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CompletedNCT04418076SMARTUpdated May 15, 2023Results posted

Project SMART Automated Pillbox Study

An interventional study of Group A_No feedback and Group B_Automated feedback in HIV/AIDS and Cocaine Use, sponsored by Yale University. Completed at 1 site in United States. Open to participants aged 18 Years and older. Per ClinicalTrials.gov, last updated 2023-05-15.

Sponsored by Yale University · Not applicable, Interventional, and Other

From the registry’s dates

  • Registered 9 months after the study started (first participant enrolled Jun 2017, registered Mar 2018).
Phase
Not applicable
Study type
Interventional
Enrollment
78
Allocation
Randomized
Ages
18 Years and older
Sex
All
01

Study summary

The aim of this study is to examine the effect of mHealth tools on antiretroviral (ART) adherence and persistence among HIV-infected individuals with co-occurring cocaine use disorders (CUDs).

Read the detailed description

To conduct qualitative assessments using focus groups of people living with HIV (PLH) who use cocaine and healthcare providers that will assess the acceptability, feasibility, facilitators and barriers of implementing mHealth interventions; and will aid in developing the final design and content of both automated and clinician feedback in preparation for designing a pilot feasibility study.

To conduct a 12-week pilot feasibility RCT among PLH with co-occurring CUDs that will examine the impact of mHealth tools (cellular-enabled smart pill boxes and cell phones) and feedback (no feedback vs. automated feedback vs. automated + clinician feedback) on primary (ART adherence and persistence) and secondary outcomes (HIV viral suppression, cocaine use, retention in HIV care).

02

Conditions studied

03

In context

Acquired Immunodeficiency Syndrome

2,040 studies on the registry are indexed under Acquired Immunodeficiency Syndrome; 272 are open to participants now.

This study's enrollment of 78 is below the median of 105 across 1,543 interventional studies indexed under Acquired Immunodeficiency Syndrome.

Browse Acquired Immunodeficiency Syndrome studies →

Lead sponsor

Yale University is the lead sponsor of 1,724 studies on the registry; 298 are open to participants now.

Of its 210 completed or terminated interventional studies of FDA-regulated products, 126 (60%) have results posted.

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

04

Who can participate

Ages eligible
18 Years and older
Sexes eligible
All
Accepts healthy volunteers
No

Inclusion criteria

  • Age equal to or greater than 18 years
  • Clinic-confirmed HIV diagnosis
  • Currently prescribed or eligible for ART
  • Currently has insurance
  • Self-reported cocaine use in the past 30 days
  • Willing and able to use a cell phone and electronic pill box for the 12-week intervention

Exclusion criteria

Exclusion Criteria:

  • Unable to provide informed consent
  • Verbally or physically threatening to research staff
  • Unable to communicate in either English or Spanish
05

Study design

Phase
Not applicable
Primary purpose
Other
Allocation
Randomized
Intervention model
Parallel assignment
Masking
None (open label)
Enrollment
78 participants (actual)

Study arms

  • Experimental
    No feedback

    For participants in the control group (Group A), no feedback from the TowerView Health® smart pill box or clinical nurse will be given.

    Device: Group A_No feedback

  • Experimental
    Automated feedback

    For participants in Group B (automated feedback), automated feedback will be generated from the TowerView Health® smart pill box and sent to participants' smartphone as text messages.

    Device: Group B_Automated feedback

  • Experimental
    Automated feedback + Clinician feedback

    For participants in Group C, automated feedback will be generated from the TowerView Health® smart pill box and sent to participants' smartphone as text messages. In addition, clinical nurse will also send personalized feedback and suggestions to the participants in this group.

    Device: Group C_Automated feedback + Clinician feedback

  • Experimental
    Automated feedback + Social Network feedback

    For participants in Group D, automated feedback will be generated from the TowerView Health® smart pill box and sent to participants' smartphone as text messages. In addition, a weekly text reminder will be sent to each participant from a social network designee chosen by the participant.

    Device: Group D_Automated feedback + Social Network feedback

Interventions

  • DeviceGroup A_No feedback

    In the control (Group A), the feedback option will be deactivated on the device on the TowerView Health® smart pill box, effectively serving to only monitor natural pill-taking patterns.

  • DeviceGroup B_Automated feedback

    For participants in Group B (automated feedback), missed dosages will prompt an automated text message to be sent to the participants' smartphone. The TowerView Health® pill box consists of in-built alarm and flashing color lights, and the ability to send text messages to the participants' phone either as reminder in the event of missed dosage or a message of encouragement when all dosages are taken.

  • DeviceGroup C_Automated feedback + Clinician feedback

    For participants in Group C, the survey app responses will be assessed each week by the RA who in turn will communicate the results to a clinical nurse. The clinical nurse will be funded through this study; he/she will be responsible for providing personalized feedback to all Group C participants. The clinic nurse will contact the subject with appropriate feedback about their health behavior and suggestions for sustained adherence.

