Brief Intervention for Problem Drug Use in Safety-Net Primary Care Settings: A Randomized Clinical Trial
Open accessAbstract
IMPORTANCE: Although brief intervention is effective for reducing problem alcohol use, few data exist on its effectiveness for reducing problem drug use, a common issue in disadvantaged populations seeking care in safety-net medical settings (hospitals and community health clinics serving low-income patients with limited or no insurance). OBJECTIVE: To determine whether brief intervention improves drug use outcomes compared with enhanced care as usual. DESIGN, SETTING, AND PARTICIPANTS: A randomized clinical trial with blinded assessments at baseline and at 3, 6, 9, and 12 months conducted in 7 safety-net primary care clinics in Washington State. Of 1621 eligible patients reporting any problem drug use in the past 90 days, 868 consented and were randomized between April 2009 and September 2012. Follow-up participation was more than 87% at all points. INTERVENTIONS: Participants received a single brief intervention using motivational interviewing, a handout and list of substance abuse resources, and an attempted 10-minute telephone booster within 2 weeks (n = 435) or enhanced care as usual, which included a handout and list of substance abuse resources (n = 433). MAIN OUTCOMES AND MEASURES: The primary outcomes were self-reported days of problem drug use in the past 30 days and Addiction Severity Index-Lite (ASI) Drug Use composite score. Secondary outcomes were admission to substance abuse treatment; ASI composite scores for medical, psychiatric, social, and legal domains; emergency department and inpatient hospital admissions, arrests, mortality, and human immunodeficiency virus risk behavior. RESULTS: Mean days used of the most common problem drug at baseline were 14.40 (SD, 11.29) (brief intervention) and 13.25 (SD, 10.69) (enhanced care as usual); at 3 months postintervention, means were 11.87 (SD, 12.13) (brief intervention) and 9.84 (SD, 10.64) (enhanced care as usual) and not significantly different (difference in differences, β = 0.89 [95% CI, -0.49 to 2.26]). Mean ASI Drug Use composite score at baseline was 0.11 (SD, 0.10) (brief intervention) and 0.11 (SD, 0.10) (enhanced care as usual) and at 3 months was 0.10 (SD, 0.09) (brief intervention) and 0.09 (SD, 0.09) (enhanced care as usual) and not significantly different (difference in differences, β = 0.008 [95% CI, -0.006 to 0.021]). During the 12 months following intervention, no significant treatment differences were found for either variable. No significant differences were found for secondary outcomes. CONCLUSIONS AND RELEVANCE: A one-time brief intervention with attempted telephone booster had no effect on drug use in patients seen in safety-net primary care settings. This finding suggests a need for caution in promoting widespread adoption of this intervention for drug use in primary care. TRIAL REGISTRATION: clinicaltrials.gov Identifier: NCT00877331.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
0 of 30 cited sources checked · 0 supported · 0 flagged
- Findingown data
GEE analyses found no significant treatment difference over 12 months in the ASI Drug Use composite (β = 0.005, 95% CI -0.005 to 0.016).
“Generalized estimating equation analyses confirmed that there were no significant treatment differences during 12 months postintervention in either days of drug use (odds ratio, 1.20 [95% CI, 0.96 to 1.50]) or the ASI Drug Use composite (β = 0.005 [95% CI, –0.005 to 0.016]).”
Quote in the paperSubstantial claim - Findingown data
The intervention had no significant effect on any secondary outcome, including admission to chemical dependency treatment.
“There were no significant intervention effects on any secondary outcomes, including admission to chemical dependency treatment.”
Quote in the paperSubstantial claim - Findingown data
The difference-in-differences estimate for days of drug use at 3 months was not statistically significant (β = 0.89, 95% CI -0.49 to 2.26).
“Acute treatment differences based on difference in differences revealed no significant differences in either days of drug use (β = 0.89 [95% CI, –0.49 to 2.26]) or ASI Drug Use composite (β = 0.008 [95% CI, –0.006 to 0.021]).”
Quote in the paperSubstantial claim - Findingown data
GEE analyses found no significant treatment difference over 12 months in days of drug use (OR 1.20, 95% CI 0.96-1.50).
“Generalized estimating equation analyses confirmed that there were no significant treatment differences during 12 months postintervention in either days of drug use (odds ratio, 1.20 [95% CI, 0.96 to 1.50]) or the ASI Drug Use composite (β = 0.005 [95% CI, –0.005 to 0.016]).”
Quote in the paperSubstantial claim - Findingown data
The difference-in-differences estimate for the ASI Drug Use composite at 3 months was not statistically significant (β = 0.008, 95% CI -0.006 to 0.021).
“Acute treatment differences based on difference in differences revealed no significant differences in either days of drug use (β = 0.89 [95% CI, –0.49 to 2.26]) or ASI Drug Use composite (β = 0.008 [95% CI, –0.006 to 0.021]).”
Quote in the paperSubstantial claim
- Findingown data
In exploratory analyses, baseline drug use severity significantly moderated the intervention effect on admission to treatment and emergency department use.
“However, in exploratory effect modification analyses of secondary outcomes, drug use severity significantly moderated intervention effects on both admission to treatment and emergency department use.”
Quote in the paperNot a substantial claim - Findingown data
The study sample had a high rate of comorbid mental illness.
“Third, the sample had a high rate of comorbid mental illness, which is known to be associated with poorer substance use outcomes.37”
Quote in the paperSubstantial claim - Premisecitation
National dissemination programs of screening, brief intervention, and referral to treatment for alcohol and drugs have been implemented widely.
“national dissemination programs of screening, brief intervention, and referral to treatment (SBIRT) for “alcohol and drugs” have been implemented on a widespread scale.3,4”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [3] Substance Abuse and Mental Health Services Administration (SAMHSA) Screening, Brief Intervention, Referral and Treatment (SBIRT). SAMHSA website 4 2014 http://beta.samhsa.gov/sbirt July 2, 2014
Not checked in the free run.
- cites [4] Babor TF McRee BG Kassebaum PA Grimaldi PL Ahmed K Bray J Screening, Brief Intervention, and Referral to Treatment (SBIRT): toward a public health approach to the management of substance abuse. Subst Abus 2007 28 3 7 30 18077300
Not checked in the free run.
- Premisecitation
Brief interventions of 1-2 sessions are effective for reducing hazardous alcohol use in patients seen in medical settings.
“Based on the established efficacy of brief (1-2 sessions) interventions for hazardous alcohol use in patients seen in medical settings,1,2”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [1] Kaner EF Beyer F Dickinson HO Effectiveness of brief alcohol interventions in primary care populations. Cochrane Database Syst Rev 2007 2 CD004148 17443541
Not checked in the free run.
- cites [2] Bertholet N Daeppen JB Wietlisbach V Fleming M Burnand B Reduction of alcohol consumption by brief alcohol intervention in primary care: systematic review and meta-analysis. Arch Intern Med 2005 165 9 986 995 15883236
Not checked in the free run.
- Premisecitation
There are few data on the effectiveness of brief intervention for reducing problem drug use.
“Although brief intervention is effective for reducing problem alcohol use, few data exist on its effectiveness for reducing problem drug use, a common issue in disadvantaged populations seeking care in safety-net medical settings”
- Also stated in: § CONCLUSIONS AND RELEVANCE · plain
“This rapid adoption of brief intervention for drugs other than alcohol has outstripped its meager evidence base.”
Quote in the paperSubstantial claim0 of 4 sources checked- cites [5] Otto C Crackau B Löhrmann I Brief intervention in general hospital for problematic prescription drug use: 12-month outcome. Drug Alcohol Depend 2009 105 3 221 226 19726140
Not checked in the free run.
- cites [6] Zahradnik A Otto C Crackau B Randomized controlled trial of a brief intervention for problematic prescription drug use in non-treatment-seeking patients. Addiction 2009 104 1 109 117 19133895
Not checked in the free run.
- cites [7] Bernstein J Bernstein E Tassiopoulos K Heeren T Levenson S Hingson R Brief motivational intervention at a clinic visit reduces cocaine and heroin use. Drug Alcohol Depend 2005 77 1 49 59 15607841
Not checked in the free run.
- cites [8] Humeniuk R Ali R Babor T A randomized controlled trial of a brief intervention for illicit drugs linked to the Alcohol, Smoking and Substance Involvement Screening Test (ASSIST) in clients recruited from primary health-care settings in four countries. Addiction 2012 107 5 957 966 22126102
Not checked in the free run.
