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Table 3 Subgroup analysis, by cohort

From: Adolescent and caregiver preferences for juvenile idiopathic arthritis treatment: a discrete-choice experiment

Subgroup set and sample size (n)

Summary of the results

US adolescents, N = 197

Agea

Preferences were not statistically different between younger and older adolescents in the study

  Younger than median age (n = 46)

  At or older than median age (n = 151)

  P value = 0.738

Gender

Gender was a significant driver of preferences. Improvement in symptom control was by far the most important attribute for respondents who did not identify as female, while respondents who identified as female generally placed similar importance on (1) symptom control; (2) time until the next flare-up; and (3) avoiding stomachaches, nausea, and vomiting. In addition, respondents who identified as female significantly disliked getting the treatment by IV infusion every month and preferred other modes and frequencies of administration; they also significantly preferred having no additional medicines

  Does not identify as female (n = 119)

  Identifies as female (n = 78)

  P value = 0.004

Experience with methotrexate

Experience with methotrexate was also a significant driver of preferences

  Has no experience with methotrexate (n = 124)

Improvement in symptom control was by far the most important attribute for respondents with methotrexate experience. Respondents without methotrexate experience placed similar importance on improvement in symptom control and avoiding stomachaches, nausea, and vomiting. Preferences for mode and for combination therapy were different across these 2 groups

  Has experience with methotrexate (n = 73)

  P value = 0.003

Experience with biologics

Preferences were not statistically different between adolescents with and without experience with biologics, although respondents with biologics experience placed more importance on improvement in symptom control, relatively to other attributes

  Has no experience with biologics (n = 59)

  Has experience with biologics (n = 138)

  P value = 0.307

Experience with injections

Preferences were not statistically different between adolescents with and without experience with injections, mainly due to the small sample size (and resulting wide confidence intervals). However, respondents with injection experience considered improvement in symptom control the most important attribute, which was not the case for respondents without injection experience

  Has no experience with injections (n = 43)

  Has experience with injections (n = 154)

  P value = 0.239

Experience with headaches

Headache experience was a significant driver of preference heterogeneity. Improvement in symptom control was the most important attribute for respondents with headache experience, while to respondents without headache experience, efficacy and adverse event attributes generally had similar importance

  Has no experience with headaches (n = 34)

  Has experience with headaches (n = 163)

  P value = 0.032

Experience with stomachaches

Experience with stomachache was a significant driver of preference heterogeneity as well. Improvement in symptom control was the most important attribute for respondents with stomachache experience, while respondents without stomachache experience generally considered (1) avoiding stomachaches, nausea, and vomiting and (2) time until next flare-up as most important. Respondents with no stomachache experience strongly disliked IV infusion compared to other modes of administration and preferred no additional medicine

  Has no experience with stomachaches (n = 22)

  Has experience with stomachaches (n = 175)

  P value = 0.024

Experience with vomiting

Preferences were not statistically different between adolescents with and without experience vomiting, although respondents with vomiting experience considered improvement in symptom control the most important attribute, while those without vomiting experience placed similar importance on efficacy and on avoiding stomachaches, nausea, and vomiting

  Has no experience with vomiting (n = 51)

  Has experience with vomiting (n = 146)

  P value = 0.513

US caregivers, N = 207

Child’s median ageb

Preferences were not systematically statistically different between caregivers with younger and older children, although respondents with children at median age or older preferred treatments that delayed the time until next flare-up

  Child is younger than median age (n = 100)

  Child is at or older than median age (n = 107)

  P value = 0.289

Child’s gender

Child’s gender was not a driver of preference heterogeneity overall; however, caregivers with a child who did not identify as female preferred no additional medicines, while caregivers with a child who identified as female preferred treatments that required additional medicines

  Child does not identify as female (n = 147)

  Child identifies as female (n = 60)

  P value = 0.870

Caregiver’s level of education

Although preferences between these 2 groups were not systematically different at the 95% level of confidence, improvement in symptom control was the most important attribute for caregivers with a 4-year degree or higher, while caregivers with less than a 4-year degree placed the most importance on increasing the time until the next flare-up. Confidence intervals were very large for this group

