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CompletedNCT04776161Updated Oct 4, 2023Results posted

Medication Adherence Patterns in Rheumatic Diseases: A Behavioral Trial

An interventional study of Cue-Reward Intervention and Cue-Reward Intervention with possible intensification in Rheumatic Diseases, Gout and Adherence, Medication, sponsored by Brigham and Women's Hospital. Completed at 1 site in United States. Open to participants aged 18 Years to 85 Years. Per ClinicalTrials.gov, last updated 2023-10-04.

Sponsored by Brigham and Women's Hospital · Not applicable, Interventional, and Health services research

Phase
Not applicable
Study type
Interventional
Enrollment
62
Allocation
Randomized
Ages
18 Years to 85 Years
Sex
All
01

Study summary

Non-adherence to evidence-based prescription medications results in preventable morbidity and mortality for middle-aged and older adults. Taking medications intended for daily use, like those to prevent or treat chronic conditions, is a repetitive action that has great similarity with other behaviors that must be performed consistently, such as regular exercise, healthy eating, and hand washing. In these cases, people who act consistently do so out of habit. The "repetition-cue-reward" model proposes that habit formation has three central components: behavioral repetition, associated context cues, and rewards. This model has obvious applicability to the daily repetitive activity of medication-taking but has not been tested for this behavior nor adapted as an intervention for patients in real-world care settings.

The goal of this pilot study is to evaluate the feasibility and effectiveness of using the repetition-cue-reward model of healthy habit formation to improve medication adherence in patients with arthritis and other rheumatic diseases.

Read the detailed description

Non-adherence to evidence-based prescription medications results in preventable morbidity and mortality for middle-aged and older adults. Taking medications intended for daily use, like those to prevent or treat chronic conditions, is a repetitive action that has great similarity with other behaviors that must be performed consistently, such as regular exercise, healthy eating, and hand washing. In these cases, people who act consistently do so out of habit. The "repetition-cue-reward" model proposes that habit formation has three central components: behavioral repetition, associated context cues, and rewards. This model has obvious applicability to the daily repetitive activity of medication-taking but has not been tested for this behavior nor adapted as an intervention for patients in real-world care settings.

The goal of this pilot study is to evaluate the feasibility and effectiveness of using the repetition-cue-reward model of healthy habit formation to improve medication adherence in patients with arthritis and other rheumatic diseases.

This pilot study will be a 3-arm parallel randomized pragmatic trial comparing medication adherence for adults over 18 years old with arthritis, lupus, or gout who are prescribed 1-3 daily oral medications for this disease. Participants will be randomized to one of three arms for the duration of the study period. Patients in the first intervention arm will choose an event-based cue and receive daily reminder text messages reminding them of their cue. Patients in the second intervention arm will start by establishing their cue and having the donation made, but only those who show no improvement in adherence after 6 weeks will start receiving the text messages. In both interventions arms, a donation will be made to a local charity every time they take their medication. Patients in the control arm will not receive any intervention (but will receive pill bottles to monitor their adherence). Our outcomes of interest will be medication adherence, as measured by electronic pill bottles.

02

Conditions studied

  • Rheumatic Diseases
  • Gout
  • Adherence, Medication
  • Lupus Erythematosus, Systemic
03

In context

Rheumatic Diseases

380 studies on the registry are indexed under Rheumatic Diseases; 79 are open to participants now.

This study's enrollment of 62 is below the median of 73 across 213 interventional studies indexed under Rheumatic Diseases.

Browse Rheumatic Diseases studies →

Lead sponsor

Brigham and Women's Hospital is the lead sponsor of 1,263 studies on the registry; 225 are open to participants now.

Of its 116 completed or terminated interventional studies of FDA-regulated products, 65 (56%) have results posted.

Counted across the registry records on this site, refreshed daily.

04

Who can participate

Ages eligible
18 Years to 85 Years
Sexes eligible
All
Accepts healthy volunteers
No

Go through the criteria one by one — yes, no or not sure — and take the list to your doctor or the study team. Kept in this browser only.

