The Effectiveness of Psychological Interventions for Rheumatoid Arthritis (RA): A Systematic Review and Meta-Analysis
Abstract
:1. Introduction
1.1. Rheumatoid Arthritis (RA)
1.2. Psychology of RA
1.3. Biopsychosocial Perspectives
1.4. Psychological Interventions
- (1)
- Patient education (PE). This intervention includes self-management training, coping skills training, modular behavioral education, and patient education [2,27]. In applied PE, there is a wide variety of tools depending on the individual goals of a program; however, most commonly, the importance of lifestyle modifications is discussed during these interventions. Education techniques mostly involve probing behavioral techniques and goal setting, along with participants committing to a specific behavior change for themselves [2]. PE trials in RA have shown that successful interventions significantly impact compliance and health outcomes [28,29,30]. PE interventions prove successful when they affect behavior change (not just provide information or advice) [28] or provide psychological education (not just general education programs [28,31].
- (2)
- Stress management, relaxation, and basic psychotherapies (R). We treated relaxation and mindfulness-based interventions separately in our paper. The word relaxation originates from the Latin word release (relaxatum), thus narrowly the dissolution of a tense physical state; it means the relaxation of the muscles, which can be achieved with medicine and methods. Interventions in this group include relaxation techniques [32], counseling, supportive therapy, mindfulness [33], and self-regulation therapy [2]. Stress management programs mainly focus on stress-reducing effects, as these are psychological interventions aimed at modifying stress appraisal and decreasing the subjective perceptions of anxiety, which might alter autonomic arousal (e.g., decrease heart rate, breathe freely, and increase tonic vasodilation) and influence neuroendocrine activity [34]. Developing an adaptive coping method for the physiological response to a stressor could be particularly relevant in patients with immune-mediated diseases, such as RA [35].
- (3)
- Cognitive behavioral therapy (CBT). CBT is a short-term method with a wide range of tools; it is evidence-based, well-established, and one of the most widely acknowledged psychological treatments available [36,37]. It helps patients improve their problem solving skills; achieve behavioral changes; and further reveal the relationship between beliefs, thoughts, and feelings, as well as the behaviors that stem from these factors [38]. Thus, it is also very appropriate for long-term personality development [38,39,40,41].
- (4)
- (5)
- Hypnotherapy (HY). Hypnotherapy is the psychotherapeutic application of clinical hypnosis, during which patients are in an altered state of consciousness, resulting in stress reduction and diversion of attention [44]. Therefore, it is suitable for triggering a lasting psycho-neuro-immunological response in addition to acute analgesia with targeted suggestions [44,45]. Consequently, it is a valuable method in the treatment of RA. Unfortunately, despite this, the use of hypnotherapy is less widespread and less researched than other psychotherapies, and the number of adequately conducted RCTs is also inadequate.
- (6)
- Mindfulness (M): mindfulness interventions are psychological methods that originated from a Buddhist contemplative tradition. Mindfulness interventions can arouse inner concentration and improve self-regulation to alleviate patients’ psychological pressure, relieve pain response, and improve the quality of life [34]. Researchers have tried to apply mindfulness interventions to comprehensive treatment in various fields in recent years [16,34]. Mindfulness interventions have significant advantages as a relatively low-cost, non-invasive, and painless intervention without adverse reactions [46].
- (7)
- Group therapy (GT): Group treatments can be linked to several psychotherapies in RA [35]. Their advantage is the power of the group to help each other (community of destiny), the group dynamics, and the care of several patients simultaneously [47]. Their disadvantage is that the patient receives less individual attention, so the strength of the therapist-client relationship may need to be stronger.
1.5. Literature Review
1.6. Objective
- (1)
- Do psychological interventions (so-called psychotherapies), on average, affect the RA patient population?
- (2)
- Could these psychological treatments be harmful in the worst case?
- (3)
- What is the effect size of these interventions in the best possible cases?
