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Bindicsova I, Hides LM, Day MA. An in-Depth Exploration of Consumer and Consumer Representative Views on Chronic Pain Management in Australia: A Key Informant Interview Study. J Pain Palliat Care Pharmacother 2024:1-10. [PMID: 39353068 DOI: 10.1080/15360288.2024.2407461] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2024] [Accepted: 09/16/2024] [Indexed: 10/04/2024]
Abstract
Chronic pain affects millions of Australians. Despite guidelines recommending non-pharmacological approaches as the first line treatment, opioid medications remain among the most common treatments. This study interviewed consumers and consumer representatives (i.e., representatives of peak pain advocacy organizations in Australia) to gain first-hand perspectives on chronic pain treatment in Australia. Individual semi-structured Key Informant Interviews (KIIs) with three consumers and three representatives were undertaken. Interviews were transcribed, and thematic analysis applied. Results showed that consumers and consumer representatives identified critical treatment access barriers. Another shared theme related to overarching principles of care, with sub-themes pertaining to the need for an interdisciplinary approach and pain education. A further shared theme focused on typical medical interventions, with one shared subtheme regarding the benefits and drawbacks of pain medications. Both groups highlighted the importance of a biopsychosocial approach with consideration of mental health, particularly related to perceived stigma and comorbidities. These findings highlight that chronic pain remains both undertreated and inadequately treated in Australia. There is a critical need to use novel approaches to overcome access barriers and stigma, and to advance precision medicine to match patients to the treatment most likely to be of benefit as early as possible in their journey.
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Affiliation(s)
- Ingrid Bindicsova
- School of Psychology, The University of Queensland, Brisbane, Australia
| | - Leanne M Hides
- School of Psychology, The University of Queensland, Brisbane, Australia
| | - Melissa A Day
- School of Psychology, The University of Queensland, Brisbane, Australia
- Department of Rehabilitation Medicine, The University of Washington, Seattle, Washington, USA
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Perricone AM, Ahn WK. Rebuilding trust in psychotherapy for biologically explained depression: A two-part experimental study examining the durability of an online psychoeducational intervention. Soc Sci Med 2024; 357:117202. [PMID: 39137458 DOI: 10.1016/j.socscimed.2024.117202] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2024] [Revised: 07/22/2024] [Accepted: 08/06/2024] [Indexed: 08/15/2024]
Abstract
Biological explanations of mental disorders, which are gaining prominence, can decrease trust in psychotherapy. To rebuild trust, this experimental study tests a psychoeducational intervention targeting misconceptions that (1) psychotherapy cannot change the brain; (2) people rarely have agency over biology while psychotherapy requires agency; (3) psychosocial causes, addressed in psychotherapy, are less probable given biological causes. U.S. adults (N = 602) rated psychotherapy's effectiveness for depression before and after learning about depression's biological causes. Absent any intervention, control-condition participants rated psychotherapy to be less effective post biological-causes-information. However, participants who viewed an intervention video explaining why the misconceptions are flawed judged psychotherapy as more effective even after learning about depression's biological causes. Active-control-condition participants, who viewed a video about psychotherapy's effectiveness, without directly addressing the misconceptions, also increased psychotherapy ratings, albeit significantly less than the intervention group. Approximately four weeks later, intervention-condition participants maintained their enhanced trust, without any reminder of the video, whereas the two control conditions showed reduced trust. The study offers a practical tool for broader public use with a lasting effect.
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Affiliation(s)
- Annalise M Perricone
- Department of Psychology, Yale University, 100 College Street, New Haven, CT, 06510, USA.
| | - Woo-Kyoung Ahn
- Department of Psychology, Yale University, 100 College Street, New Haven, CT, 06510, USA.
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3
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Scholten S, Herzog P, Glombiewski JA, Kaiser T. Is personalization of psychological pain treatments necessary? Evidence from a Bayesian variance ratio meta-analysis. Pain 2024:00006396-990000000-00674. [PMID: 39106462 DOI: 10.1097/j.pain.0000000000003363] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2024] [Accepted: 06/29/2024] [Indexed: 08/09/2024]
Abstract
ABSTRACT This is the first study to empirically determine the potential for data-driven personalization in the context of chronic primary pain (CPP). Effect sizes of psychological treatments for individuals with CPP are small to moderate on average. Aiming for better treatment outcomes for the individual patient, the call to personalize CPP treatment increased over time. However, empirical evidence that personalization of psychological treatments can optimize treatment outcomes in CPP is needed. This study seeks to estimate heterogeneity of treatment effect for cognitive behavioral therapy (CBT) as the psychological treatment approach for CPP with the greatest evidence base. For this purpose, a Bayesian variance ratio meta-regression is conducted using updated data from 2 recently published meta-analyses with randomized controlled trials comparing CBT delivered face-to-face to treatment-as-usual or waiting list controls. Heterogeneity in patients with CPP would be reflected by a larger overall variance in the post-treatment score compared with the control group. We found first evidence for an individual treatment effect in CBT compared with the control group. The estimate for the intercept was 0.06, indicating a 6% higher variance of end point values in the intervention groups. However, this result warrants careful consideration. Further research is needed to shed light on the heterogeneity of psychological treatment studies and thus to uncover the full potential of data-driven personalized psychotherapy for patients with CPP.A Bayesian variance ratio meta-regression indicates empirical evidence that data-driven personalized psychotherapy for patients with chronic primary pain could increase effects of cognitive behavioral therapy.
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Affiliation(s)
- Saskia Scholten
- Pain and Psychotherapy Research Lab, Department of Psychology, University of Kaiserslautern-Landau, Landau, Germany
| | - Philipp Herzog
- Pain and Psychotherapy Research Lab, Department of Psychology, University of Kaiserslautern-Landau, Landau, Germany
- Department of Psychology, Harvard University, Cambridge, MA, United States
| | - Julia Anna Glombiewski
- Pain and Psychotherapy Research Lab, Department of Psychology, University of Kaiserslautern-Landau, Landau, Germany
| | - Tim Kaiser
- Clinical Psychology and Psychotherapy, Universität Greifswald, Greifswald, Germany
- AE Methoden und Evaluation, Freie Universität Berlin, Berlin, Germany
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4
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Ecija C, Gutierrez L, Catala P, Peñacoba C. Preference for Hedonic Goals in Fibromyalgia; Is It Always an Avoidance Mechanism? Looking the Relationship with Pain Acceptance from a Positive Psychology Perspective. Pain Manag Nurs 2024; 25:80-87. [PMID: 38129209 DOI: 10.1016/j.pmn.2023.11.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2023] [Revised: 11/07/2023] [Accepted: 11/12/2023] [Indexed: 12/23/2023]
Abstract
The aim of this study was to analyze the effect of openness to experience on pain acceptance through positive affect (PA) considering the moderating role of preference for mood management goals in women with fibromyalgia (FM). A cross-sectional study (n = 231) was carried out. A simple mediation model and a moderate mediation model were conducted by SPSS macro-PROCESS. Results showed that PA mediated positively the effect of openness to experience on acceptance (B = 0.46, SE = 0.80, t = 5,59; 95% CI = [0.3016, 0.6298], p < .001) and that the contribution of openness to experience to PA varied at different values of mood management goals (medium: - .04; ß = .40, p < .001; high: .95; ß = .61, p<.001). Findings may serve as a foundation for tailored interventions to promote activity through acceptance focusing on PA and mood management goals among women with medium to high level of hedonic goals.
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Affiliation(s)
- Carmen Ecija
- From the Department of Psychology, Rey Juan Carlos University, Madrid, Spain
| | - Lorena Gutierrez
- From the Department of Psychology, Rey Juan Carlos University, Madrid, Spain
| | - Patricia Catala
- From the Department of Psychology, Rey Juan Carlos University, Madrid, Spain
| | - Cecilia Peñacoba
- From the Department of Psychology, Rey Juan Carlos University, Madrid, Spain.
