A systematic review and meta-analysis of psychosocial interventions for persons with comorbid anxiety and substance use disorders
Open accessAbstract
Background & aims: Anxiety and substance use disorders are highly comorbid and represent two of the leading causes of disease burden globally. Psychosocial interventions are important treatment options for people with co-occurring anxiety and substance use (A-SUD). To date, few reviews have assessed the efficacy of psychosocial treatments for patients with A-SUD. This systematic review and meta-analysis aims to synthesize this literature and assess the efficacy of psychosocial interventions among patients with A-SUD. Methods: We searched all relevant records published until March 2023 in Medline, EMBASE, PsycINFO, CINAHL and Google Scholar. Two authors extracted and reconciled relevant data and assessed risk of bias. Random effects models were used to calculate effect sizes using Hedges' g for post treatment and follow-up time points. Main outcomes of the review were anxiety, alcohol use, and use of other substances. We examined effects on depression as a secondary outcome since it commonly co-occurs with A-SUD. Results: Psychosocial interventions for co-occurring A-SUD showed moderate effects on anxiety (g = 0.44), alcohol (Hedges' g = 0.29), and other substance use (g = 0.38) at post intervention. Large effects were observed on depression (g = 0.88) at post intervention with high heterogeneity. These effects were maintained at follow-up for anxiety (Hedges' g = 0.38), other substances (g = 0.44), and depression (g = 0.50). Moderation analyses for demographic factors, intervention characteristics, community level factors, anxiety reduction, and alcohol use reduction, were non-significant. Conclusions: The current meta-analysis investigated the effects of psychosocial interventions on patients with anxiety and co-occurring SUD. The analyses indicated promising moderate-sized effects of treatment on anxiety, alcohol, all other drug use, and depression. The findings point to important avenues for psychosocial treatment while highlighting critical gaps in knowledge to be addressed in future research. © 2024 Elsevier Inc.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
17 of 49 cited sources checked · 7 supported · 0 flagged · accuracy not yet measured
- Premisecitation
Previous studies of comorbid populations have reported mixed findings regarding the effects of psychosocial interventions on A-SUD related outcomes compared to standard treatments.
“Previous studies of comorbid populations have reported mixed findings regarding the effects of psychosocial interventions on A-SUD related outcomes compared to standard treatments.(Hesse, 2009; Mehta et al., 2021)”
Quote in the paperSubstantial claim1 of 2 sources checked - Findingown data
In adults with co-occurring anxiety and substance use disorders, psychosocial interventions produced a moderate post-treatment effect on alcohol use (Hedges' g = 0.29).
“Psychosocial interventions for co-occurring A-SUD showed moderate effects on anxiety (g= 0.44), alcohol (Hedges’ g= 0.29), and other substance use (g= 0.38) at post intervention.”
- Also stated in: § Conclusions: · hedged
“The analyses indicated promising moderate-sized effects of treatment on anxiety, alcohol, all other drug use, and depression.”
Quote in the paperSubstantial claim- Rests on an assumption: The 16 included RCTs are representative of psychosocial interventions for adults with A-SUD, so the pooled effects generalize to that population.
- Rests on an assumption: The different control conditions across included studies are sufficiently comparable to pool into single effect sizes.
- Also stated in: § Conclusions: · hedged
- Findingown data
In adults with co-occurring anxiety and substance use disorders, the effect of psychosocial interventions on other substance use was maintained at follow-up (Hedges' g = 0.44).
“These effects were maintained at follow-up for anxiety (Hedges’ g= 0.38), other substances (g= 0.44), and depression (g= 0.50).”
Quote in the paperSubstantial claim- Rests on an assumption: The 16 included RCTs are representative of psychosocial interventions for adults with A-SUD, so the pooled effects generalize to that population.
- Rests on an assumption: The follow-up effect sizes are comparable across studies despite varying follow-up lengths.
- Rests on an assumption: The different control conditions across included studies are sufficiently comparable to pool into single effect sizes.
- Findingown data
All included studies used active control conditions.
“All of the studies used active controls: seven studies tested the experimental interventions against usual care (e.g., cognitive therapies paired with 12-step facilitation, standard alcohol use treatment),(Davoudi et al., 2021; Hashemi et al., 2022; Morley et al., 2015; Toneatto, 2005; K. Wolitzky-Taylor et al., 2018; Wolitzky-Taylor, Sewart, et al., 2022; Wüsthoff et al., 2014) two tested”
Quote in the paperNot a substantial claim - Findingown data
In adults with co-occurring anxiety and substance use disorders, the effect of psychosocial interventions on anxiety was maintained at follow-up (Hedges' g = 0.38).
“These effects were maintained at follow-up for anxiety (Hedges’ g= 0.38), other substances (g= 0.44), and depression (g= 0.50).”
Quote in the paperSubstantial claim- Rests on an assumption: The 16 included RCTs are representative of psychosocial interventions for adults with A-SUD, so the pooled effects generalize to that population.
- Rests on an assumption: The follow-up effect sizes are comparable across studies despite varying follow-up lengths.
- Rests on an assumption: The different control conditions across included studies are sufficiently comparable to pool into single effect sizes.
- Findingown data
In adults with co-occurring anxiety and substance use disorders, the effect of psychosocial interventions on depression was maintained at follow-up (Hedges' g = 0.50).
“These effects were maintained at follow-up for anxiety (Hedges’ g= 0.38), other substances (g= 0.44), and depression (g= 0.50).”
Quote in the paperSubstantial claim- Rests on an assumption: The 16 included RCTs are representative of psychosocial interventions for adults with A-SUD, so the pooled effects generalize to that population.
- Rests on an assumption: The follow-up effect sizes are comparable across studies despite varying follow-up lengths.
- Rests on an assumption: The different control conditions across included studies are sufficiently comparable to pool into single effect sizes.
- Findingown data
The search yielded 16 studies that met the inclusion criteria.
“The search left 16 studies included in the review (see PRISMA Flow Diagram, Figure 1.).”
Quote in the paperSubstantial claim - Findingown data
Psychosocial interventions had moderate-sized effects on depression in patients with A-SUD.
“The analyses indicated promising moderate-sized effects of treatment on anxiety, alcohol, all other drug use, and depression.”
Quote in the paperSubstantial claim- Rests on an assumption: The 16 included RCTs are representative of psychosocial interventions for adults with A-SUD, so the pooled effects generalize to that population.
- Findingown data
In adults with co-occurring anxiety and substance use disorders, psychosocial interventions produced a moderate post-treatment effect on other substance use (Hedges' g = 0.38).
“Psychosocial interventions for co-occurring A-SUD showed moderate effects on anxiety (g= 0.44), alcohol (Hedges’ g= 0.29), and other substance use (g= 0.38) at post intervention.”
- Also stated in: § Conclusions: · hedged
“The analyses indicated promising moderate-sized effects of treatment on anxiety, alcohol, all other drug use, and depression.”
Quote in the paperSubstantial claim- Rests on an assumption: The 16 included RCTs are representative of psychosocial interventions for adults with A-SUD, so the pooled effects generalize to that population.
- Rests on an assumption: The different control conditions across included studies are sufficiently comparable to pool into single effect sizes.
- Also stated in: § Conclusions: · hedged
- Findingown data
In adults with co-occurring anxiety and substance use disorders, psychosocial interventions produced a moderate post-treatment effect on anxiety (Hedges' g = 0.44).
“Psychosocial interventions for co-occurring A-SUD showed moderate effects on anxiety (g= 0.44), alcohol (Hedges’ g= 0.29), and other substance use (g= 0.38) at post intervention.”
- Also stated in: § Conclusions: · hedged
“The analyses indicated promising moderate-sized effects of treatment on anxiety, alcohol, all other drug use, and depression.”
Quote in the paperSubstantial claim- Rests on an assumption: The 16 included RCTs are representative of psychosocial interventions for adults with A-SUD, so the pooled effects generalize to that population.
- Rests on an assumption: The different control conditions across included studies are sufficiently comparable to pool into single effect sizes.
- Also stated in: § Conclusions: · hedged
- Findingcitation
Over half of the studies were some form of CBT.
“over half of the studies were some form of CBT, despite numerous other options for psychological interventions (e.g., motivational interviewing).(K. Wolitzky-Taylor et al., 2018)”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites K. Wolitzky-Taylor et al., 2018
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Findingown data
Only one study was delivered digitally.
