for no recent hospitalisation |
| (RC: 18 40 years) | ||||||||||
| Quality-of-life | Q-LES-Q-SF score | 2.246 | 0.920 | 2.440 | 0.015 | 0 | - | - | Patients with higher QoL more likely to choose SQ than those with lower QoL for recent hospitalisation | |
Figure 1(A) Attribute importance for those hospitalised in the past two year. (B) Attribute importance for those not hospitalised in the past 2 years.
Figure 2Best-Worst Scaling scores for long-term treatment outcomes.