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5
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Gerdle B, Dragioti E, Rivano Fischer M, Ringqvist Å. Acceptance and Fear-Avoidance Mediate Outcomes of Interdisciplinary Pain Rehabilitation Programs at 12-Month Follow-Up: A Clinical Registry-Based Longitudinal Cohort Study from the Swedish Quality Registry for Pain Rehabilitation (SQRP). J Pain Res 2024; 17:83-105. [PMID: 38196970 PMCID: PMC10775695 DOI: 10.2147/jpr.s438260] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2023] [Accepted: 12/19/2023] [Indexed: 01/11/2024] Open
Abstract
Background Factors that influence outcomes of interdisciplinary pain rehabilitation programs (IPRP) are poorly known. It is unclear how outcomes are influenced by pain intensity, psychological distress, and coping strategies. Aim This clinical registry-based longitudinal cohort study has three aims: 1) to determine the relative importance of pain intensity, psychological distress, acceptance, and fear-avoidance for changes in three outcomes of IPRP at 12-month follow-up; 2) to investigate whether the effects of pain intensity and psychological distress on the three outcomes are mediated via acceptance and fear-avoidance; and 3) to determine whether sex is a moderator. Methods This study uses Patient-Reported Outcome Measures (PROMs) from specialist units reporting data (2008-2016) to the Swedish Quality Registry for Pain Rehabilitation (SQRP). Adult chronic pain patients (N = 1991) answered the PROMs (background, pain, psychological distress, coping, participation, and health-related quality of life (HRQoL)). Partial Least Squares Structural Equation Modelling (PLS-SEM) was used to explore the aims. Results Changes in acceptance (β:0.424-0.553; all P<0.001) were the strongest predictor of the three outcomes (changes in life control, interference, and HRQoL) at 12-month follow-up. The next strongest predictor was baseline acceptance (β: 0.177-0.233; all P<0.001) and changes in fear-avoidance (β: -0.152- -0.186; all P<0.001). Baseline pain intensity and psychological distress showed weak positive associations. Their effects on the three outcomes were mediated via acceptance aspects. Sex was not a moderator. Discussion and Conclusion Acceptance aspects (baseline and changes) were important predictors of IPRP outcomes. Changes in fear-avoidance were also important although to a lesser degree. Some of the effects of pain intensity and psychological distress on outcomes were mediated via acceptance at baseline. Future PLS-SEM analysis of real-world IPRP should include more potential mediators (eg, catastrophizing and more facets of psychological flexibility and fear-avoidance) and the components of IPRP.
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Affiliation(s)
- Björn Gerdle
- Pain and Rehabilitation Centre, and Department of Health, Medicine and Caring Sciences, Linköping University, Linköping, Sweden
| | - Elena Dragioti
- Pain and Rehabilitation Centre, and Department of Health, Medicine and Caring Sciences, Linköping University, Linköping, Sweden
| | - Marcelo Rivano Fischer
- Department of Neurosurgery and Pain Rehabilitation, Skåne University Hospital, Lund, Sweden
- Department of Health Sciences, Faculty of Medicine, Lund University, Lund, Sweden
| | - Åsa Ringqvist
- Department of Neurosurgery and Pain Rehabilitation, Skåne University Hospital, Lund, Sweden
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Heelas L, Soni A, Barker K. Do baseline patient reported outcome measures predict changes in self-reported function, following a chronic pain rehabilitation programme? Br J Pain 2023; 17:532-545. [PMID: 37974636 PMCID: PMC10642500 DOI: 10.1177/20494637231190190] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2023] Open
Abstract
Background Interdisciplinary pain management programmes, based on cognitive-behavioural principles, aim to improve physical and psychological functioning and enhance self-management in people living with chronic pain. Currently there is insufficient evidence about whether psychological, biological or social factors are predictive of positive outcomes following pain rehabilitation. This study aims to evaluate predictors of change in Brief Pain Inventory - pain interference score (BPI) in a clinical data set to determine whether age, sex and baseline outcome measures are predictive of improvement in pain interference following pain rehabilitation. Methods A retrospective, pragmatic observational analysis of routinely collected clinical data in two pain rehabilitation programmes, Balanced Life Programme (BLP) and Get Back Active (GBA) was conducted. Standard regression and hierarchical regression analyses were used to identify predictors of change to assess temporal changes in BPI. Responder analysis was also conducted. Results Standard regression analyses of 208 (BLP) and 310 (GBA) patients showed that higher baseline BPI and better physical performance measures predicted better improvement in BPI across both programmes. Hierarchical regression showed that age and sex accounted for 2.7% (BLP) and 0.002% (GBA) of the variance in change in BPI. After controlling for age and sex, the other measures explained an additional 23% (BLP) and 19% (GBA) of the variance, p = < .001 where BPI and physical performance measures were consistently statistically significant predictors, p < .05. Responder analysis also showed that pain interference and physical performance were significantly associated with improvement (p = < .0005). Conclusions The combination of high self-reported pain interference and better physical performance measures may be a useful indicator of who would benefit from interdisciplinary rehabilitation. Further validation of the results is required.
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Affiliation(s)
- L Heelas
- Physio Research Unit ouh and NDORMs, Oxford University Hospitals NHS Foundation Trust, Oxford, UK
| | - A Soni
- Nuffield Department of Clinical Neurosciences, Oxford University, Oxford, UK
- Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, Oxford University, Oxford, UK
| | - Karen Barker
- Physio Research Unit ouh and NDORMs, Oxford University Hospitals NHS Foundation Trust, Oxford, UK
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Atefi GL, de Vugt ME, van Knippenberg RJM, Levin ME, Verhey FRJ, Bartels SL. The use of Acceptance and Commitment Therapy (ACT) in informal caregivers of people with dementia and other long-term or chronic conditions: A systematic review and conceptual integration. Clin Psychol Rev 2023; 105:102341. [PMID: 37776577 DOI: 10.1016/j.cpr.2023.102341] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2023] [Revised: 09/10/2023] [Accepted: 09/22/2023] [Indexed: 10/02/2023]
Abstract
Informal caregivers are the primary source of support for adults with chronic conditions and disabilities. Empirical research highlights chronic stress and other risks of adverse outcomes of caregiving. Acceptance and Commitment Therapy (ACT) is an emerging evidenced-based practice that shows promise in improving an array of outcomes, theoretically by increasing psychological flexibility as the primary process of change. Research has begun to evaluate ACT among informal caregivers of adult populations, and a systematic review is now needed to summarise this evidence base. Electronic searches from five databases, including PubMed, PsycInfo, Embase, CINAHL, and Cochrane Library, yielded an initial 7896 hits, which after screening for inclusion criteria, resulted in 21 clinical trials. Studies were coded to synthesise the feasibility, effectiveness, and quality of evidence. Findings show that ACT was reported to be largely feasible and acceptable. However, the efficacy of ACT was mixed, with a more consistent pattern for informal caregivers of people with dementia. Several methodological quality issues limited the findings. However, theoretical synthesis and preliminary evidence support the promising effect of ACT in subgroups of informal caregivers. Research on the process of change, as well as larger-scale, methodologically rigorous trials, are needed to consolidate these findings.
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Affiliation(s)
- Golnaz L Atefi
- Department of Psychiatry and Neuropsychology, Alzheimer Centrum Limburg, Maastricht University, Dr. Tanslaan 12, 6229 ET, Maastricht, The Netherlands.
| | - Marjolein E de Vugt
- Department of Psychiatry and Neuropsychology, Alzheimer Centrum Limburg, Maastricht University, Dr. Tanslaan 12, 6229 ET, Maastricht, The Netherlands
| | - Rosalia J M van Knippenberg
- Department of Psychiatry and Neuropsychology, Alzheimer Centrum Limburg, Maastricht University, Dr. Tanslaan 12, 6229 ET, Maastricht, The Netherlands
| | - Michael E Levin
- Department of Psychology, Utah State University, Logan, UT 84322, USA
| | - Frans R J Verhey
- Department of Psychiatry and Neuropsychology, Alzheimer Centrum Limburg, Maastricht University, Dr. Tanslaan 12, 6229 ET, Maastricht, The Netherlands
| | - Sara Laureen Bartels
- Department of Psychiatry and Neuropsychology, Alzheimer Centrum Limburg, Maastricht University, Dr. Tanslaan 12, 6229 ET, Maastricht, The Netherlands; Department of Clinical Neuroscience, Karolinska Institute, Sweden
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8
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Hollyfield S, Travers W, Sondh SK, Wilczek A, Jacobs C, McCracken LM, Scott W. An Observational Study of Outcomes Associated With Virtual Pain Management Programs Based on Acceptance and Commitment Therapy Implemented During the COVID-19 Pandemic. Clin J Pain 2023; 39:524-536. [PMID: 37449794 PMCID: PMC10498868 DOI: 10.1097/ajp.0000000000001144] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2023] [Revised: 05/18/2023] [Accepted: 06/22/2023] [Indexed: 07/18/2023]
Abstract
OBJECTIVE In response to COVID-19, virtual, group-based interdisciplinary pain management programs (PMPs) were rapidly implemented. This included implementing different intensities and formats of virtual PMPs to address a range of patient needs and complexity. This observational study investigated outcomes associated with virtual high and low-intensity and pre-neuromodulation PMPs based on acceptance and commitment therapy as part of routine care during the pandemic. METHODS Depending on patients' needs, participants completed a virtual high-intensity or low-intensity PMP, or a virtual PMP in preparation for neuromodulation, from June 2020 to June 2022. Participants completed standardized measures of pain intensity and interference, work and social adjustment, depression, and pain acceptance before and after treatment. Data from 2018 to 2019 for in-person residential ( n= 561), outpatient ( n =123), and pre-neuromodulation ( n =207) PMPs were also examined to provide a historical benchmark of performance. RESULTS The virtual high-intensity PMP ( n =294) showed significant improvements in all variables, with small effects. There were significant improvements with small effects for pain interference, depression, and acceptance for the virtual pre-neuromodulation PMP ( n =129). No statistically significant improvements were observed for the virtual low-intensity PMP ( n =90). The improvements associated with prepandemic in-person PMPs were generally larger relative to the virtual PMPs of comparable intensity delivered during the pandemic. DISCUSSION These data provide preliminary support for the potential benefits of high, but not low, intensity virtual acceptance and commitment therapy-based PMPs, including in the context of neuromodulation. Research is needed to maximize the impact of virtual PMPs and match patients with the most appropriate delivery format.