“Only one study was delivered digitally, despite the increasing growth and promise in these digital interventions (e.g., mobile health, digital peer groups)”
Quote in the paperNot a substantial claim - Findingown data
Funnel plots for post intervention outcomes suggested minimal evidence of publication bias.
“Funnel plots for post intervention outcomes suggested minimal evidence of publication bias.”
Quote in the paperNot a substantial claim - Findingown data
One of the most striking findings of the review was the lack of studies evaluating populations that use substances beyond alcohol or cannabis (e.g., opioids, methamphetamine, cocaine).
“Although these results are promising, one of the most striking findings of the review was the lack of studies evaluating populations that use substances beyond alcohol or cannabis (e.g., opioids, methamphetamine, cocaine).”
Quote in the paperSubstantial claim - Findingown data
Psychological interventions had a moderately significant effect on reducing other substance use at post intervention (k=4, g=0.38, 95% CI=[0.14, 0.63], p= 0.0019).
“Aggregated effects across substance use outcomes other than alcohol indicated psychological interventions had a moderately significant effect on reducing other substance use (k=4, g=0.38, 95% CI=[0.14, 0.63], p= 0.0019).”
Quote in the paperSubstantial claim - Findingown data
Significant effects of psychosocial interventions on alcohol use did not hold at follow-up.
“Significant effects did not hold at follow-up.”
Quote in the paperSubstantial claim - Findingown data
Psychosocial interventions had a significant and moderate effect on reducing anxiety compared with active control conditions at post intervention (k=14, g=0.44, 95% CI=[0.24, 0.63], p < .0001).
“After aggregating effects across all anxiety specific outcomes, psychosocial interventions had a significant and moderate effect on reducing anxiety compared with active control conditions at post intervention (k=14, g=0.44, 95% CI=[0.24, 0.63], p < .0001).”
Quote in the paperSubstantial claim - Findingown data
Psychosocial interventions had a significant moderate reduction of alcohol consumption compared with active control conditions at post intervention (k=11, g=0.29, 95% CI=[0.12, 0.46], p= 0.0008).
“Aggregation of effects across all alcohol specific outcomes indicated that psychosocial interventions had a significant positive effect size (moderate in magnitude) which can be interpreted as a significant moderate reduction of alcohol consumption compared with active control conditions at post intervention (k=11, g=0.29, 95% CI=[0.12, 0.46], p= 0.0008).”
Quote in the paperSubstantial claim - Findingown data
Effects on other substance use remained moderately significant at follow-up (k=4, g=0.44, 95% CI=[0.10, 0.79], p= 0.0105).
“Effects remained moderately significant at follow-up (k=4, g=0.44, 95% CI=[0.10, 0.79], p= 0.0105).”
Quote in the paperSubstantial claim - Findingown data
Psychological interventions had a large and significant effect on reducing depressive symptoms at post intervention (k=6, g=0.81, 95% CI=[0.19, 1.43], p= 0.012).
“Aggregated effects across depression specific outcomes indicated psychological interventions had a large and significant effect (k=6, g=0.81, 95% CI=[0.19, 1.43], p= 0.012) on reducing depressive symptoms.”
Quote in the paperNot a substantial claim - Findingown data
Funnel plots for follow up models suggested modest evidence for publication bias.
“Funnel plots for follow up models suggested modest evidence for publication bias.”
Quote in the paperNot a substantial claim - Findingown data
No significant moderation effects were found for any potential moderators including sample characteristics, study characteristics, intervention characteristics, and loss to follow up in treatment and control.
“No significant moderation effects were found regarding any of the potential moderators including sample characteristics (e.g., mean age, sample size, percentage female, proportion of non-white participants, anxiety diagnoses), study characteristics (e.g., treatment duration, length of follow-up, inpatient vs outpatient setting), intervention characteristics (e.g., integrated vs parallel/sequential”
Quote in the paperSubstantial claim - Findingown data
At follow-up, the effect of psychosocial interventions on anxiety was significant yet small (k=10, g=0.38, 95% CI=[0.25, 0.52], p < .0001).
“At follow-up the effect was significant yet small in size (k=10, g=0.38, 95% CI=[0.25, 0.52], p < .0001).”
Quote in the paperSubstantial claim - Findingown data
A significant moderate effect was found on depression at follow-up (k=3, g=0.50, 95% CI=[0.19, 0.82], p= 0.0016).
“Significant moderate effect was found on depression at follow-up (k=3, g=0.50, 95% CI=[0.19, 0.82], p= 0.0016).”
Quote in the paperNot a substantial claim - Findingown data
Three studies were excluded due to participants having hazardous alcohol use rather than a diagnosis of alcohol use disorder.
“For example, three studies were excluded due to participants having hazardous alcohol use rather than a diagnosis of alcohol use disorder.”
Quote in the paperNot a substantial claim - Findingown data
After imputing one study on the left side in trim and fill analyses, the model omnibus effect for alcohol outcomes remained significant (g=0.25, 95% [0.07, 0.43], p=0.005).
“Adjusted with the imputed study the model omnibus effect was still significant (g=0.25, 95% [0.07, 0.43], p=0.005).”
Quote in the paperNot a substantial claim - Interpretationnone given
This review is the first meta-analysis focused specifically on psychosocial treatment effects in people with anxiety plus a substance use disorder.
“The current meta-analysis is the first to investigate specifically the effects of psychosocial interventions on patients with anxiety and a co-occurring SUD.”
Quote in the paperSubstantial claim - Premisecitation
People with an SUD are more than twice as likely to have an anxiety disorder as those without an SUD.
“Overall, people with an SUD are over twice as likely to have an anxiety disorder then those without an SUD(UNODC, 2022).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites UNODC, 2022
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Premisenone given
No prior meta-analysis has focused exclusively on people with A-SUD, beyond alcohol use, and on psychological treatments.
“To date, no meta-analyses have focused solely on individuals with A-SUD, beyond alcohol use, and psychological treatments specifically.”
Quote in the paperSubstantial claim - Interpretationreasoning
This limits the generalizability of the findings.
“Fourth the studies were largely in-person and CBT based interventions, again limiting the generalizability of these findings.”
Quote in the paperNot a substantial claim - Study design and conductown data
Most studies were identified as having at least 'Some Concerns' primarily due to potential for measurement bias and potential for deviations from intended interventions.
“Most studies were identified as having at least ‘Some Concerns’ primarily due to the potential for measurement bias and the potential for deviations from intended interventions.”
Quote in the paperNot a substantial claim - Interpretationown data
The non-significant moderator findings are likely due to being underpowered.
“Moderator analyses yielded non-significant findings on all variables at both post intervention and follow up for anxiety and alcohol specific outcomes likely due to being underpowered.”
Quote in the paperSubstantial claim - Interpretationown data
Our findings suggest that anxiety is an important and malleable moderator of psychosocial interventions targeting reductions in substance use outcomes.
“Our findings add to existing literature suggesting that anxiety is an important and malleable moderator of psychosocial interventions targeting reductions in substance use outcomes (e.g., drinking days) and should be prioritized as a proximal intervention target in future research.(Kate Wolitzky-Taylor et al.)”
Quote in the paperSubstantial claim - Study design and conductown data
Eleven studies (69%) were identified as either lacking blinding or having unclear blinding of interventionists.
“Regarding potential deviations from intended interventions, 11 studies (69%) were identified as either lacking blinding or having unclear blinding of interventionists.”
Quote in the paperNot a substantial claim
- May combine two claims. 42
- Classified as probably not a substantial claim. 19
May combine two claims.
PremisecitationSequential or parallel treatments have produced health improvements but are generally considered suboptimal and less effective than integrated care for A-SUD.
“These approaches have historically led to health improvement, but are not considered optimal and generally underperform relative to integrated care for A-SUD(Brewer et al., 2017; Fantuzzi & Mezzina, 2020; McGovern et al., 2014; Mueser, 2003; Spivak et al., 2020).”