- (4)
- Are there any more effective, specific interventions? Are there any significant differences in the efficiency of the psychotherapeutic methods?
2. Materials and Methods
2.1. Protocol
2.2. Study Eligibility Criteria
- (1)
- the study population included non-RA patients;
- (2)
- interventions were not psychological therapy;
- (3)
- necessary statistical data for meta-analysis were not provided;
- (4)
- the study design was not an RCT;
- (5)
- the written language was anything other than English;
- (6)
- the clinical trial was not published;
- (7)
- the entire test was not available;
- (8)
- a different publication of a study was already included.
2.3. Information Sources
2.4. Search Strategy
2.5. Study Selection
2.6. Data Extraction and Data Synthesis
- Mean (M);
- Standard deviation (SD);
- Standard error (SE);
- Confidence intervals (CI)s;
- Standard error measurement (SEM).
- CBT (cognitive behavioral therapy);
- ED (emotional disclosure);
- GT (group therapy);
- M (mindfulness);
- PE (patient education);
- R (relaxation).
2.7. Calculations and Analysis
3. Results
3.1. Study Characteristics
3.2. Risk of Bias
3.3. Effect of Intervention and Control Group
4. Discussion
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
- Prothero, L.; Barley, E.; Galloway, J.; Georgopoulou, S.; Sturt, J. The Evidence Base for Psychological Interventions for Rheumatoid Arthritis: A Systematic Review of Reviews. Int. J. Nurs. Stud. 2018, 82, 20–29. [Google Scholar] [CrossRef] [PubMed]
- Knittle, K.; Maes, S.; de Gucht, V. Psychological Interventions for Rheumatoid Arthritis: Examining the Role of Self-Regulation with a Systematic Review and Meta-Analysis of Randomized Controlled Trials. Arthritis Care Res. 2010, 62, 1460–1472. [Google Scholar] [CrossRef] [PubMed]
- Sturgeon, J.A.; Finan, P.H.; Zautra, J.A. Affective disturbance in rheumatoid arthritis: Psychological and disease-related pathways. Nat. Rev. Rheumatol. 2016, 12, 532–542. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Martin, N.H.; Ibrahim, F.; Tom, B.; Galloway, J.; Wailoo, A.; Tosh, J.; Lempp, H.; Prothero, L.; Georgopoulou, S.; Sturt, J.; et al. Does Intensive Management Improve Remission Rates in Patients with Intermediate Rheumatoid Arthritis? (The TITRATE Tri-al): Study Protocol for a Randomised Controlled Trial. Trials 2017, 18, 591. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Marcenarom, M.; Prete, C.; Badini, A.; Sulli, A.; Magi, E.; Cutolo, M. Rheumatoid arthritis, personality, stress response style, and coping with illness. A preliminary survey. Ann. N. Y. Acad. Sci. 1999, 876, 419–425. [Google Scholar] [CrossRef]
- Keefe, F.J.; Somers, T.J. Psychological approaches to understanding and treating arthritis pain. Nat. Rev. Rheumatol. 2010, 6, 210–216. [Google Scholar] [CrossRef]
- Covic, T.; Cumming, S.R.; Pallant, J.F.; Manolios, N.; Emery, P.; Conaghan, P.G.; Tennant, A. Depression and Anxiety in Patients with Rheumatoid Arthritis: Prevalence Rates Based on a Comparison of the Depression, Anxiety and Stress Scale (DASS) and the Hospital, Anxiety and Depression Scale (HADS). BMC Psychiatry 2012, 12, 6. [Google Scholar] [CrossRef] [Green Version]
