Evaluating the Generalizability of Substance Use Treatment Outcomes at One-Month Follow-Ups Using Data From a Random Sample of Discharged Patients at a Single US-Based Treatment Center

There is a dearth of research that evaluates the generalizability of substance use disorder treatment outcomes. We assess one-month follow-up survey results and evaluate generalizability of outcomes for individuals randomly selected after discharge from a non-profit treatment center. The sample consisted of discharged patients (N = 6771). Follow-up measures were: alcohol/drug abstinence, self-reported health, quality of life, peer-recovery group attendance, follow-up treatment receipt, medication use, and craving. Descriptive and logistic regression analyses compared patients who were randomly selected to those not selected, and follow-up respondents to non-respondents; 10 measures (demographic, treatment- and diagnosis-related measures) were used to assess selection and nonresponse. A survey weight was generated that accounted for selection, and response/attrition. Outcomes were estimated using weights, and these estimates were compared to unweighted values. Weighted abstinence rate one month after treatment was 76.4% (95% CI = 74.4%, 78.4%); unweighted rate was 78.2% (95% CI = 76.4%, 79.9%). Eight out of the 10 measures used to assess survey response significantly predicted response. All 6 outcome measures were statistically similar across weighted and unweighted analyses. One-month follow-up results were representative of daily discharged population at a single US-based treatment center. Centers should use sampling designs that ensure generalizability and provide full methodological details when reporting follow-up measures.

Authors

Institutions

Publication Details

Journal
Evaluation & the Health Professions
Published
2026-09-22
DOI
https://doi.org/10.1177/01632787261484629
Primary Topic
Substance Abuse Treatment and Outcomes
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
article

Evaluating the Generalizability of Substance Use Treatment Outcomes at One-Month Follow-Ups Using Data From a Random Sample of Discharged Patients at a Single US-Based Treatment Center

Quyen Ngo, Kaitlyn Mishlen, Jermaine D. Jones, Michael J. Parks et al.
Evaluation & the Health Professions
Substance Abuse Treatment and Outcomes
article

Evaluating the Generalizability of Substance Use Treatment Outcomes at One-Month Follow-Ups Using Data From a Random Sample of Discharged Patients at a Single US-Based Treatment Center

Quyen Ngo, Kaitlyn Mishlen, Jermaine D. Jones, Michael J. Parks, Paulette Baukol, Tara Cantwell
article en

Abstract

There is a dearth of research that evaluates the generalizability of substance use disorder treatment outcomes. We assess one-month follow-up survey results and evaluate generalizability of outcomes for individuals randomly selected after discharge from a non-profit treatment center. The sample consisted of discharged patients (N = 6771). Follow-up measures were: alcohol/drug abstinence, self-reported health, quality of life, peer-recovery group attendance, follow-up treatment receipt, medication use, and craving. Descriptive and logistic regression analyses compared patients who were randomly selected to those not selected, and follow-up respondents to non-respondents; 10 measures (demographic, treatment- and diagnosis-related measures) were used to assess selection and nonresponse. A survey weight was generated that accounted for selection, and response/attrition. Outcomes were estimated using weights, and these estimates were compared to unweighted values. Weighted abstinence rate one month after treatment was 76.4% (95% CI = 74.4%, 78.4%); unweighted rate was 78.2% (95% CI = 76.4%, 79.9%). Eight out of the 10 measures used to assess survey response significantly predicted response. All 6 outcome measures were statistically similar across weighted and unweighted analyses. One-month follow-up results were representative of daily discharged population at a single US-based treatment center. Centers should use sampling designs that ensure generalizability and provide full methodological details when reporting follow-up measures.

Evaluation & the Health Professions
Ford Foundation (US), Hazelden Betty Ford Graduate School of Addiction Studies (US)
Good health and well-being
Openalex Percentile: Top 10%
Substance Abuse Treatment and Outcomes
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Evaluating the Generalizability of Substance Use Treatment Outcomes at One-Month Follow-Ups Using Data From a Random Sample of Discharged Patients at a Single US-Based Treatment Center — Quyen Ngo, Kaitlyn Mishlen, et al. · Evaluation & the Health Professions (2026) | TGRS Research Map | TGRS