Quote in the paperSubstantial claim1 of 3 sources checked- cites Brewer et al., 2017 source
- cites Fantuzzi & Mezzina, 2020 source
- cites McGovern et al., 2014 source
The introductory passage labeled Abstract (page unavailable) says integrated treatment for co-occurring mental health and substance use disorders is associated with improved patient outcomes. The Discussion, Summary of Findings (page unavailable) says integrated services should be in place. Neither passage establishes that sequential or parallel treatment historically improved health or directly compares its effectiveness with integrated care; the paper also does not make this claim specifically for A-SUD. (LLM, conf=0.85)
Experimental — accuracy not yet measured
May combine two claims.
PremisecitationSeveral studies since 2021 report that integrated psychological treatment outperforms usual care for anxiety and for substance-specific outcomes like alcohol and cannabis use.
“As recently as 2021, several studies have found that integrated psychological interventions are significantly more effective than standard of care on anxiety as well as substance specific outcomes (e.g., alcohol use, cannabis use; Davoudi et al., 2021; Hashemi et al., 2022; Stapinski et al., 2021; Wolitzky-Taylor, Glasner, et al., 2022; K. Wolitzky-Taylor et al., 2018; Wolitzky-Taylor, Sewart, et”
Quote in the paperSubstantial claim1 of 3 sources checked- cites Davoudi et al., 2021
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Hashemi et al., 2022 source
The Discussion reports that acceptance and commitment therapy significantly reduced anxiety in people with substance use disorders compared with the control group. But the Methods say the control group received no specific active treatment, not standard care, and the study measured depression and anxiety—not alcohol or cannabis use. This paper therefore supports the anxiety finding, but not the claimed comparator or substance-specific outcomes. (LLM, conf=0.88)
Experimental — accuracy not yet measured - cites Stapinski et al., 2021 source
May combine two claims.
PremisecitationA-SUD is associated with worse retention, higher relapse risk, more distress, internalized stigma, lower quality of life, and more polysubstance use than SUD alone.
“relapse for SUD, experience increased distress, internalized stigma, lower quality of life, and a higher likelihood of using multiple substances than people diagnosed with SUD alone(Carpentier et al., 2009; Chang et al., 2019; Conway et al., 2006; Lejuez et al., 2008; Rogers et al., 2019).”
Quote in the paperSubstantial claim1 of 3 sources checked- cites Carpentier et al., 2009 source
- cites Chang et al., 2019 source
The Results and Discussion report psychological distress, self-stigma, and lower quality of life among treatment-seeking opioid-dependent individuals. They do not compare people with A-SUD against people with SUD alone, or establish worse retention, higher relapse risk, or more polysubstance use in that comparison. (LLM, conf=0.85)
Experimental — accuracy not yet measured - cites Conway et al., 2006 source
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataBias risk was evaluated by two reviewers with the Cochrane RoB 2.0 instrument.
“Risk of bias was assessed by 2 reviewers (WN, AR) using the Cochrane Collaboration’s Risk of Bias (RoB) tool version 2.0.(Sterne et al., 2019)”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites Sterne et al., 2019 source
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationPrevious reviews have identified various individual, intervention, and organizational level factors affecting the relationship between psychological treatments and anxiety or substance use outcomes.
“Previous reviews have identified various individual (e.g., race/ethnicity, gender), intervention (e.g., loss to follow-up, length of treatment), and organizational level factors (e.g., inpatient versus outpatient setting) affecting the relationship between psychological treatments and anxiety or substance use outcomes.(NIDA, 2020; Committee on Developing Evidence-Based Standards for Psychosocial”
Quote in the paperNot a substantial claim1 of 3 sources checked- cites NIDA, 2020
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Committee on Developing Evidence-Based Standards for Psychosocial Interventions for Mental et al., 2015
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Guerrero et al., 2013 source
The Discussion (p. 1460) says individual, service, and system factors played a role in substance-abuse treatment completion across racial and ethnic groups. The source is an original study of outpatient treatment completion, not a review of psychological treatments, and it does not establish effects on anxiety or substance-use outcomes or compare inpatient with outpatient settings. (LLM, conf=0.86)
Experimental — accuracy not yet measured
May combine two claims.
PremisecitationAnother recent review found similar effects on depression and substance-use related outcomes as our review but was not able to analyze anxiety due to insufficient numbers of studies.
“Another recent review found similar effects on depression and substance-use related outcomes as our review but was not able to analyze anxiety due to insufficient numbers of studies.(Hesse, 2009)”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites Hesse, 2009 source
The Results report meta-analyses of depression symptoms and substance-use outcomes, and confirm that no anxiety meta-analysis was conducted. But the Results section on anxiety attributes that limitation to two of five trials reporting only multivariate outcomes, not to an insufficient number of studies. The cited paper cannot establish whether its effects were similar to those of the citing authors’ review. (LLM, conf=0.90)
Experimental — accuracy not yet measured
May combine two claims.
PremisecitationRecent reviews have highlighted the lack of research regarding psychological interventions for patients with comorbid anxiety and opioid use and the potential of psychological interventions to be paired with medication to address both anxiety and opioid use concurrently.
“Recent reviews have highlighted the lack of research regarding psychological interventions (e.g., Integrated CBT) for patients with comorbid anxiety and opioid use and specifically the potential of psychological interventions to be paired with medication (e.g., suboxone) to address both anxiety and opioid use concurrently.(Dugosh et al., 2016; Langdon et al., 2019)”
Quote in the paperNot a substantial claim2 of 2 sources checkedMay combine two claims.
PremisecitationAnxiety is an important treatment target for addressing mechanisms of substance use and numerous models suggest that substances are often used to mitigate anxiety.
“Anxiety is an important treatment target for addressing mechanisms of substance use and numerous models (e.g., self-medication, tension reduction and negative reinforcement) suggest that substances are often used to mitigate anxiety.(Baker et al., 2004; Conger, 1956; Ummels et al., 2022)”
Quote in the paperSubstantial claim1 of 3 sources checked- cites Baker et al., 2004 source
- cites Conger, 1956 source
- cites Ummels et al., 2022 source
In §4.2, Main findings (page unavailable), the paper says its findings are consistent with people using alcohol to decrease anxiety symptoms, as proposed by the self-medication hypothesis. It does not establish that anxiety is an important treatment target, and its discussion concerns alcohol rather than substances generally or all three named models. (LLM, conf=0.86)
Experimental — accuracy not yet measured
May combine two claims.
PremisecitationMethamphetamine use is highly comorbid with anxiety disorders and psychological interventions are currently the front-line treatment for stimulants, yet studies investigating the effectiveness of psychological interventions among patients with comorbid anxiety disorders remain under researched.
“Methamphetamine use is highly comorbid with anxiety disorders and psychological interventions are currently the front-line treatment for stimulants, yet studies investigating the effectiveness of psychological interventions among patients with comorbid anxiety disorders remain under researched.(Salo et al., 2011; Stuart et al., 2020)”
Quote in the paperSubstantial claim2 of 2 sources checked- cites Salo et al., 2011 source
Split into 2 atoms — 0 confirmed, 1 partially supported, 0 disputed, 0 misattributed, 1 unverifiable. Expand the claim to see per-atom verdicts.
Experimental — accuracy not yet measured - cites Stuart et al., 2020 source
Split into 2 atoms — 1 confirmed, 1 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
Experimental — accuracy not yet measured
May combine two claims.
FindingcitationOnly one study considered multiple substances and this sample was still largely alcohol focused.
“Only one study considered multiple substances and this sample was still largely alcohol focused.(Wüsthoff et al., 2014)”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Wüsthoff et al., 2014 source
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationMethamphetamine use is another growing global public health concern.
“Likewise, methamphetamine use is another growing global public health concern.(Jones et al., 2022; Paulus & Stewart, 2020)”
Quote in the paperNot a substantial claim2 of 2 sources checkedClassified as probably not a substantial claim.
PremisecitationPrevious reviews have found integrated treatments more effective than parallel or single disorder options.
“We anticipated that integrated versus non-integrated treatments would be a significant moderator of anxiety and substance use as previous reviews have found integrated treatments more effective then parallel or single disorder options.(Kelly & Daley, 2013; Mangrum et al., 2006; Mueser, 2003; Torchalla et al., 2012; van Wamel et al., 2015; Yule & Kelly, 2019)”
Quote in the paperSubstantial claim1 of 3 sources checkedProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationOpioid use and anxiety disorders frequently co-occur and patients with elevated anxiety are more likely to relapse and/or drop out of opioid treatment as well as experience psychological distress.