- Matcham, F.; Galloway, J.; Hotopf, M.; Roberts, E.; Scott, I.C.; Steer, S.; Norton, S. The Impact of Targeted Rheumatoid Arthritis Pharmacologic Treatment on Mental Health: A Systematic Review and Network Meta-Analysis. Arthritis Rheumatol. 2018, 70, 1377–1391. [Google Scholar] [CrossRef] [Green Version]
- Majnik, J.; Császár-Nagy, N.; Böcskei, G.; Bender, T.; Nagy, G. Non-Pharmacological Treatment in Difficult-to-Treat Rheumatoid Arthritis. Front. Med. 2022, 9, 991677. [Google Scholar] [CrossRef]
- Jamshidi, A.-R.; Banihashemi, A.T.; Paragomi, P.; Hasanzadeh, M.; Barghamdi, M.; Ghoroghi, S. Anxiety and Depression in Rheumatoid Arthritis: An Epidemiologic Survey and Investigation of Clinical Correlates in Iranian Population. Rheumatol. Int. 2016, 36, 1119–1125. [Google Scholar] [CrossRef]
- Sharpe, L.; Sensky, T.; Allard, S. The course of depression in recent onset rheumatoid arthritis: The predictive role of disability, illness perceptions, pain and coping. J. Psychosom. Res. 2002, 51, 713–719. [Google Scholar] [CrossRef]
- Keefe, F.J.; Smith, S.J.; Buffington, A.L.H.; Gibson, J.; Studts, J.L.; Caldwell, D.S. Recent advances and future directions in the biopsychosocial assessment and treatment of arthritis. J. Consult. Clin. Psychol. 2002, 70, 640–655. [Google Scholar] [CrossRef]
- Stanos, S. Focused Review of Interdisciplinary Pain Rehabilitation Programs for Chronic Pain Management. Psychiatr. Manag. Pain 2012, 16, 147–152. [Google Scholar] [CrossRef]
- Banerjee, A.; Hendrick, P.; Bhattacharjee, P.; Blake, H. A Systematic Review of Outcome Measures Utilised to Assess Self-Management in Clinical Trials in Patients with Chronic Pain. Patient Educ. Couns. 2018, 101, 767–778. [Google Scholar] [CrossRef]
- Keefe, F.J.; Van Horn, Y. Cognitive-Behavioral Treatment of Rheumatoid Arthritis Pain: Maintaining Treatment Gains. Arthritis Care Res. 1993, 6, 213–222. [Google Scholar] [CrossRef]
- Bawa, F.L.; Mercer, S.W.; Atherton, R.J.; Clague, F.; Keen, A.; Scott, N.W.; Bond, C.M. Does Mindfulness Improve Outcomes in Patients with Chronic Pain? Systematic Review and Meta-Analysis. Br. J. Gen. Pract. 2015, 65, 387–400. [Google Scholar] [CrossRef] [Green Version]
- Carroll, D.; Seers, K. Relaxation for the Relief of Chronic Pain: A Systematic Review. J. Adv. Nurs. 1998, 27, 476–487. [Google Scholar] [CrossRef]
- Eccleston, C.; Fisher, E.; Craig, L.; Duggan, G.B.; Rosser, B.A.; Keogh, E. Psychological Therapies (Internet-Delivered) for the Management of Chronic Pain in Adults. Cochrane Database Syst. Rev. 2014, 2014, CD010152. [Google Scholar] [CrossRef]
- Mehta, S.; Peynenburg, V.A.; Hadjistavropoulos, H.D. Internet-Delivered Cognitive Behaviour Therapy for Chronic Health Conditions: A Systematic Review and Meta-Analysis. J. Behav. Med. 2019, 42, 169–187. [Google Scholar] [CrossRef] [Green Version]