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Affiliation(s)
| | - Warren Travers
- INPUT Pain Management Unit, Guy’s and St Thomas’ NHS Foundation Trust
| | | | - Angelika Wilczek
- INPUT Pain Management Unit, Guy’s and St Thomas’ NHS Foundation Trust
| | - Clair Jacobs
- INPUT Pain Management Unit, Guy’s and St Thomas’ NHS Foundation Trust
| | | | - Whitney Scott
- INPUT Pain Management Unit, Guy’s and St Thomas’ NHS Foundation Trust
- King’s College London, Health Psychology Section, Institute of Psychiatry, Psychology, and Neuroscience, London, UK
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9
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McCracken LM. Personalized pain management: Is it time for process-based therapy for particular people with chronic pain? Eur J Pain 2023; 27:1044-1055. [PMID: 36755478 DOI: 10.1002/ejp.2091] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2023] [Accepted: 02/08/2023] [Indexed: 02/10/2023]
Abstract
BACKGROUND AND OBJECTIVE Psychological treatments for chronic pain have helped many people around the world. They are among the most researched and best evidenced treatments a person can receive when they have persistent, disabling and distressing pain. At the same time, improvements in the effectiveness of these treatments appear to be at a standstill. This may be due to an inherent lack of generalizability from aggregated group data to the individual, limited utility of our current schemes for categorizing people with pain conditions, faced with their inherent heterogeneity, our relatively coarse categories of treatment types and focus on treatment packages rather than individual methods, and our current failures to find adequate predictors of outcome, or to assign people their best-suited treatment methods, based on group data. In this review, it is argued that the development and examination of truly personalized treatment is a next logical step to create progress and improve the results people achieve. METHODS Key research studies pertaining to psychological treatments, treatment outcome, heterogeneity in chronic pain, prediction of treatment outcome, subtyping and treatment tailoring are reviewed. RESULTS AND CONCLUSION It is suggested that development of future treatments for chronic pain ought to incorporate an idiographic, process-based approach, focused on evidence-based mechanisms of change, individually and dynamically addressed, based on contextually sensitive ongoing assessment. Knowledge and practical solutions needed to make process-based therapy for chronic pain happen are discussed. SIGNIFICANCE Psychological approaches to chronic pain have been highly successful in the past but improvement in the effectiveness of these over time is slow to nonexistent. It is argued here that this has happened due to a failure to adequately consider the individual. Future psychological treatments for chronic pain ought to incorporate an idiographic, process-based approach, focused on evidence-based mechanisms of change, individually and dynamically addressed, grounded in ongoing contextually sensitive assessment.
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Affiliation(s)
- Lance M McCracken
- Division of Clinical Psychology, Psychology Department, Uppsala University, Uppsala, Sweden
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10
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Karayannis NV, Sturgeon JA, Kemani MK, Mackey SC, Greco CM, Wicksell RK, McCracken LM. Pain acceptance and psychological inflexibility predict pain interference outcomes for persons with chronic pain receiving pain psychology. Scand J Pain 2023; 23:464-475. [PMID: 36745187 PMCID: PMC10522049 DOI: 10.1515/sjpain-2022-0107] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2022] [Accepted: 01/14/2023] [Indexed: 02/07/2023]
Abstract
OBJECTIVES Awareness (being present), acceptance, and engagement (committed action) are three dimensions of psychological flexibility. Understanding these in the context of chronic pain may identify treatment targets to help refine individual treatment. Our objective was to test the predictive capacity of three dimensions within the psychological flexibility model on the longitudinal trajectory of pain interference. METHODS Patients receiving pain psychology treatment at a pain management center participated in this pragmatic clinical longitudinal study (n=86 with at least three assessments; Mean age=51 years; Gender=60 females, 26 males). Measures included the Five Facet Mindfulness Questionnaire (FFMQ-SF); Chronic Pain Acceptance Questionnaire (CPAQ-8); Psychological Inflexibility in Pain Scale (PIPS-12); and Committed Action Questionnaire (CAQ-8). The dependent variable was the Patient Reported Outcomes Information System (PROMIS) Pain Interference (PI). We used latent growth modelling to analyze scores assessed within 180 days of patient care. RESULTS Psychological inflexibility (PIPS-12) and pain acceptance (CPAQ-8) measured at baseline predicted PI outcomes (n=86). PIPS-12 showed a direct relationship with pain interference (PI), where higher PIPS-12 scores predicted significantly higher PI mean scores on average across the study period (ρ=0.422, r2=0.382) but also predicted significantly greater decreases in PI across time (ρ=-0.489, r2=0.123). Higher CPAQ-8 scores predicted significantly lower PI mean scores on average across the study period (ρ=-0.478, r2=0.453) but also significantly smaller decreases in PI across time (ρ=0.495, r2=0.076). Awareness (FFMQ-SF) and engagement (CAQ-8) were not predictive of PI outcomes. CONCLUSIONS Patients who entered pain psychology treatment with lower pain acceptance and higher psychological inflexibility showed the largest reductions in pain interference across time. These results contribute towards a novel prognostic understanding of the predictive roles of an enhancing dimension and limiting dimension of psychological flexibility.
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Affiliation(s)
| | - John A Sturgeon
- Department of Psychology, University of Washington, Seattle, USA
| | - Mike K Kemani
- Medical Unit Medical Psychology, Women's Health and Allied Health Professionals Theme, Karolinska University Hospital, Solna, Sweden
- Department of Psychology, Stress Research Institute, Stockholm University, Stockholm, Sweden
| | - Sean C Mackey
- Division of Pain Medicine, Stanford University, Stanford, USA
| | - Carol M Greco
- Department of Psychiatry, University of Pittsburgh, Pittsburgh, USA
| | - Rikard K Wicksell
- Department of Clinical Neuroscience, Division of Psychology, Karolinska Institutet, Solna, Sweden
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11
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Gentili C, Zetterqvist V, Rickardsson J, Holmström L, Ljótsson B, Wicksell R. Examining predictors of treatment effect in digital Acceptance and Commitment Therapy for chronic pain. Cogn Behav Ther 2023:1-17. [DOI: 10.1080/16506073.2023.2191826] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/29/2023]
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12
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Fang S, Ding D. Which outcome variables are associated with psychological inflexibility/flexibility for chronic pain patients? A three level meta-analysis. Front Psychol 2022; 13:1069748. [PMID: 36562078 PMCID: PMC9767366 DOI: 10.3389/fpsyg.2022.1069748] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2022] [Accepted: 11/21/2022] [Indexed: 12/12/2022] Open
Abstract
The psychological flexibility model can be seen as a basis for an integrated and progressive psychological approach to chronic pain management. Some researchers suggest that psychological flexibility and inflexibility represent distinct processes and constructs. This meta-analysis is the first to provide a summary estimate of the overall effect size for the relationship between psychological (in)flexibility and common outcomes among chronic pain patients. The research protocol was registered in the International Prospective Register of Systematic Reviews (PROSPERO, https://www.crd.york.ac.uk/PROSPERO/), registration number CRD42021285705. Four databases were searched (PsycINFO; PubMed; Web of Science, CINAHL) along with reference lists. Thirty-six cross-sectional studies were included (7,779 participants). Meta-analyses (random effects model) indicated a significant medium negative association between psychological flexibility and pain intensity or functional impairment. The present study also indicated a significant small to medium association between psychological inflexibility and pain intensity, a nearly large association between psychological inflexibility and functional impairment as well as the quality of life, and a large association between psychological inflexibility and anxiety/depression. Due to the limited number of included studies, the relationship between risk behavior and psychological inflexibility may not be significant. Types of countries and instruments measuring psychological inflexibility may explain part of the heterogeneity. These findings may carry significant implications for chronic pain patients regarding the potential relationship between psychological inflexibility or flexibility and these outcomes. It may consequently form the basis for more robust testing of causal and manipulable relationships. Systematic review registration https://www.crd.york.ac.uk/PROSPERO/, identifier: CRD42021285705.
