CClinicalTrials.gg
CompletedNCT01571752Updated Sep 15, 2026

Health Outcomes by Neighborhood - Baltimore

An observational study in Stigma, Activity Space and Social Networks, sponsored by National Institute on Drug Abuse (NIDA). Completed at 1 site in United States. Open to participants aged 18 Years to 100 Years, including healthy volunteers. Per ClinicalTrials.gov, last updated 2026-09-15.

Sponsored by National Institute on Drug Abuse (NIDA) · Observational

Study type
Observational
Model
Ecologic or community
Time perspective
Prospective
Enrollment
1,651
Ages
18 Years to 100 Years
Sex
All
01

Study summary

Background:

- Researchers have been studying patterns of mood and drug use in specific neighborhoods. This study will look at environmental factors that may affect drug use, addiction, and treatment seeking in Baltimore neighborhoods. The results could inform prevention efforts, enhance treatment interventions, and improve substance use outcomes.

Objectives:

- To better understand why some people start to use drugs, why some people who use drugs become addicted, and why some people who become addicted enter treatment.

Eligibility:

- Individuals at least 18 years of age who are living in the neighborhoods participating in the study.

Design:

  • Participants will be screened with a physical exam and medical history. They will be separated into one of four groups: (1) people who do not use drugs, (2) people who have used drugs in the past, (3) people who are using drugs and want treatment, and (4) people who are using drugs and do not want treatment.
  • This study will include two outpatient visits about 12 months apart. Each visit will last about 5 hours. Each study visit may be done in 1 day or in 2 days.
  • At each study visit, participants will provide blood, breath, urine, and saliva samples. They will also have a heart function test and body measurements. They will complete questionnaires about personal and family history.
  • There will be monthly follow-up phone calls between the two visits.
Read the detailed description

Phase B

Background. The reasons for initiation and continuation of use of illicit substances are multifactorial; however, some individuals appear resistant to both. One set of determinants lies in the environment. In ongoing studies, we are examining environmental concomitants of behavior in individuals in drug treatment. In this study, we will examine environmental factors that may impact initiation, addiction, and treatment seeking among the greater population at large (nondrug-users, current opioid/stimulant users, and current marijuana users).

Scientific goals. (1) To assess, cross-sectionally at baseline, differences in stress, social stability, and mental and physical health among three main neighborhood-matched groups of current opioid/stimulant users, current marijuana users, and nondrug users; (2) to assess, longitudinally, mediators of 12-month changes in drug-misuse status in the same three groups; (3) to provide neighborhood-matched control groups of non-drug-using individuals, Unclassified/former drug users, and current opioid/stimulant drug users not seeking treatment for our ongoing environmental studies of individuals in drug treatment; (4) to explore the possible role of genetics and its interplay with environment in regards to drug use initiation, addiction, and treatment seeking among the study groups, (5) to assess EMA reports of drug use and psychosocial stress as well as real-time environmental risk exposure in a non-treatment seeking and/or nondrug using population and compare to our ongoing environmental studies of individuals in drug treatment, (6) to assess the accuracy of stress detection in the lab and the field by the Health Tag.

Participant population. We will enroll 650 participants in Phase B of the study for a total enrollment (Phase A + Phase B + Phase C) of 3000 participants. Target enrollment will include 25% women and 70% minorities (mostly African American).

Experimental design and methods. This is a three-group observational study with a crosssectional component and a longitudinal component: each participant will be assessed in two visits spaced approximately 12 months apart. For participants enrolled in Phase B after January 26, 2021, the interval between the two visits may be shorter than 12 months. The three main groups will be: (1) non-drug-users (NDUs), (2) current opioid/stimulant users [(COSUs) comprised of two subgroups: treatment seeking (COSU-TS) and non treatment seeking (COSU-NTS)], and current marijuana users (CMUs). All groups will be roughly matched for socioeconomic status and neighborhoods of residence. Each participant will attend a 3-5-hour initial study visit and a 3-5-hour 12 month visit #2. The study visits will include a questionnaire component and a biologicalsample component. Questionnaires will cover substance use, stress, social stability (including healthcare access/utilization, and neighborhood environment), physical and mental health (including quality of life, HIV, and trauma). The biological component will consist of samples of urine (for drugs of abuse and cotinine), breath (for alcohol and carbon monoxide). Blood for genetics will be obtained at Visit 1 or Visit 2. The primary outcome measures will be lifetime substance-misuse history (cross-sectional component) and changes in drug-use status across the 12 months between visits (longitudinal component). Secondary outcome measures will include: biological assessments of drug use; medical, psychiatric, social determinants of health; and impulsivity and decision-making factors. Individuals who choose not to return for a 12-month Visit #2 will be asked to complete a 45-minute telephone visit #2. For participants enrolled in Phase B after January 26, 2021, all participants will be asked to complete their visit #2 by telephone only. In the HON EMA/GMA secondary study participants will carry a smartphone for up to 4 weeks after completing Visit 1. Event-triggered entries will be initiated by participants (1) each time that they use a drug (COSU) or marijuana and/or alcohol (NDU, CMU, and Unclassified) and (2) each time they feel overwhelmed, anxious, or stressed more than usual. Participants will also make 5 random-signal-triggered recordings per day and one brief end of day recording. During this study participants will also complete compliance visits once per week. In the Health Tag secondary study, participants will undergo a one-day laboratory session followed by a 30-day field study. Benefits to participants and/or society. There are no benefits to participants. The knowledge gained may benefit society by providing data on the health outcomes of drug-using and non-drugusing individuals and the natural history of drug use by neighborhood.

