Evaluation of Implementation Strategies for Cognitive Behavioral Therapy (CBT), Acceptance and Commitment Therapy (ACT), and Mindfulness-Based Stress Reduction (MBSR): a Systematic Review
Open accessAbstract
Background: Improving access to evidence-based psychotherapies (EBPs) is a Veterans Health Administration (VHA) priority. Cognitive behavioral therapy (CBT), acceptance and commitment therapy (ACT), and mindfulness-based stress reduction (MBSR) are effective for chronic pain and several mental health conditions. We synthesized evidence on implementation strategies to increase EBP access and use. Methods: We searched MEDLINE, Embase, PsycINFO, and CINAHL from inception until March 2021 for articles on EBP implementation within integrated health systems to treat chronic pain or chronic mental health conditions. Reviewers independently screened articles, extracted results, coded qualitative findings, and rated quality using modified criteria from Newcastle–Ottawa (quantitative results) or Critical Appraisal Skills Programme (qualitative results). We categorized implementation strategies using the Expert Recommendations for Implementing Change (ERIC) framework and classified outcomes using RE-AIM domains (Reach, Effectiveness, Adoption, Implementation, Maintenance). Results: Twelve articles (reporting results from 10 studies) evaluated CBT (k = 11) and ACT (k = 1) implementation strategies in large integrated healthcare systems. No studies evaluated MBSR implementation. Eight articles evaluated strategies within VHA. Six articles reported on national VHA EBP implementation programs; all involved training/education, facilitation, and audit/feedback. CBT and ACT implementation demonstrated moderate to large improvements in patient symptoms and quality of life. Trainings increased mental health provider self-efficacy in delivering EBPs, improved provider EBP perceptions, and increased provider EBP use during programs, but had unclear impacts on Reach. It was unclear whether external facilitation added benefit. Provider EBP maintenance was modest; barriers included competing professional time demands and patient barriers. Discussion: Multi-faceted CBT and ACT implementation programs increased provider EBP Adoption but had unclear impacts on Reach. Future implementation efforts should further evaluate Reach, Adoption, and Maintenance; assess the added value of external facilitation; and consider strategies targeting patient barriers. Future work should use implementation frameworks to guide evaluations of barriers and facilitators, processes of change, and outcomes. Registration: PROSPERO registration number CRD42021252038. © 2023, This is a U.S. Government work and not under copyright protection in the US; foreign copyright protection may apply.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
10 of 21 cited sources checked · 1 supported · 0 flagged · accuracy not yet measured
- Premisecitation
No prior systematic review has used implementation science frameworks to examine how these EBP uptake efforts have performed in VHA and comparable settings.
“The results of such efforts to improve the uptake of these EBPs in VHA and similar clinical settings have not been systematically reviewed using implementation science frameworks.19”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [19] Verhey IJ, Ryan GK, Scherer N, Magidson JF. Implementation outcomes of cognitive behavioural therapy delivered by non-specialists for common mental disorders and substance-use disorders in low- and middle-income countries: a systematic review. Int J Ment Health Syst. 2020;14:40. source
The Introduction says previous reviews had not synthesized implementation outcomes of CBT delivered by non-specialist health workers in low- and middle-income countries. The Methods says this review used an implementation-outcomes framework. Those passages support a review gap in that specific area, but do not establish a gap concerning EBP uptake in VHA or comparable clinical settings. (LLM, conf=0.84)
Experimental — accuracy not yet measured
- Findingown data
Trainings increased mental health provider self-efficacy in delivering EBPs.
“Trainings increased mental health provider self-efficacy in delivering EBPs”
Quote in the paperSubstantial claim - Findingown data
Trainings improved provider EBP perceptions.
“improved provider EBP perceptions”
Quote in the paperSubstantial claim - Findingown data
Competing professional time demands were a barrier to EBP maintenance.
“barriers included competing professional time demands and patient barriers.”
Quote in the paperNot a substantial claim - Findingown data
No eligible study evaluated implementation strategies for MBSR.
“No studies evaluated MBSR implementation.”
- Also stated in: § Overview and Characteristics of Eligible Studies · plain
“We did not identify any eligible study on implementation strategies for MBSR.”
Quote in the paperSubstantial claim - Also stated in: § Overview and Characteristics of Eligible Studies · plain
- Findingown data
Provider EBP maintenance was modest.
“Provider EBP maintenance was modest”
- Also stated in: § DISCUSSION · plain
“Finally, sustained effects of VHA national initiatives (i.e., after the consultation phase) were modest, with continued barriers to ongoing access and use (e.g., competing professional time demands and patient barriers to attending appointments).”
Quote in the paperSubstantial claim - Also stated in: § DISCUSSION · plain
- Findingown data
Trainings had unclear impacts on Reach.
“but had unclear impacts on Reach.”
- Also stated in: § DISCUSSION · hedged
“it remains unclear whether trainings increased some key components of Reach and Adoption.”
Quote in the paperSubstantial claim - Also stated in: § DISCUSSION · hedged
- Findingown data
Patient barriers were a barrier to EBP maintenance.
“barriers included competing professional time demands and patient barriers.”
Quote in the paperNot a substantial claim - Findingown data
CBT and ACT implementation programs produced moderate to large improvements in patient symptoms and quality of life.
“CBT and ACT implementation demonstrated moderate to large improvements in patient symptoms and quality of life.”
- Also stated in: § Group 1: Training/Education, Facilitation, and Audit/Feedback · plain
“most implementation programs led to moderate to large effects on patient symptoms and quality of life (Cohen’s d 0.34–2.2; Table 3 and Appendix D).”
