Skip to main content
Top
Published in: Arthritis Research & Therapy 1/2015

Open Access 01-12-2015 | Research article

Effects of exercise on depression in adults with arthritis: a systematic review with meta-analysis of randomized controlled trials

Authors: George A Kelley, Kristi S Kelley, Jennifer M Hootman

Published in: Arthritis Research & Therapy | Issue 1/2015

Login to get access

Abstract

Introduction

Previous randomized controlled trials have led to conflicting findings regarding the effects of exercise on depressive symptoms in adults with arthritis and other rheumatic conditions (AORC). The purpose of this study was to use the meta-analytic approach to resolve these discrepancies.

Methods

The inclusion criteria were: (1) randomized controlled trials, (2) exercise (aerobic, strength training, or both) ≥4 weeks, (3) comparative control group, (4) adults with osteoarthritis, rheumatoid arthritis, fibromyalgia or systemic lupus erythematosus, (5) published studies in any language since January 1, 1981 and (6) depressive symptoms assessed. Studies were located by searching 10 electronic databases, cross-referencing, hand searching and expert review. Dual-selection of studies and data abstraction was performed. Hedge’s standardized mean difference effect size (g) was calculated for each result and pooled using random-effects models, an approach that accounts for heterogeneity. Non-overlapping 95% confidence intervals (CI) were considered statistically significant. Heterogeneity based on fixed-effect models was estimated using Q and I 2 with alpha values ≤0.10 for Q considered statistically significant.

Results

Of the 500 citations reviewed, 2,449 participants (1,470 exercise, 979 control) nested within 29 studies were included. Length of training, reported as mean ± standard deviation (±SD) was 19 ± 16 weeks, frequency 4 ± 2 times per week and duration 34 ± 17 minutes per session. Overall, statistically significant exercise minus control group reductions were found for depressive symptoms (g = −0.42, 95% CI, −0.58, −0.26, Q = 126.9, P <0.0001, I 2  = 73.2%). The number needed-to-treat was 7 (95% CI, 6 to 11) with an estimated 3.1 million (95% CI, 2.0 to 3.7) United States adults not currently meeting physical activity guidelines improving their depressive symptoms if they began and maintained a regular exercise program. Using Cohen’s U3 Index, the percentile reduction was 16.4% (95% CI, 10.4% to 21.9%). All studies were considered to be at high risk of bias with respect to blinding of participants and personnel to group assignment.

