Smartphones for Opiate Addiction Recovery (SOAR)

February 24, 2026 updated by: NYU Langone Health
Treatments for opioid addiction exist, but effectiveness is compromised when subjects use illicit opiates during treatment. Reuse rates during treatment can be high, and reducing illicit opiate use during treatment has thus recently become a major NIDA policy goal. The 5-minute battery indicates the numerical probability that a patient will reuse illicit opiates within the next 7-10 days.

Study Overview

Status

Status

Indicates the current recruitment status or the expanded access status.
Recruiting

Conditions

Conditions

The disease, disorder, syndrome, illness, or injury that is being studied. On ClinicalTrials.gov, conditions may also include other health-related issues, such as lifespan, quality of life, and health risks.

Intervention / Treatment

Intervention / Treatment

A process or action that is the focus of a clinical study. Interventions include drugs, medical devices, procedures, vaccines, and other products that are either investigational or already available. Interventions can also include noninvasive approaches, such as education or modifying diet and exercise.

Detailed Description

The primary goal in this mid-scale clinical trial is to test the hypothesis that clinicians who use the output of the mobile system to adjust buprenorphine and methadone dosing achieve lower opiate reuse rates than physicians who provide care-as-usual. The secondary goal is to examine the usability and desirability of this solution for clinicians with an eye to usability and large-scale deployment. The third and final goal is to measure the cost-effectiveness of this solution from multiple perspectives. If successful it will be possible to employ an algorithmic and measurement-based approach to OUD treatment with methadone and buprenorphine which reduces reuse rates and relapse rates amongst OUD patients.

Study Type

Study Type

Describes the nature of a clinical study. Study types include interventional studies (also called clinical trials), observational studies (including patient registries), and expanded access.
Interventional

Enrollment (Estimated)

Enrollment

The number of participants in a clinical study. The "anticipated" enrollment is the target number of participants that the researchers need for the study.
225

Phase

Phase

The stage of a clinical trial studying a drug or biological product, based on definitions developed by the U.S. Food and Drug Administration (FDA). The phase is based on the study's objective, the number of participants, and other characteristics. There are five phases: Early Phase 1 (formerly listed as Phase 0), Phase 1, Phase 2, Phase 3, and Phase 4. Not Applicable is used to describe trials without FDA-defined phases, including trials of devices or behavioral interventions.
  • Phase 3

Contacts and Locations

This section provides the contact details for those conducting the study, and information on where this study is being conducted.

Study Contact

Study Contact

The name and contact information for the person who can answer enrollment questions for a clinical study. Each location where the study is being conducted may also have a specific contact, who may be better able to answer those questions.

Study Locations

  • United States
    • New Jersey
      • Piscataway, New Jersey, United States, 08854
        • Not yet recruiting
        • Rutgers University
        • Contact:
        • Principal Investigator:
          • Anna Konova, MD
    • New York
      • New York, New York, United States, 10016
        • Recruiting
        • NYU Langone
        • Principal Investigator:
          • Stephen Ross, MD
        • Contact:

Participation Criteria

Researchers look for people who fit a certain description, called eligibility criteria. Some examples of these criteria are a person's general health condition or prior treatments.

Eligibility Criteria

Eligibility Criteria

The key requirements that people who want to participate in a clinical study must meet or the characteristics they must have. Eligibility criteria consist of both inclusion criteria (which are required for a person to participate in the study) and exclusion criteria (which prevent a person from participating). Types of eligibility criteria include whether a study accepts healthy volunteers, has age or age group requirements, or is limited by sex.

Ages Eligible for Study

18 years to 85 years (Adult, Older Adult)

Accepts Healthy Volunteers

No

Description

Inclusion Criteria:

Patients:

  • Meet DSM-5 criteria for opioid-use disorder (heroin and/or prescription opioids);
  • Have entered, or expressed a clear intention to enter, an OUD treatment program that prescribes either methadone or buprenorphine
  • Any gender;
  • 18 years of age and older;
  • Have used opioids other than as specifically prescribed within thirty days prior to consent;
  • In good-enough general health;
  • Capacity to provide written informed consent as assessed by our Subject Comprehension Assessment Tool(subjects lacking the ability to consent will not be enrolled) ;
  • Able to speak English sufficiently to understand the study procedures and provide written informed consent to participate in the study.

Study-Physician Participants.

  • Licensed MD employed by the respective site, or at a clinical partner of the respective site, where they will act as participants and be part of the treatment team
  • Currently practicing in the treatment of OUD with either Buprenorphine or Methadone;
  • Able to speak, read, and write English fluently and to provide informed consent in English

Clinician Participants.