- Williams, A.C.C.; Fisher, E.; Hearn, L.; Eccleston, C. Psychological Therapies for the Management of Chronic Pain (Excluding Headache) in Adults. Cochrane Database Syst. Rev. 2020, 8, CD007407. [Google Scholar] [CrossRef]
- Astin, J.A.; Beckner, W.; Soeken, K.; Hochberg, M.C.; Berman, B. Psychological Interventions for Rheumatoid Arthritis: A Meta-Analysis of Randomized Controlled Trials. Arthritis Care Res. 2002, 47, 291–302. [Google Scholar] [CrossRef] [PubMed]
- Cramp, F.; Hewlett, S.; Almeida, C.; Kirwan, J.R.; Choy, E.H.S.; Chalder, T.; Pollock, J.; Christensen, R. Non-pharmacological Interventions for Fatigue in Rheumatoid Arthritis. Cochrane Database Syst. Rev. 2013, 8, CD008322. [Google Scholar] [CrossRef] [PubMed]
- Dissanayake, R.K.; Bertouch, J.V. Psychosocial Interventions as Adjunct Therapy for Patients with Rheumatoid Arthritis: A Systematic Review. Int. J. Rheum. Dis. 2010, 13, 324–334. [Google Scholar] [CrossRef] [PubMed]
- Fiest, K.M.; Hitchon, C.A.; Bernstein, C.N.; Peschken, C.A.; Walker, J.R.; Graff, L.A.; Zarychanski, R.; Abou-Setta, A.; Patten, S.B.; Sareen, J.; et al. Systematic Review and Meta-Analysis of Interventions for Depression and Anxiety in Persons With Rheumatoid Arthritis. J. Clin. Rheumatol. 2017, 23, 425–434. [Google Scholar] [CrossRef]
- Felce, D.; Perry, J. Quality of Life: Its Definition and Measurement. Res. Dev. Disabil. 1995, 16, 51–74. [Google Scholar] [CrossRef]
- Roodenrijs, N.M.T.; Hamar, A.; Kedves, M.; Nagy, G.; van Laar, J.M.; van der Heijde, D.; Welsing, P.M.J. Pharmacological and Non-Pharmacological Therapeutic Strategies in Difficult-to-Treat Rheumatoid Arthritis: A Systematic Literature Review Informing the EULAR Recommendations for the Management of Difficult-to-Treat Rheumatoid Arthritis. RMD Open 2021, 7, e001512. [Google Scholar] [CrossRef]
- Masiero, S.; Boniolo, A.; Wassermann, L.; Machiedo, H.; Volante, D.; Punzi, L. Effects of an Educational–Behavioral Joint Protection Program on People with Moderate to Severe Rheumatoid Arthritis: A Randomized Controlled Trial. Clin. Rheumatol. 2007, 26, 2043–2050. [Google Scholar] [CrossRef]
- Riemsma, R.P.; Kirwan, J.R.; Taal, E.; Rasker, H.J.J. Patient Education for Adults with Rheumatoid Arthritis. Cochrane Database Syst. Rev. 2003, 2, CD003688. [Google Scholar] [CrossRef] [Green Version]
- Maisiak, R.; Austin, J.S.; West, S.G.; Heck, L. The Effect of Person-Centered Counseling on the Psychological Status of Persons with Systemic Lupus Erythematosus or Rheumatoid Arthritis: A Randomized, Controlled Trial. Arthritis Care Res. 1996, 9, 60–66. [Google Scholar] [CrossRef]
- Wu, Z.; Zhu, Y.; Wang, Y.; Zhou, R.; Ye, X.; Chen, Z.; Li, C.; Li, J.; Ye, Z.; Wang, Z.; et al. The Effects of Patient Education on Psychological Status and Clinical Outcomes in Rheumatoid Arthritis: A Systematic Review and Meta-Analysis. Front. Psychiatry 2022, 13, 848427. [Google Scholar] [CrossRef]