Quote in the paperSubstantial claim - Also stated in: § Group 1: Training/Education, Facilitation, and Audit/Feedback · plain
- Findingown data
Eight articles evaluated implementation strategies within VHA.
“Eight articles evaluated strategies within VHA.”
Quote in the paperNot a substantial claim - Findingown data
Trainings increased provider EBP use during programs.
“increased provider EBP use during programs”
- Also stated in: § DISCUSSION · plain
“multi-faceted VHA implementation programs for CBT and ACT led to increased provider EBP use during the interventions”
Quote in the paperSubstantial claim - Also stated in: § DISCUSSION · plain
- Findingown data
Evidence was unclear on whether external facilitation added benefit.
“It was unclear whether external facilitation added benefit.”
- Also stated in: § DISCUSSION · hedged
“There was very limited evidence, however, on whether external facilitation enhanced Adoption beyond the effects of training and audit/feedback.”
Quote in the paperNot a substantial claim - Also stated in: § DISCUSSION · hedged
- Findingcitation
The vast majority of providers enrolled in national VHA training programs for CBT and ACT completed the mandated requirements (range 82-93%, 60-334 providers).
“The vast majority of providers enrolled in national VHA training programs for CBT and ACT completed the mandated requirements (range 82–93%, 60–334 providers).14–18”
Quote in the paperNot a substantial claim - Findingown data
No studies in any of the four groups reported on proportions or representativeness of participating staff and settings compared to potential participating staff and settings (elements of Adoption).
“or on proportions or representativeness of participating staff and settings as compared to potential participating staff and settings (elements of Adoption).”
Quote in the paperNot a substantial claim - Findingcitation
Four studies in the first group evaluated VHA national initiatives for CBT and ACT, reported in five articles, that used training/education, facilitation, and audit/feedback.
“Four studies in this first group evaluated VHA national initiatives for CBT and ACT (k = 5 articles)14–18 that used training/education, facilitation, and audit/feedback”
Quote in the paperNot a substantial claim - Findingnone given
Few included studies used comprehensive theoretical frameworks to examine processes of change in implementation trials and report outcomes.
“Finally, few studies utilized comprehensive, theoretical frameworks for examining processes of change in implementation trials and reporting outcomes.”
Quote in the paperSubstantial claim - Findingreasoning
Programs improved provider competency, particularly after expert consultation.
“improved competency, particularly after expert consultation”
Quote in the paperSubstantial claim - Findingreasoning
It remains unclear whether trainings increased key components of Reach and Adoption.
“it remains unclear whether trainings increased some key components of Reach and Adoption.”
Quote in the paperSubstantial claim - Findingcitation
In the one VHA study that isolated external facilitation from training/education, external facilitation did not improve CBT use or CBT-specific knowledge and skills at 3 months post-workshop.
“Only the VHA study of regional implementation of CBT examined the effects of external facilitation independently of training/education; this did not show added benefit in the use of CBT or improvement in CBT-specific knowledge and skills at 3 months post-workshop.37”
Quote in the paperNot a substantial claim - Findingcitation
One study evaluated only training/education, involving eight VHA SUD volunteer program counselors at seven VHA SUD programs participating in online modules for CBT for depression.
“One study evaluated only training/education; this involved 8 VHA Substance Use Disorders (SUD) volunteer program counselors (at 7 VHA SUD programs) participating in online modules for CBT for depression.34”
Quote in the paperNot a substantial claim - Findingown data
Two studies evaluated combined training/education and audit/feedback.
“In the second group, 2 studies evaluated the impact of combined training/education and audit/feedback (Table 2).”
Quote in the paperNot a substantial claim - Findingown data
No studies in any of the four groups reported on proportions or representativeness of participating patients compared to eligible patient population characteristics (elements of Reach).
“No studies in any of the four groups reported on the proportions or representativeness of participating patients as compared to eligible patient population characteristics (elements of Reach)”
Quote in the paperNot a substantial claim - Findingown data
Included studies were classified into four groups by implementation strategy combinations: training/education, facilitation, and audit/feedback; training/education and audit/feedback; training/education only; and access to new funding.
“Eligible studies fell into 4 distinct groups based on combinations or type(s) of implementation strategies used: (1) training/education, facilitation, and audit/feedback; (2) training/education and audit/feedback; (3) training/education; and (4) access to new funding”
Quote in the paperSubstantial claim - Premisecitation
VHA has launched multiple national programs to implement EBPs for depression, anxiety, and chronic pain.
“The Veterans Health Administration (VHA) has rolled out several national initiatives to implement13–18 EBPs for mental health conditions including depression and anxiety, as well as for chronic pain.13,14,18”
Quote in the paperNot a substantial claim0 of 6 sources checked- cites [13] Karlin BE, Cross G. From the laboratory to the therapy room: National dissemination and implementation of evidence-based psychotherapies in the U.S. Department of Veterans Affairs Health Care System. Am Psychol. 2014;69(1):19-33. source
- cites [14] Stewart MO, Karlin BE, Murphy JL, et al. National dissemination of cognitive-behavioral therapy for chronic pain in veterans: therapist and patient-level outcomes. Clin J Pain. 2015;31(8):722-729. source
- cites [15] Karlin BE, Brown GK, Trockel M, Cunning D, Zeiss AM, Taylor CB. National dissemination of cognitive behavioral therapy for depression in the Department of Veterans Affairs health care system: therapist and patient-level outcomes. J Consult Clin Psychol. 2012;80(5):707-718. source
- cites [16] Karlin BE, Trockel M, Taylor CB, Gimeno J, Manber R. National dissemination of cognitive behavioral therapy for insomnia in veterans: therapist- and patient-level outcomes. J Consult Clin Psychol. 2013;81(5):912-917. source
- cites [17] Manber R, Trockel M, Batdorf W, et al. Lessons learned from the national dissemination of cognitive behavioral therapy for insomnia in the veterans health administration. Sleep Med Clin. 2013;8(3):399-405. source
- cites [18] Walser RD, Karlin BE, Trockel M, Mazina B, Barr Taylor C. Training in and implementation of acceptance and commitment therapy for depression in the veterans health administration: therapist and patient outcomes. Behav Res Ther. 2013;51(9):555-563. source
- Interpretationreasoning
Audit/feedback strategies may provide additional benefit.