“For example, opioid use and anxiety disorders frequently co-occur and patients with elevated anxiety are more likely to relapse and/or drop out of opioid treatment as well as experience psychological distress (e.g., pain intolerance, distress intolerance).(Langdon et al., 2019)”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites Langdon et al., 2019 source
The Introduction reports frequent co-occurrence, and “Impact of Comorbidity on Treatment Outcomes” says elevated anxiety may be associated with relapse or premature treatment discontinuation. The paper discusses distress intolerance, but does not establish that patients with elevated anxiety are more likely to experience it; its “Distress Intolerance” section reports that distress intolerance was not associated with measured pain tolerance. Page numbers were not available in our copy. (LLM, conf=0.88)
Experimental — accuracy not yet measured
May combine two claims.
Findingown dataIn adults with co-occurring anxiety and substance use disorders, psychosocial interventions produced a large post-treatment effect on depression (Hedges' g = 0.88), with high heterogeneity.
“Large effects were observed on depression (g= 0.88) at post intervention with high heterogeneity.”
Quote in the paperSubstantial claim- Rests on an assumption: The 16 included RCTs are representative of psychosocial interventions for adults with A-SUD, so the pooled effects generalize to that population.
- Rests on an assumption: The different control conditions across included studies are sufficiently comparable to pool into single effect sizes.
May combine two claims.
Findingown dataModeration tests for demographic variables, intervention features, community-level variables, anxiety reduction, and alcohol reduction were not significant.
“Moderation analyses for demographic factors, intervention characteristics, community level factors, anxiety reduction, and alcohol use reduction, were non-significant.”
Quote in the paperNot a substantial claim- Rests on an assumption: The 16 included RCTs are representative of psychosocial interventions for adults with A-SUD, so the pooled effects generalize to that population.
May combine two claims.
Findingown dataTrim and fill for depression at follow up imputed three studies on the left side and significance was maintained in the omnibus effect (g=0.38, 95% [0.12, 0.63], p=0.0043).
“Trim and fill for depression at follow up showed three studies imputed on the left side and significance was maintained in omnibus effect (g=0.38, 95% [0.12, 0.63], p=0.0043).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataThe follow-up anxiety model heterogeneity was low (I2= 0%, t2=0) and non-significant (Q[9]=9.9, p=0.35).
“The follow-up model heterogeneity was low at (I2= 0%, t2=0) and non-significant (Q[9]=9.9, p=0.35).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataThe follow-up depression model heterogeneity was low (I2= 0%, t2=0) and non-significant (Q[2]=0.74, p=0.69).
“The follow-up model heterogeneity was low at (I2= 0%, t2=0), and non-significant (Q[2]=0.74, p=0.69).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataMany of the included studies lacked important demographic information of the study populations, potentially affecting both the exploratory moderator analyses as well as the generalizability of the main results.
“First, many of the included studies lacked important demographic information of the study populations, potentially affecting both the exploratory moderator analyses as well as the generalizability of the main results.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataAnxiety had marginal significance as a moderator of alcohol specific outcomes at follow-up (k=6, g=0.47, 95% CI=[−0.04, 0.98], p= 0.07) and accounted for a considerable amount of heterogeneity in the model (R2=99.84%).
“Notably, anxiety had marginal significance as a moderator of alcohol specific outcomes at follow-up (k=6, g=0.47, 95% CI=[−0.04, 0.98], p= 0.07) and accounted for a considerable amount of heterogeneity in the model (R2=99.84%).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataThe follow-up other substance use model heterogeneity was moderate (I2= 39.82%, t2=0.04) and non-significant (Q[3]=6.67, p=0.08).
“The follow-up model heterogeneity was moderate at (I2= 39.82%, t2=0.04) and non-significant in reviewing the Q-statistic (Q[3]=6.67, p=0.08).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataOnly 7 of 16 studies reported race/ethnicity, five studies reported income, gender was largely operationalized as a binary, sexual orientation was not included in any of the studies, and few reported educational levels.
“Specifically, only 7 of 16 studies reported race/ethnicity, five studies reported income, gender was largely operationalized as a binary, sexual orientation was not included in any of the studies, and few reported educational levels.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataTrim and fill analyses for anxiety related outcomes imputed one study on the left side and the omnibus effect remained significant yet smaller (g=0.37, 95% [0.23, 0.50], p<0.0001).
“Trim and fill analyses for anxiety related outcomes showed one study imputed on the left side and omnibus effect remained significant yet smaller in size (g=0.37, 95% [0.23, 0.50], p<0.0001).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataAll studies included active controls, 12 reported loss to follow up, and eight indicated using a time-matched control condition.
“All studies included active controls, 12 reported loss to follow up and eight indicated using a time-matched control condition.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataHeterogeneity for the post-intervention depression model was high (I2= 88.82%, t2=0.52) and significant (Q[5]=35.29, p<0.0001).
“However, these results should be interpreted with caution as heterogeneity was high (I2= 88.82%, t2=0.52) and significant (Q[5]=35.29, p<0.0001).”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataOnly models for psychotherapeutic interventions on alcohol related outcomes required imputation.
“Only models for psychotherapeutic interventions on alcohol related outcomes required imputation.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataIn the existing literature, psychological interventions were tested among a wide range of anxiety diagnoses but largely focused on alcohol use and cannabis use.
“We found that in the existing literature, psychological interventions were tested among a wide range of anxiety diagnoses but largely focused on alcohol use and cannabis use consistent with previous literature.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataHeterogeneity for the other substance use post-intervention model was low (I2= 0%, t2=0.0) and non-significant (Q[3]=0.85, p=0.84).
“Heterogeneity was low as assessed through the I2 statistic (I2= 0%, t2=0.0) and non-significant in reviewing the Q-statistic (Q[3]=0.85, p=0.84).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataThe included studies were largely in-person and CBT based interventions.
“Fourth the studies were largely in-person and CBT based interventions, again limiting the generalizability of these findings.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataEight included studies targeted any anxiety diagnoses, five targeted social anxiety disorder, one included agoraphobia and panic disorder, and two required only elevated anxiety symptoms.
“Concerning co-occurring anxiety, eight studies included any anxiety diagnoses, (Buckner et al., 2019; Ciraulo et al., 2013; Hashemi et al., 2022; Kushner et al., 2013; Morley et al., 2015; Toneatto & Calderwood, 2015; K. Wolitzky-Taylor et al., 2018; Wüsthoff et al., 2014) five targeted social anxiety disorder,(Randall et al., 2001; Schadé et al., 2005; Stapinski et al., 2021; Toneatto, 2005; Wol”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataSeven of the 16 studies used a non-integrated treatment approach, while the remaining studies used integrated treatments.
“Seven studies utilized a non-integrated treatment approach (e.g., stand alone, parallel, sequential)(Bowen et al., 2000; Ciraulo et al., 2013; davoudi et al., 2021; Hashemi et al., 2022; Schadé et al., 2005; Toneatto, 2005; Toneatto & Calderwood, 2015) while all others investigated integrated treatments.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataHeterogeneity for the post-intervention alcohol model was moderate (I2= 45.12%, t2=0.03) and significant (Q[10]=19.31, p=0.03).
“Heterogeneity was moderate (I2= 45.12%, t2=0.03) and significant (Q[10]=19.31, p=0.03).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataHeterogeneity for the post-intervention anxiety model was high (I2= 60.5%, t2=0.07) and significant (Q[12]=38.43, p=0.0002).
“Heterogeneity was high (I2= 60.5%, t2=0.07) and significant (Q[12]=38.43, p=0.0002).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataAlcohol was the primary substance in most included studies (k=12), three trials investigated cannabis use, and one study did not report specific substances.
“Alcohol was the primary substance in most studies (k=12),(Bowen et al., 2000; Ciraulo et al., 2013; Kushner et al., 2013; Morley et al., 2015; Randall et al., 2001; Schadé et al., 2005; Stapinski et al., 2021; Toneatto, 2005; Toneatto & Calderwood, 2015; K. Wolitzky-Taylor et al., 2018; Wolitzky-Taylor, Sewart, et al., 2022; Wüsthoff et al., 2014) three trials investigated cannabis use,(Buckner et”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
PremisecitationIntegrated treatment is recommended as the first-line evidence-based approach for A-SUD.