Risks to participants. This is a minimal-risk study, consisting of standard physical and questionnaire-based assessments.

02

Conditions studied

  • Stigma
  • Activity Space
  • Social Networks
  • HIV Status
  • Drug Abuse/Dependence

Keywords

  • Drug Abuse
  • Ecological Momentary Assessment (EMA)
  • Environment
  • Genetic
  • Longitudinal
  • Natural History
03

In context

Social Stigma

105 studies on the registry are indexed under Social Stigma; 48 are open to participants now.

This study's enrollment of 1,651 is above the median of 213 across 16 observational studies indexed under Social Stigma.

Browse Social Stigma studies →

Lead sponsor

National Institute on Drug Abuse (NIDA) is the lead sponsor of 388 studies on the registry; 19 are open to participants now.

Of its 12 completed or terminated interventional studies of FDA-regulated products, 5 (42%) have results posted.

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

04

Who can participate

Ages eligible
18 Years to 100 Years
Sexes eligible
All
Accepts healthy volunteers
Yes
Sampling method
Non-probability sample

Study population

We will enroll 650 participants in Phase B of the study for a total enrollment (Phase A + Phase B + Phase C) of 3000 participants. Target enrollment will include 25% women and 70% minorities (mostly African-American).

Inclusion criteria

The enrollment target in Phase B is 650 community-dwelling individuals (at least 325 of whom we anticipate will provide 12-month Visit #2 data in our 3 main study groups). Enrollment for Phase A + Phase B + Phase C =3000.

  • Age at least 18 years. Rationale: Children under 18 will not be included because many of the measures to be administered in this study are not validated for use with children. Furthermore, the research question under investigation is the drug trajectories of adults, over the age of 18. However, there is no intervention in this study that is contraindicated for older adults, and given that addiction in the elderly is understudied, it is important to include elderly individuals.
  • Residence in Baltimore city or one of the surrounding counties. Rationale: Our current geographic mapping technology currently only includes these areas.

Exclusion criteria

EXCLUSION CRITERIA:

-Inability to provide informed consent.

05

Study design

Observational model
Ecologic or community
Time perspective
Prospective
Enrollment
1,651 participants (actual)

Groups and cohorts

  • CMU

    Current marijuana users

  • Cohort 1 - NIH Negative

    HIV negative adults

  • Cohort 1- HIV Positive

    HIV positive adults

  • Cohort 2 Seeds-Wave 0

    HIV positive adults

  • Cohort 2 Wave 1

    HIV negative adults or HIV positive adults

  • Cohort 2 Wave 2

    HIV negative adults or HIV positive adults

  • COSU

    Current opioid/stimulant users

  • COSU-NTS

    Non-treatment seekers

  • COSU-TS

    Treatment seekers

  • NDU

    Non-drug-users

  • Unclassified
06

What researchers measure

Primary outcomes

  1. We will examine environmental factors that may impact initiation, addiction, and treatment seeking among the greater population at large (non-drug-users, current opioid/stimulant users, and current marijuana users)

    The primary outcome measures will be lifetime substance-misuse history (cross-sectional component) and changes in drug-use status across the 12 months between visits (longitudinal component)

    Time frame: 12 months

  2. To provide neighborhood-matched control groups of non-drug-using individuals, Unclassified/former drug users, and current opioid/stimulant drug users not seeking treatment

    The primary outcome measures will be lifetime substance-misuse history (cross-sectional component) and changes in drug-use status across the 12 months between visits (longitudinal component)