Conclusions

Exercise is associated with reductions in depressive symptoms among selected adults with AORC. A need exists for additional, well-designed and reported studies on this topic.
Appendix
Available only for authorised users
Literature
1.
go back to reference Barbour KE, Helmick CG, Theis KA, Murphy LB, Hootman JM, Brady TJ, et al. Prevalence of doctor-diagnosed arthritis and arthritis-attributable activity limitation - United States, 2010–2012. Morb Mortal Wkly Rep. 2013;62:869–73. Barbour KE, Helmick CG, Theis KA, Murphy LB, Hootman JM, Brady TJ, et al. Prevalence of doctor-diagnosed arthritis and arthritis-attributable activity limitation - United States, 2010–2012. Morb Mortal Wkly Rep. 2013;62:869–73.
2.
go back to reference Hootman JM, Helmick CG. Projections of US prevalence of arthritis and associated activity limitations. Arthritis Rheum. 2006;54:226–9.PubMedCrossRef Hootman JM, Helmick CG. Projections of US prevalence of arthritis and associated activity limitations. Arthritis Rheum. 2006;54:226–9.PubMedCrossRef
3.
go back to reference Yelin E, Murphy L, Cisternas MG, Foreman AJ, Pasta DJ, Helmick CG. Medical care expenditures and earnings losses among persons with arthritis and other rheumatic conditions in 2003, and comparisons with 1997. Arthritis Rheum. 2007;56:1397–407.PubMedCentralPubMedCrossRef Yelin E, Murphy L, Cisternas MG, Foreman AJ, Pasta DJ, Helmick CG. Medical care expenditures and earnings losses among persons with arthritis and other rheumatic conditions in 2003, and comparisons with 1997. Arthritis Rheum. 2007;56:1397–407.PubMedCentralPubMedCrossRef
4.
go back to reference Murphy LB, Sacks JJ, Brady TJ, Hootman JM, Chapman DP. Anxiety and depression among US adults with arthritis: prevalence and correlates. Arthritis Care Res. 2012;64:968–76. Murphy LB, Sacks JJ, Brady TJ, Hootman JM, Chapman DP. Anxiety and depression among US adults with arthritis: prevalence and correlates. Arthritis Care Res. 2012;64:968–76.
5.
go back to reference Shih M, Hootman JM, Kruger J, Helmick CG. Physical activity in men and women with arthritis National Health Interview Survey, 2002. Am J Prev Med. 2006;30:385–93.PubMedCrossRef Shih M, Hootman JM, Kruger J, Helmick CG. Physical activity in men and women with arthritis National Health Interview Survey, 2002. Am J Prev Med. 2006;30:385–93.PubMedCrossRef
6.
go back to reference Alentorn-Geli E, Padilla J, Moras G, Lazaro HC, Fernandez-Sola J. Six weeks of whole-body vibration exercise improves pain and fatigue in women with fibromyalgia. J Altern Complement Med. 2008;14:975–81.PubMedCrossRef Alentorn-Geli E, Padilla J, Moras G, Lazaro HC, Fernandez-Sola J. Six weeks of whole-body vibration exercise improves pain and fatigue in women with fibromyalgia. J Altern Complement Med. 2008;14:975–81.PubMedCrossRef
7.
go back to reference Buckelew SP, Conway R, Parker J, Deuser WE, Read J, Witty TE, et al. Biofeedback/relaxation training and exercise interventions for fibromyalgia: a prospective trial. Arthritis Rheum. 1998;11:196–209.CrossRef Buckelew SP, Conway R, Parker J, Deuser WE, Read J, Witty TE, et al. Biofeedback/relaxation training and exercise interventions for fibromyalgia: a prospective trial. Arthritis Rheum. 1998;11:196–209.CrossRef
8.
go back to reference Daltroy LH, Robb-Nicholson C, Iversen MD, Wright EA, Liang MH. Effectiveness of minimally supervised home aerobic training in patients with systemic rheumatic disease. Br J Rheumatol. 1995;34:1064–9.PubMedCrossRef Daltroy LH, Robb-Nicholson C, Iversen MD, Wright EA, Liang MH. Effectiveness of minimally supervised home aerobic training in patients with systemic rheumatic disease. Br J Rheumatol. 1995;34:1064–9.PubMedCrossRef
9.