- Also stated in: § CONCLUSIONS AND RELEVANCE · plain
- Premisecitation
Most patients with problem drug use in ambulatory primary care are not receiving substance abuse treatment.
“The majority of patients with problem drug use in this setting are not accessing substance abuse treatment.4,10”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [4] Babor TF McRee BG Kassebaum PA Grimaldi PL Ahmed K Bray J Screening, Brief Intervention, and Referral to Treatment (SBIRT): toward a public health approach to the management of substance abuse. Subst Abus 2007 28 3 7 30 18077300
Not checked in the free run.
- cites [10] Saitz R Introduction: screening and brief intervention. Subst Abus 2007 28 3 1 2 18077298
Not checked in the free run.
- Study design and conductown data
At baseline, the two groups were similar in demographic and clinical composition.
“At baseline, the sample composition was similar in both groups: middle aged, mostly men (70%), nonwhite (55%), single (81%), and not working (91%); approximately 30% were homeless at least 1 night in the past 90 days (Table 1).”
Quote in the paperSubstantial claim - Study design and conductown data
Interventionists' mean MITI scores met basic proficiency cutoffs for four of five summary scores, indicating adequate but not expert proficiency.
“Mean interventionist scores for all audio-recorded brief interventions met basic proficiency cutoffs for 4 of 5 MITI summary scores, suggesting adequate but not expert proficiency.26”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [26] Moyers TB Martin T Manuel JK Hendrickson SM Miller WR Assessing competence in the use of motivational interviewing. J Subst Abuse Treat 2005 28 1 19 26 15723728
Not checked in the free run.
- Premisecitation
There is limited information on public health-relevant outcomes of brief intervention for problem drug use.
“there is limited information on these public health–relevant outcomes for brief intervention.14,15”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [14] Solberg LI Maciosek MV Edwards NM Primary care intervention to reduce alcohol misuse: ranking its health impact and cost effectiveness. Am J Prev Med 2008 34 2 143 152 18201645
Not checked in the free run.
- cites [15] Fleming MF Barry KL Manwell LB Johnson K London R Brief physician advice for problem alcohol drinkers: a randomized controlled trial in community-based primary care practices. JAMA 1997 277 13 1039 1045 9091691
Not checked in the free run.
- Study design and conductown data
Participants lost to follow-up did not differ significantly from those with follow-up on baseline measures or randomization group.
“Participants without follow-ups (n = 45) were not significantly different from participants with follow-ups (n = 823) on baseline measures or by randomization group.”
Quote in the paperSubstantial claim - Study design and conductown data
A priori power analysis indicated that an initial sample of 1000 with 25% attrition (375 per group) provided 80% power to detect a 2.5% reduction in drug use frequency.
“A priori power analyses concluded that a trial with an initial sample of 1000 with 25% attrition (ie, 375 participants per group) yielded 80% power to detect small treatment differences in drug use (defined by 2.5% reduction in drug use frequency).”
Quote in the paperNot a substantial claim - Study design and conductreasoning
To maximize external validity, interventionists did not receive MITI scoring feedback for training role-plays or real-patient supervision.
“To maximize external validity, MITI scoring feedback was not given to interventionists for training role-plays or for real-patient supervision.”
Quote in the paperSubstantial claim - Interpretationown data
A one-time brief intervention with an attempted telephone booster had no effect on drug use among patients in safety-net primary care settings.
“A one-time brief intervention with attempted telephone booster had no effect on drug use in patients seen in safety-net primary care settings.”
- Also stated in: § Conclusions · plain
“A one-time brief intervention with attempted telephone booster call had no effect on drug use in patients seen in safety-net primary care settings.”
Quote in the paperSubstantial claim - Also stated in: § Conclusions · plain
- Study design and conductown data
Sensitivity analyses using alternative distributions produced substantive conclusions identical to the primary analyses.
“For both outcomes, alternative distributions (eg, negative binomial, log-normal) were examined, but all substantive conclusions were identical to those reported.”
Quote in the paperNot a substantial claim
- May combine two claims. 22
- Classified as probably not a substantial claim. 20
- The quote only partly states this claim. 1
May combine two claims.
Findingown dataBaseline drug use severity, psychiatric comorbidity, and motivation to change did not significantly moderate the intervention effect on primary drug use outcomes.
“Effect modification of primary drug use outcomes by baseline drug use severity, psychiatric comorbidity, and motivation to change revealed no significant moderation effects (eTable 4 and eTable 5 in the Supplement).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataMean days of use of the most common problem drug were 14.40 (SD 11.29) in the brief intervention group and 13.25 (SD 10.69) in enhanced care as usual at baseline, and 11.97 (SD 12.13) and 9.84 (SD 10.64) at 3 months.
“Mean days used of the most common problem drug at baseline were 14.40 (SD, 11.29) (brief intervention) and 13.25 (SD, 10.69) (enhanced care as usual) and at 3 months postintervention were 11.97 (SD, 12.13) (brief intervention) and 9.84 (SD, 10.64) (enhanced care as usual).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataAmong participants with high baseline drug problem severity, those receiving the brief intervention were more likely to enter specialist drug treatment and to reduce emergency department use than those receiving enhanced care as usual.
“Participants with high drug problem severity receiving the intervention were more likely to enter specialist drug treatment and more likely to reduce their use of the emergency department (Table 3 and eTable 6 in the Supplement).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataBoth groups had modest, similar reductions in drug use frequency during the first 3 months, with no further change thereafter.
“Both groups showed modest and similar reductions in drug use frequency over the first 3 months with no subsequent change, possibly suggesting a regression to the mean in both groups.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataThe treatment means were virtually identical, with minimal change over time and no evidence of an intervention effect.
“The treatment means in each plot are virtually identical, change over time is minimal, and there is no evidence of an intervention effect.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataAdding positive urine screen results to self-reported drug use only slightly increased the proportion classified as using particular drugs.
“Supplementing self-reported drug use with positive urine screen results only slightly increased the proportion of individuals classified as using particular drugs (eTable 3 in the Supplement).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Findingown dataIn the sample, 56% had some comorbid mental illness and 37% had a goal of abstinence from drugs.
“A majority of participants (56%) had some comorbid mental illness, and a minority (37%) had the goal to try to abstain from drugs.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataMean ASI Drug Use composite score was 0.11 (SD 0.10) in both groups at baseline and 0.10 (SD 0.09) and 0.09 (SD 0.09) at 3 months.
“Mean ASI Drug Use composite score at baseline was 0.11 (SD, 0.10) (brief intervention) and 0.11 (SD, 0.10) (enhanced care as usual) and at 3 months was 0.10 (SD, 0.09) (brief intervention) and 0.09 (SD, 0.09) (enhanced care as usual).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingnone givenThe study sample was severely socioeconomically disadvantaged.
“Second, the sample was severely socioeconomically disadvantaged.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataDrug use in the sample was highly heterogeneous, with different types and patterns of use across DAST-10 severity categories.
“Drug use was similar between groups (mean, 13.82 [SD, 11.00] days of the most frequently used drug) and was highly heterogeneous, with different types and patterns of use evident according to the severity of drug use measured by validated DAST-10 score categories (eTable 1 and eTable 2 in the Supplement).”
Quote in the paperNot a substantial claimMay combine two claims.
PremisecitationAmong three randomized clinical trials of brief intervention for drug abuse in non-treatment-seeking individuals, two reported positive results and only one found an effect in US patients.
“Of the 3 randomized clinical trials of brief intervention for drug abuse in non–treatment-seeking individuals,5-8 only 2 were positive,7,8 and only 1 found an effect among US patients.8”
Quote in the paperSubstantial claim0 of 4 sources checked- cites [5] Otto C Crackau B Löhrmann I Brief intervention in general hospital for problematic prescription drug use: 12-month outcome. Drug Alcohol Depend 2009 105 3 221 226 19726140
Not checked in the free run.
- cites [6] Zahradnik A Otto C Crackau B Randomized controlled trial of a brief intervention for problematic prescription drug use in non-treatment-seeking patients. Addiction 2009 104 1 109 117 19133895
Not checked in the free run.
- cites [7] Bernstein J Bernstein E Tassiopoulos K Heeren T Levenson S Hingson R Brief motivational intervention at a clinic visit reduces cocaine and heroin use. Drug Alcohol Depend 2005 77 1 49 59 15607841
Not checked in the free run.
