Personalising Psychotherapy for Chronic Primary Pain Using Network Analysis
Personalising Cognitive Behaviour Therapy for Chronic Primary Pain Using Network Analysis - A Single Case Experimental Design Study With Multiple Baselines
1 other identifier
interventional
12
1 country
1
Brief Summary
The goal of this single case experimental design study with multiple baselines is to use network analysis to personalise cognitive behaviour therapy for chronic primary pain (CPP) and base the selection of individual treatment targets and interventions on data to avoid cognitive biases of the clinicians. The main questions it aims to answer are:
- Is the study procedure accepted by and feasible for CPP patients as well as their therapists?
- Does the personalised psychotherapy with databased clinical decisionmaking lead to significant improvement? Participants will go through several study phases:
- Pretest and informational meeting with study management
- Baseline 1: answering a questionnaire six times a day for 21 days in daily life on their mobilephone (EMA); this data will be used for the calculation of a network for each participant, that in turn will be used to select the treatment target and according treatment intervention as suggested by an algorithmic decisiontool
- Probatory therapy phase: three weekly sessions with therapist; questionnaire three times a week
- Baseline 2: questionnaire three times a week
- Therapy phase: up to ten sessions with therapist; questionnaire three times a week
- Post phase: posttest, two weeks of three weekly assessments, then another 21 days EMA; two monthly booster sessions with therapist
- Follow-up: posttest and meeting with study management
Trial Health
Trial Health Score
Automated assessment based on enrollment pace, timeline, and geographic reach
participants targeted
Target at below P25 for not_applicable
Started Nov 2023
1 active site
Health score is calculated from publicly available data and should be used for screening purposes only.
Trial Relationships
Click on a node to explore related trials.
Study Timeline
Key milestones and dates
Study Start
First participant enrolled
November 17, 2023
CompletedFirst Submitted
Initial submission to the registry
December 1, 2023
CompletedFirst Posted
Study publicly available on registry
December 22, 2023
CompletedPrimary Completion
Last participant's last visit for primary outcome
August 8, 2025
CompletedStudy Completion
Last participant's last visit for all outcomes
August 8, 2025
CompletedDecember 22, 2025
December 1, 2025
1.7 years
December 1, 2023
December 15, 2025
Conditions
Keywords
Outcome Measures
Primary Outcomes (3)
Ecological Momentary Assessment questionnaire
Throughout the whole study, the same questionnaire developed and in-evaluation for the use in Ecological Momentary Assessment will be applied. It assesses several therapy-relevant pain processes derived from common psychological models of chronic pain: catastrophising, avoidance, depression (Fear-Avoidance model, Avoidance-Endurance model); thought supression, task persistence, positive affect (Avoidance-Endurance model); acceptance, values (Psychological Flexibility); expectations (Predictive Coding); pain instenisty, pain-related disability (Pain Experience); pain self-efficacy, sleep disturbance, self-compassion. The individual primary outcome will be the most relevant process for each participant according to the network from the first baseline.
pre-intervention (two baselines), during intervention (on average 10 weeks + 3 weeks probatory phase), directly after intervention (2 weeks + 21 days)
Pain Disability Index (PDI)
The Pain Disability Index assesses the daily disability caused by pain in seven areas: family/domestic duties, recovery, social activities, work, sexuality, self-care, and life-sustaining activities. It has shown to be a valid instrument, displaying moderate test-retest reliability.
Pre-intervention, Post-intervention (directly after intervention), Follow-up (on average three months after intervention)
Quebec Back Pain Disability Scale (QBPDS)
The Quebec Back Pain Disability Scale will be adapted for chronic pain in general in this study. It assesses disability caused by pain in 20 activities relevant to everyday life. It displays sufficient validity and reliability.
Pre-intervention, Post-intervention (directly after intervention), Follow-up (on average three months after intervention)
Secondary Outcomes (6)
Pain Intensity
Pre-intervention, Post-intervention (directly after intervention), Follow-up (on average three months after intervention)
Short-Form McGill Pain Questionnaire (SF-MPQ)
Pre-intervention, Post-intervention (directly after intervention), Follow-up (on average three months after intervention)
German Pain Solutions Questionnaire (PaSol)
Pre-intervention, Post-intervention (directly after intervention), Follow-up (on average three months after intervention)
Patient Global Impression of Change (PGIC)
Pre-intervention, Post-intervention (directly after intervention), Follow-up (on average three months after intervention)
Pain Self-Efficacy Questionnaire
Pre-intervention, Post-intervention (directly after intervention), Follow-up (on average three months after intervention)
- +1 more secondary outcomes
Study Arms (10)
Exposure in vivo
EXPERIMENTALThe goal of the exposure in vivo treatment module is the correction of irrational, fearful beliefs regarding movements, a reduction of avoidance behaviours and hence a facilitation of activity levels. This will be done by carrying out feared, avoided movements and seeking out avoided situations and places. Exemplary units are the development of a movement hierarchy and protocols for exposure exercises.