go back to reference Etnier JL, Karper WB, Gapin JI, Barella LA, Chang YK, Murphy KJ. Exercise, fibromyalgia, and fibrofog: a pilot study. J Phys Act Health. 2009;6:239–46.PubMed Etnier JL, Karper WB, Gapin JI, Barella LA, Chang YK, Murphy KJ. Exercise, fibromyalgia, and fibrofog: a pilot study. J Phys Act Health. 2009;6:239–46.PubMed
10.
go back to reference Fontaine KR, Conn L, Clauw DJ. Effects of lifestyle physical activity on perceived symptoms and physical function in adults with fibromyalgia: results of a randomized trial. Arthritis Res Ther. 2010;12:R55.PubMedCentralPubMedCrossRef Fontaine KR, Conn L, Clauw DJ. Effects of lifestyle physical activity on perceived symptoms and physical function in adults with fibromyalgia: results of a randomized trial. Arthritis Res Ther. 2010;12:R55.PubMedCentralPubMedCrossRef
11.
go back to reference Fransen M, Nairn L, Winstanley J, Lam P, Edmonds J. Physical activity for osteoarthritis management: a randomized controlled clinical trial evaluating hydrotherapy or Tai Chi classes. Arthritis Rheum. 2007;57:407–14.PubMedCrossRef Fransen M, Nairn L, Winstanley J, Lam P, Edmonds J. Physical activity for osteoarthritis management: a randomized controlled clinical trial evaluating hydrotherapy or Tai Chi classes. Arthritis Rheum. 2007;57:407–14.PubMedCrossRef
12.
go back to reference Gowans SE. deHueck A, Voss S, Silaj A, Abbey SE, Reynolds WJ. Effect of a randomized, controlled trial of exercise on mood and physical function in individuals with fibromyalgia. Arthritis Rheum. 2001;45:519–29.PubMedCrossRef Gowans SE. deHueck A, Voss S, Silaj A, Abbey SE, Reynolds WJ. Effect of a randomized, controlled trial of exercise on mood and physical function in individuals with fibromyalgia. Arthritis Rheum. 2001;45:519–29.PubMedCrossRef
13.
go back to reference Haak T, Scott B. The effect of Qigong on fibromyalgia (FMS): a controlled randomized study. Disabil Rehabil. 2008;30:625–33.PubMedCrossRef Haak T, Scott B. The effect of Qigong on fibromyalgia (FMS): a controlled randomized study. Disabil Rehabil. 2008;30:625–33.PubMedCrossRef
14.
go back to reference Hakkinen A, Hakkinen K, Hannonen P, Alen M. Strength training induced adaptations in neuromuscular function of premenopausal women with fibromyalgia: comparison with healthy women. Ann Rheum Dis. 2001;60:21–6.PubMedCentralPubMedCrossRef Hakkinen A, Hakkinen K, Hannonen P, Alen M. Strength training induced adaptations in neuromuscular function of premenopausal women with fibromyalgia: comparison with healthy women. Ann Rheum Dis. 2001;60:21–6.PubMedCentralPubMedCrossRef
15.
go back to reference Ide MR, Laurindo IM, Rodrigues AL, Tanaka C. Effect of aquatic respiratory exercise-based program in patients with fibromyalgia. Int J Rhuem Dis. 2008;11:131–40.CrossRef Ide MR, Laurindo IM, Rodrigues AL, Tanaka C. Effect of aquatic respiratory exercise-based program in patients with fibromyalgia. Int J Rhuem Dis. 2008;11:131–40.CrossRef
16.
go back to reference Jones KD, Burckhardt CS, Deodhar AA, Perrin NA, Hanson GC, Bennett RM. A six-month randomized controlled trial of exercise and pyridostigmine in the treatment of fibromyalgia. Arthritis Rheum. 2008;58:612–22.PubMedCentralPubMedCrossRef Jones KD, Burckhardt CS, Deodhar AA, Perrin NA, Hanson GC, Bennett RM. A six-month randomized controlled trial of exercise and pyridostigmine in the treatment of fibromyalgia. Arthritis Rheum. 2008;58:612–22.PubMedCentralPubMedCrossRef
17.
go back to reference Komatireddy GR, Leitch RW, Cella K, Browning G, Minor M. Efficacy of low load resistive muscle training in patients with rheumatoid arthritis functional class II and III. J Rheumatol. 1997;24:1531–9.PubMed Komatireddy GR, Leitch RW, Cella K, Browning G, Minor M. Efficacy of low load resistive muscle training in patients with rheumatoid arthritis functional class II and III. J Rheumatol. 1997;24:1531–9.PubMed
18.