- cites [8] Humeniuk R Ali R Babor T A randomized controlled trial of a brief intervention for illicit drugs linked to the Alcohol, Smoking and Substance Involvement Screening Test (ASSIST) in clients recruited from primary health-care settings in four countries. Addiction 2012 107 5 957 966 22126102
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenThe primary outcome was prespecified on ClinicalTrials.gov.
“The primary outcome, prespecified on ClinicalTrials.gov, was self-reported days of drug use during the past 30 days.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
Study design and conductown dataFollow-up assessments at 3, 6, 9, and 12 months were conducted by research assistants blinded to randomization assignment.
“All measures except the demographics and DAST-10 were repeated at 3-, 6-, 9-, and 12-month follow-up assessments conducted by research assistants blinded to randomization assignment.”
Quote in the paperSubstantial claimMay combine two claims.
PremisecitationIndividuals with drug abuse or dependence are disproportionately from lower socioeconomic strata and primarily receive care in public sector hospitals and community health clinics.
“Recent studies show that a disproportionate number of individuals with drug abuse or dependence are from lower socioeconomic strata12 and primarily receive care in public sector hospitals and community health clinics (ie, safety-net medical settings that serve low-income patients with limited or no insurance).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [12] Compton WM Thomas YF Stinson FS Grant BF Prevalence, correlates, disability, and comorbidity of DSM-IV drug abuse and dependence in the United States: results from the national epidemiologic survey on alcohol and related conditions. Arch Gen Psychiatry 2007 64 5 566 576 17485608
Not checked in the free run.
Classified as probably not a substantial claim. May combine two claims.
Study design and conductown dataParticipants were randomized 1:1 using permuted blocks stratified by clinic and by drug use severity, comorbid mental illness, and readiness to change.
“participants were randomized in a 1:1 ratio (Figure) to brief intervention or enhanced care as usual using permuted blocks stratified by clinic and by 3 factors known to affect outcome: drug use severity20 (Drug Abuse Screening Test [DAST-10] score ≥3 [range, 0-10; 10 indicates greatest severity]; the DAST-10 instrument and interpretation guide are available in the eAppendix in the Supplement),”
Quote in the paperSubstantial claimMay combine two claims.
Study design and conductown dataFollow-up participation exceeded 87% at 3, 6, 9, and 12 months and was similar between groups.
“Follow-up rates were greater than 87% at all 4 points (3, 6, 9, and 12 months) and were similar in both groups.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
Study design and conductown dataAll analyses were intention-to-treat, analyzing all available data by randomization group.
“All analyses were intention-to-treat, with all available data from participants analyzed by randomization group.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductcitationAllocation was concealed using sequentially numbered opaque envelopes opened by the research assistant at randomization.
“allocation was concealed in sequentially numbered opaque envelopes opened by the research assistant at randomization.23”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [23] Doig GS Simpson F Randomization and allocation concealment: a practical guide for researchers. J Crit Care 2005 20 2 187 193 16139163
Not checked in the free run.
May combine two claims.
Study design and conductown dataBaseline drug use was similar between groups, with a mean of 13.82 days of the most frequently used drug.
“Drug use was similar between groups (mean, 13.82 [SD, 11.00] days of the most frequently used drug) and was highly heterogeneous, with different types and patterns of use evident according to the severity of drug use measured by validated DAST-10 score categories (eTable 1 and eTable 2 in the Supplement).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
InterpretationreasoningThe null findings may be due to participant characteristics, intervention delivery, and outcome measurement.
“Although our negative findings are consistent with prior studies in treatment-seeking patients in the United States,5,6,8 they also may be a product of our participant characteristics as well as the ways in which the intervention was conducted and the outcomes were evaluated.”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites [5] Otto C Crackau B Löhrmann I Brief intervention in general hospital for problematic prescription drug use: 12-month outcome. Drug Alcohol Depend 2009 105 3 221 226 19726140
Not checked in the free run.
- cites [6] Zahradnik A Otto C Crackau B Randomized controlled trial of a brief intervention for problematic prescription drug use in non-treatment-seeking patients. Addiction 2009 104 1 109 117 19133895
Not checked in the free run.
- cites [8] Humeniuk R Ali R Babor T A randomized controlled trial of a brief intervention for illicit drugs linked to the Alcohol, Smoking and Substance Involvement Screening Test (ASSIST) in clients recruited from primary health-care settings in four countries. Addiction 2012 107 5 957 966 22126102
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims. The quote only partly states this claim.
Study design and conductown dataAmong intervention participants, 97% received the brief intervention and 47% received the booster call, so most had only a single contact.
“Of the 435 participants randomized to the intervention, 423 (97%) received a brief intervention and 203 (47%) received a booster call.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataDuring follow-up, a small number of participants in both groups received brief interventions outside the study.
“Over the course of the next year, a small number of participants in both conditions (brief intervention: n = 26; enhanced care as usual: n = 34) received brief interventions outside the study via regular clinical services.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationMore frequent intervention contact may increase efficacy, although some studies have not found this.
“Although more frequent contact may increase efficacy,1 some studies have failed to show this.38”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [1] Kaner EF Beyer F Dickinson HO Effectiveness of brief alcohol interventions in primary care populations. Cochrane Database Syst Rev 2007 2 CD004148 17443541
Not checked in the free run.
- cites [38] D'Onofrio G Fiellin DA Pantalon MV A brief intervention reduces hazardous and harmful drinking in emergency department patients. Ann Emerg Med 2012 60 2 181 192 22459448 PMC3811141
Not checked in the free run.
May combine two claims.
InterpretationreasoningThe poverty and mental illness of the sample, and participant compensation, may limit generalizability.
“These last 2 aspects of our population (poverty and mental illness), along with the fact that patients in this study received compensation, may limit the generalizability of our results.”
Quote in the paperNot a substantial claimMay combine two claims.
Study design and conductreasoningThe study used a hybrid efficacy-effectiveness design to enhance external validity by employing a brief intervention protocol similar to the Washington State SBIRT study and delivering it through clinic social workers.
“A hybrid efficacy-effectiveness design was chosen to enhance external validity by using a brief intervention protocol similar to that used in the Substance Abuse and Mental Health Services Administration–funded Washington State SBIRT study16 and having the intervention delivered by social workers already working with patients in these clinics.17”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [16] Krupski A Sears JM Joesch JM Impact of brief interventions and brief treatment on admissions to chemical dependency treatment. Drug Alcohol Depend 2010 110 1-2 126 136 20347234
Not checked in the free run.
- cites [17] Carroll KM Rounsaville BJ Bridging the gap: a hybrid model to link efficacy and effectiveness research in substance abuse treatment. Psychiatr Serv 2003 54 3 333 339 12610240 PMC3650626
Not checked in the free run.
Classified as probably not a substantial claim.
Study design and conductnone givenMonthly group supervision and feedback on 25% of recorded brief interventions were used to maintain intervention fidelity.
“Monthly group supervision and ongoing e-mailed feedback from the trainer (25% of recorded brief interventions) were used to maintain intervention fidelity.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim. May combine two claims.
Study design and conductown dataThe study was a randomized clinical trial with blinded assessments at baseline and 3, 6, 9, and 12 months.
“A randomized clinical trial with blinded assessments at baseline and at 3, 6, 9, and 12 months conducted in 7 safety-net primary care clinics in Washington State.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductown dataThe brief intervention averaged 27 minutes, and 86% were audio recorded.
“The brief intervention averaged 27 minutes, and 86% of interventions were recorded.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductcitationAll interventionists met basic motivational interviewing proficiency goals on at least one practice role-play.
“All interventionists met basic motivational interviewing proficiency training goals on at least 1 practice role-play.26”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [26] Moyers TB Martin T Manuel JK Hendrickson SM Miller WR Assessing competence in the use of motivational interviewing. J Subst Abuse Treat 2005 28 1 19 26 15723728
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductcitationThe assessment battery was kept brief to minimize unintended intervention effects and maximize completion around a primary care visit.
“The assessment battery, administered by trained research assistants, was brief to minimize any unintended intervention effects17,28 and to maximize the chance of completing study procedures around a primary care visit.”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [17] Carroll KM Rounsaville BJ Bridging the gap: a hybrid model to link efficacy and effectiveness research in substance abuse treatment. Psychiatr Serv 2003 54 3 333 339 12610240 PMC3650626
Not checked in the free run.