- Núñez, M.; Núñez, E.; Yoldi, C.; Quintó, L.; Hernández, M.V.; Muñoz-Gómez, J. Health-Related Quality of Life in Rheumatoid Arthritis: Therapeutic Education plus Pharmacological Treatment versus Pharmacological Treatment Only. Rheumatol. Int. 2006, 26, 752–757. [Google Scholar] [CrossRef]
- Kilic, N.; Parlar Kilic, S. The Effect of Progressive Muscle Relaxation on Sleep Quality and Fatigue in Patients with Rheumatoid Arthritis: A Randomized Controlled Trial. Int. J. Nurs. Pract. 2021, e13015. [Google Scholar] [CrossRef]
- Fogarty, F.A.; Booth, R.J.; Lee, A.C.; Dalbeth, N.; Consedine, N.S. Mindfulness-Based Stress Reduction with Individuals Who Have Rheumatoid Arthritis: Evaluating Depression and Anxiety as Mediators of Change in Disease Activity. Mindfulness 2019, 10, 1328–1338. [Google Scholar] [CrossRef]
- Savelkoul, M.; de Witte, L.; Post, M. Stimulating Active Coping in Patients with Rheumatic Diseases: A Systematic Review of Controlled Group Intervention Studies. Patient Educ. Couns. 2003, 50, 133–143. [Google Scholar] [CrossRef] [PubMed]
- Shen, B.; Li, Y.; Du, X.; Chen, H.; Xu, Y.; Li, H.; Xu, G.-Y. Effects of Cognitive Behavioral Therapy for Patients with Rheumatoid Arthritis: A Systematic Review and Meta-Analysis. Psychol. Health Med. 2020, 25, 1179–1191. [Google Scholar] [CrossRef]
- Terpstra, J.A.; Van Der Vaart, R.; Ding, H.J.; Kloppenburg, M.; Evers, A.W.M. Guided Internet-Based Cognitive-Behavioral Therapy for Patients with Rheumatic Conditions: A Systematic Review. Internet Interv. 2021, 26, 100444. [Google Scholar] [CrossRef]
- Appelbaum, K.A.; Blanchard, E.B.; Hickling, E.J.; Alfonso, M. Cognitive Behavioral Treatment of a Veteran Population with Moderate to Severe Rheumatoid Arthritis. Behav. Ther. 1988, 19, 489–502. [Google Scholar] [CrossRef]
- Ferwerda, M.; van Beugen, S.; van Middendorp, H.; van Koulil, S.; Donders, A.R.T.; Visser, H.; Taal, E.; Creemers, M.C.W.; van Riel, P.; Evers, A.W.M. A Tailored-Guided Internet-Based Cognitive-Behavioral Intervention for Patients with Rheumatoid Arthritis as an Adjunct to Standard Rheumatological Care: Results of a Randomized Controlled Trial. Pain 2017, 158, 868–878. [Google Scholar] [CrossRef]
- Kraaimaat, F.W.; Brons, M.R.; Geenen, R.; Bijlsma, J.W.J. The Effect of Cognitive Behavior Therapy in Patients with Rheumatoid Arthritis. Behav. Res. Ther. 1995, 33, 487–495. [Google Scholar] [CrossRef] [Green Version]
- Sharpe, L.; Sensky, T.; Timberlake, N.; Ryan, B.; Brewin, C.R.; Allard, S. A Blind, Randomized, Controlled Trial of Cognitive-Behavioural Intervention for Patients with Recent Onset Rheumatoid Arthritis: Preventing Psychological and Physical Morbidity. Pain 2001, 89, 275–283. [Google Scholar] [CrossRef]
- Keefe, F.J.; Anderson, T.; Lumley, M.; Caldwell, D.; Stainbrook, D.; McKee, D.; Waters, S.J.; Connelly, M.; Affleck, G.; Pope, M.S.; et al. A Randomized, Controlled Trial of Emotional Disclosure in Rheumatoid Arthritis: Can Clinician Assistance Enhance the Effects? Pain 2008, 137, 164–172. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Lumley, M.A.; Leisen, J.C.C.; Partridge, R.T.; Meyer, T.M.; Radcliffe, A.M.; Macklem, D.J.; Naoum, L.A.; Cohen, J.L.; Lasichak, L.M.; Lubetsky, M.R.; et al. Does Emotional Disclosure about Stress Improve Health in Rheumatoid Arthritis? Randomized, Controlled Trials of Written and Spoken Disclosure. Pain 2011, 152, 866–877. [Google Scholar] [CrossRef] [Green Version]