go back to reference Mannerkorpi K, Nyberg B, Ahlmen M, Ekdahl C. Pool exercise combined with an education program for patients with fibromyalgia syndrome. A prospective, randomized study. J Rheumatol. 2000;27:2473–81.PubMed Mannerkorpi K, Nyberg B, Ahlmen M, Ekdahl C. Pool exercise combined with an education program for patients with fibromyalgia syndrome. A prospective, randomized study. J Rheumatol. 2000;27:2473–81.PubMed
19.
go back to reference Minor MA, Hewett JE, Webel RR, Anderson SK, Kay DR. Efficacy of physical conditioning exercise in patients with rheumatoid arthritis and osteoarthritis. Arthritis Rheum. 1989;32:1396–405.PubMedCrossRef Minor MA, Hewett JE, Webel RR, Anderson SK, Kay DR. Efficacy of physical conditioning exercise in patients with rheumatoid arthritis and osteoarthritis. Arthritis Rheum. 1989;32:1396–405.PubMedCrossRef
20.
go back to reference Neuberger GB, Aaronson LS, Gajewski B, Embretson SE, Cagle PE, Loudon JK, et al. Predictors of exercise and effects of exercise on symptoms, function, aerobic fitness, and disease outcomes of rheumatoid arthritis. Arthritis Rheum. 2007;57:943–52.PubMedCrossRef Neuberger GB, Aaronson LS, Gajewski B, Embretson SE, Cagle PE, Loudon JK, et al. Predictors of exercise and effects of exercise on symptoms, function, aerobic fitness, and disease outcomes of rheumatoid arthritis. Arthritis Rheum. 2007;57:943–52.PubMedCrossRef
21.
go back to reference O’Reilly SC, Muir KR, Doherty M. Effectiveness of home exercise on pain and disability from osteoarthritis of the knee: a randomised controlled trial. Ann Rheum Dis. 1999;58:15–9.PubMedCentralPubMedCrossRef O’Reilly SC, Muir KR, Doherty M. Effectiveness of home exercise on pain and disability from osteoarthritis of the knee: a randomised controlled trial. Ann Rheum Dis. 1999;58:15–9.PubMedCentralPubMedCrossRef
22.
go back to reference Patrick DL, Ramsey SD, Spencer AC, Kinne S, Belza B, Topolski TD. Economic evaluation of aquatic exercise for persons with osteoarthritis. Med Care. 2001;39:413–24.PubMedCrossRef Patrick DL, Ramsey SD, Spencer AC, Kinne S, Belza B, Topolski TD. Economic evaluation of aquatic exercise for persons with osteoarthritis. Med Care. 2001;39:413–24.PubMedCrossRef
23.
go back to reference Penninx BW, Rejeski WJ, Pandya J, Miller ME, Di BM, Applegate WB, et al. Exercise and depressive symptoms: a comparison of aerobic and resistance exercise effects on emotional and physical function in older persons with high and low depressive symptomatology. J Gerontol B Psychol Sci Soc Sci. 2002;57:124–32.CrossRef Penninx BW, Rejeski WJ, Pandya J, Miller ME, Di BM, Applegate WB, et al. Exercise and depressive symptoms: a comparison of aerobic and resistance exercise effects on emotional and physical function in older persons with high and low depressive symptomatology. J Gerontol B Psychol Sci Soc Sci. 2002;57:124–32.CrossRef
24.
go back to reference Rooks DS, Gautam S, Romeling M, Cross ML, Stratigakis D, Evans B, et al. Group exercise, education, and combination self-management in women with fibromyalgia: a randomized trial. Arch Intern Med. 2007;167:2192–200.PubMedCrossRef Rooks DS, Gautam S, Romeling M, Cross ML, Stratigakis D, Evans B, et al. Group exercise, education, and combination self-management in women with fibromyalgia: a randomized trial. Arch Intern Med. 2007;167:2192–200.PubMedCrossRef
25.
go back to reference Sanudo B, Galiano D, Carrasco L, de Hoyo M, McVeigh JG. Effects of a prolonged exercise program on key health outcomes in women with fibromyalgia: a randomized controlled trial. J Rehabil Med. 2011;43:521–6.PubMedCrossRef Sanudo B, Galiano D, Carrasco L, de Hoyo M, McVeigh JG. Effects of a prolonged exercise program on key health outcomes in women with fibromyalgia: a randomized controlled trial. J Rehabil Med. 2011;43:521–6.PubMedCrossRef
26.