“Integrative treatment is recommended as the front-line evidence-based approach and involves the simultaneous treatment of multiple clinical issues via a comprehensive model of care, including individual/group therapeutic approaches that may be combined with psychopharmacological approaches(NIDA, 2020; UNODC, 2022).”
Quote in the paperSubstantial claim0 of 2 sources checked- cites NIDA, 2020
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites UNODC, 2022
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductcitationThe review was preregistered on PROSPERO under registration CRD42021240059.
“The review was conducted in accordance with the Preferred Reporting Items for Systematic Reviews and Meta-Analysis Protocols Statement (PRISMA-P) and was preregistered on PROSPERO (Registration: CRD42021240059; Nardi, 2018).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Nardi, 2018
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Classified as probably not a substantial claim.
PremisecitationPsychosocial interventions are important treatment components for people with co-occurring A-SUD who need comprehensive care addressing both conditions at the same time.
“Psychosocial interventions (e.g., cognitive behavioral therapy, motivational interviewing, contingency management) are important elements of treatment for people with co-occurring A-SUD who require comprehensive treatment addressing both conditions concurrently(NIDA, 2020; Services, 2009).”
Quote in the paperSubstantial claim0 of 2 sources checked- cites NIDA, 2020
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Services, 2009
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
PremisecitationEarlier reviews either concentrated on SUD with severe mental illness or PTSD, or covered SUD with many mental health conditions, combining anxiety with depression and other disorders.
“First, prior reviews have either narrowly focused on the co-occurrence of SUD with severe mental health conditions (e.g., schizophrenia, bipolar disorder) and post-traumatic stress disorder (PTSD), or have broadly focused on the co-occurrence of SUD with a wide variety of mental health concerns, aggregating anxiety with depression and other conditions(Hunt et al., 2019; Mehta et al., 2021; Roberts”
Quote in the paperSubstantial claim0 of 3 sources checkedProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductcitationThe review followed the PRISMA-P statement.
“The review was conducted in accordance with the Preferred Reporting Items for Systematic Reviews and Meta-Analysis Protocols Statement (PRISMA-P) and was preregistered on PROSPERO (Registration: CRD42021240059; Nardi, 2018).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Nardi, 2018
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Classified as probably not a substantial claim.
PremisecitationSome reviews concluded that psychosocial treatment for severe mental illness with co-occurring SUD does not significantly improve mental health, global functioning, or substance use.
“For instance, several reviews have concluded that psychosocial treatments for persons with severe mental illness and co-occurring SUD do not have significant effects on mental health, global functioning, or substance use outcomes(Hunt et al., 2019; Mehta et al., 2021; Roberts et al., 2015).”
Quote in the paperSubstantial claim0 of 3 sources checkedProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductown dataData were first extracted by one coder and then checked for accuracy by two additional coders.
“Data were preliminarily extracted independently by a single coder (WN) and then all records were reviewed for accuracy by second coders (AR, PJAK).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductnone givenHeterogeneity was measured with the Q-statistic, I2, and t2, with I2 ≥50% considered high.
“Three approaches were used to measure heterogeneity. Specifically, we used the Q-statistic with a significance level of >0.05, the I2 statistic, and the t2 statistic. Any I2 value of ≥50% was considered high heterogeneity.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenA preliminary audit of 20% of abstracts checked reviewer consistency and reliability.
“A preliminary audit of 20% of the abstracts was conducted to evaluate reviewer consistency/reliability.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductown dataPublication bias was assessed with funnel plots and trim-and-fill analyses.
“Funnel plots are presented for both the main outcomes (i.e., anxiety, alcohol, substances other than alcohol) and for exploratory outcomes (i.e., depression). The standardized mean differences are presented against the standard error and used to assess publication bias. In addition, we conducted trim and fill analyses to investigate funnel plot asymmetry and report intervention effects adjusted”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Borenstein, M. et al., 2009
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Classified as probably not a substantial claim. May combine two claims.
InterpretationreasoningThese findings offer encouraging evidence for comprehensive, transdiagnostic treatments for patients with co-occurring anxiety and substance use while highlighting critical gaps in knowledge to be addressed in future research.
“These findings offer encouraging evidence for comprehensive, transdiagnostic treatments for patients with co-occurring anxiety and substance use while highlighting critical gaps in knowledge to be addressed in future research.”
Quote in the paperSubstantial claimMay combine two claims.
Interpretationown dataOur study offers important findings regarding the efficacy of psychosocial interventions for A-SUD populations on substance use outcomes, predominantly for alcohol and cannabis use as there was a paucity of studies examining additional substances.
“Our study also offers important findings regarding the efficacy of psychosocial interventions for A-SUD populations on substance use outcomes, predominantly for alcohol and cannabis use as there was a paucity of studies examining additional substances.”
Quote in the paperSubstantial claimMay combine two claims.
Study design and conductown dataNone of the studies indicated blinding by outcome assessors and all used self-report for the primary outcomes.
“With regard to measurement bias, none of the studies indicated blinding by outcome assessors and all used self-report for the primary outcomes.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
InterpretationcitationThe discrepancy between our findings and the CBI review is possibly due to the small number of studies in the CBI review and the non-significant pooled effects on substance use outcomes overall.
“This discrepancy is possibly due to the small number of studies in the CBI review and the fact that pooled effects on substance use outcomes overall were non-significant.(Mehta et al., 2021)”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Mehta et al., 2021 source
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationOpioids and methamphetamines present a growing public health concern globally and are highly comorbid with anxiety disorders.
“We expected to find additional studies investigating other substances, such as opioids and methamphetamines, which present a growing public health concern globally and are highly comorbid with anxiety disorders.(Krausz et al., 2021; Stoneberg et al., 2018)”
Quote in the paperNot a substantial claim0 of 2 sources checkedClassified as probably not a substantial claim. May combine two claims.
PremisecitationA recent review of integrated cognitive behavioral interventions found that overall integrated CBI did not outperform active controls, only outperforming single disorder treatment for substance use outcomes (g=0.27, p=0.025), and had significant effects on mental health outcomes only among PTSD samples (g=0.26, p=0.048).
“A recent review of integrated cognitive behavioral interventions (CBI) on substance-use and co-occurring mental health conditions found that overall integrated CBI did not outperform active controls, only outperforming single disorder treatment for substance use outcomes (g=0.27, p=0.025), and had significant effects on mental health outcomes only among PTSD samples (g=0.26, p=0.048).(Mehta et al.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Mehta et al., 2021 source
May combine two claims.
Interpretationown dataOur review offers novel findings demonstrating the effectiveness of psychosocial interventions for A-SUD populations on anxiety, while building on evidence supporting their effectiveness on substance use outcomes and depression.
“Our review offers novel findings demonstrating the effectiveness of psychosocial interventions for A-SUD populations on anxiety, while building on the evidence supporting their effectiveness on substance use outcomes and depression.”
Quote in the paperSubstantial claimMay combine two claims.
Study design and conductown dataOf the included studies, only 2 were deemed high risk of bias and all others were found to have 'Some Concerns'.
“Of the included studies only 2 were deemed high risk of bias all others were found to have ‘Some Concerns’ (Figure 6).”
Quote in the paperNot a substantial claimMay combine two claims.
InterpretationreasoningThe requirement that interventions be anxiety-specific may have limited the number of included studies, but the current review offers novel findings regarding the effects on anxiety comorbidities specifically.
“This specificity may have limited the number of included studies, but as previous reviews have considered mixed mental health comorbidities, the current review offers novel findings regarding the effects on anxiety comorbidities specifically.”
Quote in the paperSubstantial claim
The paper relies on this without support.
Prior reviews excluded studies that combined psychosocial interventions with pharmacological treatment.
“Third, prior reviews have excluded studies assessing psychosocial interventions in combination with pharmacological treatment.”
The paper relies on this without support.
Prior reviews were largely limited to examining integrated interventions on alcohol use.
“Second, prior reviews have been largely limited to investigating the effects of integrated interventions on alcohol use.”
The paper relies on this without support.
The 16 included RCTs are representative of psychosocial interventions for adults with A-SUD, so the pooled effects generalize to that population.
“The analyses indicated promising moderate-sized effects of treatment on anxiety, alcohol, all other drug use, and depression.”
The paper relies on this without support.