“suggesting an additional benefit from audit/feedback strategies”
Quote in the paperSubstantial claim - Interpretationreasoning
The review's findings do not apply to implementation of CBT, ACT, or MBSR in smaller community clinics or settings.
“Our results thus do not address the implementation of these EBPs in smaller community clinics or settings.”
Quote in the paperSubstantial claim- Rests on an assumption: Large integrated healthcare systems are more similar to VHA than small community clinics are.
- May combine two claims. 13
- Classified as probably not a substantial claim. 3
May combine two claims.
PremisecitationCBT, ACT, and MBSR are effective treatments for chronic pain and for depression, anxiety, and other mental health conditions prevalent in US veterans.
“Cognitive behavioral therapy (CBT), acceptance and commitment therapy (ACT), and mindfulness-based stress reduction (MBSR) are effective for chronic pain and several mental health conditions.”
- Also stated in: § INTRODUCTION · boosted
“Cognitive behavioral therapy (CBT), acceptance and commitment therapy (ACT), and mindfulness-based stress reduction (MBSR) have demonstrated effectiveness for mental health conditions common among US military veterans, including depression and anxiety,1–7 and have more recently shown effectiveness for improving chronic pain outcomes.8,9”
Quote in the paperSubstantial claim5 of 9 sources checked- cites [1] Bai Z, Luo S, Zhang L, Wu S, Chi I. Acceptance and commitment therapy (ACT) to reduce depression: A systematic review and meta-analysis. J Affect Disord. 2020;260:728-737. source
- cites [2] Butler AC, Chapman JE, Forman EM, Beck AT. The empirical status of cognitive-behavioral therapy: a review of meta-analyses. Clin Psychol Rev. 2006;26(1):17-31. source
Section 2.13 reports benefits of CBT for chronic pain, and Section 3 reports effectiveness for depression, anxiety disorders, and other mental health conditions. The paper does not establish the effectiveness of ACT or MBSR for those conditions, nor does it assess these treatments specifically in US veterans. Page numbers were not available in our copy. (LLM, conf=0.89)
Experimental — accuracy not yet measured - cites [3] Coto-Lesmes R, Fernandez-Rodriguez C, Gonzalez-Fernandez S. Acceptance and commitment therapy in group format for anxiety and depression. A systematic review. J Affect Disord. 2020;263:107-120. source
- cites [4] Fjorback LO, Arendt M, Ornbol E, Fink P, Walach H. Mindfulness-based stress reduction and mindfulness-based cognitive therapy: a systematic review of randomized controlled trials. Acta Psychiatr Scand. 2011;124(2):102-119. source
- cites [5] Lepping P, Whittington R, Sambhi RS, et al. Clinical relevance of findings in trials of CBT for depression. Eur Psychiatry. 2017;45:207-211. source
The Discussion reports a clinically relevant effect of CBT for depression. The paper does not establish that ACT or MBSR is effective, or that any of the therapies is effective for chronic pain, anxiety, or other conditions in US veterans. (LLM, conf=0.90)
Experimental — accuracy not yet measured - cites [6] Li SYH, Bressington D. The effects of mindfulness-based stress reduction on depression, anxiety, and stress in older adults: A systematic review and meta-analysis. Int J Ment Health Nurs. 2019;28(3):635-656. source
- cites [7] Lopez-Lopez JA, Davies SR, Caldwell DM, et al. The process and delivery of CBT for depression in adults: a systematic review and network meta-analysis. Psychol Med. 2019;49(12):1937-1947. source
The Discussion reports that CBT reduced short-term depression scores in adults compared with treatment as usual. The Results identify ACT among the interventions but say its specific effect could not be estimated; the paper does not establish MBSR's effectiveness or effectiveness for chronic pain, anxiety, or US veterans. No page numbers were provided in our copy. (LLM, conf=0.91)
Experimental — accuracy not yet measured - cites [8] Becker WC, DeBar LL, Heapy AA, et al. A research agenda for advancing non-pharmacological management of chronic musculoskeletal pain: findings from a VHA State-of-the-art Conference. J Gen Intern Med. 2018;33(Suppl 1):11-15. source
The Psychological/Behavioral Therapies section (page not provided) identifies CBT, ACT, and MBSR as treatments with strong efficacy or effectiveness evidence in the context of chronic pain. It also says veterans with chronic pain frequently have comorbid mental health conditions, but does not establish that all three therapies are effective treatments for depression, anxiety, or other mental health conditions. (LLM, conf=0.87)
Experimental — accuracy not yet measured - cites [9] Kligler B, Bair MJ, Banerjea R, et al. Clinical policy recommendations from the VHA state-of-the-art conference on non-pharmacological approaches to chronic musculoskeletal pain. J Gen Intern Med. 2018;33(Suppl 1): 16–23. source
The Psychological/Behavioral Therapies section supports CBT, ACT, and MBSR for chronic pain and reports improvements in mood, depression, distress, or pain-related anxiety among people treated for pain. It does not establish that all three are effective treatments for several mental health conditions as distinct diagnoses, or specifically establish that claim for US veterans. (LLM, conf=0.87)
Experimental — accuracy not yet measured
- Also stated in: § INTRODUCTION · boosted
May combine two claims.