go back to reference Schachter CL, Busch AJ, Peloso PM, Sheppard MS. Effects of short versus long bouts of aerobic exercise in sedentary women with fibromyalgia: a randomized controlled trial. Phys Ther. 2003;83:340–58.PubMed Schachter CL, Busch AJ, Peloso PM, Sheppard MS. Effects of short versus long bouts of aerobic exercise in sedentary women with fibromyalgia: a randomized controlled trial. Phys Ther. 2003;83:340–58.PubMed
27.
go back to reference Sencan S, Ak S, Karan A, Muslumanoglu L, Ozcan E, Berker E. A study to compare the therapeutic efficacy of aerobic exercise and paroxetine in fibromyalgia syndrome. J Back Musculoskelet Rehabil. 2004;17:57–61. Sencan S, Ak S, Karan A, Muslumanoglu L, Ozcan E, Berker E. A study to compare the therapeutic efficacy of aerobic exercise and paroxetine in fibromyalgia syndrome. J Back Musculoskelet Rehabil. 2004;17:57–61.
28.
go back to reference Tomas-Carus P, Gusi N, Leal A, Garcia Y, Ortega-Alonso A. The fibromyalgia treatment with physical exercise in warm water reduces the impact of the disease on female patients’ physical and mental health. Rheumatol Clin. 2007;3:33–7. Tomas-Carus P, Gusi N, Leal A, Garcia Y, Ortega-Alonso A. The fibromyalgia treatment with physical exercise in warm water reduces the impact of the disease on female patients’ physical and mental health. Rheumatol Clin. 2007;3:33–7.
29.
go back to reference Tomas-Carus P, Gusi N, Hakkinen A, Hakkinen K, Leal A, Ortega-Alonso A. Eight months of physical training in warm water improves physical and mental health in women with fibromyalgia: a randomized controlled trial. J Rehabil Med. 2008;40:248–52.PubMedCrossRef Tomas-Carus P, Gusi N, Hakkinen A, Hakkinen K, Leal A, Ortega-Alonso A. Eight months of physical training in warm water improves physical and mental health in women with fibromyalgia: a randomized controlled trial. J Rehabil Med. 2008;40:248–52.PubMedCrossRef
30.
go back to reference Valim V, Oliveira L, Suda A, Silva L, de Assis M, Barros NT, et al. Aerobic fitness effects in fibromyalgia. J Rheumatol. 2003;30:1060–9.PubMed Valim V, Oliveira L, Suda A, Silva L, de Assis M, Barros NT, et al. Aerobic fitness effects in fibromyalgia. J Rheumatol. 2003;30:1060–9.PubMed
31.
go back to reference Valkeinen H, Alen M, Hannonen P, Hakkinen A, Airaksinen O, Hakkinen K. Changes in knee extension and flexion force, EMG and functional capacity during strength training in older females with fibromyalgia and healthy controls. Rheumatol. 2004;43:225–8.CrossRef Valkeinen H, Alen M, Hannonen P, Hakkinen A, Airaksinen O, Hakkinen K. Changes in knee extension and flexion force, EMG and functional capacity during strength training in older females with fibromyalgia and healthy controls. Rheumatol. 2004;43:225–8.CrossRef
32.
go back to reference Wang C, Schmid CH, Hibberd PL, Kalish R, Roubenoff R, Rones R, et al. Tai Chi is effective in treating knee osteoarthritis: a randomized controlled trial. Arthritis Rheum. 2009;61:1545–53.PubMedCentralPubMedCrossRef Wang C, Schmid CH, Hibberd PL, Kalish R, Roubenoff R, Rones R, et al. Tai Chi is effective in treating knee osteoarthritis: a randomized controlled trial. Arthritis Rheum. 2009;61:1545–53.PubMedCentralPubMedCrossRef
33.
34.
go back to reference Wigers SH, Stiles TC, Vogel PA. Effects of aerobic exercise versus stress management treatment in fibromyalgia. A 4.5 year prospective study. Scan J Rheumatol. 1996;25:77–86.CrossRef Wigers SH, Stiles TC, Vogel PA. Effects of aerobic exercise versus stress management treatment in fibromyalgia. A 4.5 year prospective study. Scan J Rheumatol. 1996;25:77–86.CrossRef
35.
go back to reference Hedges LV, Olkin I. Vote-counting methods in research synthesis. Psychol Bull. 1980;88:359–69.CrossRef Hedges LV, Olkin I. Vote-counting methods in research synthesis. Psychol Bull. 1980;88:359–69.CrossRef
36.
