ORIGINAL RESEARCH
Measuring recovery in opioid use disorder: clinical
utility and psychometric properties of the
Treatment Effectiveness Assessment
This article was published in the following Dove Press journal:
Substance Abuse and Rehabilitation
Walter Ling
1
Vijay R Nadipelli
2
Caitlyn T Solem
3
David Farabee
1, 4
Naoko A Ronquest
2
Brian Perrochet
1, 5
Susan M Learned
6
Chinmay G Deshpande
3
Christian Heidbreder
7
1
UCLA Department of Family Medicine,
Center for Behavioral and Addiction
Medicine, Los Angeles, CA, USA;
2
Global
Health Economics and Outcomes
Research, Indivior Inc, Richmond, VA,
USA;
3
Patient-centered outcomes Center
of Excellence, Pharmerit International,
Bethesda, ML, USA;
4
Department of
Population Health, School of Medicine,,
New York, NY, USA;
5
Marron Institute of
Urban Management, Marron Institute,
New York University, New York, NY,
USA;
6
Global Medicines Development,
Indivior Inc, Richmond, VA, USA;
7
Global
Research and Development, Indivior Inc,
Richmond, VA, USA
Purpose: The Treatment Effectiveness Assessment (TEA) is a patient-centered instrument
for evaluating treatment progress and recovery from substance use disorders, including
opioid use disorder (OUD). We assessed the TEA ’ s reliability and validity and determined
minimal clinically important differences (MIDs) in participants with moderate to severe
OUD.
Patients and methods: The TEA measures change in four single-item domains (substance
use, health, lifestyle, community involvement) from treatment initiation across the duration
of a treatment program. Self-reported responses range from 1 (“none or not much”) to 10
(“much better”) with items summed to a total score ranging from 4–40. We assessed floor
and ceiling effects, internal consistency, test-retest reliability, known-groups validity
(ANOVA stratified by current health status [36-Item Short Form Health Survey item 1]),
convergent/divergent validity, and MIDs using data from a phase 3, open-label clinical trial
of buprenorphine extended-release monthly injection for subcutaneous use (BUP-XR).
Participants with OUD completed the TEA at screening and before monthly injections for
up to 12 months.
Results: Among 410 participants (mean age 38 years; 64% male), the mean baseline (pre-
injection 1) TEA total score was 25.4 (SD 9.7), with <10% of participants at the measure
floor and 10%–20% at the ceiling across domains. Internal consistency was high (Cronbach’ s
α=0.90), with marginal test-retest reliability (intraclass correlation coefficient =0.69). Mean
TEA total score consistently increased from baseline (n=410; mean 25.4 [SD 9.7]) to end of
study (n=337; 35.0 [6.7]) and differentiated between current health status groups (P<0.001);
it was weakly correlated with other measures of health-related quality of life/severity. MIDs
ranged from 5–8 for the TEA total score across anchor- and distribution-based approaches.
Conclusion: The TEA exhibited acceptable reliability and validity in a cohort of partici-
pants with moderate to severe OUD treated with BUP-XR. Given its brevity and psycho-
metric properties, the TEA is a promising tool for use in clinical practice and research.
Keywords: Treatment Effectiveness Assessment, TEA, opioid use disorder, patient-reported
outcomes, addiction, psychometrics
Introduction
Most studies evaluating the treatment of substance use disorders (SUDs), including
opioid use disorder (OUD), focus on measuring retention and abstinence, paying
little attention to recovery. Retention and abstinence alone may not adequately
describe a person’ s recovery journey toward regaining and maintaining a mean-
ingful and useful life.
1,2
Tools clinicians can use to easily measure gains in life
Correspondence: Walter Ling
UCLA Department of Family Medicine,
Center for Behavioral & Addiction
Medicine, 16556 Park Lane Circle, Los
Angeles, CA 90049, USA
Tel +1 310 993 8111; +1 310 476 6940
Email lwalter@ucla.edu
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