PremisecitationEvidence-based psychotherapies are underutilized and underaccessed in clinical settings.
“Nonetheless, these evidence-based psychotherapies (EBPs) remain underutilized and underaccessed in clinical settings.10–12”
Quote in the paperSubstantial claim2 of 3 sources checked- cites [10] Valenstein-Mah H, Greer N, McKenzie L, et al. Effectiveness of training methods for delivery of evidence-based psychotherapies: a systematic review. Implement Sci. 2020;15(1):40. source
- cites [11] Becker WC, Dorflinger L, Edmond SN, Islam L, Heapy AA, Fraenkel L. Barriers and facilitators to use of non-pharmacological treatments in chronic pain. BMC Fam Pract. 2017;18(1):41. source
The Background says chronic pain treatment is frequently solely pharmacologic and excludes evidence-based non-pharmacological treatments, including cognitive behavioral therapy. The Results (Barriers) identify obstacles to accessing those treatments. The paper supports underuse and limited access in chronic pain care, but not the broader claim about evidence-based psychotherapies across clinical settings. (LLM, conf=0.86)
Experimental — accuracy not yet measured - cites [12] Shafran R, Clark DM, Fairburn CG, et al. Mind the gap: Improving the dissemination of CBT. Behav Res Ther. 2009;47(11):902-909. source
May combine two claims.
PremisecitationAmong EBPs, CBT, ACT, and MBSR are widely used and have the strongest evidence for treating chronic pain and mental health conditions prevalent in US veterans.
“three of the most widely used EBPs with the strongest evidence for effectiveness in chronic pain as well as for multiple mental health conditions common among U.S. military veterans.8,9”
Quote in the paperSubstantial claim2 of 2 sources checked- cites [8] Becker WC, DeBar LL, Heapy AA, et al. A research agenda for advancing non-pharmacological management of chronic musculoskeletal pain: findings from a VHA State-of-the-art Conference. J Gen Intern Med. 2018;33(Suppl 1):11-15. source
The Psychological/Behavioral Therapies section identifies CBT, ACT, and MBSR as treatments commonly provided in the VA with strong evidence for chronic pain. It does not establish that they are the most widely used, or that all three have the strongest evidence for treating multiple mental health conditions common among veterans; it notes those conditions as potential comorbidities instead. (LLM, conf=0.88)
Experimental — accuracy not yet measured - cites [9] Kligler B, Bair MJ, Banerjea R, et al. Clinical policy recommendations from the VHA state-of-the-art conference on non-pharmacological approaches to chronic musculoskeletal pain. J Gen Intern Med. 2018;33(Suppl 1): 16–23. source
The Psychological/Behavioral Therapies section reviews evidence for CBT, ACT, and MBSR in chronic pain, including some improvements in mood or distress. It does not establish that all three are among the most widely used therapies or have the strongest evidence for multiple mental health conditions common among U.S. veterans. The veteran-specific evidence it discusses concerns CBT for chronic pain. (LLM, conf=0.87)
Experimental — accuracy not yet measured
May combine two claims.
Findingown dataMost included studies evaluated programs combining multiple implementation strategies, and their designs could not attribute outcomes to individual strategies.
“Most studies assessed programs that combined various implementation strategies, and their study designs did not make it possible to determine which outcomes resulted from individual strategies.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataTwelve articles, covering ten studies, assessed implementation strategies for CBT (eleven articles) and ACT (one article) in large integrated healthcare systems.
“Twelve articles (reporting results from 10 studies) evaluated CBT (k = 11) and ACT (k = 1) implementation strategies in large integrated healthcare systems.”
- Also stated in: § Overview and Characteristics of Eligible Studies · plain
“Among 67 eligible articles, 10 studies (reported by k = 12 articles) addressed implementation strategies for CBT (9 studies) and ACT (1 study) (Table 2).”
Quote in the paperNot a substantial claim- Also stated in: § Overview and Characteristics of Eligible Studies · plain
May combine two claims.
Findingown dataSix articles reported on national VHA EBP implementation programs, all of which involved training/education, facilitation, and audit/feedback.
“Six articles reported on national VHA EBP implementation programs; all involved training/education, facilitation, and audit/feedback.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataTen of the included articles reported studies conducted in VHA settings.
“Most eligible articles described studies conducted in the US (k = 11), with the vast majority in VHA settings (k = 10).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataThis study reported qualitatively on Reach and Implementation.
“This study reported qualitatively on Reach and Implementation”
Quote in the paperNot a substantial claimMay combine two claims.
FindingcitationOne study evaluated the impact of new financial resources on access to mental health treatments in primary care; the funding was used differently across sites and was not associated with structured training programs or facilitation.
“One study evaluated the impact of new financial resources on access to mental health treatments in primary care; this new funding was used differently across clinical sites and not associated with structured training programs or facilitation.39”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataStudies in the second group reported outcomes addressing Reach, Adoption, and Implementation; neither reported on Effectiveness or Maintenance.
“Studies in this group reported outcomes addressing Reach, Adoption, and Implementation; neither reported on Effectiveness or Maintenance”
Quote in the paperNot a substantial claimMay combine two claims.
FindingcitationThis study reported on Reach and Effectiveness, indicating large reductions in depression and anxiety symptoms (Cohen's d 1.06-1.26).
“This study reported on Reach and Effectiveness, indicating large reductions in depression and anxiety symptoms (Cohen’s d 1.06–1.26; Table 3 and Appendix D).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataIncluded studies identified logistical barriers to EBP practice for patients and providers, but strategies to address these barriers were rarely evaluated.