- cites [28] Kypri K Methodological issues in alcohol screening and brief intervention research. Subst Abus 2007 28 3 31 42 18077301
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenMeasuring frequency but not quantity of drug use is a limited outcome measure.
“Fourth, measuring frequency but not quantity of drug use is a limited measure of outcome.”
Quote in the paperNot a substantial claimMay combine two claims.
Study design and conductnone givenThe intervention was not delivered by the participant's primary care physician or by a research-confirmed expert.
“Second, the participant's primary care physician did not deliver the intervention, nor did a research-confirmed expert.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationComorbid mental illness is associated with poorer substance use outcomes.
“Third, the sample had a high rate of comorbid mental illness, which is known to be associated with poorer substance use outcomes.37”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [37] Krupski A Sears JM Joesch JM Self-reported alcohol and drug use six months after brief intervention: do changes in reported use vary by mental-health status? Addict Sci Clin Pract 2012 7 1 24 23186062 PMC3685518
Not checked in the free run.
May combine two claims.
Study design and conductown dataThe study lacked data on quantity of alcohol consumed per drinking day, so hazardous alcohol use could not be determined.
“Many participants also used alcohol, but because we had no data on quantity of alcohol consumed per drinking day, determining degree of hazardous alcohol use was not possible.”
Quote in the paperNot a substantial claim
The paper relies on this without support.
There is no gold standard for quantifying problem drug use.
“Currently there is no gold standard for quantifying problem drug use.”
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Two recent large randomized trials found no significant effect of SBIRT on illicit drug use in primary healthcare settings.
“The positive findings from this earlier body of research, however, have not been supported by two recent large randomized trials that found no significant effect on illicit drug use in primary healthcare settings (Roy-Byrne et al., 2014; Saitz et al., 2014).”
From A randomized study of the use of screening, brief intervention, and referral to treatment (SBIRT) for drug and alcohol use with jail inmates (2017) · cites this paper as Roy-Byrne et al., 2014
The results of this study lend support to studies that found SBIRT to have no significant impact on drug use in medical settings or on alcohol among probationers.
“The results of this study lend support to those studies that have found SBIRT to have no significant impact on drug use in medical settings (Roy-Byrne et al., 2014; Saitz et al., 2014) or on alcohol among probationers (Newbury-Birch et al., 2014; Stein et al., 2010).”
From A randomized study of the use of screening, brief intervention, and referral to treatment (SBIRT) for drug and alcohol use with jail inmates (2017) · cites this paper as Roy-Byrne et al., 2014
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
Each contradiction between two passages listed here was confirmed by an independent check.
Conflicting three-month drug-use mean for the intervention group
MinorThe abstract reports 11.87 days for the brief-intervention group at three months, while the Results section reports 11.97 days for the same group and time point.
“at 3 months postintervention, means were 11.87 (SD, 12.13) (brief intervention) and 9.84 (SD, 10.64) (enhanced care as usual)”
“at 3 months postintervention were 11.97 (SD, 12.13) (brief intervention) and 9.84 (SD, 10.64) (enhanced care as usual)”
Cites
Hasin, D. S., Stinson, F. S., Ogburn, E., & Grant, B. F. (2007) · Archives of General Psychiatry · doi:10.1001/archpsyc.64.7.830 · Cited by 2,908 · see citing works
Generalized Estimating Equations
Hardin, J. W., & Hilbe, J. M. (2002) · doi:10.1201/9781420035285 · Cited by 1,766 · see citing works
Effectiveness of brief alcohol interventions in primary care populations
Kaner, E. F., Beyer, F. R., Muirhead, C., Campbell, F., Pienaar, E. D., Bertholet, N., Daeppen, J. B., Saunders, J. B., & Burnand, B. (2018) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd004148.pub4 · Cited by 1,665 · see citing works
Babor, T. F., McRee, B. G., Kassebaum, P. A., Grimaldi, P. L., Ahmed, K., & Bray, J. (2007) · Substance Abuse · doi:10.1300/j465v28n03_03 · Cited by 1,100 · see citing works
A comprehensive review of the psychometric properties of the Drug Abuse Screening Test
Yudko, E., Lozhkina, O., & Fouts, A. (2007) · Journal of Substance Abuse Treatment · doi:10.1016/j.jsat.2006.08.002 · Cited by 906 · see citing works
Using the Longitudinal Structure of Earnings to Estimate the Effect of Training Programs
Ashenfelter, O., & Card, D. (1984) · National Bureau of Economic Research · doi:10.3386/w1489 · Cited by 885 · see citing works
Effectiveness of brief alcohol interventions in primary care populations
Kaner, E. F. S., Dickinson, H. O., Beyer, F. R., Campbell, F., Schlesinger, C., Heather, N., Saunders, J. B., Burnand, B., & Pienaar, E. D. (2007) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd004148.pub3 · Cited by 746 · see citing works
Assessing competence in the use of motivational interviewing
Moyers, T. B., Martin, T., Manuel, J. K., Hendrickson, S. M. L., & Miller, W. R. (2005) · Journal of Substance Abuse Treatment · doi:10.1016/j.jsat.2004.11.001 · Cited by 738 · see citing works
Bertholet, N. (2005) · Archives of Internal Medicine · doi:10.1001/archinte.165.9.986 · Cited by 710 · see citing works
Randomization and allocation concealment: a practical guide for researchers
Doig, G. S., & Simpson, F. O. (2005) · Journal of Critical Care · doi:10.1016/j.jcrc.2005.04.005 · Cited by 664 · see citing works
Fleming, M. F. (1997) · JAMA · doi:10.1001/jama.1997.03540370029032 · Cited by 538 · see citing works
A Single-Question Screening Test for Drug Use in Primary Care
Smith, P. C., Schmidt, S. M., Allensworth‐Davies, D., & Saitz, R. (2010) · Archives of Internal Medicine · doi:10.1001/archinternmed.2010.140 · Cited by 486 · see citing works
Brief motivational intervention at a clinic visit reduces cocaine and heroin use
Bernstein, J., Bernstein, E., Tassiopoulos, K., Heeren, T., Levenson, S., & Hingson, R. (2005) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2004.07.006 · Cited by 363 · see citing works
Commitment to abstinence and acute stress in relapse to alcohol, opiates, and nicotine.
Hall, S. M., Havassy, B. E., & Wasserman, D. A. (1990) · Journal of Consulting and Clinical Psychology · doi:10.1037//0022-006x.58.2.175 · Cited by 301 · see citing works
Primary Care Intervention to Reduce Alcohol Misuse
Solberg, L. I., Maciosek, M. V., & Edwards, N. M. (2008) · American Journal of Preventive Medicine · doi:10.1016/j.amepre.2007.09.035 · Cited by 284 · see citing works
Improving health-based payment for Medicaid beneficiaries: CDPS.
Kronick, R. G., Gilmer, T., Dreyfus, T., & Lee, L. (2000) · PubMed Central · Cited by 282 · see citing works
Cacciola, J., Alterman, A., Mclellan, A., Lin, Y.-T., & Lynch, K. (2007) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2006.09.002 · Cited by 277 · see citing works
Darke, S. G., Hall, W., Heather, N., Ward, J., & WODAK, A. D. (1991) · AIDS · doi:10.1097/00002030-199102000-00008 · Cited by 270 · see citing works
Efficacy of web-based personalized normative feedback: A two-year randomized controlled trial.