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Affiliation(s)
- Shuanghu Fang
- School of Educational Science, Anhui Normal University, Wuhu, China
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13
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Ecija C, Catala P, Velasco L, Pastor-Mira MA, Peñacoba C. When It Hurts, a Positive Attitude May Help. The Moderating Effect of Positive Affect on the Relationship Between Walking, Depression, and Symptoms in Women with Fibromyalgia. Pain Manag Nurs 2022; 23:767-775. [PMID: 35840530 DOI: 10.1016/j.pmn.2022.05.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2021] [Revised: 04/17/2022] [Accepted: 05/27/2022] [Indexed: 12/24/2022]
Abstract
BACKGROUND Increased exercise is a marker of health in fibromyalgia (FM). However, patients frequently avoid physical activity as a way of minimizing the pain they feel. This deprives them of opportunities to obtain positive reinforcement, increasing functional impact. AIMS This study examines the mediating role of depressive symptoms between walking (as physical exercise), functional impact, and pain, at different levels of positive affect (PA) among women with fibromyalgia. DESIGN Cross-sectional correlational study. SETTINGS Mutual aid associations for fibromyalgia in Spain. PARTICIPANTS 231 women diagnosed with FM. METHODS Moderate mediation analyses were conducted using PROCESS. RESULTS First, a simple mediation model showed that depression mediated the effect of walking on functional impact, but not on pain. Additionally, the moderated mediated model showed that this effect was significant at medium and high levels of PA, but not when levels of PA were low. CONCLUSIONS Provision of resources focused on positive affect seem to increase the positive effects of walking on functional impact through the reduction of depressive symptoms. Nurses can improve adherence of patients with FM to walking behavior through increasing positive affect.
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Affiliation(s)
- Carmen Ecija
- Department of Psychology, Rey Juan Carlos University, Madrid, Spain
| | - Patricia Catala
- Department of Psychology, Rey Juan Carlos University, Madrid, Spain
| | - Lilian Velasco
- Department of Psychology, Rey Juan Carlos University, Madrid, Spain
| | - Mª Angeles Pastor-Mira
- Department of Behavioral Sciences and Health, Miguel Hernández University, Alicante, Spain
| | - Cecilia Peñacoba
- Department of Psychology, Rey Juan Carlos University, Madrid, Spain.
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Mowat RM, Lewis GN, Borotkanics RJ. What factors predict outcome from an inpatient multidisciplinary chronic pain service? A prospective cohort study. AUST HEALTH REV 2022; 46:686-694. [PMID: 36410721 DOI: 10.1071/ah22172] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2022] [Accepted: 11/01/2022] [Indexed: 11/23/2022]
Abstract
Objective To identify baseline factors associated with outcomes from an inpatient multidisciplinary pain management program (PMP) located in a bicultural area of Aotearoa New Zealand. Methods A prospective cohort study was undertaken involving 164 people with chronic pain who attended the PMP. Demographic, clinical, and psychosocial measures were obtained at baseline, whereas clinical and psychosocial outcome measures were also obtained at program discharge and 3-month follow up (N = 100). Multivariate analyses were used to determine baseline demographic variables that were associated with outcomes at discharge and follow up. Results Being male and working full-time were associated with poorer outcomes in select measures at discharge. At the 3-month follow up, Māori ethnicity, working full-time, being retired or unemployed, or having chronic widespread pain were associated with poorer outcomes for some measures, whereas those with rheumatoid arthritis had greater self-efficacy. Conclusions Sex, ethnicity, employment status, and patient condition impact clinical outcomes from the program and in the time from discharge to follow up. Program content and/or delivery should be altered to promote more equitable outcomes for all patients in the long term.
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Affiliation(s)
- Rebecca M Mowat
- School of Clinical Sciences, Auckland University of Technology, New Zealand
| | - Gwyn N Lewis
- School of Clinical Sciences, Auckland University of Technology, New Zealand
| | - Robert J Borotkanics
- Faculty of Health and Environmental Sciences, Auckland University of Technology, New Zealand
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15
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Sarter L, Heider J, Witthöft M, Rief W, Kleinstäuber M. Using clinical patient characteristics to predict treatment outcome of cognitive behavior therapies for individuals with medically unexplained symptoms: A systematic review and meta-analysis. Gen Hosp Psychiatry 2022; 77:11-20. [PMID: 35390568 DOI: 10.1016/j.genhosppsych.2022.03.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/11/2021] [Revised: 02/27/2022] [Accepted: 03/01/2022] [Indexed: 11/17/2022]
Abstract
OBJECTIVE For individuals with medically unexplained symptoms (MUS), cognitive behavioral therapy (CBT) is the best-evaluated treatment. This systematic review and meta-analyses identify clinical patient characteristics associated with the treatment outcome of CBT for MUS. METHODS A systematic literature search (PubMed, PsycInfo, Web of Science) resulted in 53 eligible studies; of these 32 studies could be included in meta-analyses. Pooled correlation coefficients between predictors and treatment outcome were calculated with a random-effects model. Moderator analyses were conducted to examine differences between subgroups of MUS and different levels of methodological study quality. RESULTS Meta-analyses demonstrated that individuals with higher symptom intensity (r = 0.38; p < 0.001), lower physical functioning (r = -0.29; p < 0.001), lower emotional and social functioning (r = -0.37; p < 0.001), more potential symptom-related incentives (r = -0.15; p = 0.001), or longer symptom duration (r = 0.10; p = 0.033) at the beginning of treatment reported less change of symptom severity until the end of therapy or higher end-of-treatment symptom severity. The pooled effect sizes did not differ between certain subgroups of MUS or between different levels of methodological quality. CONCLUSION Our findings indicated that clinical characteristics of MUS patients are associated with treatment outcome of CBT. We discuss how the results can be used to optimize and personalize future treatments for MUS.
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Affiliation(s)
- Lena Sarter
- Philipps-University Marburg, Department of Clinical Psychology and Psychotherapy, Gutenbergstraße 18, 35037 Marburg, Germany.
| | - Jens Heider
- University Koblenz-Landau, Department of Clinical Psychology and Psychotherapy, Ostbahnstraße 10, 76829 Landau, Germany.
| | - Michael Witthöft
- Johannes Gutenberg-University Mainz, Department of Clinical Psychology, Psychotherapy and Experimental Psychopathology, Wallstraße 3, 55122 Mainz, Germany.
| | - Winfried Rief
- Philipps-University Marburg, Department of Clinical Psychology and Psychotherapy, Gutenbergstraße 18, 35037 Marburg, Germany.
| | - Maria Kleinstäuber
- Department of Psychology, Emma Eccles Jones College of Education and Human Services, Utah State University, Logan, USA.
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Casey MB, Smart KM, Segurado R, Hearty C, Gopal H, Lowry D, Flanagan D, McCracken L, Doody C. Exercise combined with Acceptance and Commitment Therapy compared with a standalone supervised exercise programme for adults with chronic pain: a randomised controlled trial. Pain 2022; 163:1158-1171. [PMID: 34913883 DOI: 10.1097/j.pain.0000000000002487] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2021] [Accepted: 09/10/2021] [Indexed: 10/20/2022]
Abstract
ABSTRACT A prospective, 2-armed, parallel group randomised controlled trial (RCT) was conducted to compare the effectiveness of Acceptance and Commitment Therapy (ACT) combined with a supervised exercise programme with a supervised exercise programme alone for adults with chronic pain. One hundred seventy-five participants were individually randomised to receive either the combined Exercise and ACT (ExACT) intervention or supervised exercise alone. Those allocated to the ExACT group attended 8 weekly sessions with a psychologist based on the ACT approach, in addition to supervised exercise classes led by a physiotherapist. The control group attended weekly supervised exercise classes but did not take part in an ACT programme. Both groups were followed up postintervention and again after 12 weeks. The primary outcome was pain interference at 12-week follow-up. Estimates of treatment effects at follow-up were based on intention-to-treat analyses, implemented using a linear mixed-effects model. The findings of this RCT showed no difference in the effectiveness of ExACT, compared with a supervised exercise programme alone for the primary outcome pain interference at 12-week follow-up (mean difference -0.18, 95% confidence interval -0.84 to 0.48, P = 0.59, d = 0.11). ExACT group participants reported superior outcomes for pain self-efficacy, pain catastrophising, and committed action, compared with the control group, but there were no differences between the groups for other secondary outcomes or treatment process measures. Higher levels of treatment satisfaction and global impression of change were reported by ExACT group participants. Exercise combined with Acceptance and Commitment Therapy was not superior to a standalone supervised exercise programme for reducing pain interference in adults with chronic pain.