- Giacobbi, P.R., Jr.; Stabler, M.E.; Stewart, J.; Jaeschke, A.M.; Siebert, J.L.; Kelley, G.A. Guided Imagery for Arthritis and Other Rheumatic Diseases: A Systematic Review of Randomized Controlled Trials. Pain Manag. Nurs. 2015, 16, 792–803. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Gay, M.-C.; Philippot, P.; Luminet, O. Differential Effectiveness of Psychological Interventions for Reducing Osteoarthritis Pain: A Comparison of Erickson Hypnosis and Jacobson Relaxation. Eur. J. Pain 2002, 6, 1–16. [Google Scholar] [CrossRef]
- Brus, H.L.M.; Taal, E.; van de Laar, M.A.F.J.; Rasker, J.J.; Wiegman, O. Patient Education and Disease Activity: A Study among Rheumatoid Arthritis Patients. Arthritis Care and Research 1997, 10, 320–324. [Google Scholar] [CrossRef] [Green Version]
- Zhou, B.; Wang, G.; Hong, Y.; Xu, S.; Wang, J.; Yu, H.; Liu, Y.; Yu, L. Mindfulness Interventions for Rheumatoid Arthritis: A Systematic Review and Meta-Analysis. Complement Ther. Clin. Pract. 2020, 39, 101088. [Google Scholar] [CrossRef]
- Brach, M.; Sabariego, C.; Herschbach, P.; Berg, P.; Engst-Hastreiter, U.; Stucki, G. Cost-Effectiveness of Cognitive-Behavioral Group Therapy for Dysfunctional Fear of Progression in Chronic Arthritis Patients. J. Public Health 2010, 32, 547–554. [Google Scholar] [CrossRef] [Green Version]
- DiRenzo, D.; Finan, P. Self-Efficacy and the Role of Non-Pharmacologic Treatment Strategies to Improve Pain and Affect in Arthritis. Curr. Treat. Options Rheumatol. 2019, 5, 168–178. [Google Scholar] [CrossRef]
- Newman, S.; Steed, L.; Mulligan, K. Self-Management Interventions for Chronic Illness. Lancet 2004, 364, 1523–1537. [Google Scholar] [CrossRef]
- Bae, J.; Sung, H.-K.; Kwon, N.-Y.; Go, H.-Y.; Kim, T.; Shin, S.-M.; Lee, S. Cognitive Behavioral Therapy for Migraine Headache: A Systematic Review and Meta-Analysis. Medicina 2021, 58, 44. [Google Scholar] [CrossRef]
- Vlieland, V.T.P.M. Multidisciplinary team care and outcomes in rheumatoid arthritis. Curr. Opin. Rheumatol. 2004, 16, 53–156. [Google Scholar] [CrossRef]
- Moher, D. Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement. Ann. Intern. Med. 2009, 151, 264–269. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Higgins, J.P.T.; Thomas, J.; Chandler, J.; Cumpston, M.; Li, T.; Page, M.; Welch, V. Cochrane Handbook for Systematic Reviews of Interventions; Wiley-Blackwell: Chichester, UK, 2019. [Google Scholar]
- IBM Corp. SPSS Statistics for Windows (Version 27.0) [Computer Software]. 2020. Available online: https://www.ibm.com/spss (accessed on 30 November 2022).
- JASP Team. JASP (Version 0.16.4) [Computer Software]. 2022. Available online: https://jasp-stats.org/ (accessed on 1 December 2022).