Inclusion criteria

  • English-speaking patients
  • receiving their care at a Brigham and Women's Hospital-affiliated rheumatology practice
  • >=18 years of age
  • with rheumatoid arthritis (RA), systemic lupus erythematosus (SLE), or gout
  • prescribed >=1 oral medication for this disease for >=4 months.
  • for patients with gout, had a uric acid level checked in the prior 18 months and the most recent level is >6.
  • for patients with SLE, their most recent c-reactive protein level collected in the past 18 months must be >10.
  • currently have a smartphone with a data plan or WiFi at home
  • willing and able to set up the platform and adhere to study procedures
  • either not currently using a pillbox or willing to use electronic pill bottles (EDMs) for diabetes medications for the duration of the study

Exclusion criteria

Exclusion Criteria:

  • Pregnant women
  • Incarcerated individuals
05

Study design

Phase
Not applicable
Primary purpose
Health services research
Allocation
Randomized
Intervention model
Parallel assignment
Masking
Double (Investigator, Outcomes assessor)
Enrollment
62 participants (actual)

Study arms

  • No intervention
    Control

    Patients in the control arm will not receive any intervention (but will receive electronic pill bottles to monitor their adherence).

  • Experimental
    Cue-Reward Intervention

    Patients in this intervention arm will choose an event-based cue and receive reminder text messages reminding them of their cue. Additionally, a donation will be made to a local charity every time they take their medication.

    Behavioral: Cue-Reward Intervention

  • Experimental
    Cue-Reward Intervention with possible intensification.

    Patients in this intervention arm will choose an event-based cue. Additionally, a donation will be made to a local charity every time they take their medication. Those who show no improvement in adherence after 6 weeks will start receiving reminder text messages reminding them of their cue.

    Behavioral: Cue-Reward Intervention with possible intensification

Interventions

  • BehavioralCue-Reward Intervention

    Patients in the first intervention arm will participate in a goal-setting exercise during which they will identify which habit they want to link their medication-taking to. Patients will also receive text messages reminding them of the habit they decided to link to their medication-taking. Finally, patients will also select a charity to which a donation will be made every time the bottle is opened. The research team will donate $0.50 every day that the patient takes their medication as prescribed. A research assistant will place a sticker with the charity logo under the pill bottle cap so that the patient is reminded of the donation every time they take the medication. Additionally, the patient will receive texts every 4 days summarizing how much money was donated on their behalf.

  • BehavioralCue-Reward Intervention with possible intensification

    Patients in the second intervention arm will participate in a goal-setting exercise during which they will identify which habit they want to link their medication-taking to. Finally, patients will also select a charity to which a donation will be made every time the bottle is opened. The research team will donate $0.50 every day that the patient takes their medication as prescribed. A research assistant will place a sticker with the charity logo under the pill bottle cap so that the patient is reminded of the donation every time they take the medication. Additionally, the patient will receive texts every 4 days summarizing how much money was donated on their behalf. After 6 weeks, patients who demonstrate an adherence under 80% to study medications (as measured by the electronic pill bottle) will begin receiving text messages reminding them of their selected cue.

06

What researchers measure

Primary outcomes

  1. Rate of Medication Adherence

    Medication adherence will be measured as the percentage of times a patient opened the electronic pill bottle out of the number of doses prescribed for each bottle in each day, averaged across the study medications and over follow-up.

    Time frame: 18 weeks

Secondary outcomes

  1. Change in Uric Acid Level From Baseline

    Change in uric acid level from baseline

    Time frame: 18 weeks

07

Results

Posted Oct 4, 2023

Participant flow

Participant flow — Overall Study
MilestoneControlNon-adaptive InterventionAdaptive Intervention
Started192122
Completed171718
Not completed244
Withdrew: Withdrew after randomization but prior to intervention132
Withdrew: Withdrawal by subject101
Withdrew: Adverse event011

Outcome measures

PrimaryRate of Medication Adherence

Medication adherence will be measured as the percentage of times a patient opened the electronic pill bottle out of the number of doses prescribed for each bottle in each day, averaged across the study medications and over follow-up.