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Affiliation(s)
- Máire-Bríd Casey
- School of Public Health, Physiotherapy and Sports Science, University College Dublin, Belfield, Dublin, Ireland
| | - Keith M Smart
- School of Public Health, Physiotherapy and Sports Science, University College Dublin, Belfield, Dublin, Ireland
| | - Ricardo Segurado
- School of Public Health, Physiotherapy and Sports Science, University College Dublin, Belfield, Dublin, Ireland
| | - Conor Hearty
- Department of Pain Medicine, Mater Misericordiae University Hospital, Dublin, Ireland
| | - Hari Gopal
- Department of Pain Medicine, Mater Misericordiae University Hospital, Dublin, Ireland
| | - Damien Lowry
- Department of Psychology, Mater Misericordiae University Hospital, Dublin, Ireland
| | - Dearbhail Flanagan
- Physiotherapy Department, Mater Misericordiae University Hospital, Dublin, Ireland
| | - Lance McCracken
- Department of Psychology, Uppsala University, Uppsala, Sweden
| | - Catherine Doody
- School of Public Health, Physiotherapy and Sports Science, University College Dublin, Belfield, Dublin, Ireland
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17
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Yu L, McCracken LM, Scott W. Predictors of Outcomes Following Interdisciplinary Acceptance and Commitment Therapy for Chronic Pain: Profiling Psychological Flexibility. Eur J Pain 2022; 26:1448-1459. [PMID: 35536177 PMCID: PMC9543918 DOI: 10.1002/ejp.1972] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2021] [Revised: 03/21/2022] [Accepted: 05/08/2022] [Indexed: 11/07/2022]
Abstract
Background Growing evidence demonstrates the benefit of acceptance and commitment therapy (ACT) for people with chronic pain. However, there remain people with chronic pain who do not benefit from ACT, and predicting treatment response is difficult. Aims This aim of this study was to investigate if baseline psychological flexibility (PF) profiles predict responses to an ACT‐based pain management programme. Methods Data from 415 participants attending an interdisciplinary pain management programme were included. Participants completed measures of PF processes and outcomes pre‐ and post‐treatment. Latent profile analysis was used to identify subgroups of participants based on their baseline PF scores. ANOVAs were conducted to compare subgroups of participants on outcome variables at baseline, and changes from pre‐ to post‐treatment. Results Three subgroups of participants were identified: (a) low PF, (b) low openness and (c) high awareness and action. The three subgroups significantly differed on all outcome measures at pre‐treatment, supporting the clinical relevance of these PF profiles. However, participants with different baseline PF profiles did not appear to differ in terms of changes in outcome variables. Conclusions People with chronic pain demonstrate different PF profiles, but appear to respond to ACT similarly regardless of these profiles. Future studies with a more individualized focus are needed to further understand which components of ACT work for whom on which outcome and how. Significance There remain people with chronic pain who do not benefit from acceptance and commitment therapy (ACT), and predicting treatment response is difficult. This is the first study to identify psychological flexibility (PF) profiles along multiple PF processes using latent class analysis, and the first longitudinal study to investigate PF profiles in relation to outcomes in ACT for chronic pain. The findings contribute to the understanding of theoretically consistent predictors of outcomes in ACT, which in turn can inform treatment development.
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Affiliation(s)
- Lin Yu
- Middlesex University, Department of Psychology, UK
| | | | - Whitney Scott
- INPUT Pain Management Unit, NHS Foundation Trust, Guy's and St Thomas, UK.,King's College London, Health Psychology Section, Psychology Department, Institute of Psychiatry, Psychology & Neuroscience, UK
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19
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Day MA, Jensen MP. Understanding pain treatment mechanisms: a new direction in outcomes research. Pain 2022; 163:406-407. [PMID: 35148287 PMCID: PMC8837820 DOI: 10.1097/j.pain.0000000000002373] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2021] [Accepted: 06/10/2021] [Indexed: 11/26/2022]
Affiliation(s)
- Melissa A. Day
- School of Psychology, University of Queensland, Brisbane, QLD, Australia
- Department of Rehabilitation Medicine, University of Washington, Seattle, WA, USA
| | - Mark P. Jensen
- Department of Rehabilitation Medicine, University of Washington, Seattle, WA, USA
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20
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Gilpin H, Ratanachatchuchai S, Novelli D, McCracken L, Scott W. Examining the association between group context effects and individual outcomes in an interdisciplinary group-based treatment for chronic pain based on Acceptance and Commitment Therapy. Br J Pain 2022; 16:420-432. [PMID: 36032341 PMCID: PMC9411762 DOI: 10.1177/20494637211073012] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
Background: Although cognitive-behavioural treatments for chronic pain are delivered in groups, there is little research investigating group effects in these treatments. Purpose: The aim of this study was to investigate associations between group composition variables at the start of treatment and individual outcomes following intensive interdisciplinary treatment for pain based on Acceptance and Commitment Therapy. Methods: This was a secondary analysis of routinely collected observational data. Five-hundred and sixteen patients completed a standard set of demographic, pain-related, and psychosocial measures at pre- and post-treatment. Intracluster correlations (ICCs) were computed to examine the clustering of outcomes within groups and multilevel models explored the association between group composition variables and individual level outcomes. Results: The ICCs for pain intensity (0.11) and interference (0.09) suggested that multilevel models were warranted for these outcomes, while a multilevel model for post-treatment depression (ICC=0.04) was not warranted. Group percentage of participants receiving disability 8 benefits and group mean pain intensity at pre-treatment were significantly positively associated with individual level pain intensity at post-treatment, controlling for pre-treatment individual level pain intensity. Group mean pain intensity at pre-treatment was the only group variable that significantly predicted post-treatment pain interference at the individual level. Psychosocial group composition variables were not significantly associated with individual level outcomes. Conclusions: Given the limited predictive utility of group composition variables in the current study, future research should undertake direct assessment of group level therapeutic and counter-therapeutic processes to advance understanding of who benefits from group treatments for pain and how. As the variance in outcomes accounted for by group clustering was relatively small and significant within groups variance remained, research is also needed to further understand individual level factors that influence cognitive-behavioural treatment outcomes for pain.
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Affiliation(s)
| | | | | | | | - Whitney Scott
- Health Psychology Section, Institute of Psychiatry, Psychology, and NeuroscienceKing's College London
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21
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Catala P, Suso-Ribera C, Gutierrez L, Perez S, Lopez-Roig S, Peñacoba C. Is Thought Management a Resource for Functioning in Women with Fibromyalgia Irrespective of Pain Levels? PAIN MEDICINE 2021; 22:1827-1836. [PMID: 33595650 DOI: 10.1093/pm/pnab073] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
OBJECTIVE This study aimed to examine the relationship between cognitive factors (cognitive fusion and catastrophizing) and functional limitation experienced by patients with fibromyalgia across different levels of pain severity (i.e., moderation). METHODS The sample comprised 226 women with fibromyalgia. Their mean age was 56.91 years (standard deviation = 8.94; range = 30 to 78 years). RESULTS Pain severity, cognitive fusion, and all components of catastrophizing (i.e., rumination, magnification, and helplessness) contributed to greater fibromyalgia impact on functioning in the multivariate analyses (all P < 0.001). A moderation effect was also found in the relationship between cognitive fusion and fibromyalgia impact on functioning (B = -0.12, t = -2.42, P = 0.016, 95% confidence interval: -0.22 to -0.02) and between magnification and fibromyalgia impact (B = -0.37, t = -2.21, P = 0.028, 95% confidence interval: -0.69 to -0.04). This moderation was not observed for rumination and helplessness. CONCLUSIONS The results suggest that in interventions to improve functioning in people with fibromyalgia, some maladaptive forms of thought management (i.e., cognitive fusion and magnification) preferably should be challenged at milder levels of pain severity. According to our findings, cognitive fusion and magnification might have less room to impact functioning at higher levels of pain severity; therefore, rumination and helplessness, which had comparable associations with functioning irrespective of pain levels, would be preferable targets in psychological interventions in patients with fibromyalgia experiencing more severe pain levels.