Relaxation
EXPERIMENTALGoal of the relaxation treatment module is the reduction of stress and tension, which will be achieved applying relaxation techniques such as Progressive Muscle Relaxation (PMR), breathing techniques, and imaginary methods.
Activity and Rest
EXPERIMENTALThe treatment module activity and rest is based on pacing and pursues the goal to balance active and resting phases. For overly active patients, the module will consist of implementing breaks and resting phases, while for overly resting patients the module will consist of graduated activity build-up. Acitivity protocols, plans, and exercises will be used.
Cognitive Coping with Pain
EXPERIMENTALGoal of the treatment module cognitive coping with pain is the reduction of rigid, dysfunctional thought patterns by flexibilising them and implement functional thought patterns instead. It includes classical methods such as cognitive restructuring as well as meta-cognitive or defusion techniques.
Attention Control
EXPERIMENTALThe goal of the treatment module attention control is to enable patients to willingly draw their attention towards other entities as their pain or perceive their pain in a non-judgmental way, thus improve their coping strategies and enhance functioning levels. Exemplary units are the anti-pain diary or the distraction alphabet.
Activating Resources
EXPERIMENTALThe goal of the activating resources module is relief and a balance between unpleasant perceptions as pain and pleasent experiences. This will be achieved by reactivating lost resources and implementing new ones, e.g. social networks or hobbies. Exemplary units are the positive diary or focusing on healthy bodyparts.
Acceptance
EXPERIMENTALGoal of the acceptance module is the flexibilisation of thought patterns by regaining mental resources through givign up inner resistance against the pain. Patients will be supported in developing an accepting attitude towards their suffering using working units like the monster by the wayside or concluding a peace treaty with oneself.
Values and Values-based Action
EXPERIMENTALGoal of the treatment module values and values-based action is enhancing satisfaction with life and regaining action control. Patients will learn about their personal values and how they can align their actions with them. Exemplary units are sorting values, a value diary, or looking back on one's life.
Sleep
EXPERIMENTALGoal of the treatment module sleep is enhancing the subjective sleep quality and increase the feeling of recovery. Patients will learn about sleep hygiene, stimulus control, and imaginary techniques such as the inner feel-good place.
Selfcompassion
EXPERIMENTALGoal of the selfcompassion treatment module is the development of a benevolent, loving, and kind attitude towards oneself and one's suffering in order to enhance wellbeing and feelings of self-worth. Exemplary units are the selfcompassion break, writing a letter to oneself, or changing perspective.
Interventions
All treatment modules are based on evaluated treatment manuals and contain methods from Cognitive Behaviour Therapy including methods from the third wave like Acceptance and Commitment Therapy or Mindful Selfcompassion.
Eligibility Criteria
You may qualify if:
- main diagnosis of chronic pain (i.e. pain persists for at least 6 months and is the most prominent/most burdensome symptom)
- subjective impairment/disability (yes-no)
- access to a smartphone compatible with the app mPath
You may not qualify if:
- acute hazard due to suicidality, substance abuse, and/or psychosis
- only migraine/headache or migraine/headache are the focus of pain
- analphabetism
- insufficient German knowledge
- current psychotherapy
- current participation in another intervention study
- physical inability to take part in therapy and study sessions
Contact the study team to confirm eligibility.
Sponsors & Collaborators
Study Sites (1)
RPTU Kaiserslautern-Landau, Klinische Psychologie und Psychotherapie des Erwachsenenalters
Landau, Germany
Related Publications (30)
Akerblom 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. 2021 Feb;44(1):111-122. doi: 10.1007/s10865-020-00168-9. Epub 2020 Jul 8.
PMID: 32642875BACKGROUNDWilliams ACC, Fisher E, Hearn L, Eccleston C. Psychological therapies for the management of chronic pain (excluding headache) in adults. Cochrane Database Syst Rev. 2020 Aug 12;8(8):CD007407. doi: 10.1002/14651858.CD007407.pub4.
PMID: 32794606BACKGROUNDWright AGC, Woods WC. Personalized Models of Psychopathology. Annu Rev Clin Psychol. 2020 May 7;16:49-74. doi: 10.1146/annurev-clinpsy-102419-125032. Epub 2020 Feb 18.
PMID: 32070120BACKGROUNDVlaeyen JWS, Crombez G. Behavioral Conceptualization and Treatment of Chronic Pain. Annu Rev Clin Psychol. 2020 May 7;16:187-212. doi: 10.1146/annurev-clinpsy-050718-095744. Epub 2019 Dec 10.