  • DeviceGroup D_Automated feedback + Social Network feedback

    For participants in Group D, a social network designee will be chosen based on the names provided by the participants during screening. One social network designee will be consented and chosen to send the participant a weekly text reminder the participant to take their medication. The text for the message will be chosen by the social network designee.

06

What researchers measure

Primary outcomes

  1. Adherence to Anti-Retroviral Therapy (ART) at the End of 12-Week Intervention Period

    Adherence will be measured in percentage of times pills taken in time or within 90 mins of reminder based on the real time record of the behavior provided by the electronic pill box.

    Time frame: Week 12

  2. Adherence to Anti-Retroviral Therapy (ART) at the End of 16 Weeks (4-week Post-intervention Period)

    This is a follow up period where participants adherence will be measured in percentage of times pills taken in time or within 90 mins of reminder after being the study for 16 weeks. The information will be based on the real time record of the behavior provided by the electronic pill box.

    Time frame: Week 16

Secondary outcomes

  1. Changes in HIV 1 RNA, QN PCR (Copies/ML)

    HIV RNA (viral load) and HIV disease progression to manage and monitor HIV infection.

    Time frame: End of intervention (Week 12)

  2. Percent Change in CD4 Count From Baseline to Week 12

    CD4 T lymphocyte (CD4) cell count are markers of antiretroviral treatment (ART) responses. Participants will be asked to perform testing including CD4 lymphocyte count at the end of intervention (Week 12). The value is calculated by the percentage of CD4 at Week 12 minus the percentage of CD4 at baseline.

    Time frame: Baseline and End of intervention (Week 12)

  3. Retention in Care

    Participants medical chart review will be reviewed to look at the number of doctor's visit for for the duration of the study (4 months).

    Time frame: up to End of the study (week 16)

07

Results

Posted May 15, 2023

Participant flow

Participants were recruited from two sites--New Haven and Hartford, CT. Recruitment started in June 2017 and concluded in January 1st 2020.

Participant flow — Overall Study
MilestoneNo FeedbackAutomated FeedbackAutomated Feedback + Clinician FeedbackAutomated Feedback + Social Network Feedback
Started19201623
9 participants had complete lab results at 16 weeks1341
57 participants completed 12 weeks15151116
Completed13151217
Not completed6546
Withdrew: Death1000
Withdrew: Lost to follow-up2512
Withdrew: Withdrawal by subject1011
Withdrew: Dropped out after receiving pillbox and phone2023

Outcome measures

PrimaryAdherence to Anti-Retroviral Therapy (ART) at the End of 12-Week Intervention Period

Adherence will be measured in percentage of times pills taken in time or within 90 mins of reminder based on the real time record of the behavior provided by the electronic pill box.

Time frame:
Week 12
Reported as:
Mean · percentage of times pills taken
Adherence to Anti-Retroviral Therapy (ART) at the End of 12-Week Intervention Period
percentage of times pills takenNo FeedbackAutomated FeedbackAutomated Feedback + Clinician FeedbackAutomated Feedback + Social Network Feedback
Adherence to Anti-Retroviral Therapy (ART) at the End of 12-Week Intervention Period91.07 ± 25.5896.00 ± 12.9899.82 ± .6094.81 ± 13.48
PrimaryAdherence to Anti-Retroviral Therapy (ART) at the End of 16 Weeks (4-week Post-intervention Period)

This is a follow up period where participants adherence will be measured in percentage of times pills taken in time or within 90 mins of reminder after being the study for 16 weeks. The information will be based on the real time record of the behavior provided by the electronic pill box.

Time frame:
Week 16
Reported as:
Mean · percentage of times pills taken
Adherence to Anti-Retroviral Therapy (ART) at the End of 16 Weeks (4-week Post-intervention Period)
percentage of times pills takenNo FeedbackAutomated FeedbackAutomated Feedback + Clinician FeedbackAutomated Feedback + Social Network Feedback
Adherence to Anti-Retroviral Therapy (ART) at the End of 16 Weeks (4-week Post-intervention Period)96.31 ± 7.4993.00 ± 25.7692.75 ± 21.5393.24 ± 24.15
SecondaryChanges in HIV 1 RNA, QN PCR (Copies/ML)

HIV RNA (viral load) and HIV disease progression to manage and monitor HIV infection.

Time frame:
End of intervention (Week 12)
Reported as:
Count of participants · Participants
Changes in HIV 1 RNA, QN PCR (Copies/ML)
ParticipantsNo FeedbackAutomated FeedbackAutomated Feedback + Clinician FeedbackAutomated Feedback + Social Network Feedback
Changed to maximum viral suppression022—
Viral load decreased but not achieve max viral suppression002—
Viral load increase331—
No change and remained max suppression543—
No change and remained viral suppression or no viral suppression010—
SecondaryPercent Change in CD4 Count From Baseline to Week 12

CD4 T lymphocyte (CD4) cell count are markers of antiretroviral treatment (ART) responses. Participants will be asked to perform testing including CD4 lymphocyte count at the end of intervention (Week 12). The value is calculated by the percentage of CD4 at Week 12 minus the percentage of CD4 at baseline.