  Caregiver has less than a 4-year degree (n = 47)

  Caregiver has a 4-year degree or higher (n = 160)

  P value = 0.195

Caregiver’s child has experience with methotrexate

Preferences were not systematically statistically different between caregivers with a child who has experience with methotrexate and those with a child with no experience with methotrexate

  Child has no experience with methotrexate (n = 120)

  Child has experience with methotrexate (n = 87)

  P value = 0.801

Caregiver’s child has experience with biologics

Although the child’s experience with biologics was not a driver of preference heterogeneity among caregivers, caregivers with a child who has experience with biologics considered improvement in symptom control the most important attribute. Additionally, these respondents did not have systematically different preferences across treatments that increase the time until next flare-up by 3, 5, or 9 months but did prefer these levels to a treatment that only increases the time until next flare-up by 1 month

  Child has no experience with biologics (n = 76)

  Child has experience with biologics (n = 131)

  P value = 0.248

Caregiver’s child has experience with injections

Although preferences were not systematically different between these 2 groups at the 95% level of confidence, caregivers with a child who has no experience with injections considered improvement in symptom control the most important attribute (although confidence intervals were very large), while caregivers with a child who has experience with injections considered improvement in symptom control and time until the next flare-up the most important attributes in the study

  Child has no experience with injections (n = 59)

  Child has experience with injections (n = 148)

  P value = 0.115

Caregiver’s child has experience with headaches

Preferences were similar across this subgroup set, although caregivers with a child who has not experienced headaches considered increasing the time until the next flare-up and improvement in symptom control the most important attributes and strongly disliked injections every 2 weeks, while caregivers with a child who has experience with headaches placed the most importance on improvements in symptom control and strongly disliked IV infusion every month

  Child has no experience with headaches (n = 59)

  Child has experience with headaches (n = 148)

  P value = 0.095

Caregiver’s child has experience with stomachaches

Preferences across these 2 groups were not systematically different; however, time until the next flare-up and improvement in symptom control were the most important attributes for caregivers with a child who has not experienced stomachaches, while improvement in symptom control was the most important attribute for respondents with a child who has experienced stomachaches. In addition, preferences for mode and frequency of administration were different across the 2 groups

  Child has no experience with stomachaches (n = 47)

  Child has experience with stomachaches (n = 160)

  P value = 0.262

Caregiver’s child has experience with vomiting

The child’s experience with vomiting significantly drove preference heterogeneity. Caregivers with a child with no experience with vomiting placed most importance on improvement in symptom control and increasing the time until the next flare-up. These respondents preferred a treatment by oral tablet or liquid to a treatment by injection every week, but were indifferent between tablets, injection every 2 weeks, or IV infusion every month. Improvement in symptom control was the most important attribute for caregivers with a child who has experienced vomiting as a side effect. These respondents strongly disliked a treatment by IV infusion every month

  Child has no experience with vomiting (n = 97)

  Child has experience with vomiting (n = 110)

  P value = 0.037

UK adolescents, N = 100

Adolescent at median age or oldera

Those younger than median age placed significantly more importance on improvement in symptom control, whereas those at median age or older placed more importance on avoiding headaches than on the other attributes included in the study

  Younger than median age (n = 26)

  At or older than median age (n = 74)

  P value = 0.005

Additionally, the preference weight estimates indicate that adolescents younger than median age preferred an injection every week to tablets or syrup twice a week

Adolescent identifies as female

Adolescents who did not identify as female placed more importance on avoiding headaches, whereas adolescents who identified as female placed more importance on improvement in symptom control than on the other attributes included in the study. Additionally, adolescents who did not identify as female preferred tablets, syrup, or injections to IV

  Does not identify as female (n = 80)

  Identifies as female (n = 20)

  P value = 0.080

Adolescent has experience with methotrexate

Preferences were not statistically systematically different across the 2 groups, probably due to small sample size; however, respondents with methotrexate experience considered avoiding headaches the most important attribute, while respondents without methotrexate experience considered improving symptom control the most important attribute

