Rheumatoid Arthritis
Conditions
Keywords
self-management, mobile health, smartphone applications, education, patient-reported outcomes, lifestyle, goal-setting, remote monitoring
Brief summary
The purpose of this pragmatic, investigator-initiated, multicentre randomised controlled trial is to study the effectiveness and feasibility of a mobile app-based self-management intervention for patients with rheumatoid arthritis (RA), aiming to improve self-efficacy for the management of RA-related symptoms. The intervention consists of education, lifestyle advice and remote monitoring elements and is based on principles of goal setting, self-efficacy theory and behavioural economics, embedded within a platform supported by motivational features and gamification. The primary endpoint is defined as achieving at least a minimal clinically important difference in arthritis-related self-efficacy (the ASES-score) at the follow-up visit in favour of the intervention group when compared to the control group. Moreover, although qualitative studies have highlighted concerns among both patients and healthcare professionals that mobile apps might induce illness behaviour by increasing patients' awareness of their symptoms, this has rarely been studied in detail. Consequently, data regarding the effects of remote monitoring on symptom hypervigilance remain limited and conflicting. Therefore, this trial additionally aims to assess (as a key secondary objective) if a mobile app-based intervention is associated with changes in pain catastrophising, as a conceptualisation of hypervigilance to symptoms.
Interventions
The self-management program, accessible via a smartphone app, comprises several components. First, the app contains an RA-specific educational program presented as videos in 16 weekly modules. Second, the app provides patients with tailored lifestyle advice, both as part of the educational program and in the form of personalized messages from a certified health coach. Third, the study app includes remote monitoring features underpinned by goal-setting principles. For instance, participants can use the app to log daily steps and physical activity, as well as their diet, sleep, and mental health. Personal goals, as well as physical challenges and meditation or mindfulness exercises, can be set up within the app to encourage behavioral change. Finally, patient-reported disease burden can be monitored within the study app via the RAID instrument. Based on random allocation to one of both intervention groups, the RAID will be prompted either weekly (group A) or monthly (group B).
Sponsors
Study design
Eligibility
Inclusion criteria
Patients will be considered eligible for participation in the study if they: * Are able and willing to provide written informed consent for participation. * Are 18 years of age or older. * Have a diagnosis of RA made by a rheumatologist, with a minimal time since diagnosis of 16 weeks. This time frame was chosen based on conceptual reasons and previous work of our research group, suggesting that the dynamic and impactful first weeks after diagnosis are not the ideal time window to assess psychosocial outcomes. * Are able to understand and read Dutch. * Have access to a smartphone that meets the technical requirements to run the study application, including an Android (8.0 or more recent) or Apple iOS (14.0 or more recent) operating system, and feel comfortable using it. In order to include an optimally representative patient population, no additional
Exclusion criteria
will be applied for this study.
Design outcomes
Primary
| Measure | Time frame | Description |
|---|---|---|
| Arthritis Self-Efficacy Scale (ASES) | At follow-up visit (4-6 months from baseline) | Superiority outcome. The ASES is a patient-reported questionnaire consisting of 20 items across 2 subscales: self-efficacy for managing pain (range 5-50), and self-efficacy for controlling other symptoms (range 6-60). Both scores can be summed to derive a total ASES-score (range 11-110). Higher scores indicate higher perceived self-efficacy. |
Secondary
| Measure | Time frame | Description |
|---|---|---|
| Rheumatoid Arthritis Impact of Disease (RAID) | At follow-up visit (4-6 months from baseline) | Superiority outcome. The RAID consists of 7 items on a 0-10 numeric rating scale, enquiring about the impact of RA on pain, functional limitations, fatigue, sleep, physical wellbeing, emotional wellbeing, and coping. A total RAID score (0-10) is derived as a weighted average of the 7 subscores (Pain: 21%, Functional disability: 16%, Fatigue: 15%, Emotional well-being: 12%, Sleep: 12%, Coping: 12%, Physical well-being: 12%). Higher scores on both the total scale and the subscales indicate more perceived disease impact. |