PMID: 31821023BACKGROUNDWideman TH, Finan PH, Edwards RR, Quartana PJ, Buenaver LF, Haythornthwaite JA, Smith MT. Increased sensitivity to physical activity among individuals with knee osteoarthritis: relation to pain outcomes, psychological factors, and responses to quantitative sensory testing. Pain. 2014 Apr;155(4):703-711. doi: 10.1016/j.pain.2013.12.028. Epub 2013 Dec 28.
PMID: 24378879BACKGROUNDBeeckman M, Simons LE, Hughes S, Loeys T, Goubert L. A Network Analysis of Potential Antecedents and Consequences of Pain-Related Activity Avoidance and Activity Engagement in Adolescents. Pain Med. 2020 Feb 1;21(2):e89-e101. doi: 10.1093/pm/pnz211.
PMID: 31498397BACKGROUNDLiew BXW, Ford JJ, Briganti G, Hahne AJ. Understanding how individualised physiotherapy or advice altered different elements of disability for people with low back pain using network analysis. PLoS One. 2022 Feb 10;17(2):e0263574. doi: 10.1371/journal.pone.0263574. eCollection 2022.
PMID: 35143552BACKGROUNDThompson EL, Broadbent J, Fuller-Tyszkiewicz M, Bertino MD, Staiger PK. A Network Analysis of the Links Between Chronic Pain Symptoms and Affective Disorder Symptoms. Int J Behav Med. 2019 Feb;26(1):59-68. doi: 10.1007/s12529-018-9754-8.
PMID: 30377989BACKGROUNDBorsboom D. A network theory of mental disorders. World Psychiatry. 2017 Feb;16(1):5-13. doi: 10.1002/wps.20375.
PMID: 28127906BACKGROUNDCarlin MT, Costello MS. Statistical Decision-Making Accuracies for Some Overlap- and Distance-based Measures for Single-Case Experimental Designs. Perspect Behav Sci. 2021 Nov 22;45(1):187-207. doi: 10.1007/s40614-021-00317-8. eCollection 2022 Mar.
PMID: 35342864BACKGROUNDMorley, S. (2018). Single-case methods in clinical psychology A practical guide (C. M., & C. J. M., Eds.). Routledge.
BACKGROUNDMargraf, J., Cwik, J. C., Suppiger, A., & Schneider, S. (2017). Mini-DIPS Open Access. Diagnostisches Interview bei psychischen Störungen [Short-Form of the Diagnostic Interview for Mental Disorders. Open Access]. https://www.kli.psy.ruhr-uni-bochum.de/dips-interv/klipsy/download/Mini-DIPS%20Open%20Access.pdf
BACKGROUNDGuest, G., Bunce, A., & Johnson, L. (2006). How many interviews are enough?: An experiment with data saturation and variability. Field Methods, 18(1), 59-82. https://doi.org/10.1177/1525822X05279903
BACKGROUNDTurner-Bowker DM, Lamoureux RE, Stokes J, Litcher-Kelly L, Galipeau N, Yaworsky A, Solomon J, Shields AL. Informing a priori Sample Size Estimation in Qualitative Concept Elicitation Interview Studies for Clinical Outcome Assessment Instrument Development. Value Health. 2018 Jul;21(7):839-842. doi: 10.1016/j.jval.2017.11.014. Epub 2018 Mar 7.
PMID: 30005756BACKGROUNDAnderson KO, Dowds BN, Pelletz RE, Edwards TW, Peeters-Asdourian C. Development and initial validation of a scale to measure self-efficacy beliefs in patients with chronic pain. Pain. 1995 Oct;63(1):77-83. doi: 10.1016/0304-3959(95)00021-J.
PMID: 8577493BACKGROUNDNicholas MK. The pain self-efficacy questionnaire: Taking pain into account. Eur J Pain. 2007 Feb;11(2):153-63. doi: 10.1016/j.ejpain.2005.12.008. Epub 2006 Jan 30.
PMID: 16446108BACKGROUNDMangels, M., Schwarz, S., Sohr, G., Holme, M., & Rief, W. (2009). Der Fragebogen zur Erfassung der schmerzspezifischen Selbstwirksamkeit (FESS): Eine Adaptation des Pain Self-Efficacy Questionnaire für den deutschen Sprachraum. Diagnostica, 55(2), 84-93. https://doi.org/10.1026/0012-1924.55.2.84
BACKGROUNDDworkin RH, Turk DC, Farrar JT, Haythornthwaite JA, Jensen MP, Katz NP, Kerns RD, Stucki G, Allen RR, Bellamy N, Carr DB, Chandler J, Cowan P, Dionne R, Galer BS, Hertz S, Jadad AR, Kramer LD, Manning DC, Martin S, McCormick CG, McDermott MP, McGrath P, Quessy S, Rappaport BA, Robbins W, Robinson JP, Rothman M, Royal MA, Simon L, Stauffer JW, Stein W, Tollett J, Wernicke J, Witter J; IMMPACT. Core outcome measures for chronic pain clinical trials: IMMPACT recommendations. Pain. 2005 Jan;113(1-2):9-19. doi: 10.1016/j.pain.2004.09.012. No abstract available.