The follow-up effect sizes are comparable across studies despite varying follow-up lengths.
“These effects were maintained at follow-up for anxiety (Hedges’ g= 0.38), other substances (g= 0.44), and depression (g= 0.50).”
The paper relies on this without support.
The different control conditions across included studies are sufficiently comparable to pool into single effect sizes.
“All of the studies used active controls: seven studies tested the experimental interventions against usual care”
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.
Abstract and results give different post-treatment depression effects
MajorThe abstract reports a post-intervention depression effect of 0.88, while the detailed synthesis reports 0.81 for that outcome.
“Large effects were observed on depression (g= 0.88) at post intervention with high heterogeneity.”
“Aggregated effects across depression specific outcomes indicated psychological interventions had a large and significant effect (k=6, g=0.81, 95% CI=[0.19, 1.43], p= 0.012) on reducing depressive symptoms.”
Full-text exclusion reasons account for only 40 of 42 exclusions
MinorThe listed reasons total 40, leaving two of the reported 42 exclusions unaccounted for.
Reported 42 · recomputed 40
“Of the 58 abstracts reviewed, 42 were excluded: 15 were not randomized trials, 11 did not test interventions designed for co-occurring A-SUD, 5 did not test psychological interventions, 8 did not enroll participants with a formal SUD, and 1 did not enroll adults.”
Anxiety heterogeneity test has the wrong degrees of freedom
MinorFor the stated 14 studies, a standard Q heterogeneity test has 13 degrees of freedom, not the reported 12.
Reported 12 · recomputed 13
“at post intervention (k=14, g=0.44, 95% CI=[0.24, 0.63], p < .0001). Heterogeneity was high (I2= 60.5%, t2=0.07) and significant (Q[12]=38.43, p=0.0002).”
Discussion assigns the adjusted follow-up depression effect to post-treatment
MinorThe discussion labels the trim-and-fill-adjusted depression effect of 0.38 as post-intervention, but the reporting-bias section identifies that value as the adjusted follow-up effect.
“significant effects on depression (g=0.81 before trim and fill, and g = 0.38 after trim and fill) at post intervention compared with active controls.”
“Trim and fill for depression at follow up showed three studies imputed on the left side and significance was maintained in omnibus effect (g=0.38, 95% [0.12, 0.63], p=0.0043).”
Depression follow-up analysis falls below the stated study minimum
MinorThe methods require at least four studies for quantitative analysis, but the reported depression follow-up analysis includes three.
“Quantitative analyses were contingent on at least four studies (k≥4) utilizing a similar intervention design (e.g., RCTs with passive controls) consistent with best practices for meta-analysis in systematic reviews.”
“Significant moderate effect was found on depression at follow-up (k=3, g=0.50, 95% CI=[0.19, 0.82], p= 0.0016).”
Cites
RoB 2: a revised tool for assessing risk of bias in randomised trials
Sterne, J. A. C., Savović, J., Page, M. J., Elbers, R. G., Blencowe, N. S., Boutron, I., Cates, C. J., Cheng, H.-Y., Corbett, M. S., Eldridge, S. M., et al. (2019) · BMJ · doi:10.1136/bmj.l4898 · Cited by 33,583 · see citing works
Rayyan-a web and mobile app for systematic reviews.
Ouzzani, M., Hammady, H., Fedorowicz, Z., & Elmagarmid, A. (2016) · Systematic Reviews · doi:10.1186/s13643-016-0384-4 · Cited by 26,092 · see citing works
PRESS Peer Review of Electronic Search Strategies: 2015 Guideline Statement
McGowan, J., Sampson, M., Salzwedel, D. M., Cogo, E., Foerster, V., & Lefebvre, C. (2016) · Journal of Clinical Epidemiology · doi:10.1016/j.jclinepi.2016.01.021 · Cited by 5,700 · see citing works
Santomauro, D. F., Mantilla Herrera, A. M., Shadid, J., Zheng, P., Ashbaugh, C., Pigott, D. M., Abbafati, C., Adolph, C., Amlag, J. O., Aravkin, A. Y., et al. (2021) · The Lancet · doi:10.1016/s0140-6736(21)02143-7 · Cited by 5,444 · see citing works
Statistical Methods for Meta-Analysis.
Freeman, P. R., Hedges, L. V., & Olkin, I. (1986) · Biometrics · doi:10.2307/2531069 · Cited by 4,832 · see citing works
The Handbook of Research Synthesis and Meta-Analysis
(2019) · doi:10.7758/9781610448864 · Cited by 4,553 · see citing works
The role of google scholar in evidence reviews and its applicability to grey literature searching
Haddaway, N. R., Collins, A. M., Coughlin, D., & Kirk, S. (2015) · PLOS ONE · doi:10.1371/journal.pone.0138237 · Cited by 2,387 · see citing works
Addiction motivation reformulated: an affective processing model of negative reinforcement
Baker, T. B., Piper, M. E., McCarthy, D. E., Majeskie, M. R., & Fiore, M. C. (2004) · Psychological Review · doi:10.1037/0033-295x.111.1.33 · Cited by 2,162 · see citing works
Degenhardt, L., Charlson, F., Ferrari, A., Santomauro, D., Erskine, H., Mantilla-Herrara, A., Whiteford, H., Leung, J., Naghavi, M., Griswold, M., et al. (2018) · The Lancet Psychiatry · doi:10.1016/s2215-0366(18)30337-7 · Cited by 1,572 · see citing works
Conway, K. P., Compton, W., Stinson, F. S., & Grant, B. F. (2006) · The Journal of Clinical Psychiatry · doi:10.4088/jcp.v67n0211 · Cited by 934 · see citing works
Alcoholism: theory, problem and challenge. II. Reinforcement theory and the dynamics of alcoholism.
Conger, J. J. (1956) · PubMed · Cited by 810 · see citing works
II. Reinforcement Theory and the Dynamics of Alcoholism
Conger, J. J. (1956) · Quarterly Journal of Studies on Alcohol · doi:10.15288/qjsa.1956.17.296 · Cited by 617 · see citing works
A Meta-Analysis of Cultural Adaptations of Psychological Interventions
Hall, G. C. N., Ibaraki, A. Y., Huang, E. R., Marti, C. N., & Stice, E. (2016) · Behavior Therapy · doi:10.1016/j.beth.2016.09.005 · Cited by 598 · see citing works
Roberts, N. P., Roberts, P. A., Jones, N., & Bisson, J. I. (2015) · Clinical Psychology Review · doi:10.1016/j.cpr.2015.02.007 · Cited by 429 · see citing works
Integrated treatment of substance use and psychiatric disorders
Kelly, T. M., & Daley, D. C. (2013) · Social Work in Public Health · doi:10.1080/19371918.2013.774673 · Cited by 378 · see citing works
Integrated Treatment for Dual Disorders: A Guide to Effective Practice
Albanese, M. J. (2004) · Psychiatric Services · doi:10.1176/appi.ps.55.8.953 · Cited by 370 · see citing works
Dugosh, K., Abraham, A., Seymour, B., McLoyd, K., Chalk, M., & Festinger, D. (2016) · Journal of Addiction Medicine · doi:10.1097/adm.0000000000000193 · Cited by 333 · see citing works
Cognitive behavioral therapy in anxiety disorders: current state of the evidence
Otte, C. (2011) · Dialogues in Clinical Neuroscience · doi:10.31887/dcns.2011.13.4/cotte · Cited by 313 · see citing works
Neurobiology, Clinical Presentation, and Treatment of Methamphetamine Use Disorder: A Review
Paulus, M. P., & Stewart, J. L. (2020) · JAMA Psychiatry · doi:10.1001/jamapsychiatry.2020.0246 · Cited by 310 · see citing works
Psychosocial Interventions for People With Both Severe Mental Illness and Substance Misuse