- Sterne, J.A.C.; Savović, J.; Page, M.J.; Elbers, R.G.; Blencowe, N.S.; Boutron, I.; Cates, C.J.; Cheng, H.-Y.; Corbett, M.S.; Eldridge, S.M.; et al. RoB 2: A Revised Tool for Assessing Risk of Bias in Randomised Trials. BMJ 2019, 366, 14898. [Google Scholar] [CrossRef] [Green Version]
- Moos, R.H. Personality factors associated with rheumatoid arthritis: A review. J. Chronic Dis. 1964, 17, 41–55. [Google Scholar] [CrossRef]
- DiRenzo, D.; Crespo-Bosque, M.; Gould, N.; Finan, P.; Nanavati, J.; Bingham, C.O., 3rd. Systematic Review and Meta-Analysis: Mindfulness-Based Interventions for Rheumatoid Arthritis. Curr. Rheumatol. Rep. 2018, 20, 75. [Google Scholar] [CrossRef]
- Dixon, K.E.; Keefe, F.J.; Scipio, C.D.; Perri, L.M.; Abernethy, A.P. Psychological Interventions for Arthritis Pain Management in Adults: A Meta-Analysis. Health Psychol. 2007, 26, 241–250. [Google Scholar] [CrossRef]
- Kelley, J.E.; Lumley, M.A.; Leisen, J.C. Health Effects of Emotional Disclosure in Rheumatoid Arthritis Patients. Health Psychol. 1997, 16, 331–340. [Google Scholar] [CrossRef]
Minimum Effect Sizes | Mean Effect Sizes | Maximum Effect Sizes | |||||||
---|---|---|---|---|---|---|---|---|---|
Estimate (Hedges-g) | Z | p | Estimate (Hedges-g) | Z | p | Estimate (Hedges-g) | Z | p | |
All interventions | −0.047 | −0.335 | 0.738 | 0.399 | 2.61 | 0.009 | 0.856 | 4.223 | <0.001 |
CBT | −0.318 | −1.045 | 0.296 | −0.349 | −1.049 | 0.294 | −0.378 | −0.854 | 0.393 |
PE | 0.174 | 0.617 | 0.537 | 0.180 | 0.583 | 0.560 | 0.144 | 0.350 | 0.726 |
R | 0.239 | 0.559 | 0.576 | 0.466 | 0.952 | 0.341 | 0.835 | 1.357 | 0.175 |
M | 0.116 | 0.270 | 0.787 | −0.014 | −0.029 | 0.977 | −0.086 | −0.137 | 0.891 |
ET | −0.263 | −0.576 | 0.565 | −0.433 | −0.868 | 0.385 | −0.615 | −0.933 | 0.351 |
GT | −0.485 | −0.771 | 0.441 | −0.271 | −0.392 | 0.695 | −0.255 | −0.278 | 0.781 |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2023 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
Share and Cite
Nagy, Z.; Szigedi, E.; Takács, S.; Császár-Nagy, N. The Effectiveness of Psychological Interventions for Rheumatoid Arthritis (RA): A Systematic Review and Meta-Analysis. Life 2023, 13, 849. https://doi.org/10.3390/life13030849
Nagy Z, Szigedi E, Takács S, Császár-Nagy N. The Effectiveness of Psychological Interventions for Rheumatoid Arthritis (RA): A Systematic Review and Meta-Analysis. Life. 2023; 13(3):849. https://doi.org/10.3390/life13030849
Chicago/Turabian StyleNagy, Zsófia, Eszter Szigedi, Szabolcs Takács, and Noémi Császár-Nagy. 2023. "The Effectiveness of Psychological Interventions for Rheumatoid Arthritis (RA): A Systematic Review and Meta-Analysis" Life 13, no. 3: 849. https://doi.org/10.3390/life13030849
APA StyleNagy, Z., Szigedi, E., Takács, S., & Császár-Nagy, N. (2023). The Effectiveness of Psychological Interventions for Rheumatoid Arthritis (RA): A Systematic Review and Meta-Analysis. Life, 13(3), 849. https://doi.org/10.3390/life13030849