“While included studies noted logistical barriers to EBP practice for both patients and providers, strategies to address these were minimally evaluated.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataSix studies, reported in eight articles, evaluated VHA training programs for CBT (five studies, seven articles) and ACT (one study, one article).
“Six studies (k = 8 articles) evaluated VHA training programs for CBT (5 studies, k = 7)14–17,35–37 and ACT (1 study, k = 1),18”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataStudies in the first group reported outcomes addressing Effectiveness, Adoption, Implementation, and Maintenance; none reported on Reach.
“Overall, studies in this first group reported outcomes addressing Effectiveness, Adoption, Implementation, and Maintenance; none reported on Reach”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataEleven included articles were rated high or moderate quality; most used quantitative or mixed methods, and one reported only qualitative results.
“Eleven articles were high or moderate quality, and most used quantitative (k = 10) or mixed methods (k = 1), with the remaining article reporting only qualitative results.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenThe review did not undertake a formal assessment of the overall certainty of evidence.
“We did not undertake a formal assessment of the overall certainty of evidence.”
Quote in the paperNot a substantial claim
The paper relies on this without support.
Improving access to evidence-based psychotherapies is a priority for the Veterans Health Administration.
“Improving access to evidence-based psychotherapies (EBPs) is a Veterans Health Administration (VHA) priority.”
The paper relies on this without support.
There is very limited evidence on implementation of evidence-based psychotherapies specifically for chronic pain.
“Recognizing that there is very limited evidence on the implementation of EBPs specifically for the treatment of chronic pain, we expanded the scope to include implementation studies of EBPs to treat chronic mental health conditions such as depression and anxiety.”
The paper relies on this without support.
Large integrated healthcare systems are more similar to VHA than small community clinics are.
“we limited eligible studies addressing key question 2 to those conducted within large integrated healthcare systems, as these settings may be more similar to VHA, compared with small community clinics.”
The paper relies on this without support.
Integrated health systems in the included non-US countries have qualities similar to VHA and comparable economic, public health, and cultural contexts.
“We expanded the setting beyond the US to these other countries because of the presence of integrated health systems with qualities similar to VHA, and comparable economic, public health, and cultural contexts including the dominant English language.”
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?
Both CBT and ACT have demonstrated transdiagnostic efficacy within veteran populations.
“Both CBT and ACT have demonstrated transdiagnostic efficacy within veteran populations [43–47].”
From Feasibility, acceptability, and initial outcomes of a psychological adjustment and reintegration program for transitioned military veterans (2024) · cites this paper as [45]
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.
National VHA articles counted differently in two places
MinorThe abstract reports six articles on national VHA EBP implementation programs, while the Results section later states four studies in the first group evaluated national initiatives and refers to k = 5 articles. These descriptions of the same national VHA programs do not match.
“Six articles reported on national VHA EBP implementation programs; all involved training/education, facilitation, and audit/feedback.”
“Four studies in this first group evaluated VHA national initiatives for CBT and ACT (k = 5 articles)14–18 that used training/education, facilitation, and audit/feedback (Table 2).”
Discussion confuses studies with articles
MinorThe discussion calls the twelve eligible items studies, whereas the results identify ten studies reported in twelve articles.
“In this systematic review, we identified 12 eligible studies evaluating implementation strategies to improve CBT and ACT access and use in large integrated healthcare systems.”
“Among 67 eligible articles, 10 studies (reported by k = 12 articles) addressed implementation strategies for CBT (9 studies) and ACT (1 study) (Table 2).”
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Barriers and facilitators to use of non-pharmacological treatments in chronic pain
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Acceptance and Commitment Therapy in group format for anxiety and depression. A systematic review.
Coto-Lesmes, R., Fernández-Rodríguez, C., & González-Fernández, S. (2020) · Journal of Affective Disorders · doi:10.1016/j.jad.2019.11.154 · Cited by 141 · cited 1× · see citing works
“Eligible studies fell into 4 distinct groups based on combinations or type(s) of implementation strategies used: (1) training/education, facilitation, and audit/feedback; (2) training/education and audit/feedback; (3) training/education; and (4) access to new funding (see Table 2 for studies within each group).”
MethodKarlin, B. E., Trockel, M., Taylor, C. B., Gimeno, J., & Manber, R. (2013) · Journal of Consulting and Clinical Psychology · doi:10.1037/a0032554 · Cited by 131 · see citing works
Karlin, B. E., Brown, G. K., Trockel, M., Cunning, D., Zeiss, A. M., & Taylor, C. B. (2012) · Journal of Consulting and Clinical Psychology · doi:10.1037/a0029328 · Cited by 113 · see citing works
Valenstein-Mah, H., Greer, N., McKenzie, L., Hansen, L., Strom, T. Q., Wiltsey Stirman, S., Wilt, T. J., & Kehle-Forbes, S. M. (2020) · Implementation Science · doi:10.1186/s13012-020-00998-w · Cited by 104 · see citing works
Self-citationHeapy, A. A., Higgins, D. M., Goulet, J. L., LaChappelle, K. M., Driscoll, M. A., Czlapinski, R. A., Buta, E., Piette, J. D., Krein, S. L., & Kerns, R. D. (2017) · JAMA Internal Medicine · doi:10.1001/jamainternmed.2017.0223 · Cited by 101 · see citing works
Kauth, M. R., Sullivan, G., Blevins, D., Cully, J. A., Landes, R. D., Said, Q., & Teasdale, T. A. (2010) · Implementation Science · doi:10.1186/1748-5908-5-75 · Cited by 98 · see citing works
Kligler, B., Bair, M. J., Banerjea, R., DeBar, L., Ezeji-Okoye, S., Lisi, A., Murphy, J. L., Sandbrink, F., & Cherkin, D. C. (2018) · Journal of General Internal Medicine · doi:10.1007/s11606-018-4323-z · Cited by 95 · see citing works
Walser, R. D., Karlin, B. E., Trockel, M., Mazina, B., & Barr Taylor, C. (2013) · Behaviour Research and Therapy · doi:10.1016/j.brat.2013.05.009 · Cited by 84 · see citing works
Treatment of active-duty military with PTSD in primary care: Early findings.