Hunt, G. E., Siegfried, N., Morley, K. C., Sitharthan, T., & Cleary, M. L. (2013) · Schizophrenia Bulletin · doi:10.1093/schbul/sbt160 · Cited by 282 · see citing works
Jones, C. M., Houry, D., Han, B., Baldwin, G., Vivolo‐Kantor, A., & Compton, W. M. (2022) · Annals of the New York Academy of Sciences · doi:10.1111/nyas.14688 · Cited by 202 · see citing works
Randall, C. L., Thomas, S., & Thevos, A. K. (2001) · Alcoholism: Clinical and Experimental Research · doi:10.1111/j.1530-0277.2001.tb02201.x · Cited by 188 · see citing works
PROSPERO International prospective register of systematic reviews
Quayle, E., Cooper, K., Newman, E., & Cariola, L. A. (2017) · Cited by 186 · see citing works
Torchalla, I., Nosen, L., Rostam, H., & Allen, P. (2012) · Journal of Substance Abuse Treatment · doi:10.1016/j.jsat.2011.09.001 · Cited by 174 · see citing works
Disparities in completion of substance abuse treatment between and within racial and ethnic groups
Guerrero, E. G., Marsh, J. C., Duan, L., Oh, C., Perron, B., & Lee, B. (2013) · Health Services Research · doi:10.1111/1475-6773.12031 · Cited by 168 · see citing works
Evidence Based Psychosocial Interventions in Substance Use
Jhanjee, S. (2014) · Indian Journal of Psychological Medicine · doi:10.4103/0253-7176.130960 · Cited by 167 · see citing works
Psychiatric comorbidity in methamphetamine dependence
Salo, R., Flower, K., Kielstein, A., Leamon, M. H., Nordahl, T. E., & Galloway, G. P. (2011) · Psychiatry Research · doi:10.1016/j.psychres.2010.09.014 · Cited by 151 · see citing works
Psychiatric comorbidity reduces quality of life in chronic methadone maintained patients
Carpentier, P. J., Krabbe, P. F. M., Van Gogh, M. T., Knapen, L. J. M., Buitelaar, J. K., & De Jong, C. A. J. (2009) · The American Journal on Addictions · doi:10.3109/10550490903205652 · Cited by 138 · see citing works
Hesse, M. (2009) · BMC Psychiatry · doi:10.1186/1471-244x-9-6 · Cited by 130 · see citing works
McGovern, M. P., Lambert-Harris, C., Gotham, H. J., Claus, R. E., & Xie, H. (2014) · Administration and Policy in Mental Health and Mental Health Services Research · doi:10.1007/s10488-012-0449-1 · Cited by 126 · see citing works
Lejuez, C. W., Zvolensky, M. J., Daughters, S. B., Bornovalova, M. A., Paulson, A., Tull, M. T., Ettinger, K., & Otto, M. W. (2008) · Behaviour Research and Therapy · doi:10.1016/j.brat.2008.03.010 · Cited by 126 · see citing works
Roberts, N. P., Lotzin, A., & Schäfer, I. (2022) · European Journal of Psychotraumatology · doi:10.1080/20008198.2022.2041831 · Cited by 120 · see citing works
Integrated versus parallel treatment of co-occurring psychiatric and substance use disorders
Mangrum, L. F., Spence, R. T., & Lopez, M. (2006) · Journal of Substance Abuse Treatment · doi:10.1016/j.jsat.2005.10.004 · Cited by 108 · see citing works
Psychosocial interventions for people with both severe mental illness and substance misuse
Hunt, G. E., Siegfried, N., Morley, K., Brooke-Sumner, C., & Cleary, M. (2019) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd001088.pub4 · Cited by 105 · see citing works
Hobbs, J., Kushner, M. G., Lee, S. S., Reardon, S. M., & Maurer, E. W. (2011) · American Journal on Addictions · doi:10.1111/j.1521-0391.2011.00140.x · Cited by 104 · see citing works
Pharmacotherapy for anxiety and comorbid alcohol use disorders
Ipser, J. C., Wilson, D., Akindipe, T. O., Sager, C., & Stein, D. J. (2015) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd007505.pub2 · Cited by 93 · see citing works
Ciraulo, D. A., Barlow, D. H., Gulliver, S. B., Farchione, T. J., Morissette, S. B., Kamholz, B. W., Eisenmenger, K., Brown, B., Devine, E. G., Brown, T. A., et al. (2013) · Behaviour Research and Therapy · doi:10.1016/j.brat.2013.08.003 · Cited by 92 · see citing works
The opioid overdose crisis as a global health challenge
Krausz, R. M., Westenberg, J. N., & Ziafat, K. (2021) · Current Opinion in Psychiatry · doi:10.1097/yco.0000000000000712 · Cited by 91 · see citing works
Schad, A., Marquenie, L. A., van Balkom, A. J. L. M., Koeter, M. W. J., de Beurs, E., van den Brink, W., & van Dyck, R. (2005) · Alcoholism Clinical and Experimental Research · doi:10.1097/01.alc.0000163511.24583.33 · Cited by 90 · see citing works
Vujanovic, A. A., Meyer, T. D., Heads, A. M. B., Stotts, A. L., Villarreal, Y. R., & Schmitz, J. M. (2016) · The American Journal of Drug and Alcohol Abuse · doi:10.1080/00952990.2016.1199697 · Cited by 83 · see citing works
Global Methamphetamine Trends: An Evolving Problem
Stoneberg, D. M., Shukla, R. K., & Magness, M. B. (2018) · International Criminal Justice Review · doi:10.1177/1057567717730104 · Cited by 81 · see citing works
Bowen, R. C., D'Arcy, C., Keegan, D. A., & Senthilselvan, A. (2000) · Addictive Behaviors · doi:10.1016/s0306-4603(99)00017-9 · Cited by 79 · see citing works
Treating Mental Health and Substance Use Disorders in Adolescents: What Is on the Menu?
Brewer, S., Godley, M. D., & Hulvershorn, L. A. (2017) · Current Psychiatry Reports · doi:10.1007/s11920-017-0755-0 · Cited by 79 · see citing works
Dual diagnosis: A systematic review of the organization of community health services
Fantuzzi, C., & Mezzina, R. (2020) · International Journal of Social Psychiatry · doi:10.1177/0020764019899975 · Cited by 78 · see citing works
Integrating Treatment for Co-Occurring Mental Health Conditions
Yule, A. (2019) · Alcohol Research: Current Reviews · doi:10.35946/arcr.v40.1.07 · Cited by 63 · see citing works
Kushner, M., Maurer, E. W., Thuras, P., Donahue, C. B., Frye, B., Menary, K. R., Hobbs, J., Haeny, A. M., & Demark, J. V. (2012) · Journal of Consulting and Clinical Psychology · doi:10.1037/a0031301 · Cited by 56 · see citing works
Buckner, J. D., Zvolensky, M. J., Ecker, A. H., Schmidt, N. B., Lewis, E. M., Paulus, D. J., Lopez-Gamundi, P., Crapanzano, K. A., & Bakhshaie, J. (2019) · Behaviour Research and Therapy · doi:10.1016/j.brat.2018.10.014 · Cited by 55 · see citing works
Comorbidity of opioid-related and anxiety-related symptoms and disorders
Langdon, K. J., Dove, K., & Ramsey, S. (2019) · Current Opinion in Psychology · doi:10.1016/j.copsyc.2018.12.020 · Cited by 53 · see citing works
Anxiety sensitivity and opioid misuse among opioid-using adults with chronic pain
Rogers, A. H., Kauffman, B. Y., Bakhshaie, J., McHugh, R. K., Ditre, J. W., & Zvolensky, M. J. (2019) · The American Journal of Drug and Alcohol Abuse · doi:10.1080/00952990.2019.1569670 · Cited by 52 · see citing works
Chang, K.-C., Lin, C.-Y., Chang, C.-C., Ting, S.-Y., Cheng, C.-M., & Wang, J.-D. (2019) · PLOS ONE · doi:10.1371/journal.pone.0211033 · Cited by 50 · see citing works
Ummels, S. A., Seldenrijk, A., Bos, E. H., de Graaf, R., Batelaan, N. M., & ten Have, M. (2022) · Journal of Affective Disorders · doi:10.1016/j.jad.2022.06.091 · Cited by 50 · see citing works
Ii, T., Sato, H., Watanabe, N., Kondo, M., Masuda, A., Hayes, S. C., & Akechi, T. (2019) · Journal of Contextual Behavioral Science · doi:10.1016/j.jcbs.2019.07.003 · Cited by 49 · see citing works