  Has no experience with methotrexate (n = 58)

  Has experience with methotrexate (n = 42)

  P value = 0.206

Adolescent has experience with biologics

Although the sample size did not allow for identification of systematic differences in preferences, respondents without biologics experience valued efficacy and adverse event attributes about the same, while respondents who have experience with biologics placed the most value on avoiding headaches and improving symptom control. Respondents with biologics experience preferred tablets or syrup twice a day or an injection once a week to IV

  Has no experience with biologics (n = 17)

  Has experience with biologics (n = 83)

  P value = 0.109

Adolescent has experience with injections

Adolescents who do not have experience with injections did not have strong preferences for any specific attribute included in the survey. In fact, there were no statistically significant differences between symptom control; time until next flare-up; stomachaches, nausea, and vomiting; and mode and frequency of administration. Additionally, adolescents who have experience with injections placed more relative importance on improvement in symptom control and avoiding headaches and less relative importance on mode and frequency of administration. Interestingly, adolescents with injection experience preferred injection every week to tablets or syrup twice a day

  Has no experience with injections (n = 25)

  Has experience with injections (n = 75)

  P value = 0.002

Adolescent has experience with headaches

Adolescents who have no experience with headaches placed more relative importance on improvement in symptom control and avoiding headaches, whereas adolescents who have experienced headaches placed more relative importance on improvement in symptom control and mode and frequency of administration than on avoiding headaches

  Has no experience with headaches (n = 47)

  Has experience with headaches (n = 53)

  P value = 0.007

Adolescent has experience with stomachaches

Adolescents who have no experience with stomachaches as a side effect of treatment placed more relative importance on improvement in symptom control and avoiding headaches, and adolescents who have experience with stomachaches as a side effect of their treatment did not have strong preferences for any specific attribute included in the survey

  Has no experience with stomachaches (n = 41)

  Has experience with stomachaches (n = 59)

  P value = 0.007

Adolescent has experience with vomiting

Adolescents who have no experience with vomiting placed more relative importance on improvements in symptom control and avoiding headaches than the other attributes included in the study. This group of adolescents did not have statistically different preferences across varying modes and frequencies of administration

  Has no experience with vomiting (n = 62)

  Has experience with vomiting (n = 38)

  P value = 0.003

Although it may appear that respondents with vomiting experience placed more relative value on mode and frequency of administration and symptom control than other attributes in the study, there were no statistical differences across any of the CRI estimates for any attribute. However, those with vomiting experience preferred treatment that is taken as tablets or syrup twice a day or injection every week over an IV infusion every month

UK caregivers, N = 200

Caregiver’s child’s median ageb

Those respondents with a child below the median age generally valued improvement in symptom control, avoiding stomachaches, and combination therapy

  Child is younger than median age (n = 100)

  Child is at or older than median age (n = 100)

Those respondents with a child at or above the median age valued the improvement in symptom control the most relative to the other attributes in the study. They did not have statistically different preferences between no additional medicines and combination therapy, but this group preferred injections, tablets, or syrup to IV infusions

  P value = 0.001

Caregiver’s child’s gender

Respondents with a child who did not identify as female generally placed the most importance on improvements in symptom control relative to the other attributes in the study. These respondents preferred a treatment that is taken by tablet, syrup, or injection over a treatment by IV infusion

  Child does not identify as female (n = 131)

  Child identifies as female (n = 69)

  P value = 0.006

Respondents with a child who identified as female generally placed more relative importance on improvements in symptom control, avoiding stomachaches, and having an additional medicine. These respondents preferred a combination therapy regimen over no additional medicines

Caregiver’s level of education

Caregivers with less than an undergraduate degree, on average, valued all of the attributes included in the study. These respondents preferred a regimen with additional medicines over a regimen that does not involve combination therapy, and they preferred tablets or syrup twice a day over an IV infusion every month and an injection every week (but no more than an injection every 2 weeks)

  Caregiver has less than an undergraduate degree (n = 51)