  • Licensed MSW, NP, or MD; who are not part of any treatment team within the study and may be employees of their respective sites or other treatment facilities.
  • Currently practicing in the treatment of OUD with either Buprenorphine or Methadone;
  • Able to speak, read, and write English fluently and to provide informed consent in English

Exclusion Criteria:

Patients:

  • Serious medical, psychiatric or non-opioid substance use disorder that, in the opinion of a study physician, would make study participation hazardous to the participant or compromise study findings or would prevent the participant from completing the study. Examples include: (a) Disabling or terminal medical illness (e.g., uncompensated heart failure, cirrhosis or end-stage liver disease) as assessed by medical history, review of systems, physical exam and/or laboratory assessments;
  • Severe, untreated or inadequately treated mental disorder (e.g., active psychosis, uncontrolled manic-depressive illness) as assessed by history and/or clinical interview;
  • Current severe alcohol, benzodiazepine, or other depressant or sedative hypnotic use likely to require a complicated medical detoxification (routine alcohol and sedative detoxifications may be included);
  • Suicidal or homicidal ideation that requires immediate attention;
  • Presence of pain of sufficient severity as to require ongoing pain management with opioids;
  • Pending legal action or other reasons that might prevent an individual from completing the study.
  • Pregnancy as assessed by urine pregnancy testing
  • Breastfeeding of infants, as assessed by self-report.
  • Prisoners, as defined by OHRP, are excluded from participation in the study.
  • Individuals receiving residential court-ordered substance abuse treatment.

Study-Physician Participants.

  • none

Clinician Participants.

  • none

Study Plan

This section provides details of the study plan, including how the study is designed and what the study is measuring.

How is the study designed?

Design Details

  • Primary Purpose: Treatment
  • Allocation: Randomized
  • Interventional Model: Factorial Assignment
  • Masking: None (Open Label)

Arms and Interventions

Participant Group / Arm

Participant Group / Arm

A group or subgroup of participants in a clinical trial that receives a specific intervention/treatment, or no intervention, according to the trial's protocol.
Intervention / Treatment

Intervention / Treatment

A process or action that is the focus of a clinical study. Interventions include drugs, medical devices, procedures, vaccines, and other products that are either investigational or already available. Interventions can also include noninvasive approaches, such as education or modifying diet and exercise.
No Intervention: Treatment-as-Usual
Participants will receive the same treatment as if they had not joined the study
Experimental: Smartphone with dose changes after using
Participants will have an app installed on their phone and have to complete a brief questionnaire and some days play a 2-4 minute game.
Other: Smartphone app
SOAR (Smartphones for Opioid Addiction Recovery) system (battery + platform) as a tool for adjusting MOUD dosages to reduce treatment dropout.
Experimental: Smartphone with dose changes before using
Participants will have an app installed on their phone and have to complete a brief questionnaire and some days to play a 2-4 minute game.
Other: Smartphone app
SOAR (Smartphones for Opioid Addiction Recovery) system (battery + platform) as a tool for adjusting MOUD dosages to reduce treatment dropout.
Experimental: Focus group with Study Physicans
Study physicians asked to participate in a focus group session or 1:1 interviews if unable to attend the focus group during year one of the study and once annually towards the end of years 2, 3, 4, and 5 of the study
Other: Smartphone app
SOAR (Smartphones for Opioid Addiction Recovery) system (battery + platform) as a tool for adjusting MOUD dosages to reduce treatment dropout.
Experimental: Focus group with Clinicians
Clinicians asked to participate in a 1:1 interview and a separate focus group at roughly the same time. Prior to the first structured interview with our study team, you will participate in a 1-hour training and familiarization session with the SOAR system using synthetic or training data.
Other: Smartphone app
SOAR (Smartphones for Opioid Addiction Recovery) system (battery + platform) as a tool for adjusting MOUD dosages to reduce treatment dropout.

What is the study measuring?

Primary Outcome Measures

Primary Outcome Measures

In a clinical study's protocol, the planned outcome measure that is the most important for evaluating the effect of an intervention/treatment. Most clinical studies have one primary outcome measure, but some have more than one.
Outcome Measure
Measure Description
Time Frame
Proportion of patients will reduce illicit substance reuse rates with PREDICTIVE-DOSING relative to treatment as usual (TAU).
Time Frame: 1 month visit, 3 months visit, 6 months visit
This is measured by collecting one salivary drug test every two weeks in addition to any drug testing they may complete as part of their clinical treatment. Once saliva samples are obtained they will be aggregated and sent weekly for analysis by mass spectrometry. The primary outcome from these data will be the number of toxicology tests positive for illicit opioids. These data are count in nature and truncated at both 0 and 12.
1 month visit, 3 months visit, 6 months visit

Secondary Outcome Measures

Secondary Outcome Measures

In a clinical study's protocol, a planned outcome measure that is not as important as the primary outcome measure for evaluating the effect of an intervention but is still of interest. Most clinical studies have more than one secondary outcome measure.
Outcome Measure
Measure Description
Time Frame
To assess the impact of POSTUSE-DOSING on reuse rates relative to TAU
Time Frame: 1 month visit, 3 months visit, 6 months visit
This will be measured through self reports through the smartphone and assessed by randomly scheduled, remote drug screens with saliva samples.
1 month visit, 3 months visit, 6 months visit

Collaborators and Investigators

This is where you will find people and organizations involved with this study.