Cigrang, J. A., Rauch, S. A. M., Avila, L. L., Bryan, C. J., Goodie, J. L., Hryshko‐Mullen, A., & Peterson, A. L. (2011) · Psychological Services · doi:10.1037/a0022740 · Cited by 82 · see citing works
Treatment of active duty military with PTSD in primary care: A follow-up report
Cigrang, J. A., Rauch, S. A. M., Mintz, J., Brundige, A. R., Avila, L. L., Bryan, C. J., Goodie, J. L., & Peterson, A. L. (2015) · Journal of Anxiety Disorders · doi:10.1016/j.janxdis.2015.10.003 · Cited by 65 · see citing works
Verhey, I. J., Ryan, G. K., Scherer, N., & Magidson, J. F. (2020) · International Journal of Mental Health Systems · doi:10.1186/s13033-020-00372-9 · Cited by 63 · see citing works
Stewart, M. O., Karlin, B. E., Murphy, J. L., Raffa, S. D., Miller, S. A., McKellar, J., & Kerns, R. D. (2015) · The Clinical Journal of Pain · doi:10.1097/ajp.0000000000000151 · Cited by 61 · see citing works
Clinical relevance of findings in trials of CBT for depression
Lepping, P., Whittington, R., Sambhi, R. S., Lane, S., Poole, R., Leucht, S., Cuijpers, P., McCabe, R., & Waheed, W. (2017) · European Psychiatry · doi:10.1016/j.eurpsy.2017.07.003 · Cited by 60 · see citing works
Becker, W. C., DeBar, L. L., Heapy, A. A., Higgins, D., Krein, S. L., Lisi, A., Makris, U. E., & Allen, K. D. (2018) · Journal of General Internal Medicine · doi:10.1007/s11606-018-4345-6 · Cited by 59 · see citing works
Bramoweth, A. D., Lederer, L. G., Youk, A. O., Germain, A., & Chinman, M. (2020) · Behavior Therapy · doi:10.1016/j.beth.2020.02.002 · Cited by 57 · see citing works
Implementing brief cognitive behavioral therapy in primary care: A pilot study
Mignogna, J., Hundt, N. E., Kauth, M. R., Kunik, M. E., Sorocco, K. H., Naik, A. D., Stanley, M. A., York, K. M., & Cully, J. A. (2014) · Translational Behavioral Medicine · doi:10.1007/s13142-013-0248-6 · Cited by 39 · see citing works
Training addiction counselors to implement CBT for depression
Hepner, K. A., Hunter, S., Paddock, S., Zhou, A.-N., & Watkins, K. (2011) · Administration and Policy in Mental Health and Mental Health Services Research · doi:10.1007/s10488-011-0359-7 · Cited by 36 · see citing works
Ruzek, J., Rosen, R., Garvert, D., Smith, L., Sears, K. C., Marceau, L., Harty, B., & Stoddard, A. (2014) · Journal of Traumatic Stress · doi:10.1002/jts.21977 · Cited by 35 · see citing works
Cully, J. A., Teten, A. L., Benge, J. F., Sorocco, K. H., & Kauth, M. R. (2010) · The Primary Care Companion to The Journal of Clinical Psychiatry · doi:10.4088/pcc.09m00838blu · Cited by 20 · see citing works
Tobin, E. T., Hadwiger, A. N., DiChiara, A., Entz, A., & Miller-Matero, L. R. (2022) · Journal of Racial and Ethnic Health Disparities · doi:10.1007/s40615-022-01334-2 · Cited by 15 · see citing works
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Manber, R., Trockel, M., Batdorf, W., Siebern, A. T., Taylor, C. B., Gimeno, J., & Karlin, B. E. (2013) · Sleep Medicine Clinics · doi:10.1016/j.jsmc.2013.05.003 · Cited by 13 · see citing works
Predictors of Participation in a Nonpharmacological Intervention for Chronic Back Pain
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Curran, G. M., Woo, S. M., Hepner, K. A., Lai, W. P., Kramer, T. L., Drummond, K. L., & Weingardt, K. (2015) · Journal of Substance Abuse Treatment · doi:10.1016/j.jsat.2015.05.008 · Cited by 11 · see citing works
Flagged first, then by citations
1 of the 47 references couldn’t be matched to a known paper.
Cited by
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Mindfulness-Based Interventions and the Hypothalamic–Pituitary–Adrenal Axis: A Systematic Review
Vargas‐Uricoechea, H., Castellanos-Pinedo, A., Urrego-Noguera, K., Vargas-Sierra, H. D., Fernández, M. V. P., Barceló, E., & Giraldo, A. F. R. (2024) · Neurology International · doi:10.3390/neurolint16060115 · Cited by 48 · see citing works
“Similarly, both MBSR and MBCT can improve quality of life and different psychological and physical symptoms across a wide range of chronic somatic conditions (for example, cancer, cardiovascular disease, arthritis and chronic stress) [27–29].”