| Pain Catastrophizing Scale (PCS) | At follow-up visit (4-6 months from baseline) | Non-inferiority outcome. The PCS comprises 13 items on a 0-4 Likert scale, resulting in a total score of 0-52 with subscales for rumination, magnification, and helplessness. Higher scores indicate more catastrophic perceptions concerning pain. Additionally, a post-hoc analysis will be carried out comparing the PCS between intervention group A and B, to study the influence of PRO-reporting frequency on pain catastrophising. |
| International Physical Activity Questionnaire Short Form (IPAQ-S) | At follow-up visit (4-6 months from baseline) | Superiority outcome. The IPAQ-S is a 7-item questionnaire enquiring about physical activities during the last 7 days. An activity score is obtained for different domains, each multiplied with the accompanying metabolic equivalent of task (MET) value, leading to a sum score corresponding with low, moderate, or high physical activity. |
| Pittsburgh Sleep Quality Index (PSQI) | At follow-up visit (4-6 months from baseline) | Superiority outcome. The PSQI measures sleep quality through 19 items across 7 domains, with a resulting total score ranging from 0-21.Higher scores indicate worse sleep quality. |
Other
| Measure | Time frame | Description |
|---|---|---|
| Participant Engagement With Study Application: Daily Step Count | Throughout study period (intervention arms only): 4-6 months. Specifically, these data will be collected at the follow-up visit (4-6 months from baseline) and reported for the whole study period. | When users choose to activate this function, the number of steps per day will also be passively logged in the study app. When available, we will analyze daily step patterns descriptively (proportion meeting the WHO-recommended daily target, evolution over time, correlation with IPAQ-S score, and correlation with symptoms based on the RAID). |
| Participant Engagement With Study Application: Usage of the App | Throughout study period (intervention arms only): 4-6 months. Specifically, these data will be collected at the follow-up visit (4-6 months from baseline) and reported for the whole study period. | Usage data will be logged passively in the study app. Usage data consist of information concerning how often the app and its core functions are accessed. Specifically, we will calculate the proportion of days where the study app was accessed, and the proportion of days where an educational video was viewed within the study app. |
| Participant Engagement With Study Application: Remote Monitoring of RAID | Throughout study period (intervention arms only): 4-6 months. Specifically, these data will be collected at the follow-up visit (4-6 months from baseline) and reported for the whole study period. | The proportion of in-app completed RAID questionnaires will be calculated as the ratio (%) between completed questionnaires and the total number of questionnaires that were prompted throughout the study period. |
Countries
Belgium
Participant flow
Pre-assignment details
Of 128 enrolled participants, 122 completed the necessary baseline assessments and installed the study app. These were entered in the ITT population.
Participants by arm
| Arm | Count |
|---|---|
| Combined Intervention Group (A & B) Access to the study app with either weekly or monthly prompts to complete the patient-reported questionnaire Rheumatoid Arthritis Impact of Disease (RAID)
Mobile app-based self-management intervention: The self-management program, accessible via a smartphone app, comprises several components. First, the app contains an RA-specific educational program presented as videos in 16 weekly modules. Second, the app provides patients with tailored lifestyle advice, both as part of the educational program and in the form of personalized messages from a certified health coach. Third, the study app includes remote monitoring features underpinned by goal-setting principles. For instance, participants can use the app to log daily steps and physical activity, as well as their diet, sleep, and mental health. Personal goals, as well as physical challenges and meditation or mindfulness exercises, can be set up within the app to encourage behavioral change.