Sponsor

Sponsor

The organization or person who initiates the study and who has authority and control over the study.
NYU Langone Health

Investigators

Investigators

A researcher involved in a clinical study. Related terms include site principal investigator, site sub-investigator, study chair, study director, and study principal investigator.
  • Principal Investigator: Stephen Ross, MD, NYU Langone Health

Study record dates

These dates track the progress of study record and summary results submissions to ClinicalTrials.gov. Study records and reported results are reviewed by the National Library of Medicine (NLM) to make sure they meet specific quality control standards before being posted on the public website.

Study Major Dates

Study Start (Actual)

Study Start

The actual date on which the first participant was enrolled in a clinical study. The "anticipated" study start date is the date that the researchers think will be the study start date.
November 1, 2021

Primary Completion (Estimated)

Primary Completion

The date on which the last participant in a clinical study was examined or received an intervention to collect final data for the primary outcome measure. Whether the clinical study ended according to the protocol or was terminated does not affect this date. For clinical studies with more than one primary outcome measure with different completion dates, this term refers to the date on which data collection is completed for all the primary outcome measures. The "anticipated" primary completion date is the date that the researchers think will be the primary completion date for the study.
May 31, 2027

Study Completion (Estimated)

Study Completion

The date on which the last participant in a clinical study was examined or received an intervention/treatment to collect final data for the primary outcome measures, secondary outcome measures, and adverse events (that is, the last participant's last visit). The "anticipated" study completion date is the date that the researchers think will be the study completion date.
May 31, 2027

Study Registration Dates

First Submitted

First Submitted

The date on which the study sponsor or investigator first submitted a study record to ClinicalTrials.gov. There is typically a delay of a few days between the first submitted date and the record's availability on ClinicalTrials.gov (the first posted date).
August 27, 2021

First Submitted That Met QC Criteria

First Submitted That Met QC Criteria

The date on which the study sponsor or investigator first submits a study record that is consistent with National Library of Medicine (NLM) quality control (QC) review criteria. The sponsor or investigator may need to revise and submit a study record one or more times before NLM's QC review criteria are met. It is the responsibility of the sponsor or investigator to ensure that the study record is consistent with the NLM QC review criteria.
August 27, 2021

First Posted (Actual)

First Posted

The date on which the study record was first available on ClinicalTrials.gov after National Library of Medicine (NLM) quality control (QC) review has concluded. There is typically a delay of a few days between the date the study sponsor or investigator submitted the study record and the first posted date.
September 2, 2021

Study Record Updates

Last Update Posted (Actual)

Last Update Posted

The most recent date on which changes to a study record were made available on ClinicalTrials.gov. There may be a delay between when the changes were submitted to ClinicalTrials.gov by the study's sponsor or investigator (the last update submitted date) and the last update posted date.
February 27, 2026

Last Update Submitted That Met QC Criteria

Last Update Submitted That Met QC Criteria

The most recent date on which the study sponsor or investigator submitted changes to a study record that are consistent with National Library of Medicine (NLM) quality control (QC) review criteria. It is the responsibility of the sponsor or investigator to ensure that the study record is consistent with the NLM QC review criteria.
February 24, 2026

Last Verified

Last Verified

The most recent date on which the study sponsor or investigator confirmed the information about a clinical study on ClinicalTrials.gov as accurate and current. If a study with a recruitment status of recruiting; not yet recruiting; or active, not recruiting has not been confirmed within the past 2 years, the study's recruitment status is shown as unknown.
February 1, 2026

More Information

Terms related to this study

Additional Relevant MeSH Terms

Other Study ID Numbers

Other Study ID Numbers

Identifiers or ID numbers other than the NCT number that are assigned to a clinical study by the study's sponsor, funders, or others. These numbers may include unique identifiers from other trial registries and National Institutes of Health grant numbers.
  • 21-00340

Plan for Individual participant data (IPD)

Plan to Share Individual Participant Data (IPD)?

YES

IPD Plan Description

Individual participant data that underlie the results reported in this article, after deidentification (text, tables, figures, and appendices).

IPD Sharing Time Frame

Beginning 9 months and ending 36 months following article publication or as required by a condition of awards and agreements supporting the research.

IPD Sharing Access Criteria

Researchers who provide a methodologically sound proposal. Upon reasonable request. Requests should be directed to Paul.glimcher@nyulangone.org To gain access, data requestors will need to sign a data access agreement.

IPD Sharing Supporting Information Type

  • STUDY_PROTOCOL
  • SAP
  • ICF

Drug and device information, study documents

Studies a U.S. FDA-regulated drug product

No

Studies a U.S. FDA-regulated device product

No

This information was retrieved directly from the website clinicaltrials.gov without any changes. If you have any requests to change, remove or update your study details, please contact register@clinicaltrials.gov. As soon as a change is implemented on clinicaltrials.gov, this will be updated automatically on our website as well.

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