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Affiliation(s)
- Patricia Catala
- Department of Psychology, Rey Juan Carlos University, Alcorcón (Madrid), Spain
| | - Carlos Suso-Ribera
- Department of Basic and Clinical Psychology and Psychobiology, Jaume I University, Castellón, Spain
| | - Lorena Gutierrez
- Department of Psychology, Rey Juan Carlos University, Alcorcón (Madrid), Spain
| | - Soledad Perez
- Department of Psychology, Rey Juan Carlos University, Alcorcón (Madrid), Spain
| | - Sofia Lopez-Roig
- Department of Behavioral Sciences and Health, Miguel Hernandez University, Alicante, Spain
| | - Cecilia Peñacoba
- Department of Psychology, Rey Juan Carlos University, Alcorcón (Madrid), Spain
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22
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Vasiliou VS, Karademas EC, Christou Y, Papacostas S, Karekla M. Mechanisms of change in acceptance and commitment therapy for primary headaches. Eur J Pain 2021; 26:167-180. [PMID: 34375444 DOI: 10.1002/ejp.1851] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2020] [Accepted: 07/31/2021] [Indexed: 01/03/2023]
Abstract
BACKGROUND Despite the demonstrated effectiveness of behavioural headache interventions, it is not yet known which intervention processes account for treatment responses. Acceptance and commitment therapy (ACT), an emerging behavioural intervention for headaches, proposes psychological flexibility (PF) processes as the mechanisms via which intervention change occurs. This is the first study examining these processes of change variables on headache-related disability and quality of life (treatment outcome). METHODS Data originated from a Randomized Clinical Trial evaluating the efficacy of ACT for primary headaches. Ninety-four individuals with primary headaches (M = 43 y; 84% females; M headache frequency/month = 9.30) were randomized to either an ACT-based or a Wait-list control group (N = 47 in each). Participants completed questionnaires related to their headache experiences and PF processes at pre- (T1), post-treatment (T2), and 3-month follow-up (T3). RESULTS Following a bootstrapped cross product of coefficients approach, results demonstrated mediating effects of headache acceptance, cognitive defusion, avoidance of headache, and mindfulness in the ACT group compared to control on parameters of headache-related disability and quality of life at post and 3-month follow-ups. CONCLUSIONS These findings demonstrate that changes in certain PF processes lower disability and improve quality of life in headache sufferers, supporting that ACT works via its proposed mechanisms of change. Interventions for headache management may be optimized if they target increases in headache acceptance, defusion from thoughts, and mindfulness. SIGNIFICANCE Psychological flexibility (PF) guides the ACT approach, an emerging behavioral headache intervention that focuses on optimizing head pain adjustment via flexible responses to pain. It targets at increasing daily functioning rather than preventing or controlling headache episodes. Pain acceptance, cognitive defusion, and mindfulness act as processes of functional change in ACT, lowering disability and increasing daily functioning and quality of life. These components can upgrade the established effectiveness of behavioral headache interventions with personalized, modularized therapeutic targets that can help headache sufferers re-establish optimal daily functioning even in fluctuating and persistent headache episodes. TRIAL REGISTRATION clinical trials.gov registry (NCT02734992).
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Affiliation(s)
- Vasilis S Vasiliou
- Department of Applied Psychology, University College Cork, Cork, Ireland
| | | | - Yiolanda Christou
- Neurology Clinic B', The Cyprus Institute of Neurology and Genetics, Egkomi, Cyprus
| | - Savvas Papacostas
- Neurology Clinic B', The Cyprus Institute of Neurology and Genetics, Egkomi, Cyprus
| | - Maria Karekla
- Department of Psychology, ACTHealthy Laboratory, University of Cyprus, Nicosia, Cyprus
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23
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Ecija C, Catala P, Lopez-Gomez I, Bedmar D, Peñacoba C. What Does the Psychological Flexibility Model Contribute to the Relationship Between Depression and Disability in Chronic Pain? The Role of Cognitive Fusion and Pain Acceptance. Clin Nurs Res 2021; 31:217-229. [PMID: 34301154 DOI: 10.1177/10547738211034307] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
This study examines the mediator role of cognitive fusion between depressive symptoms, activity avoidance and excessive persistence at different levels of pain acceptance (moderator) among fibromyalgia patients (FM). Using a sample of 231 women, multiple and moderate mediation analyses were conducted with PROCESS. Results showed that depression was positively associated with activity avoidance and excessive persistence. Furthermore, cognitive fusion and pain acceptance were found to mediate the effect of depression in both patterns. Additionally, pain acceptance was found to play a contextual role in cognitive fusion, as a moderator, between depressive symptoms and maladaptive patterns. Specifically, FM patients with high acceptance levels and low levels of depression presented the strongest associations between depression and cognitive fusion. Techniques aimed at reducing cognitive fusion, could be especially beneficial to FM women with high pain acceptance.
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Affiliation(s)
- Carmen Ecija
- Rey Juan Carlos University, Alcorcón, Madrid, Spain
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24
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Lewis GN, Bean DJ. What Influences Outcomes From Inpatient Multidisciplinary Pain Management Programs?: A Systematic Review and Meta-analysis. Clin J Pain 2021; 37:504-523. [PMID: 33883414 DOI: 10.1097/ajp.0000000000000941] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2020] [Accepted: 03/18/2021] [Indexed: 11/26/2022]
Abstract
OBJECTIVES Although inpatient multidisciplinary pain management programs (PMPs) are effective for chronic pain, not all patients benefit equally and there is limited evidence regarding predictors of outcome. This meta-analysis aimed to identify patient or program characteristics associated with outcomes from inpatient PMPs, and to examine the time course of effects following discharge. MATERIALS AND METHODS Medline, EBSCO, and Scopus were searched to identify articles reporting outcomes from inpatient multidisciplinary PMPs. Information was extracted on study design, participant and program characteristics, and outcomes. Effect sizes were computed for pain, physical function, depression, anxiety, and mental health outcomes. Study-level predictors of outcome were investigated with moderator analyses and meta-regression. A risk of bias assessment and sensitivity analyses were conducted and the GRADE criteria for prognostic studies were applied to assess confidence in findings. RESULTS In all, 85 studies (111 cohorts; 15,255 participants) were included. Three quarters of studies demonstrated low risk of bias. Larger effect sizes (for at least 1 outcome measure) occurred in studies where participants had more severe pain (greater intensity/longer duration), participants with alcohol or drug problems were not excluded, samples comprised mixed pain conditions, and programs included a cognitive component and/or a passive therapy component. Effect sizes for pain and physical function were maintained at follow-up, but effect sizes for depression and anxiety declined over time. DISCUSSION Inpatient multidisciplinary PMPs may be well suited to patients with severe or long-lasting pain. Programs should adopt broad patient inclusion criteria, and outcomes were similar for programs based on cognitive-behavioral versus mindfulness/acceptance-based therapies.
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Affiliation(s)
- Gwyn N Lewis
- Health & Rehabilitation Research Institute, School of Clinical Sciences, Auckland University of Technology
| | - Debbie J Bean
- Health & Rehabilitation Research Institute, School of Clinical Sciences, Auckland University of Technology
- Chronic Pain Service, Department of Anaesthesiology & Perioperative Medicine, Waitemata District Health Board, Auckland, New Zealand
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Schultz MA, Walden RL, Cato K, Coviak CP, Cruz C, D'Agostino F, Douthit BJ, Forbes T, Gao G, Lee MA, Lekan D, Wieben A, Jeffery AD. Data Science Methods for Nursing-Relevant Patient Outcomes and Clinical Processes: The 2019 Literature Year in Review. Comput Inform Nurs 2021; 39:654-667. [PMID: 34747890 PMCID: PMC8578863 DOI: 10.1097/cin.0000000000000705] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
Data science continues to be recognized and used within healthcare due to the increased availability of large data sets and advanced analytics. It can be challenging for nurse leaders to remain apprised of this rapidly changing landscape. In this article, we describe our findings from a scoping literature review of papers published in 2019 that use data science to explore, explain, and/or predict 15 phenomena of interest to nurses. Fourteen of the 15 phenomena were associated with at least one paper published in 2019. We identified the use of many contemporary data science methods (eg, natural language processing, neural networks) for many of the outcomes. We found many studies exploring Readmissions and Pressure Injuries. The topics of Artificial Intelligence/Machine Learning Acceptance, Burnout, Patient Safety, and Unit Culture were poorly represented. We hope that the studies described in this article help readers: (1) understand the breadth and depth of data science's ability to improve clinical processes and patient outcomes that are relevant to nurses and (2) identify gaps in the literature that are in need of exploration.