Finally, patient-reported disease burden can be monitored within the study app via the RAID instrument. Based on random allocation to one of both intervention groups, the RAID will be prompted either weekly (group A) or monthly (group B). | 60 |
| Control Group (Usual Care) No access to the study app, follow-up according to usual care standards. This includes informal screening for general wellbeing during outpatient clinic visits, with referral to specific allied health professionals for additional education or non-pharmacological support if needed. The scores derived from study-related questionnaires can be used as a guide for these discussions. As part of standard care, participants in both the control group and the intervention groups will also receive a standardised educational leaflet about RA. | 62 |
| Total | 122 |
Withdrawals & dropouts
| Period | Reason | FG000 | FG001 | FG002 |
|---|---|---|---|---|
| Overall Study | Lost to Follow-up | 1 | 1 | 0 |
Baseline characteristics
| Characteristic | Combined Intervention Group (A & B) | Control Group (Usual Care) | Total |
|---|---|---|---|
| Age, Continuous | 58 years STANDARD_DEVIATION 12 | 58 years STANDARD_DEVIATION 11 | 58 years STANDARD_DEVIATION 12 |
| Arthritis Self-Efficacy Scale (ASES) | 72 units on a scale STANDARD_DEVIATION 22 | 72 units on a scale STANDARD_DEVIATION 20 | 72 units on a scale STANDARD_DEVIATION 22 |
| BMI | 26 kg/m2 STANDARD_DEVIATION 5 | 27 kg/m2 STANDARD_DEVIATION 5 | 27 kg/m2 STANDARD_DEVIATION 5 |
| DAS28-CRP | 2.3 units on a scale STANDARD_DEVIATION 0.9 | 2.4 units on a scale STANDARD_DEVIATION 1 | 2.4 units on a scale STANDARD_DEVIATION 1 |
| Disease duration, years | 11 years STANDARD_DEVIATION 9 | 13 years STANDARD_DEVIATION 10 | 12 years STANDARD_DEVIATION 10 |
| Erosive disease | 26 Participants | 27 Participants | 53 Participants |
| Health Assessment Questionnaire (HAQ) | 0.7 units on a scale STANDARD_DEVIATION 0.7 | 0.6 units on a scale STANDARD_DEVIATION 0.6 | 0.6 units on a scale STANDARD_DEVIATION 0.6 |
| Pain Catastrophizing Scale (PCS) | 13 units on a scale STANDARD_DEVIATION 11 | 14 units on a scale STANDARD_DEVIATION 13 | 14 units on a scale STANDARD_DEVIATION 13 |
| Race and Ethnicity Not Collected | — | — | 0 Participants |
| RF/ACPA positive | 43 Participants | 55 Participants | 98 Participants |
| Rheumatic Disease Comorbidity Index (RDCI) | 1.1 units on a scale STANDARD_DEVIATION 1.4 | 1.5 units on a scale STANDARD_DEVIATION 1.5 | 1.3 units on a scale STANDARD_DEVIATION 1.5 |
| Rheumatoid Arthritis Impact of Disease (RAID) | 3.6 units on a scale STANDARD_DEVIATION 2.4 | 3.7 units on a scale STANDARD_DEVIATION 2.3 | 3.7 units on a scale STANDARD_DEVIATION 2.4 |
| Sex: Female, Male Female | 38 Participants | 45 Participants | 83 Participants |
| Sex: Female, Male Male | 22 Participants | 17 Participants | 39 Participants |
| Smoking ever | 30 Participants | 27 Participants | 57 Participants |
Adverse events
| Event type | EG000 affected / at risk | EG001 affected / at risk | EG002 affected / at risk |
|---|---|---|---|
| deaths Total, all-cause mortality | 0 / 30 | 0 / 30 | 0 / 62 |
| other Total, other adverse events | 0 / 30 | 0 / 30 | 0 / 62 |
| serious Total, serious adverse events | 0 / 30 | 0 / 30 | 0 / 62 |
Outcome results
Arthritis Self-Efficacy Scale (ASES)
Superiority outcome. The ASES is a patient-reported questionnaire consisting of 20 items across 2 subscales: self-efficacy for managing pain (range 5-50), and self-efficacy for controlling other symptoms (range 6-60). Both scores can be summed to derive a total ASES-score (range 11-110). Higher scores indicate higher perceived self-efficacy.
Time frame: At follow-up visit (4-6 months from baseline)
| Arm | Measure | Value (MEAN) | Dispersion |
|---|---|---|---|
| Combined Intervention Group (A & B) | Arthritis Self-Efficacy Scale (ASES) | 74 score on a scale | Standard Deviation 22 |
| Control Group (Usual Care) | Arthritis Self-Efficacy Scale (ASES) | 74 score on a scale | Standard Deviation 20 |
International Physical Activity Questionnaire Short Form (IPAQ-S)
Superiority outcome. The IPAQ-S is a 7-item questionnaire enquiring about physical activities during the last 7 days. An activity score is obtained for different domains, each multiplied with the accompanying metabolic equivalent of task (MET) value, leading to a sum score corresponding with low, moderate, or high physical activity.