PMID: 15621359BACKGROUNDTait RC, Chibnall JT, Krause S. The Pain Disability Index: psychometric properties. Pain. 1990 Feb;40(2):171-182. doi: 10.1016/0304-3959(90)90068-O.
PMID: 2308763BACKGROUNDMewes R, Rief W, Stenzel N, Glaesmer H, Martin A, Brahler E. What is "normal" disability? An investigation of disability in the general population. Pain. 2009 Mar;142(1-2):36-41. doi: 10.1016/j.pain.2008.11.007. Epub 2009 Jan 14.
PMID: 19147292BACKGROUNDMelzack R. The short-form McGill Pain Questionnaire. Pain. 1987 Aug;30(2):191-197. doi: 10.1016/0304-3959(87)91074-8.
PMID: 3670870BACKGROUNDSpeksnijder CM, Koppenaal T, Knottnerus JA, Spigt M, Staal JB, Terwee CB. Measurement Properties of the Quebec Back Pain Disability Scale in Patients With Nonspecific Low Back Pain: Systematic Review. Phys Ther. 2016 Nov;96(11):1816-1831. doi: 10.2522/ptj.20140478. Epub 2016 May 26.
PMID: 27231271BACKGROUNDSielski R, Glombiewski JA, Rief W, Crombez G, Barke A. Cross-cultural adaptation of the German Pain Solutions Questionnaire: an instrument to measure assimilative and accommodative coping in response to chronic pain. J Pain Res. 2017 Jun 19;10:1437-1446. doi: 10.2147/JPR.S130016. eCollection 2017.
PMID: 28684921BACKGROUNDMcCracken, L. M. (2005). Contextual cognitive-behavioral therapy for chronic pain. IASP Press.
BACKGROUNDNicholas, M., Molloy, A., Tonkin, L., & Beeston, L. (2003). Practical and positive ways of adapting to chronic pain Manage your pain. Souvenir press.
BACKGROUNDKleinstäuber, M., Thomas, P., Witthöft, M., & Hiller, W. (2018). Kognitive Verhaltenstherapie bei medizinisch unerklärten Körperbeschwerden und somatoformen Störungen (2. Aufl.). Springer.
BACKGROUNDGermer CK, Neff KD. Self-compassion in clinical practice. J Clin Psychol. 2013 Aug;69(8):856-67. doi: 10.1002/jclp.22021. Epub 2013 Jun 17.
PMID: 23775511BACKGROUNDGermer, C. K., & Neff, K. D. (2019). Mindful Self-Compassion (MSC). In I. Itzvan (Ed.), The handbook of mindfulness-based programs: Every established intervention, from medicine to education (357-367). Routledge.
BACKGROUNDMain, C. J., Keefe, F. J., Jensen, M. P., Vlaeyen, J. W. S., & Vowles, K. E. (2015). Fordyce's Behavioral Methods for Chronic Pain And Illness Republished with Invited Commentaries. IASP Press.
BACKGROUNDHofmann VE, Glombiewski JA, Kininger F, Scholten S. How to personalise cognitive-behavioural therapy for chronic primary pain using network analysis: study protocol for a single-case experimental design with multiple baselines. BMJ Open. 2024 Dec 3;14(12):e089319. doi: 10.1136/bmjopen-2024-089319.
PMID: 39627123DERIVED
Related Links
MeSH Terms
Conditions
Interventions
Condition Hierarchy (Ancestors)
Intervention Hierarchy (Ancestors)
Study Design
- Study Type
- interventional
- Phase
- not applicable
- Allocation
- NON RANDOMIZED
- Masking
- NONE
- Purpose
- TREATMENT
- Intervention Model
- PARALLEL
- Sponsor Type
- OTHER
- Responsible Party
- SPONSOR INVESTIGATOR
- PI Title
- Clinical professor, Head of department clinical psychology and psychotherapy for adults
Study Record Dates
First Submitted
December 1, 2023
First Posted
December 22, 2023
Study Start
November 17, 2023
Primary Completion
August 8, 2025
Study Completion
August 8, 2025
Last Updated
December 22, 2025
Record last verified: 2025-12