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Affiliation(s)
- Mary Anne Schultz
- Author Affiliations: California State University (Dr Schultz); Annette and Irwin Eskind Family Biomedical Library, Vanderbilt University (Ms Walden); Department of Emergency Medicine, Columbia University School of Nursing (Dr Cato); Grand Valley State University (Dr Coviak); Global Health Technology & Informatics, Chevron, San Ramon, CA (Mr Cruz); Saint Camillus International University of Health Sciences, Rome, Italy (Dr D'Agostino); Duke University School of Nursing (Mr Douthit); East Carolina University College of Nursing (Dr Forbes); St Catherine University Department of Nursing (Dr Gao); Texas Woman's University College of Nursing (Dr Lee); Assistant Professor, University of North Carolina at Greensboro School of Nursing (Dr Lekan); University of Wisconsin School of Nursing (Ms Wieben); and Vanderbilt University School of Nursing, and Tennessee Valley Healthcare System, US Department of Veterans Affairs (Dr Jeffery)
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Majeed R, Faust I, Hüppe M, Hermann C. [Measurement of pain-related experiential avoidance: analysis of the Acceptance and Action Questionnaire-II-Pain in patients with chronic pain]. Schmerz 2021; 35:401-411. [PMID: 33580414 PMCID: PMC8613114 DOI: 10.1007/s00482-021-00537-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2019] [Revised: 05/05/2020] [Accepted: 12/28/2020] [Indexed: 01/14/2023]
Abstract
Einleitung und Fragestellung Erlebensvermeidung („experiential avoidance“) stellt einen zentralen störungsrelevanten Prozess im Rahmen der Akzeptanz- und Commitment-Therapie (ACT) dar. Zur Erfassung wurde der Acceptance and Action Questionnaire II (AAQ-II) entwickelt und in den Niederlanden für eine Patientengruppe mit chronischem Schmerz adaptiert und validiert (AAQ-II‑P). Hohe Werte im AAQ-II‑P bedeuten hohe schmerzbezogene Erlebensvermeidung. Ziel unserer Untersuchung ist die Erfassung von schmerzbezogener Erlebensvermeidung mit einer deutschen Version des AAQ-II‑P bei chronischen Schmerzpatienten und die Prüfung psychometrischer Merkmale des Messverfahrens. Methodik Der AAQ-II wurde mittels eines Vorwärts-Rückwärts-Verfahrens ins Deutsche übersetzt, für chronischen Schmerz adaptiert (AAQ-II‑P) und von 168 Patienten einer universitären Schmerzambulanz beantwortet. Zusätzlich wurden Daten zu schmerzbedingter Beeinträchtigung (CPG: Schweregrad nach von Korff) und Schmerzkatastrophisieren (PCS) erhoben sowie zu gesundheitsbezogener Lebensqualität (SF-12), Angst und Depressivität (HADS-D). Ebenfalls erfasst wurden allgemeine Persönlichkeitsmerkmale (BFI‑K) und habituelle Achtsamkeit (KIMS-S). Ausgewertet wurden Reliabilität und faktorielle Validität des AAQ-II‑P sowie seine Beziehung zu den anderen psychometrischen Verfahren. Ergebnisse Der AAQ-II‑P erzielte eine hohe interne Konsistenz mit α = 0,89 sowie eine eindimensionale Faktorenstruktur mit 61 % aufgeklärter Varianz. Geringe Korrelationen ergaben sich zu Persönlichkeitsdimensionen (maximal r = 0,44 zu Neurotizismus) und Achtsamkeit (maximal r = −0,43 zu Akzeptanz). Ein hoher Zusammenhang fand sich zu Schmerzkatastrophisieren (r = 0,75), Depression (r = 0,73) und Angst (r = 0,66). Die Beziehung zu Lebensqualität war am stärksten ausgeprägt auf der Psychischen Summenskala (r = −0,58). Diskussion und Schlussfolgerung Die deutsche Version des AAQ-II‑P hat eine gute Reliabilität und weist hinsichtlich Zuverlässigkeit und Faktorenstruktur hohe Vergleichbarkeit mit der Originalversion auf. Die Beziehungen zu den Skalen der psychometrischen Verfahren sind zumeist in erwarteter Richtung und Höhe. Patienten mit chronischem Schmerz und hoher schmerzbezogener Erlebensvermeidung tendieren deutlich zum Schmerzkatastrophisieren und zeichnen sich durch schlechtere psychische Lebensqualität aus. Dies spricht für die Relevanz des Konstrukts hinsichtlich therapeutischer Zielvariablen.
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Affiliation(s)
- Ronja Majeed
- Abteilung Klinische Psychologie und Psychotherapie, Justus-Liebig-Universität Gießen, Otto-Behaghel-Str. 10F, 35394, Gießen, Deutschland.
| | - Ira Faust
- Klinik für Anästhesiologie und Intensivmedizin, Universität zu Lübeck, Ratzeburger Allee 160, 23538, Lübeck, Deutschland
| | - Michael Hüppe
- Klinik für Anästhesiologie und Intensivmedizin, Universität zu Lübeck, Ratzeburger Allee 160, 23538, Lübeck, Deutschland
| | - Christiane Hermann
- Abteilung Klinische Psychologie und Psychotherapie, Justus-Liebig-Universität Gießen, Otto-Behaghel-Str. 10F, 35394, Gießen, Deutschland
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27
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Scott W, Badenoch J, Garcia Calderon Mendoza Del Solar M, Brown DA, Kemp H, McCracken LM, C de C Williams A, Rice ASC. Acceptability of psychologically-based pain management and online delivery for people living with HIV and chronic neuropathic pain: a qualitative study. Scand J Pain 2021; 21:296-307. [PMID: 33544549 DOI: 10.1515/sjpain-2020-0149] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2020] [Accepted: 12/02/2020] [Indexed: 11/15/2022]
Abstract
OBJECTIVES Chronic neuropathic pain is common in people living with HIV. Psychological treatments can improve quality of life for people with chronic pain in general, and online delivery can increase access to these treatments. However, the acceptability of psychological treatment and online delivery have not been investigated in-depth in people living with HIV and chronic neuropathic pain. Therefore, a qualitative study was undertaken to explore views about a psychological treatment for pain management in this population and to investigate the acceptability of online treatment delivery. METHODS Qualitative interviews were conducted and analysed using inductive thematic analysis, adopting a critical realist perspective. Twenty-six people living with HIV and chronic neuropathic pain completed semi-structured interviews. Their views about a psychological treatment for pain management and online delivery were explored in-depth. RESULTS Three themes and 12 subthemes were identified. Theme one represents a desire for a broader approach to pain management, including not wanting to take more pills and having multidimensional goals that were not just focussed on pain relief. Theme two includes barriers to online psychologically-based pain management, including concerns about using the Internet and confidentiality. Theme three describes treatment facilitators, including accessibility, therapist support, social connection, and experiencing success. CONCLUSIONS A psychological treatment for chronic neuropathic pain management appears acceptable for people living with HIV. Therapist-supported online delivery of cognitive-behavioural pain management may be acceptable for people living with HIV given appropriate development of the treatment to address identified barriers to engagement. These data can inform developments to enhance engagement in online psychologically-informed pain management in people living with HIV and more broadly in remote delivery of psychological treatments.