Neighbors, C., Lewis, M. A., Atkins, D. C., Jensen, M. M., Walter, T., Fossos, N., Lee, C. M., & Larimer, M. E. (2010) · Journal of Consulting and Clinical Psychology · doi:10.1037/a0020766 · Cited by 214 · see citing works
Self-citationHumeniuk, R., Ali, R., Babor, T., Souza‐Formigoni, M. L. O., de Lacerda, R. B., Ling, W., McRee, B., Newcombe, D., Pal, H., Poznyak, V., et al. (2012) · Addiction · doi:10.1111/j.1360-0443.2011.03740.x · Cited by 211 · see citing works
A Brief Intervention Reduces Hazardous and Harmful Drinking in Emergency Department Patients
D'Onofrio, G., Fiellin, D. A., Pantalon, M. V., Chawarski, M. C., Owens, P. H., Degutis, L. C., Busch, S. H., Bernstein, S. L., & O'Connor, P. G. (2012) · Annals of Emergency Medicine · doi:10.1016/j.annemergmed.2012.02.006 · Cited by 207 · cited 2× · see citing works
“Goal of total abstinence from drugse,h 323 (37) 158 (36) 165 (38)”
Baer, J. S., Rosengren, D. B., Dunn, C. W., Wells, E. A., Ogle, R. L., & Hartzler, B. J. (2003) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2003.10.001 · Cited by 201 · see citing works
Self-citationCarroll, K. M., & Rounsaville, B. J. (2003) · Psychiatric Services · doi:10.1176/appi.ps.54.3.333 · Cited by 155 · see citing works
Brief interventions: good in theory but weak in practice
ROCHE, A. M., & Freeman, T. (2004) · Drug and Alcohol Review · doi:10.1080/09595230410001645510 · Cited by 145 · see citing works
GEE for Multinomial Responses Using a Local Odds Ratios Parameterization
Touloumis, A., Agresti, A., & Kateri, M. (2013) · Biometrics · doi:10.1111/biom.12054 · Cited by 109 · see citing works
Saitz, R., Alford, D. P., Bernstein, J., Cheng, D. M., Samet, J., & Palfai, T. (2010) · Journal of Addiction Medicine · doi:10.1097/adm.0b013e3181db6b67 · Cited by 95 · see citing works
Sullivan, L. E., Tetrault, J. M., Braithwaite, R. S., Turner, B. J., & Fiellin, D. A. (2011) · The American Journal on Addictions · doi:10.1111/j.1521-0391.2011.00143.x · Cited by 81 · see citing works
Zahradnik, A. G., Otto, C., Crackau, B., Löhrmann, I., Bischof, G., John, U., & Rumpf, H. (2008) · Addiction · doi:10.1111/j.1360-0443.2008.02421.x · Cited by 72 · see citing works
Employment Outcomes among AFDC Recipients Treated for Substance Abuse in Washington State
Wickizer, T. M., Campbell, K. M., Krupski, A., & Stark, K. D. (2000) · Milbank Quarterly · doi:10.1111/1468-0009.00186 · Cited by 53 · see citing works
Self-citationDo Substance Abuse Patients with More Psychopathology Receive More Treatment?
Alterman, A. I., McLellan, A. T., & SHIFMAN, R. B. (1993) · The Journal of Nervous and Mental Disease · doi:10.1097/00005053-199309000-00009 · Cited by 51 · see citing works
Impact of brief interventions and brief treatment on admissions to chemical dependency treatment
Krupski, A., Sears, J. M., Joesch, J. M., Estee, S., He, L., Dunn, C. W., Huber, A., Roy‐Byrne, P., & Ries, R. K. (2010) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2010.02.018 · Cited by 46 · see citing works
Self-citationMethodological Issues in Alcohol Screening and Brief Intervention Research
Kypri, K. (2007) · Substance Abuse · doi:10.1300/j465v28n03_04 · Cited by 43 · see citing works
Brief intervention in general hospital for problematic prescription drug use: 12-Month outcome
Otto, C., Crackau, B., Löhrmann, I., Zahradnik, A. G., Bischof, G., John, U., & Rumpf, H. (2009) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2009.07.010 · Cited by 41 · see citing works
Krupski, A., Joesch, J. M., Dunn, C. W., Donovan, D. M., Bumgardner, K., Lord, S. P., Ries, R. K., & Roy‐Byrne, P. (2012) · Addiction Science & Clinical Practice · doi:10.1186/1940-0640-7-27 · Cited by 40 · see citing works
Self-citationLittlejohn, C. (2006) · Alcohol and Alcoholism · doi:10.1093/alcalc/agl053 · Cited by 38 · see citing works
Chan, Y.-F., Huang, H. Y., Sieu, N., & Unützer, J. (2013) · Psychiatric Services · doi:10.1176/appi.ps.201200082 · Cited by 26 · see citing works
Saitz, R. (2007) · Substance Abuse · doi:10.1300/j465v28n03_01 · Cited by 4 · see citing works
Krupski, A., Sears, J. M., Joesch, J. M., Estee, S., He, L., Huber, A., Dunn, C. W., Roy‐Byrne, P., & Ries, R. K. (2012) · Addiction Science & Clinical Practice · doi:10.1186/1940-0640-7-24 · Cited by 2 · see citing works
Self-citation
Flagged first, then by citations
Cited by
Sorted by citations
Emergency Department–Initiated Buprenorphine/Naloxone Treatment for Opioid Dependence
D’Onofrio, G., O’Connor, P. G., Pantalon, M. V., Chawarski, M. C., Busch, S. H., Owens, P. H., Bernstein, S. L., & Fiellin, D. A. (2015) · JAMA · doi:10.1001/jama.2015.3474 · Cited by 913 · see citing works
Magill, M., Apodaca, T. R., Borsari, B. E., Gaume, J., Hoadley, A., Gordon, R. E. F., Tonigan, J. S., & Moyers, T. B. (2017) · Journal of Consulting and Clinical Psychology · doi:10.1037/ccp0000250 · Cited by 335 · see citing works
McNeely, J., Wu, L.-T., Subramaniam, G., Sharma, G., Cathers, L. A., Svikis, D., Sleiter, L., Russell, L., Nordeck, C., Sharma, A., et al. (2016) · Annals of Internal Medicine · doi:10.7326/m16-0317 · Cited by 320 · see citing works
McNeely, J., Kumar, P. C., Rieckmann, T., Sedlander, E., Farkas, S., Chollak, C., Kannry, J. L., Vega, A., Waite, E. A., Peccoralo, L. A., et al. (2018) · Addiction Science & Clinical Practice · doi:10.1186/s13722-018-0110-8 · Cited by 303 · see citing works
Psychosocial interventions for cannabis use disorder
Gates, P. J., Sabioni, P., Copeland, J., Le Foll, B., & Gowing, L. (2016) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd005336.pub4 · Cited by 282 · see citing works
Wakeman, S. E., Metlay, J. P., Chang, Y., Herman, G. E., & Rigotti, N. A. (2017) · Journal of General Internal Medicine · doi:10.1007/s11606-017-4077-z · Cited by 262 · see citing works
Sporinova, B., Manns, B., Tonelli, M. A., Hemmelgarn, B. R., MacMaster, F. P., Mitchell, N., Au, F., Ma, Z., Weaver, R. G., & Quinn, A. E. (2019) · JAMA Network Open · doi:10.1001/jamanetworkopen.2019.9910 · Cited by 205 · see citing works
Alford, D. P., German, J. S., Samet, J. H., Cheng, D. M., Lloyd-Travaglini, C. A., & Saitz, R. (2016) · Journal of General Internal Medicine · doi:10.1007/s11606-016-3586-5 · Cited by 181 · see citing works
Hargraves, D., White, C., Frederick, R., Cinibulk, M., Peters, M., Young, A., & Elder, N. (2017) · Public Health Reviews · doi:10.1186/s40985-017-0077-0 · Cited by 161 · see citing works
Tanana, M., Hallgren, K. A., Imel, Z. E., Atkins, D. C., & Srikumar, V. (2016) · Journal of Substance Abuse Treatment · doi:10.1016/j.jsat.2016.01.006 · Cited by 141 · see citing works
Self-citationIntegrated Primary Care and Social Work: A Systematic Review
Fräser, M. W., Lombardi, B. M., Wu, S., Zerden, L. D. S., Richman, E. L., & Fraher, E. P. (2018) · Journal of the Society for Social Work and Research · doi:10.1086/697567 · Cited by 126 · see citing works
Causes of Death After Nonfatal Opioid Overdose