  Caregiver has an undergraduate or higher degree (n = 149)

Those caregivers with an undergraduate degree or higher placed the most relative importance on improvements in symptom control. These respondents also preferred an additional medicine to no combination therapy, but they had no statistically greater preferences for tablets or syrup twice a day to another mode and frequency of administration

  P value = 0.011

Caregiver’s child has experience with methotrexate

Caregivers with a child who had no experience with methotrexate placed most relative importance on improvements in symptom control; avoiding stomachaches, nausea, and vomiting; and having a combination therapy

  Child has no experience with methotrexate (n = 108)

Caregivers with a child who does have experience with methotrexate generally placed the most relative importance on improvements in symptom control and avoiding headaches. Unlike those without methotrexate experience, they did not differentiate between no additional medicines or combination therapy

  Child has experience with methotrexate (n = 92)

  P value =  < 0.001

Caregiver’s child has experience with biologics

Caregivers with a child with no experience with biologics generally cared about improvements in symptom control and mode and frequency of administration. These respondents strongly preferred a treatment by tablet, syrup, or injection over a treatment by IV infusion, but they did not have statistically different preferences between a treatment with or without combination therapy

  Child has no experience with biologics (n = 48)

  Child has experience with biologics (n = 152)

  P value =  < 0.001

Respondents with a child with biologics experience generally valued improvements in symptom control the most. These respondents did not prefer one mode of administration over another, but they did prefer a treatment with combination therapy

Caregiver’s child has experience with injections

Those respondents with a child with no experience with injections strongly valued improvements in symptom control over the other attributes included in the study. These respondents preferred tablets or syrup twice a day or an injection every 2 weeks over an IV infusion every month, but they did not prefer an injection every week over an IV infusion

  Child has no experience with injections (n = 29)

  Child has experience with injections (n = 171)

  P value = 0.001

Respondents with a child who does have experience with injections did not have preferences for any one attribute that dominated over preferences for other attributes. These respondents had a preference for an injection every week over an IV infusion every month and also preferred a treatment with combination therapy

Caregiver’s child has experience with headaches

Caregivers with a child without experience with headaches generally place more relative importance on improvements in symptom control and avoiding headaches than other attributes in the study

  Child has no experience with headaches (n = 44)

  Child has experience with headaches (n = 156)

Caregivers with a child who does have experience with headaches also placed a great deal of relative importance on improvements in symptom control and avoiding headaches. Also, they preferred a treatment regimen that included additional medicines over one without additional medicines

  P value =  < 0.001

Caregiver’s child has experience with stomachaches

Respondents with a child who has not experienced stomachaches as a side effect placed greater relative importance on improvements in symptom control, time until next flare-up, and avoiding headaches. These respondents preferred a treatment by syrup or tablet over a treatment by infusion and preferred a treatment with no additional medicines to one that needs additional medicines

  Child has no experience with stomachaches (n = 45)

  Child has experience with stomachaches (n = 155)

Respondents with a child who has experienced stomachaches as a side effect similarly valued improvements in symptom control, but they also valued avoiding stomachaches, nausea, and vomiting. These respondents also preferred a treatment by syrup, tablet, or injection over a treatment by infusion, but they preferred a treatment with additional medicines to one without additional medicines

  P value =  < 0.001

Caregiver’s child has experience with vomiting

Respondents with a child who has not experienced vomiting as a side effect strongly preferred improvements in symptom control relative to the other variables included in the study

  Child has no experience with vomiting (n = 69)

  Child has experience with vomiting (n = 131)

Respondents with a child who had experience with vomiting did not, on average, have any preferences that dominated other attributes in terms of conditional relative importance. Unlike those with no vomiting experience, these respondents preferred a treatment regimen with additional medicines over one that does not include additional medicines

  P value =  < 0.001

  1. CRI Conditional relative importance, IV Intravenous, JIA Juvenile idiopathic arthritis
  2. aRespondents were asked in the survey to provide their age. The median age was identified at 15 years old
  3. bRespondents were asked in the survey to provide the age of their child with JIA. The median age was identified at 13 years old