    Time frame: 12 months

  3. To explore the possible role of genetics and its interplay with environment in regards to drug use initiation, addiction, and treatment seeking among the study groups

    The primary outcome measures will be lifetime substance-misuse history (cross-sectional component) and changes in drug-use status across the 12 months between visits (longitudinal component)

    Time frame: 12 months

  4. To assess, longitudinally, mediators of 12-month changes in drug-misuse status in the same three groups

    The primary outcome measures will be lifetime substance-misuse history (cross-sectional component) and changes in drug-use status across the 12 months between visits (longitudinal component)

    Time frame: 12 months

  5. To assess the accuracy of stress detection in the lab and the field by the Health Tag

    The primary outcome measures will be lifetime substance-misuse history (cross-sectional component) and changes in drug-use status across the 12 months between visits (longitudinal component)

    Time frame: 12 months

  6. To assess EMA reports of drug use and psychosocial stress as well as real-time environmental risk exposure in a non-treatment seeking and/or nondrug using population

    The primary outcome measures will be lifetime substance-misuse history (cross-sectional component) and changes in drug-use status across the 12 months between visits (longitudinal component)

    Time frame: 12 months

Secondary outcomes

  1. Random-signal-triggered recordings

    Secondary outcome measures will include: biological assessments of drug use; medical, psychiatric, social determinants of health; and impulsivity and decision-making factors

    Time frame: Daily

  2. One-day laboratory session

    Secondary outcome measures will include: biological assessments of drug use; medical, psychiatric, social determinants of health; and impulsivity and decision-making factors

    Time frame: Once

  3. Clinic Compliance Visit

    Secondary outcome measures will include: biological assessments of drug use; medical, psychiatric, social determinants of health; and impulsivity and decision-making factors

    Time frame: Weekly

  4. Brief end of day recording

    Secondary outcome measures will include: biological assessments of drug use; medical, psychiatric, social determinants of health; and impulsivity and decision-making factors

    Time frame: Daily

  5. 30-day field study

    Secondary outcome measures will include: biological assessments of drug use; medical, psychiatric, social determinants of health; and impulsivity and decision-making factors

    Time frame: post-30 day

07

Study locations

1 site
  • National Institute on Drug Abuse
    Baltimore, Maryland 21224, United States
08

References and documents

Publications

  • Panlilio LV, Preston KL, Bertz JW, Moran LM, Tyburski M, Hertzel SK, Husami S, Adan F, Epstein DH, Phillips KA. Objective Neighborhood-Level Disorder Versus Subjective Safety as Predictors of HIV Transmission Risk and Momentary Well-Being. AIDS Behav. 2024 Oct;28(10):3326-3337. doi: 10.1007/s10461-024-04413-z. Epub 2024 Jul 4. PubMed 38965184 ↗
  • Moran LM, Panlilio LV, Hertzel SK, Bertz JW, Tyburski M, Etter JR, Epstein DH, Preston KL, Phillips KA. Health Outcomes by Neighborhood (HON): Effects of Neighborhood, Social Instability, and Health Factors on 12-Month Trajectories of Substance-Use Disorder Symptoms. Subst Use Misuse. 2023;58(12):1460-1472. doi: 10.1080/10826084.2023.2223258. Epub 2023 Jun 28. PubMed 37380598 ↗
  • Stull SW, Panlilio LV, Moran LM, Schroeder JR, Bertz JW, Epstein DH, Preston KL, Phillips KA. The chippers, the quitters, and the highly symptomatic: A 12-month longitudinal study of DSM-5 opioid- and cocaine-use problems in a community sample. Addict Behav. 2019 Sep;96:183-191. doi: 10.1016/j.addbeh.2019.04.030. Epub 2019 Apr 29. PubMed 31108264 ↗
09

Updates

Tracking since Sep 25, 2026
No changes since tracking began. The registry record was last updated on Sep 15, 2026, before this site started recording changes on Sep 25, 2026. Its history is on ClinicalTrials.gov ↗
10

Registry details

Key details

Study ID
NCT01571752
Lead sponsor
National Institute on Drug Abuse (NIDA)
Responsible party
Sponsor
First posted
Apr 5, 2012
Start date
Jul 17, 2012
Last update
Sep 15, 2026

Study contacts

Lorenzo Leggio, M.D.
principal investigator · National Institute on Drug Abuse (NIDA)

Oversight

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

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This study is completed, as verified in Sep 2026. You cannot join it, but the record below documents what was studied.

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