Olfson, M., Crystal, S., Wall, M., Wang, S., Liu, S.-M., & Blanco, C. (2018) · JAMA Psychiatry · doi:10.1001/jamapsychiatry.2018.1471 · Cited by 121 · see citing works
Lan, C., Fiellin, D. A., Barry, D. T., BRYANT, K. J., Gordon, A. J., Edelman, E. J., Gaither, J. R., Maisto, S. A., & Marshall, B. D. L. (2015) · American Journal on Addictions · doi:10.1111/ajad.12319 · Cited by 116 · see citing works
SBIRT-A: Adapting SBIRT to Maximize Developmental Fit for Adolescents in Primary Care
Ozechowski, T. J., Becker, S. J., & Hogue, A. (2015) · Journal of Substance Abuse Treatment · doi:10.1016/j.jsat.2015.10.006 · Cited by 109 · see citing works
Aldridge, A., Linford, R., & Bray, J. (2017) · Addiction · doi:10.1111/add.13651 · Cited by 105 · see citing works
Quanbeck, A., Gustafson, D. H., Marsch, L. A., Chih, M., Kornfield, R., Mctavish, F. M., Johnson, R., Brown, R., Mares, M., & Shah, D. V. (2018) · Journal of Medical Internet Research · doi:10.2196/jmir.8928 · Cited by 95 · see citing works
McNeely, J., Cleland, C. M., Strauss, S. M., Palamar, J. J., Rotrosen, J., & Saitz, R. (2015) · Journal of General Internal Medicine · doi:10.1007/s11606-015-3391-6 · Cited by 94 · see citing works
Gryczynski, J., McNeely, J., Wu, L.-T. T., Subramaniam, G., Svikis, D. S., Cathers, L. A., Sharma, G., King, J., Jelstrom, E., Nordeck, C. D., et al. (2017) · Journal of General Internal Medicine · doi:10.1007/s11606-017-4079-x · Cited by 86 · see citing works
McNeely, J., Strauss, S. M., Saitz, R., Cleland, C. M., Palamar, J. J., Rotrosen, J., & Gourevitch, M. N. (2015) · The American Journal of Medicine · doi:10.1016/j.amjmed.2015.02.007 · Cited by 87 · see citing works
Bray, J. W., Del Boca, F. K., McRee, B. G., Hayashi, S. W., & Babor, T. F. (2017) · Addiction · doi:10.1111/add.13676 · Cited by 85 · see citing works
Screening and Brief Intervention for Unhealthy Drug Use: Little or No Efficacy
Saitz, R. (2014) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2014.00121 · Cited by 78 · see citing works
Patnode, C. D., Perdue, L. A., Rushkin, M., Dana, T., Blazina, I., Bougatsos, C., Grusing, S., O’Connor, E. A., Fu, R., & Chou, R. (2020) · JAMA · doi:10.1001/jama.2019.21381 · Cited by 73 · see citing works
Screening, treatment initiation, and referral for substance use disorders
Bernstein, S. L., & D’Onofrio, G. (2017) · Addiction Science & Clinical Practice · doi:10.1186/s13722-017-0083-z · Cited by 74 · see citing works
Martino, S., Ondersma, S. J., Forray, A., Olmstead, T. A., Gilstad‐Hayden, K., Howell, H. B., Kershaw, T., & Yonkers, K. A. (2017) · American Journal of Obstetrics and Gynecology · doi:10.1016/j.ajog.2017.12.005 · Cited by 74 · see citing works
McNeely, J., Strauss, S. M., Rotrosen, J., Ramautar, A., & Gourevitch, M. N. (2015) · Addiction · doi:10.1111/add.13165 · Cited by 73 · see citing works
Tiêt, Q. Q., Leyva, Y. E., Moos, R. H., Frayne, S. M., Osterberg, L. G., & Smith, B. N. (2015) · JAMA Internal Medicine · doi:10.1001/jamainternmed.2015.2438 · Cited by 74 · see citing works
Blow, F. C., Walton, M. A., Bohnert, A. M., Ignacio, R. V., Chermack, S. T., Cunningham, R. M., Booth, B. M., Ilgen, M. A., & Barry, K. L. (2017) · Addiction · doi:10.1111/add.13773 · Cited by 72 · see citing works
Substance use among Persons with Homeless Experience in Primary Care
Stringfellow, E. J., Kim, T. W., Gordon, A. J., Pollio, D. E., Grucza, R. A., Austin, E. L., Johnson, N. K., & Kertesz, S. G. (2016) · Substance Abuse · doi:10.1080/08897077.2016.1145616 · Cited by 71 · see citing works
Coregulation of therapist and client emotion during psychotherapy
Soma, C. S., Baucom, B., Xiao, B., Butner, J., Hilpert, P., Narayanan, S. S., Atkins, D. C., & Imel, Z. E. (2019) · Psychotherapy Research · doi:10.1080/10503307.2019.1661541 · Cited by 71 · see citing works
Self-citationThe SBIRT program matrix: a conceptual framework for program implementation and evaluation
Del Boca, F. K., McRee, B., Vendetti, J., & Damon, D. (2017) · Addiction · doi:10.1111/add.13656 · Cited by 68 · see citing works
Treatment of opioid use disorder in primary care
Buresh, M. E., Stern, R. S., & Rastegar, D. A. (2021) · BMJ · doi:10.1136/bmj.n784 · Cited by 68 · see citing works
Gelberg, L., Andersen, R., Afifi, A. A., LEAKE, B. D., Arangua, L., Vahidi, M., Singleton, K., Yacenda, J., SHOPTAW, S. J., Fleming, M. F., et al. (2015) · Addiction · doi:10.1111/add.12993 · Cited by 66 · see citing works
Wamsley, M. A., Satterfield, J. M., Curtis, A. C., Lundgren, L. M., & Satre, D. D. (2018) · Journal of Addiction Medicine · doi:10.1097/adm.0000000000000410 · Cited by 64 · see citing works
Screening and Brief Intervention and Referral to Treatment for Drug Use in Primary Care
Hingson, R., & Compton, W. M. (2014) · JAMA · doi:10.1001/jama.2014.7863 · Cited by 62 · see citing works
Can, D., Marín, R. A., Georgiou, P., Imel, Z. E., Atkins, D. C., & Narayanan, S. S. (2016) · Journal of Counseling Psychology · doi:10.1037/cou0000111 · Cited by 61 · see citing works
Self-citationVilardaga, R., Rizo, J., Palenski, P. E., Mannelli, P., Oliver, J. A., & Mcclernon, F. J. (2020) · Nicotine & Tobacco Research · doi:10.1093/ntr/ntz202 · Cited by 55 · see citing works
Richards, J. A., Bobb, J. F., Lee, A. K., Lapham, G. T., Williams, E. C., Glass, J. E., Ludman, E. J., Achtmeyer, C. E., Caldeiro, R. M., Oliver, M. M., et al. (2019) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2019.04.015 · Cited by 52 · see citing works
Meredith, L. S., Eisenman, D. P., Han, B., Green, B. L., Kaltman, S. I., Wong, E. C., Sorbero, M. E. S., Vaughan, C., Cassells, A. N., Zatzick, D., et al. (2016) · Journal of General Internal Medicine · doi:10.1007/s11606-016-3588-3 · Cited by 52 · see citing works
Xiao, B., Huang, C.-W., Imel, Z. E., Atkins, D. C., Georgiou, P., & Narayanan, S. S. (2016) · PeerJ Computer Science · doi:10.7717/peerj-cs.59 · Cited by 52 · see citing works
Self-citationManuel, J. K., Satre, D. D., Tsoh, J. Y., Moreno-John, G., Ramos, J. S., McCance‐Katz, E. F., & Satterfield, J. M. (2015) · Journal of Addiction Medicine · doi:10.1097/adm.0000000000000150 · Cited by 48 · see citing works
Predictors of Sustained Prescription Opioid Use After Admission for Trauma in Adolescents
Whiteside, L., Russo, J. E., Wang, J., Ranney, M. L., Neam, V. C., & Zatzick, D. (2015) · Journal of Adolescent Health · doi:10.1016/j.jadohealth.2015.08.011 · Cited by 48 · see citing works
Alcohol use in opioid agonist treatment
Nolan, S., Klimas, J., & Wood, E. (2016) · Addiction Science & Clinical Practice · doi:10.1186/s13722-016-0065-6 · Cited by 47 · see citing works
Barbosa, C., Cowell, A., Dowd, W., Landwehr, J., Aldridge, A., & Bray, J. (2017) · Addiction · doi:10.1111/add.13658 · Cited by 46 · see citing works
Hallgren, K. A., Dembe, A., Pace, B. T., Imel, Z. E., Lee, C. M., & Atkins, D. C. (2017) · Journal of Substance Abuse Treatment · doi:10.1016/j.jsat.2017.10.011 · Cited by 45 · see citing works