Time frame: At follow-up visit (4-6 months from baseline)
| Arm | Measure | Value (MEAN) | Dispersion |
|---|---|---|---|
| Combined Intervention Group (A & B) | International Physical Activity Questionnaire Short Form (IPAQ-S) | 5036 MET minutes/week | Standard Deviation 3927 |
| Control Group (Usual Care) | International Physical Activity Questionnaire Short Form (IPAQ-S) | 4674 MET minutes/week | Standard Deviation 4046 |
Pain Catastrophizing Scale (PCS)
Non-inferiority outcome. The PCS comprises 13 items on a 0-4 Likert scale, resulting in a total score of 0-52 with subscales for rumination, magnification, and helplessness. Higher scores indicate more catastrophic perceptions concerning pain. Additionally, a post-hoc analysis will be carried out comparing the PCS between intervention group A and B, to study the influence of PRO-reporting frequency on pain catastrophising.
Time frame: At follow-up visit (4-6 months from baseline)
| Arm | Measure | Value (MEAN) | Dispersion |
|---|---|---|---|
| Combined Intervention Group (A & B) | Pain Catastrophizing Scale (PCS) | 11 score on a scale | Standard Deviation 8 |
| Control Group (Usual Care) | Pain Catastrophizing Scale (PCS) | 13 score on a scale | Standard Deviation 10 |
Pittsburgh Sleep Quality Index (PSQI)
Superiority outcome. The PSQI measures sleep quality through 19 items across 7 domains, with a resulting total score ranging from 0-21.Higher scores indicate worse sleep quality.
Time frame: At follow-up visit (4-6 months from baseline)
| Arm | Measure | Value (MEAN) | Dispersion |
|---|---|---|---|
| Combined Intervention Group (A & B) | Pittsburgh Sleep Quality Index (PSQI) | 7.5 score on a scale | Standard Deviation 3.9 |
| Control Group (Usual Care) | Pittsburgh Sleep Quality Index (PSQI) | 8.0 score on a scale | Standard Deviation 3.6 |
Rheumatoid Arthritis Impact of Disease (RAID)
Superiority outcome. The RAID consists of 7 items on a 0-10 numeric rating scale, enquiring about the impact of RA on pain, functional limitations, fatigue, sleep, physical wellbeing, emotional wellbeing, and coping. A total RAID score (0-10) is derived as a weighted average of the 7 subscores (Pain: 21%, Functional disability: 16%, Fatigue: 15%, Emotional well-being: 12%, Sleep: 12%, Coping: 12%, Physical well-being: 12%). Higher scores on both the total scale and the subscales indicate more perceived disease impact.
Time frame: At follow-up visit (4-6 months from baseline)
| Arm | Measure | Value (MEAN) | Dispersion |
|---|---|---|---|
| Combined Intervention Group (A & B) | Rheumatoid Arthritis Impact of Disease (RAID) | 3.6 score on a scale | Standard Deviation 2.4 |
| Control Group (Usual Care) | Rheumatoid Arthritis Impact of Disease (RAID) | 3.5 score on a scale | Standard Deviation 2.2 |
Participant Engagement With Study Application: Daily Step Count
When users choose to activate this function, the number of steps per day will also be passively logged in the study app. When available, we will analyze daily step patterns descriptively (proportion meeting the WHO-recommended daily target, evolution over time, correlation with IPAQ-S score, and correlation with symptoms based on the RAID).
Time frame: Throughout study period (intervention arms only): 4-6 months. Specifically, these data will be collected at the follow-up visit (4-6 months from baseline) and reported for the whole study period.
Participant Engagement With Study Application: Remote Monitoring of RAID
The proportion of in-app completed RAID questionnaires will be calculated as the ratio (%) between completed questionnaires and the total number of questionnaires that were prompted throughout the study period.
Time frame: Throughout study period (intervention arms only): 4-6 months. Specifically, these data will be collected at the follow-up visit (4-6 months from baseline) and reported for the whole study period.
| Arm | Measure | Value (NUMBER) |
|---|---|---|
| Combined Intervention Group (A & B) | Participant Engagement With Study Application: Remote Monitoring of RAID | 47 percentage completed RAIDs |
| Control Group (Usual Care) | Participant Engagement With Study Application: Remote Monitoring of RAID | 53 percentage completed RAIDs |
Participant Engagement With Study Application: Usage of the App
Usage data will be logged passively in the study app. Usage data consist of information concerning how often the app and its core functions are accessed. Specifically, we will calculate the proportion of days where the study app was accessed, and the proportion of days where an educational video was viewed within the study app.
Time frame: Throughout study period (intervention arms only): 4-6 months. Specifically, these data will be collected at the follow-up visit (4-6 months from baseline) and reported for the whole study period.