Time frame:
18 weeks
Reported as:
Mean · percentage of doses taken
Rate of Medication Adherence
percentage of doses takenControlNon-adaptive InterventionAdaptive Intervention
Rate of Medication Adherence0.76 ± 0.260.79 ± 0.230.83 ± 0.18
Statistical analysis
  • Control vs Non-adaptive Intervention · Generalized linear models · p = 0.78 · Mean difference (final values): -0.02 · 95% CI -0.16 to 0.12Adjusted for age, sex, race
  • Control vs Adaptive Intervention · Generalized linear models · p = 0.79 · Mean difference (final values): 0.02 · 95% CI -0.10 to 0.13Adjusted for age, sex, race
SecondaryChange in Uric Acid Level From Baseline

Change in uric acid level from baseline

Time frame:
18 weeks
Reported as:
Mean · milligrams per deciliter (mg/dL)
Change in Uric Acid Level From Baseline
milligrams per deciliter (mg/dL)ControlNon-adaptive InterventionAdaptive Intervention
Change in Uric Acid Level From Baseline-1.21 ± 1.31-1.13 ± 1.66-0.55 ± 1.88
Statistical analysis
  • Control vs Non-adaptive Intervention · Generalized linear models · p = 0.22 · Mean difference (final values): 0.47 · 95% CI -0.28 to 1.22Adjusted for age, sex, race and baseline uric acid level.
  • Control vs Adaptive Intervention · Generalized linear models · p = 0.24 · Mean difference (final values): 0.47 · 95% CI -0.33 to 1.26Adjusted for age, sex, race and baseline uric acid level

Adverse events

Collected over Adverse events were collected through the entire trial period of 18 weeks.. Non-serious events are listed at a 0% frequency threshold.

Adverse event summary by group
GroupDeathsSeriousOther
Control0/18 (0%)1/18 (5.6%)0/18 (0%)
Non-adaptive Intervention0/18 (0%)2/18 (11.1%)0/18 (0%)
Adaptive Intervention0/20 (0%)3/20 (15%)0/20 (0%)
Most frequent serious events
Most frequent serious events
EventControlNon-adaptive InterventionAdaptive Intervention
Kidney transplantSurgical and medical procedures0/181/180/20
AppendectomySurgical and medical procedures1/180/180/20
Hospitalization for colostomy leakGastrointestinal disorders0/181/180/20
Ileostomy reversalSurgical and medical procedures0/181/180/20
Hospitalization for congestive heart failureCardiac disorders0/180/181/20
Hospitalization for fall-related complicationsInjury, poisoning and procedural complications0/180/181/20
Hospitalization for secondary hypertensionVascular disorders0/180/181/20

Baseline characteristics

We consented and randomized 62 participants in total (see Results Participant Flow). However, 6 participants never started the trial, so they are not included in the Baseline Analysis Population. Thus, the baseline population represented here are the 56 participants who consented and initiated the trial. Those 6 participants are reflected in the Results Participant Flow under withdrawal reason "withdrew after randomization but prior to intervention."

Age, Continuous
Age, Continuous(years)ControlNon-adaptive InterventionAdaptive InterventionTotal
Mean54.8 ± 12.550.7 ± 12.460.2 ± 11.855.6 ± 12.6
Sex: Female, Male
Sex: Female, Male(Participants)ControlNon-adaptive InterventionAdaptive InterventionTotal
Female24511
Male16141545
Ethnicity (NIH/OMB)
Ethnicity (NIH/OMB)(Participants)ControlNon-adaptive InterventionAdaptive InterventionTotal
Hispanic or Latino1214
Not Hispanic or Latino17161952
Unknown or Not Reported0000
Race (NIH/OMB)
Race (NIH/OMB)(Participants)ControlNon-adaptive InterventionAdaptive InterventionTotal
American Indian or Alaska Native0000
Asian0101
Native Hawaiian or Other Pacific Islander0000
Black or African American3429
White14131744
More than one race0000
Unknown or Not Reported1012
Uric Acid Level
Uric Acid Level(mg/dL)ControlNon-adaptive InterventionAdaptive InterventionTotal
Mean7.07 ± 0.907.92 ± 2.317.43 ± 1.067.47 ± 1.55
08