Self-citationInpatient link to peer recovery coaching: Results from a pilot randomized control trial
Byrne, K. A., Roth, P., Merchant, K., Baginski, B. N., Robinson, K., Dumas, K., Collie, J., Ramsey, B., Cull, J., Cooper, L. J., et al. (2020) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2020.108234 · Cited by 44 · see citing works
Ducharme, L. J., Chandler, R. K., & Harris, A. H. S. (2015) · Journal of Substance Abuse Treatment · doi:10.1016/j.jsat.2015.06.020 · Cited by 44 · see citing works
Lanken, P. N., Novack, D. H., Daetwyler, C. J., Gallop, R., Landis, J. R., Lapin, J., Subramaniam, G., & Schindler, B. A. (2014) · Academic Medicine · doi:10.1097/acm.0000000000000506 · Cited by 44 · see citing works
Prendergast, M. L., McCollister, K., & Warda, U. (2017) · Journal of Substance Abuse Treatment · doi:10.1016/j.jsat.2016.12.011 · Cited by 42 · see citing works
Jicha, C. J., Saxon, D. T., Lofwall, M. R., & Fanucchi, L. C. (2018) · Journal of Addiction Medicine · doi:10.1097/adm.0000000000000454 · Cited by 42 · see citing works
McNeely, J., Troxel, A. B., Kunins, H. V., Shelley, D., Lee, J. D., Walley, A. Y., Weinstein, Z., Billings, J., Davis, N. J., Marcello, R. K., et al. (2019) · Addiction Science & Clinical Practice · doi:10.1186/s13722-019-0135-7 · Cited by 42 · see citing works
Kim, T. W., Bernstein, J., Cheng, D. M., Lloyd-Travaglini, C. A., Samet, J. H., Palfai, T. P., & Saitz, R. (2016) · Addiction · doi:10.1111/add.13701 · Cited by 39 · see citing works
Garner, B. R., Gotham, H. J., Tueller, S. J., Ball, E. L., Kaiser, D., Stilen, P., Speck, K., Vandersloot, D., Rieckmann, T. R., Chaple, M., et al. (2017) · Addiction Science & Clinical Practice · doi:10.1186/s13722-017-0095-8 · Cited by 31 · see citing works
Senreich, E., Ogden, L. P., & Greenberg, J. P. (2017) · Journal of Social Work Education · doi:10.1080/10437797.2016.1266979 · Cited by 38 · see citing works
Gryczynski, J., Mitchell, S. G., Gonzales, A., Moseley, A., Peterson, T. R., Ondersma, S. J., O’Grady, K. E., & Schwartz, R. P. (2014) · Journal of Substance Abuse Treatment · doi:10.1016/j.jsat.2014.09.002 · Cited by 37 · see citing works
Analyzing speech rate entrainment and its relation to therapist empathy in drug addiction counseling
Xiao, B., Imel, Z. E., Atkins, D. C., Georgiou, P., & Narayanan, S. S. (2015) · Interspeech (USB) · doi:10.21437/interspeech.2015-537 · Cited by 38 · see citing works
Self-citationWalter, K. N., Wagner, J. A., Cengiz, E., Tamborlane, W. V., & Petry, N. M. (2017) · Current Diabetes Reports · doi:10.1007/s11892-017-0832-0 · Cited by 37 · see citing works
Walton, M. A., Epstein-Ngo, Q. M., Carter, P. M., Zimmerman, M. A., Blow, F. C., Buu, A., Goldstick, J. E., & Cunningham, R. M. (2017) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2016.11.040 · Cited by 36 · see citing works
Poblete, F., Barticevic, N. A., Zuzulich, M. S., Portilla, R., Castillo‐Carniglia, A., Sapag, J. C., Villarroel, L., Sena, B. F., & Galarce, M. (2017) · Addiction · doi:10.1111/add.13808 · Cited by 33 · see citing works
MYERS, B. J., van der Westhuizen, C., Naledi, T., Stein, D. J., & Sorsdahl, K. R. (2016) · BMC Psychiatry · doi:10.1186/s12888-016-0742-8 · Cited by 36 · see citing works
Padwa, H., Urada, D. I., Gauthier, P., Rieckmann, T. R., Hurley, B., Crèvecouer-MacPhail, D., & Rawson, R. A. (2016) · Journal of Substance Abuse Treatment · doi:10.1016/j.jsat.2016.06.010 · Cited by 35 · see citing works
Kumar, P. C., Cleland, C. M., Gourevitch, M. N., Rotrosen, J., Strauss, S. M., Russell, L., & McNeely, J. (2016) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2016.05.030 · Cited by 34 · see citing works
Developing a framework of care for opioid medication misuse in community pharmacy
Cochran, G., Gordon, A. J., Field, C. A., Bacci, J. L., Dhital, R., Ylioja, T. E., Stitzer, M. L., Kelly, T. M., & Tarter, R. E. (2015) · Research in Social and Administrative Pharmacy · doi:10.1016/j.sapharm.2015.05.001 · Cited by 35 · see citing works
Addressing Unhealthy Substance Use in Primary Care
Pace, C. A., & Uebelacker, L. A. (2018) · Medical Clinics of North America · doi:10.1016/j.mcna.2018.02.004 · Cited by 35 · see citing works
Aharonovich, E., Sarvet, A., Stohl, M., DesJarlais, D., Tross, S., Hurst, T., Urbina, A., & Hasin, D. (2017) · Journal of Substance Abuse Treatment · doi:10.1016/j.jsat.2016.12.009 · Cited by 30 · see citing works
Xiao, B., Imel, Z. E., Georgiou, P., Atkins, D. C., & Narayanan, S. S. (2016) · Current Psychiatry Reports · doi:10.1007/s11920-016-0682-5 · Cited by 34 · see citing works
Self-citationO’Connor, P. G., Sokol, R. J., & D’Onofrio, G. (2014) · JAMA Internal Medicine · doi:10.1001/jamainternmed.2014.4211 · Cited by 32 · see citing works
Motivational Interviewing for Substance Use: Mapping Out the Next Generation of Research
Madson, M. B., Schumacher, J. A., Baer, J. S., & Martino, S. (2016) · Journal of Substance Abuse Treatment · doi:10.1016/j.jsat.2016.02.003 · Cited by 31 · see citing works
Swogger, M. T., Conner, K. R., Caine, E. D., Trabold, N., Parkhurst, M. N., Prothero, L. M., & Maisto, S. A. (2016) · Journal of Consulting and Clinical Psychology · doi:10.1037/ccp0000065 · Cited by 31 · see citing works
Nunes, A. P., Richmond, M. K., Marzano, K., Swenson, C. J., & Lockhart, J. (2017) · Substance Abuse · doi:10.1080/08897077.2017.1362369 · Cited by 31 · see citing works
Lee, J., Kresina, T. F., Campopiano, M., Lubran, R., & Clark, H. W. (2015) · BioMed Research International · doi:10.1155/2015/137020 · Cited by 31 · see citing works
Prediction of Suicide Ideation and Attempt Among Substance-Using Patients in Primary Care
Hallgren, K. A., Ries, R. K., Atkins, D. C., Bumgardner, K., & Roy‐Byrne, P. (2017) · The Journal of the American Board of Family Medicine · doi:10.3122/jabfm.2017.02.160264 · Cited by 29 · see citing works
Self-citationLerch, J. A., Walters, S. T., Tang, L. L., & Taxman, F. S. (2017) · Journal of Substance Abuse Treatment · doi:10.1016/j.jsat.2017.07.002 · Cited by 30 · see citing works
Dunn, C. W., Darnell, D. A., Atkins, D. C., Hallgren, K. A., Imel, Z. E., Bumgardner, K., Owens, M. D., & Roy‐Byrne, P. (2016) · Journal of Substance Abuse Treatment · doi:10.1016/j.jsat.2016.02.008 · Cited by 30 · see citing works
Self-citationPace, C. A., & Samet, J. H. (2016) · Annals of Internal Medicine · doi:10.7326/aitc201604050 · Cited by 30 · see citing works
Cost of screening, brief intervention, and referral to treatment in health care settings
Barbosa, C., Cowell, A. J., Landwehr, J., Dowd, W., & Bray, J. W. (2016) · Journal of Substance Abuse Treatment · doi:10.1016/j.jsat.2015.06.005 · Cited by 28 · see citing works
Olmstead, T. A., Yonkers, K. A., Ondersma, S. J., Forray, A., Gilstad‐Hayden, K., & Martino, S. (2019) · Addiction · doi:10.1111/add.14668 · Cited by 26 · see citing works
Are There Secondary Effects on Marijuana Use From Brief Alcohol Interventions for College Students?