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Affiliation(s)
- Whitney Scott
- Health Psychology Section, Institute of Psychiatry, Psychology, and Neuroscience, King's College London, London, UK.,INPUT Pain Management Unit, Guy's and St Thomas' NHS Foundation Trust, London, UK
| | - James Badenoch
- Health Psychology Section, Institute of Psychiatry, Psychology, and Neuroscience, King's College London, London, UK
| | | | - Darren A Brown
- Therapies Department, Chelsea and Westminster Hospital NHS Foundation Trust, London, UK
| | - Harriet Kemp
- Department of Surgery & Cancer, Faculty of Medicine, Pain Research Group, Imperial College London, London, UK
| | | | - Amanda C de C Williams
- Research Department of Clinical, Educational, and Health Psychology, University College London, London, UK
| | - Andrew S C Rice
- Department of Surgery & Cancer, Faculty of Medicine, Pain Research Group, Imperial College London, London, UK
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Kioskli K, Scott W, Winkley K, Godfrey E, McCracken LM. Online Acceptance and Commitment Therapy for People with Painful Diabetic Neuropathy in the United Kingdom: A Single-Arm Feasibility Trial. PAIN MEDICINE (MALDEN, MASS.) 2020; 21:2777-2788. [PMID: 32358608 PMCID: PMC7685693 DOI: 10.1093/pm/pnaa110] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
OBJECTIVE This study aimed to assess the feasibility of online Acceptance and Commitment Therapy for painful diabetic neuropathy in the United Kingdom and to determine if a larger randomized controlled trial testing treatment efficacy is justified. METHODS Participants with painful diabetic neuropathy were recruited online and from hospital services. This was a single-arm study in which all participants received online Acceptance and Commitment Therapy. Participants completed questionnaires at baseline and three months post-treatment. Primary feasibility outcomes were recruitment, retention, and treatment completion rates. Secondary outcomes were pre- to post-treatment effects on pain outcomes and psychological flexibility. RESULTS Of 225 potentially eligible participants, 30 took part in this study. Regarding primary feasibility outcomes, the treatment completion and follow-up questionnaire completion rates were 40% and 100%, respectively. Generally, at baseline those who completed the treatment, compared with those who did not, had better daily functioning and higher psychological flexibility. With respect to secondary outcomes, results from the completers group showed clinically meaningful effects at post-treatment for 100% of participants for pain intensity and pain distress, 66.7% for depressive symptoms, 58.3% for functional impairment, 41.7% for cognitive fusion, 66.7% for committed action, 58.3% for self-as-context, and 41.7% for pain acceptance. CONCLUSIONS This preliminary trial suggests feasibility of recruitment and follow-up questionnaire completion rates, supporting planning for a larger randomized controlled trial. However, treatment completion rates did not achieve the prespecified feasibility target. Changes to the treatment content and delivery may enhance the feasibility of online Acceptance and Commitment Therapy for people with painful diabetic neuropathy on a larger scale.
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Affiliation(s)
- Kitty Kioskli
- Health Psychology Section, Psychology Department, Institute of Psychiatry Psychology and Neuroscience, King’s College London, London, UK
| | - Whitney Scott
- Health Psychology Section, Psychology Department, Institute of Psychiatry Psychology and Neuroscience, King’s College London, London, UK
- Guy’s and St Thomas’ NHS Foundation Trust, London, UK
| | - Kirsty Winkley
- King’s College London, Florence Nightingale Faculty of Nursing, Midwifery & Palliative Care, London, UK
| | - Emma Godfrey
- Health Psychology Section, Psychology Department, Institute of Psychiatry Psychology and Neuroscience, King’s College London, London, UK
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Åkerblom S, Perrin S, Rivano Fischer M, McCracken LM. Predictors and mediators of outcome in cognitive behavioral therapy for chronic pain: the contributions of psychological flexibility. J Behav Med 2020; 44:111-122. [PMID: 32642875 PMCID: PMC7846536 DOI: 10.1007/s10865-020-00168-9] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2019] [Accepted: 06/19/2020] [Indexed: 11/26/2022]
Abstract
There is now a consensus in the literature that future improvements in outcomes obtained from cognitive behavioral therapy (CBT) for chronic pain will require research to identify patient and treatment variables that help explain outcomes. The first aim of this study was to assess whether pre-treatment scores on measures of psychological (in)flexibility, acceptance, committed action, cognitive (de)fusion, and values-based action predict outcomes in a multidisciplinary, multicomponent, group-based CBT program for adults with chronic pain. The second aim was to assess whether change scores on these same measures mediate outcomes in the treatment program. Participants were 232 people attending treatment for chronic pain. Of the psychological flexibility measures, only pre-treatment scores on the psychological inflexibility scale predicted outcomes; higher scores on this measure were associated with worse outcomes. However, change scores on each of the psychological flexibility measures separately mediated outcomes. The efficacy of CBT for chronic pain may be improved with a greater focus on methods that increase psychological flexibility.
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Affiliation(s)
- Sophia Åkerblom
- Department of Pain Rehabilitation, Skåne University Hospital, Lund, Sweden
- Department of Psychology, Lund University, Lund, Sweden
| | - Sean Perrin
- Department of Psychology, Lund University, Lund, Sweden
| | - Marcelo Rivano Fischer
- Department of Pain Rehabilitation, Skåne University Hospital, Lund, Sweden
- Department of Health Sciences, Lund University, Lund, Sweden
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Individuals perspectives related to acceptance, values and mindfulness following participation in an acceptance-based pain management programme. JOURNAL OF CONTEXTUAL BEHAVIORAL SCIENCE 2020. [DOI: 10.1016/j.jcbs.2020.03.005] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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Day MA, Thorn BE, Ehde DM, Burns JW, Barnier A, Mattingley JB, Matthews N, Jensen MP. Moderators of Mindfulness Meditation, Cognitive Therapy, and Mindfulness-Based Cognitive Therapy for Chronic Low Back Pain: A Test of the Limit, Activate, and Enhance Model. THE JOURNAL OF PAIN 2020; 21:161-169. [DOI: 10.1016/j.jpain.2019.06.006] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/26/2018] [Revised: 06/11/2019] [Accepted: 06/19/2019] [Indexed: 10/26/2022]
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Probst T, Baumeister H, McCracken LM, Lin J. Baseline Psychological Inflexibility Moderates the Outcome Pain Interference in a Randomized Controlled Trial on Internet-based Acceptance and Commitment Therapy for Chronic Pain. J Clin Med 2018; 8:E24. [PMID: 30585216 PMCID: PMC6352262 DOI: 10.3390/jcm8010024] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2018] [Revised: 12/20/2018] [Accepted: 12/23/2018] [Indexed: 11/16/2022] Open
Abstract
This study re-investigated data of a randomized controlled trial on Internet-based Acceptance and Commitment Therapy for chronic pain (ACTonPain). Baseline psychological inflexibility was examined as a moderator of the outcome pain interference. In the ACTonPain trial, participants with chronic pain were randomized to one of three conditions: guided Internet-based ACT (n = 100), unguided Internet-based ACT (n = 101), and waitlist (n = 101). Moderation analyses were performed with the SPSS macro PROCESS. Pain interference according to the Multidimensional Pain Inventory (MPI) was the primary outcome in this trial, and the potential moderator psychological inflexibility was measured with the Acceptance and Action Questionnaire (AAQ-II). Psychological inflexibility at baseline moderated the outcome between guided Internet-based ACT and waitlist 9-weeks as well as 6-months after randomization. (both p < 0.05). Between unguided Internet-based ACT and waitlist, psychological inflexibility moderated the outcome 6-months after randomization (p < 0.05). Internet-based ACT was superior to waitlist for participants with less psychological inflexibility at baseline, but Internet-based ACT became increasingly comparable to waitlist at higher AAQ-II baseline values. Future research should investigate whether the results can be replicated in more individualized and tailored face-to-face settings.
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Affiliation(s)
- Thomas Probst
- Department for Psychotherapy and Biopsychosocial Health, Danube University Krems, 3500 Krems, Austria.
| | - Harald Baumeister
- Department of Clinical Psychology and Psychotherapy, Institute of Psychology, University of Ulm, 89069 Ulm, Germany.
| | - Lance M McCracken
- Psychology Department, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London WC2R 2LS, UK.
- INPUT Pain Management Guy's and St Thomas' NHS Foundation Trust London, London SE1 7EH, UK.
| | - Jiaxi Lin
- Department of Sports and Sport Science, University of Freiburg, 79098 Freiburg, Germany.
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Baseline Psychological Inflexibility Moderates the Outcome Pain Interference in a Randomized Controlled Trial on Internet-based Acceptance and Commitment Therapy for Chronic Pain. J Clin Med 2018. [PMID: 30585216 DOI: 10.3390/jcm8010024;] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
This study re-investigated data of a randomized controlled trial on Internet-based Acceptance and Commitment Therapy for chronic pain (ACTonPain). Baseline psychological inflexibility was examined as a moderator of the outcome pain interference. In the ACTonPain trial, participants with chronic pain were randomized to one of three conditions: guided Internet-based ACT (n = 100), unguided Internet-based ACT (n = 101), and waitlist (n = 101). Moderation analyses were performed with the SPSS macro PROCESS. Pain interference according to the Multidimensional Pain Inventory (MPI) was the primary outcome in this trial, and the potential moderator psychological inflexibility was measured with the Acceptance and Action Questionnaire (AAQ-II). Psychological inflexibility at baseline moderated the outcome between guided Internet-based ACT and waitlist 9-weeks as well as 6-months after randomization. (both p < 0.05). Between unguided Internet-based ACT and waitlist, psychological inflexibility moderated the outcome 6-months after randomization (p < 0.05). Internet-based ACT was superior to waitlist for participants with less psychological inflexibility at baseline, but Internet-based ACT became increasingly comparable to waitlist at higher AAQ-II baseline values. Future research should investigate whether the results can be replicated in more individualized and tailored face-to-face settings.
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