Yılmazer, E., & Altinok, A. (2024) · International Journal of Social and Psychological Aspects of Healthcare · doi:10.51847/4u9e1zvfms · Cited by 20 · see citing works
Ding, W., Zhang, Y., Wang, M., & Wang, S. (2025) · World Journal of Psychiatry · doi:10.5498/wjp.v15.i10.109502 · Cited by 28 · see citing works
Yılmazer, E., & Altınok, A. (2024) · Clinical Cancer Investigation Journal · doi:10.51847/lrpe9pz2wg · Cited by 9 · see citing works
“[44]”
Romaniuk, M., Saunders-Dow, E., Brown, K., & Batterham, P. J. (2024) · BMC Psychology · doi:10.1186/s40359-024-02097-7 · Cited by 7 · see citing works
Attention to cancer-related physical and mental fatigue: Breaking the vicious cycle
Zeng, Y., Zhang, J.-W., & Yang, J. (2025) · World Journal of Psychiatry · doi:10.5498/wjp.v15.i3.99037 · Cited by 6 · see citing works
Javadzade, N., Omranifard, V., Zargar, F., Marzban, A., & Esmaeili, S. V. (2024) · Journal of Health Psychology · doi:10.1177/13591053241302472 · Cited by 5 · see citing works
“…2009; Feldman et al., 2007; Lee et al., 2013), various non-pharmacological approaches and interventions such as cognitive behavioral therapy (CBT; Goldsmith et al., 2023) and mindfulness-based stress reduction (MBSR) programs (Marciniak et al., 2020; Serpa et al., 2014; Sobhani et al., 2019)…”
Hidradenitis Suppurativa Symptom Relief
Pulminskas, A., Hojjatie, R. A., Karatas, T. B., Li, Y. H., & Orenstein, L. A. V. (2025) · Dermatologic Clinics · doi:10.1016/j.det.2024.12.009 · Cited by 5 · see citing works
Uncovering the heterogeneity in young adult anxiety: subtypes predict outcomes of a CBT mobile app
Giber, B., Schier, M. M., Bress, J. N., Mir, Z., Diaz, J. L., Falk, A. E., Bennett, S. M., Perlis, R. H., Lee, F. S., Gunning, F. M., et al. (2025) · Molecular Psychiatry · doi:10.1038/s41380-025-03188-6 · Cited by 4 · see citing works
“Yet, most young adults remain untreated [8] due to high costs of treatment, lack of available clinicians, stigma, geographical distance from clinicians, and limited clinician training in evidence-based approaches [9, 10].”
Moniz-Lewis, D. I. K., Votaw, V. R., & Witkiewitz, K. A. (2024) · Journal of Health Service Psychology · doi:10.1007/s42843-024-00100-8 · Cited by 3 · see citing works
“The CFIR's emphasis on the dynamic interplay of contextual factors provides a comprehensive toolset for tailoring intervention strategies to effectively address the unique determinants of implementation success across different treat-ment settings (Goldsmith et al., 2023; Louie et al., 2020).”
Deconstructive meditations and psychotherapy: Transforming the perception of the self
Lamas-Morales, P., Hijar-Aguinaga, R., & García‐Campayo, J. (2025) · World Journal of Psychiatry · doi:10.5498/wjp.v15.i6.107505 · Cited by 2 · see citing works
Ahmed, F., Wu, C., Li, L., Ye, Q., Ksebe, W., & Wang, K. (2025) · IntechOpen eBooks · doi:10.5772/intechopen.1009601 · Cited by 4 · see citing works
Zhang, Q., Zhang, W., Mao, Y., Wang, X.-S., Zhang, J., & Cao, Y.-J. (2025) · World Journal of Psychiatry · doi:10.5498/wjp.v15.i4.100849 · Cited by 2 · see citing works
Predictors of skill trajectories in the implementation of cognitive behavioral therapy
Kuo, P. B., Calloway, A. L., Halvorson, M. A., & Creed, T. A. (2025) · Implementation Science Communications · doi:10.1186/s43058-025-00774-1 · Cited by 1 · see citing works
“…to these clinicians in the form of centralized supplemental resources and supports, such as those employed in system-wide implementation efforts [27], and more frequent, individualized feedback on CBT skills throughout the consultation process using role plays, playback of audio recordings, and…”
Touhami, D., Ryan, R., Engeda, E. H., Arienti, C., Atkinson-Graham, M., Bakaa, N., Battel, I., Capodaglio, P., Cordani, C., Côté, P., et al. (2026) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd016324 · Cited by 2 · see citing works
Furia, M. J. D., Minozzi, S., Battel, I., Cordani, C., Arienti, C., Atkinson-Graham, M., Bakaa, N., Capodaglio, P., Côté, P., Décary, S., et al. (2026) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd016348 · Cited by 1 · see citing works
Timm, E., Ko, Y. M., Hundhammer, T., Berlowitz, I., & Wolf, U. (2024) · Frontiers in Psychology · doi:10.3389/fpsyg.2024.1469316 · Cited by 1 · see citing works
Gattamelata, A., Benucci, S. B., Coccia, M. E., Fioravanti, G., Zurkirch, V. P., & Moyano, N. (2025) · Journal of Sex & Marital Therapy · doi:10.1080/0092623x.2025.2605077 · Cited by 1 · see citing works
“This study confirms the significant mediating role of psychological resilience in the link between adult attachment insecurity and sexual functioning among Italian heterosexual couples undergoing ART (Evans, 2020; Goldsmith et al., 2023; Tang et al., 2022).”