WHITE, H. R., Jiao, Y., Ray, A. E., Huh, D., Atkins, D. C., Larimer, M. E., Fromme, K., Corbin, W. R., Baer, J. S., LaBrie, J. W., et al. (2015) · Journal of Studies on Alcohol and Drugs · doi:10.15288/jsad.2015.76.367 · Cited by 28 · see citing works
Self-citationRecursive Neural Networks for Coding Therapist and Patient Behavior in Motivational Interviewing
Tanana, M., Hallgren, K. A., Imel, Z. E., Atkins, D. C., Smyth, P., & Srikumar, V. (2015) · Workshop on Computational Linguistics and Clinical Psychology (CLPsych) · doi:10.3115/v1/w15-1209 · Cited by 26 · see citing works
Self-citationBenefit-cost analysis of SBIRT interventions for substance using patients in emergency departments
Horn, B. P., Crandall, C. S., Forcehimes, A. A., French, M. T., & Bogenschutz, M. P. (2017) · Journal of Substance Abuse Treatment · doi:10.1016/j.jsat.2017.05.003 · Cited by 26 · see citing works
Kmiec, J. A., & Suffoletto, B. P. (2019) · Journal of Substance Abuse Treatment · doi:10.1016/j.jsat.2019.02.005 · Cited by 26 · see citing works
Dwinnells, R. (2015) · The Annals of Family Medicine · doi:10.1370/afm.1776 · Cited by 25 · see citing works
A Pilot Study of a Brief Motivational Intervention for Incarcerated Drinkers
Owens, M. D., & McCrady, B. S. (2016) · Journal of Substance Abuse Treatment · doi:10.1016/j.jsat.2016.05.005 · Cited by 23 · see citing works
Mauro, P. M., Samples, H., Klein, K. S., & Martins, S. S. (2020) · Medical Care · doi:10.1097/mlr.0000000000001340 · Cited by 22 · see citing works
Bart, G. B., Saxon, A. J., Fiellin, D. A., McNeely, J., Muench, J., Shanahan, C. W., Huntley, K., & Gore‐Langton, R. E. (2020) · Addiction Science & Clinical Practice · doi:10.1186/s13722-020-0180-2 · Cited by 22 · see citing works
Merchant, R. C., Baird, J. R., & Liu, T. (2015) · Academic Emergency Medicine · doi:10.1111/acem.12767 · Cited by 19 · see citing works
Dawson-Rose, C. S., Draughon, J. E., Cuca, Y. P., Zepf, R., Huang, E., Cooper, B. A., & Lum, P. J. (2017) · Addiction Science & Clinical Practice · doi:10.1186/s13722-017-0101-1 · Cited by 19 · see citing works
Cowell, A. J., Dowd, W. N., Landwehr, J., Barbosa, C., & Bray, J. W. (2017) · Addiction · doi:10.1111/add.13659 · Cited by 18 · see citing works
Shi, Z., Langleben, D. D., O’Brien, C. P., Childress, A. R., & Wiers, C. E. (2021) · NeuroImage Clinical · doi:10.1016/j.nicl.2021.102806 · Cited by 18 · see citing works
Ridenour, T. A., Willis, D., Bogen, D. L., Novak, S. P., Scherer, J., Reynolds, M., Zhai, Z. W., & Tarter, R. E. (2015) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2015.02.013 · Cited by 19 · see citing works
Reho, K., Agley, J. D., DeSalle, M., & Gassman, R. A. (2016) · The Journal of Primary Prevention · doi:10.1007/s10935-016-0431-x · Cited by 18 · see citing works
Paltzer, J., Brown, R. L., Burns, M. E., Moberg, D. P., Mullahy, J., Sethi, A. K., & Weimer, D. L. (2016) · The Journal of Behavioral Health Services & Research · doi:10.1007/s11414-016-9510-2 · Cited by 18 · see citing works
Clinical Needs of Patients with Problem Drug Use
Krupski, A., West, I. I., Graves, M. C., Atkins, D. C., Maynard, C. C., Bumgardner, K., Donovan, D. M., Ries, R. K., & Roy‐Byrne, P. (2015) · The Journal of the American Board of Family Medicine · doi:10.3122/jabfm.2015.05.150004 · Cited by 18 · see citing works
Self-citationHinde, J., Bray, J., Kaiser, D., & Mallonee, E. (2017) · Addiction · doi:10.1111/add.13655 · Cited by 16 · see citing works
Krupski, A., Graves, M. C., Bumgardner, K., & Roy‐Byrne, P. (2015) · Journal of Substance Abuse Treatment · doi:10.1016/j.jsat.2015.06.007 · Cited by 16 · see citing works
Self-citationRies, R. K., Krupski, A., West, I. I., Maynard, C. C., Bumgardner, K., Donovan, D. M., Dunn, C. W., & Roy‐Byrne, P. (2015) · Journal of Addiction Medicine · doi:10.1097/adm.0000000000000151 · Cited by 16 · see citing works
Self-citationByrne, J. L. S., Wild, T. C., Maximova, K., Browne, N. E., Holt, N. L., Cave, A., Martz, P., Ellendt, C., & Ball, G. D. C. (2016) · Pediatric Obesity · doi:10.1111/ijpo.12200 · Cited by 16 · see citing works
Ondersma, S. J., Svikis, D. S., Thacker, C., Resnicow, K., Beatty, J. R., Janisse, J. J., & Puder, K. S. (2018) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2017.12.022 · Cited by 16 · see citing works
Development of the SBIRT checklist for observation in real‐time (SCORe)
Vendetti, J. A., McRee, B. G., & Del Boca, F. K. (2017) · Addiction · doi:10.1111/add.13657 · Cited by 15 · see citing works
Newhouse, R. P., Janney, M. A., Gilbert, A., Agley, J. D., Bakoyannis, G., Ferren, M. D., Mullins, C. D., Johantgen, M., Schwindt, R. G., & Thoele, K. (2018) · Addiction Science & Clinical Practice · doi:10.1186/s13722-018-0130-4 · Cited by 15 · see citing works
HIV and Substance Use Disorder
Bositis, C. M., & Louis, J. S. (2019) · Infectious Disease Clinics of North America · doi:10.1016/j.idc.2019.04.006 · Cited by 15 · see citing works
- Authors
- Roy-Byrne, P., Bumgardner, K., Krupski, A., Dunn, C., Ries, R., Donovan, D., West, I. I., Maynard, C., Atkins, D. C., Graves, M. C., Joesch, J. M., & Zarkin, G. A.
- Affiliations
- Department of Psychiatry and Behavioral Sciences, School of Medicine, University of Washington, Seattle
- University of Washington (US)
- RTI International (US)
- Venue
- JAMA
- Publisher
- American Medical Association (AMA)
- Published
- 2014-08-06
- Volume
- 312
- Issue
- 5
- Pages
- 492
- ISSN
- 0002-9955 (ISSN-L)
- 0098-7484
- PMC
- PMC4599980
- OpenAlex
- W2022063518
- Cited by
- 188
- References
- 37
- Citations by year
- 2026: 3 · 2025: 4 · 2024: 2 · 2023: 2 · 2022: 7 · 2021: 5 · 2020: 7 · 2019: 18 · 2018: 19 · 2017: 41 · 2016: 34 · 2015: 40 · 2014: 6
- FWCI
- 30.48
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- JAMA (publishedVersion)
- PubMed (publishedVersion)
- Europe PMC (PubMed Central) (acceptedVersion)
- PubMed Central (acceptedVersion)
- Funders
- National Institute on Drug Abuse (R01DA026014)
- Eunice Kennedy Shriver National Institute of Child Health and Human Development (R24HD042828)
- Topics
- Health Sciences › Medicine › Epidemiology › Substance Abuse Treatment and Outcomes
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Opioid Use Disorder Treatment
- Health Sciences › Medicine › Epidemiology › HIV, Drug Use, Sexual Risk
- Keywords
- brief intervention, problematic substance use, substance use disorders, safety-net primary care, motivational interviewing, Addiction Severity Index, substance abuse treatment admissions, HIV risk behavior, emergency department admission, arrests, mortality, health disparities, Washington State, Oregon, California, Colorado, New Mexico, Arizona, Nevada, Utah, Idaho, Montana
- MeSH terms
- Adult, Female, Patient Care, Humans, Male, Middle Aged, Patient Education as Topic, Primary Health Care, Severity of Illness Index, Telephone, Treatment Outcome, Substance-Related Disorders, Motivational Interviewing, Safety-net Providers
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-07.
Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-07.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review