Stuart, A. M., Baker, A. L., Denham, A. M. J., Lee, N. K., Hall, A., Oldmeadow, C., Dunlop, A., Bowman, J., & McCarter, K. (2020) · Journal of Substance Abuse Treatment · doi:10.1016/j.jsat.2019.09.005 · Cited by 49 · see citing works
Wüsthoff, L. E., Waal, H., & Gråwe, R. W. (2014) · BMC Psychiatry · doi:10.1186/1471-244x-14-67 · Cited by 46 · see citing works
Morley, K. C., Baillie, A., Leung, S., Sannibale, C., Teesson, M., & Haber, P. S. (2015) · Alcohol and Alcoholism · doi:10.1093/alcalc/agv131 · Cited by 43 · see citing works
Mehta, K., Hoadley, A., Ray, L. A., Kiluk, B. D., Carroll, K. M., & Magill, M. (2021) · Alcohol and Alcoholism · doi:10.1093/alcalc/agab016 · Cited by 36 · see citing works
Wolitzky-Taylor, K. B., Krull, J. L., Rawson, R. A., Roy‐Byrne, P., Ries, R. K., & Craske, M. G. (2018) · Journal of Consulting and Clinical Psychology · doi:10.1037/ccp0000276 · Cited by 32 · see citing works
Psychological interventions for co-occurring depression and substance use disorders
Hides, L., Quinn, C., Stoyanov, S., Kavanagh, D., & Baker, A. (2019) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd009501.pub2 · Cited by 32 · see citing works
Integrated vs non-integrated treatment outcomes in dual diagnosis disorders: A systematic review
Chetty, A., Guse, T., & Malema, M. (2023) · Health SA Gesondheid · doi:10.4102/hsag.v28i0.2094 · Cited by 32 · see citing works
Spivak, S., Strain, E. C., Spivak, A., Cullen, B., Ruble, A. E., Parekh, V. K., Green, C., & Mojtabai, R. (2020) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2020.108074 · Cited by 27 · see citing works
Wolitzky-Taylor, K. B., Drazdowski, T. K., Niles, A. N., Roy‐Byrne, P., Ries, R. K., Rawson, R. A., & Craske, M. G. (2018) · Behaviour Research and Therapy · doi:10.1016/j.brat.2018.05.010 · Cited by 24 · see citing works
Stapinski, L. A., Sannibale, C., Subotic, M., Rapee, R. M., Teesson, M., Haber, P. S., & Baillie, A. J. (2021) · Australian & New Zealand Journal of Psychiatry · doi:10.1177/0004867420952539 · Cited by 22 · see citing works
Wolitzky-Taylor, K. B., Glasner, S. V., Tanner, A. S., Ghahremani, D. G., & London, E. D. (2022) · Behaviour Research and Therapy · doi:10.1016/j.brat.2022.104032 · Cited by 21 · see citing works
Wolitzky-Taylor, K. B., Sewart, A. R., Karno, M. P., Ries, R. K., & Stimson, J. (2021) · Behaviour Research and Therapy · doi:10.1016/j.brat.2021.103999 · Cited by 13 · see citing works
Hashemi, Z., Eyni, S., & Ebadi, M. (2022) · Iranian Journal of Psychiatry and Behavioral Sciences · doi:10.5812/ijpbs.110135 · Cited by 11 · see citing works
Toneatto, T. (2004) · Addictive Behaviors · doi:10.1016/j.addbeh.2004.04.017 · Cited by 10 · see citing works
Integrated Treatment: The Model and European Experiences
van Wamel, A., van Rooijen, S., & Kroon, H. (2014) · Springer eBooks · doi:10.1007/978-3-642-45375-5_3 · Cited by 9 · see citing works
Minkoff, K. (2016) · Psychiatric Services · doi:10.1176/appi.ps.670602 · Cited by 6 · see citing works
Toneatto, T., & Calderwood, K. (2015) · International Journal of Mental Health and Addiction · doi:10.1007/s11469-014-9529-7 · Cited by 4 · see citing works
Systematic Review of Mindfulness Interventions and Medication Adherences
Nardi, W. R. (2019) · Brown University · doi:10.26300/hxjm-jc11 · Cited by 1 · see citing works
Self-citation
Flagged first, then by citations
8 of the 78 references couldn’t be matched to a known paper.
Research works printed but not linked: 1
- Davoudi, 2021, Effectiveness of acceptance and commitment therapy on depression, anxiety and cessation in marijuana use disorder: A randomized clinical trial, International Journal of Behavioral Sciences, 15, 194
Cited by
Sorted by citations
An Intricated pas de deux of Addicted Brain and Body Is Orchestrated by Stress and Neuroplasticity
Gulyaeva, N. V., & Peregud, D. (2024) · Biochemistry (Moscow) · doi:10.1134/s0006297924110014 · Cited by 3 · see citing works
Greydanus, D. E., Nazeer, A., & Patel, D. R. (2025) · Disease-a-Month · doi:10.1016/j.disamonth.2025.101853 · Cited by 3 · see citing works
Liu, Y., Gang, X., Gao, Y., & Wang, G. (2025) · Endocrine · doi:10.1007/s12020-025-04237-4 · Cited by 2 · see citing works
Naghavi, S., Sarvandani, M. N., Rashnu, M. Z., & Adelian, F. H. (2025) · Research Square · doi:10.21203/rs.3.rs-6981948/v1
Relaxation techniques in individuals undergoing treatment for alcoholism: Scoping review protocol
Faleiro, A., Xavier, T. F. C., & Oliveira, C. (2025) · Athena health & research journal. · doi:10.62741/ahrj.v2i3.72
Fernandez, A. C., Coughlin, L. N., & Bonar, E. E. (2025) · Journal of Studies on Alcohol and Drugs · doi:10.15288/jsad.25-00345
Chiappini, S., Ricci, V., Filippis, S. D., Quattrone, D., Martinotti, G., on behalf of the Dual Care Study Group, Besana, F., Cutuli, M., Rocca, F. D., Faveretto, E., et al. (2026) · Journal of Dual Diagnosis · doi:10.1080/15504263.2026.2686094
Thompson, L., Castillo, M. M. A., Cisneros, M. A. L., García, N. A. A., & García, K. S. L. (2026) · Horizon Interdisciplinary Journal · doi:10.56935/hij.v4i3.82
Li, S., He, Y., He, C., Yang, H. M., Nie, Y., & Tang, Y. (2026) · Journal of Health Psychology · doi:10.1177/13591053261488514
- Authors
- Nardi, W. R., Kelly, P., Roy, A., Becker, S., Brewer, J., & Sun, S.
- Affiliations
- Brown University (US)
- Northwestern University (US)
- Corresponding author
- Nardi, William R.
- Venue
- Journal of Substance Use and Addiction Treatment
- Publisher
- Elsevier BV
- Published
- 2024-10
- Volume
- 165
- Pages
- 209442
- ISSN
- 2949-8759 (ISSN-L)
- PMC
- PMC11347123
- OpenAlex
- W4399713575
- Cited by
- 11
- References
- 78
- Citations by year
- 2026: 5 · 2025: 5 · 2024: 1
- FWCI
- 0.72
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Licence
- www.elsevier.com/tdm/userlicense/1.0/ (tdm)
- www.elsevier.com/legal/tdmrep-license (tdm)
- www.elsevier.com/open-access/userlicense/1.0/ (am, 288 d)
- doi.org/10.15223/policy-017 (stm-asf)
- doi.org/10.15223/policy-037 (stm-asf)
- doi.org/10.15223/policy-012 (stm-asf)
- doi.org/10.15223/policy-029 (stm-asf)
- doi.org/10.15223/policy-004 (stm-asf)
- Locations
- Journal of Substance Use and Addiction Treatment (acceptedVersion)
- PubMed (publishedVersion)
- PubMed Central (publishedVersion)
- Europe PMC (PubMed Central) (acceptedVersion)
- Funders
- National Institutes of Health
- National Institute on Drug Abuse (F31DA055463)
- Topics
- Health Sciences › Medicine › Epidemiology › Substance Abuse Treatment and Outcomes
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes
- Social Sciences › Psychology › Social Psychology › Mental Health Treatment and Access
- Keywords
- anxiety, substance use disorders, comorbidities, psychosocial interventions, alcohol consumption, depression, treatment efficacy, co-occurring disorders
- MeSH terms
- Psychosocial Intervention, Anxiety, Depression, Humans, Comorbidity, Substance-Related Disorders
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 2026-09-28.
Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-09-28.
Cited sources are checked by gpt-6-sol.
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