Introduction to the special issue on training, supervision, and implementation
Alfonsson, S. (2025) · Cognitive Behaviour Therapy · doi:10.1080/16506073.2025.2563423
Predicting Trait Mindfulness by Ego Strength: The Mediating Role of Perfectionism and Alexithymia
Mansouri, J., Mohammadi, E., Amani, N., & Besharat, M. (2025) · The Neuroscience Journal of Shefaye Khatam · doi:10.61882/shefa.13.4.61
Atkinson-Graham, M., Mior, S. A., Bakaa, N., Konstantinidis, T., Wong, J. J., Arienti, C., Battel, I., Capodaglio, P., Cordani, C., Décary, S., et al. (2025) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd016309 · Cited by 1 · see citing works
Gimigliano, F., Liguori, S., Arienti, C., Paoletta, M., Butzbach, O., Iolascon, G., Atkinson-Graham, M., Bakaa, N., Battel, I., Capodaglio, P., et al. (2026) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd016327
Gabrielian, S. E., Chang, E. T., Treichler, E. B. H., Barnard, J. M., Nelson, R. E., Wong, M. S., JACKSON, N. J., & Finley, E. P. (2026) · Implementation Science · doi:10.1186/s13012-026-01498-z
“Though a systematic review of CBT implementation studies note that the implementation evaluations did not address changes in reach [47], we can extrapolate from MAT studies to estimate that concerted Table 3 Reach, adoption, and sustainment measures * Reach and adoption measures will be assessed at…”
Lamas-Morales, P., García-Rubio, C., Beltrán-Ruiz, M., Barceló‐Soler, A., del Hoyo, Y. L., & García‐Campayo, J. (2026) · Mindfulness · doi:10.1007/s12671-026-02825-7
“…acceptance, and self-kindness, were not explicitly trained as specific psychological skills in the DMPs, in contrast to interventions such as MBCT or MBSR, which mainly aim to cultivate mindfulness or acceptance through structured skills training (Gkintoni et al., 2025; Goldsmith et al., 2023).”
Bridging the Gap: Engagement With Behavioral Health for Pain Management Among Oncology Patients
Kao, G., Javed, S., Asis, O. D., Wang, J., & Sun, X. (2026) · Journal of Pain and Symptom Management · doi:10.1016/j.jpainsymman.2026.04.625
Al-seleet, D. K., Saber, A. F., Ali, S. S., Ali, A. N., bin Abdullah, K., Hussein, S. S., Hussein, H. S., Rasool, A. A., Omar, A. A., Sabah, R. M., et al. (2026) · European Journal of Oncology Nursing · doi:10.1016/j.ejon.2026.103204
Levy, J., Dimidjian, S., & Segal, Z. V. (2026) · Mindfulness · doi:10.1007/s12671-026-02924-5
“A systematic review of implementation strategies for psychotherapies including CBT and Acceptance and Commitment Therapy similarly concluded that implementation research for these evidence-based psychotherapies also remains limited (Goldsmith et al., 2023).”
Luo, R., Xue, J., & Han, X. (2026) · Quest · doi:10.1080/00336297.2026.2730231
Affirmative Cognitive Behavioral Therapy
Craig, D. S. L. (2026) · doi:10.1093/9780197778654.003.0001
Craig, D. S. L. (2026) · doi:10.1093/9780197778654.002.0006
Working With Specific Populations and Clinical Modalities
Austin, D. A., Yang, D. W., & Craig, D. S. L. (2026) · doi:10.1093/9780197778654.003.0004
Troubleshooting Common Clinical Challenges
Craig, S. L. (2026) · doi:10.1093/9780197778654.003.0005
Muroff, J. R. (2026) · doi:10.1093/9780197778654.002.0005
Core Affirmative CBT Content and Clinical Strategies
Pascoe, R. V., Hui, D. J., & Craig, S. L. (2026) · doi:10.1093/9780197778654.003.0003
Craig, D. S. L. (2026) · doi:10.1093/9780197778654.002.0007
Craig, D. S. L. (2026) · doi:10.1093/9780197778654.003.0002
Xu, N.-H., Zhao, D.-R., Li, H.-K., Lin, P.-L., & Ma, J.-N. (2026) · Cognitive Therapy and Research · doi:10.1007/s10608-026-10790-7
- Authors
- Goldsmith, E. S., Koffel, E., Ackland, P. E., Hill, J., Landsteiner, A., Miller, W., Stroebel, B., Ullman, K., Wilt, T. J., & Duan-Porter, W.
- Affiliations
- University of Minnesota (US)
- Minneapolis VA Health Care System (US)
- Binghamton University (US)
- University of California, San Francisco (US)
- Corresponding author
- Goldsmith, Elizabeth S.
- ORCID
- Venue
- Journal of General Internal Medicine
- Published
- 2023-04-03
- Volume
- 38
- Issue
- 12
- Pages
- 2782-2791
- ISSN
- 0884-8734 (ISSN-L)
- 1525-1497
- PMC
- PMC10069727
- OpenAlex
- W4362521735
- Semantic Scholar
- ac3b85643a90009c6784c676b640b466092cfcd4
- Cited by
- 38
- References
- 47
- Citations by year
- 2026: 19 · 2025: 12 · 2024: 7
- FWCI
- 1.92
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Licence
- Locations
- Journal of General Internal Medicine (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- eScholarship (California Digital Library) (submittedVersion)
- Funders
- Health Services Research and Development (#09-009)
- Topics
- Health Sciences › Health Professions › General Health Professions › Health Policy Implementation Science
- Social Sciences › Psychology › Clinical Psychology › Mindfulness and Compassion Interventions
- Social Sciences › Psychology › Clinical Psychology › Psychotherapy Techniques and Applications
- Keywords
- implementation strategies, cognitive behavioral therapy, acceptance and commitment therapy, mindfulness-based stress reduction, Veterans Health Administration, chronic pain, provider training, external facilitation, audit and feedback, RE-AIM framework, provider self-efficacy, implementation barriers and facilitators
- MeSH terms
- Humans, Quality of Life, Stress, Psychological, Cognitive Behavioral Therapy, Chronic Pain, Mindfulness, Acceptance and Commitment Therapy
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