Time frame:
Baseline and End of intervention (Week 12)
Reported as:
Mean · percentage of CD4 (helper cells)
Percent Change in CD4 Count From Baseline to Week 12
percentage of CD4 (helper cells)No FeedbackAutomated FeedbackAutomated Feedback + Clinician FeedbackAutomated Feedback + Social Network Feedback
Percent Change in CD4 Count From Baseline to Week 1227.00 ± 13.3326.09 ± 12.7528.8 ± 9.9630.81 ± 6.56
SecondaryRetention in Care

Participants medical chart review will be reviewed to look at the number of doctor's visit for for the duration of the study (4 months).

Time frame:
up to End of the study (week 16)

No measurements were reported for this outcome.

Adverse events

Collected over Up to 16 weeks. Non-serious events are listed at a 0% frequency threshold.

Adverse event summary by group
GroupDeathsSeriousOther
No Feedback1/19 (5.3%)0/19 (0%)0/19 (0%)
Automated Feedback0/20 (0%)0/20 (0%)0/20 (0%)
Automated Feedback + Clinician Feedback0/16 (0%)0/16 (0%)0/16 (0%)
Automated Feedback + Social Network Feedback0/23 (0%)0/23 (0%)0/23 (0%)

Baseline characteristics

Age, Continuous
Age, Continuous(years)No FeedbackAutomated FeedbackAutomated Feedback + Clinician FeedbackAutomated Feedback + Social Network FeedbackTotal
Mean55.91 ± 7.7054.78 ± 6.8151.45 ± 6.4555.94 ± 6.3554.65 ± 6.95
Sex/Gender, Customized
Sex/Gender, Customized(Participants)No FeedbackAutomated FeedbackAutomated Feedback + Clinician FeedbackAutomated Feedback + Social Network FeedbackTotal
Male12861339
Female799934
Transgender (male to female)03115
Transgender (female to male)00000
Race/Ethnicity, Customized
Race/Ethnicity, Customized(Participants)No FeedbackAutomated FeedbackAutomated Feedback + Clinician FeedbackAutomated Feedback + Social Network FeedbackTotal
White655218
Black1013101750
Hispanic or Puerto Rican321410
Health literacy
Health literacy(units on a scale)No FeedbackAutomated FeedbackAutomated Feedback + Clinician FeedbackAutomated Feedback + Social Network FeedbackTotal
Mean4.04 ± .993.92 ± .923.92 ± .853.86 ± 1.023.93 ± .94
Mental health (CESD-D10)
Mental health (CESD-D10)(units on a scale)No FeedbackAutomated FeedbackAutomated Feedback + Clinician FeedbackAutomated Feedback + Social Network FeedbackTotal
Mean10.89 ± 6.679.80 ± 7.139.56 ± 6.1811.43 ± 7.2010.50 ± 6.77
Alcohol screening AUDIT C
Alcohol screening AUDIT C(units on a scale)No FeedbackAutomated FeedbackAutomated Feedback + Clinician FeedbackAutomated Feedback + Social Network FeedbackTotal
Mean5.50 ± 3.093.46 ± 3.135.10 ± 3.644.00 ± 2.884.45 ± 3.17
Presence of cocaine use disorder
Presence of cocaine use disorder(Participants)No FeedbackAutomated FeedbackAutomated Feedback + Clinician FeedbackAutomated Feedback + Social Network FeedbackTotal
Yes1919162175
No01023
08

Study locations

1 site
  • Yale Clinical Research
    New Haven, Connecticut 06510, United States
09

References and documents

Publications

  • Ranjit YS, Krishnan A, Ghosh D, Cravero C, Zhou X, Altice FL. mHealth Intervention to Improve Treatment Outcomes Among People With HIV Who Use Cocaine: Protocol for a Pilot Randomized Controlled Trial. JMIR Res Protoc. 2022 Mar 7;11(3):e28332. doi: 10.2196/28332. Erratum In: JMIR Res Protoc. 2022 Apr 7;11(4):e37925. doi: 10.2196/37925. PubMed 35254270 ↗

Study documents

  • Protocol and statistical analysis plan · Apr 13, 2020
  • Informed consent form · May 17, 2020

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

Individual participant data

Plan to share: No — All data will be kept confidential.

10

Updates

Tracking since Sep 25, 2026
No changes since tracking began. The registry record was last updated on May 15, 2023, before this site started recording changes on Sep 25, 2026. Its history is on ClinicalTrials.gov ↗
11

Registry details

Key details

Study ID
NCT04418076
Lead sponsor
Yale University
Collaborators
National Institutes of Health (NIH), University at Albany, University of Connecticut, National Institute on Drug Abuse (NIDA)
Responsible party
Sponsor
First posted
Jun 5, 2020
Start date
Jun 8, 2017
Primary completion
Aug 18, 2020
Completion
Aug 18, 2020
Results posted
May 15, 2023
Last update
May 15, 2023

Study contacts

Frederick Altice, M.D., M.A.
principal investigator · Yale University

Oversight

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

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