Study locations

1 site
  • Brigham and Women's Hospital
    Boston, Massachusetts 02115, United States
09

References and documents

Publications

  • Fontanet CP, Choudhry NK, Wood W, Robertson T, Haff N, Oran R, Sears ES, Kim E, Hanken K, Barlev RA, Lauffenburger JC, Feldman CH. Randomised controlled trial targeting habit formation to improve medication adherence to daily oral medications in patients with gout. BMJ Open. 2021 Nov 24;11(11):e055930. doi: 10.1136/bmjopen-2021-055930. PubMed 34819291 ↗

Study documents

  • Study protocol · Oct 10, 2022
  • Statistical analysis plan · Dec 16, 2022
  • Informed consent form · Jul 12, 2021

Documents are hosted by the registry — open the source record to download them.

Individual participant data

Plan to share: No

10

Timeline

Tracking since Sep 25, 2026
ElapsedEstimatedEstimated, not yet reachedSimilar studies: half by the dot; the band is the middle halfHalf of similar studies reached it by the dot; the band is the middle half, from a quarter to three quarters

Ran from Aug 2021 to primary completion in Sep 2022, 13 months.

Results were first posted in Oct 2023, 1 year after primary completion.

Of 102 non-industry interventional studies with no phase under Rheumatic Diseases, half reached primary completion within 20 months of starting (the median), counting those still running; a quarter within 8 and three quarters within 42. This study's 13 months is below that.

Counting every sponsor, half of 106 studies reached it within 21 months; a quarter within 8 and three quarters within 43.

How these figures are worked out, and which studies are left out of them.

Registered
Feb 23, 2021
First posted
Mar 1, 2021
StartActual
Aug 2, 2021
Primary completionActual
Sep 27, 2022
CompletionActual
Nov 10, 2022
Results first posted
Oct 4, 2023
Last update
Oct 4, 2023
What these dates mean
Start.
When the first participant enrolled; while estimated, when the study expects to open to recruitment.
Primary completion.
When the last participant was examined or treated to collect data for the study's main question, its primary outcome. A study that stopped early gives the date its data collection stopped.
Completion.
When the last participant's last visit took place, for every outcome, secondary ones and side effects included: the end of the study. Often later than primary completion, sometimes the same day.
Actual and Est.
Actual means the registry says the date has happened. Est. (estimated) is a date the sponsor plans or expects. It can still move, and the sponsor is expected to change it to actual once it has passed.
No changes since tracking began. The registry record was last updated on Oct 4, 2023, before this site started recording changes on Sep 25, 2026. Its history is on ClinicalTrials.gov ↗
11

Registry details

Key details

Study ID
NCT04776161
Responsible party
Candace Hillary Feldman, MD (Assistant Professor, Brigham and Women's Hospital) — Principal investigator
First posted
Mar 1, 2021
Start date
Aug 2, 2021
Primary completion
Sep 27, 2022
Completion
Nov 10, 2022
Results posted
Oct 4, 2023
Last update
Oct 4, 2023

Study contacts

Candace H Feldman, MD, ScD
principal investigator · Brigham and Women's Hospital

Oversight

Data monitoring committee
No
FDA-regulated drug
No
FDA-regulated device
No
View the source record on ClinicalTrials.gov ↗

Not currently enrolling

This study is completed, as verified in Sep 2023. You cannot join it, but the record below documents what was studied.

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