go back to reference Kelley GA, Kelley KS. Effects of exercise on depressive symptoms in adults with arthritis and other rheumatic disease: a systematic review of meta-analyses. BMC Musculoskelet Disord. 2014;15:121.PubMedCentralPubMedCrossRef Kelley GA, Kelley KS. Effects of exercise on depressive symptoms in adults with arthritis and other rheumatic disease: a systematic review of meta-analyses. BMC Musculoskelet Disord. 2014;15:121.PubMedCentralPubMedCrossRef
37.
go back to reference Busch AJ, Barber KA, Overend TJ, Peloso PM, Schachter CL. Exercise for treating fibromyalgia syndrome. Cochrane Database Syst Rev. 2007;4:CD003786.PubMed Busch AJ, Barber KA, Overend TJ, Peloso PM, Schachter CL. Exercise for treating fibromyalgia syndrome. Cochrane Database Syst Rev. 2007;4:CD003786.PubMed
38.
go back to reference Hauser W, Klose P, Langhorst J, Moradi B, Steinbach M, Schiltenwolf M, et al. Efficacy of different types of aerobic exercise in fibromyalgia syndrome: a systematic review and meta-analysis of randomised controlled trials. Arthritis Res Ther. 2010;12:R79.PubMedCentralPubMedCrossRef Hauser W, Klose P, Langhorst J, Moradi B, Steinbach M, Schiltenwolf M, et al. Efficacy of different types of aerobic exercise in fibromyalgia syndrome: a systematic review and meta-analysis of randomised controlled trials. Arthritis Res Ther. 2010;12:R79.PubMedCentralPubMedCrossRef
39.
go back to reference Herring MP, Puetz TW, O’Connor PJ, Dishman RK. Effect of exercise training on depressive symptoms among patients with a chronic illness: a systematic review and meta-analysis of randomized controlled trials. Arch Int Med. 2012;172:101–11.CrossRef Herring MP, Puetz TW, O’Connor PJ, Dishman RK. Effect of exercise training on depressive symptoms among patients with a chronic illness: a systematic review and meta-analysis of randomized controlled trials. Arch Int Med. 2012;172:101–11.CrossRef
40.
go back to reference Brady TJ, Jernick SL, Hootman JM, Sniezek JE. Public health interventions for arthritis: expanding the toolbox of evidence-based interventions. J Womens Health (Larchmt). 2009;18:1905–17.CrossRef Brady TJ, Jernick SL, Hootman JM, Sniezek JE. Public health interventions for arthritis: expanding the toolbox of evidence-based interventions. J Womens Health (Larchmt). 2009;18:1905–17.CrossRef
42.
go back to reference Sterne JA, Sutton AJ, Ioannidis JP, Terrin N, Jones DR, Lau J, et al. Recommendations for examining and interpreting funnel plot asymmetry in meta-analyses of randomised controlled trials. BMJ. 2011;343:d4002.PubMedCrossRef Sterne JA, Sutton AJ, Ioannidis JP, Terrin N, Jones DR, Lau J, et al. Recommendations for examining and interpreting funnel plot asymmetry in meta-analyses of randomised controlled trials. BMJ. 2011;343:d4002.PubMedCrossRef
43.
go back to reference van Driel ML, DeSutter A, DeMaeseneer J, Christiaens T. Searching for unpublished trials in Cochrane reviews may not be worth the effort. J Clin Epidemiol. 2009;62:838–44.PubMedCrossRef van Driel ML, DeSutter A, DeMaeseneer J, Christiaens T. Searching for unpublished trials in Cochrane reviews may not be worth the effort. J Clin Epidemiol. 2009;62:838–44.PubMedCrossRef
44.
go back to reference Waggoner CD, LeLieuvre RB. A method to increase compliance to exercise regimens in rheumatoid arthritis patients. J Behav Med. 1981;4:191–201.PubMedCrossRef Waggoner CD, LeLieuvre RB. A method to increase compliance to exercise regimens in rheumatoid arthritis patients. J Behav Med. 1981;4:191–201.PubMedCrossRef
45.
go back to reference Lee E, Dobbins M, DeCorby K, Mcrae L, Tirilis D, Husson H. An optimal search filter for retrieving systematic reviews and meta-analyses. BMC Med Res Methodol. 2012;12:51.PubMedCentralPubMedCrossRef Lee E, Dobbins M, DeCorby K, Mcrae L, Tirilis D, Husson H. An optimal search filter for retrieving systematic reviews and meta-analyses. BMC Med Res Methodol. 2012;12:51.PubMedCentralPubMedCrossRef
46.
go back to reference Reference Manager. (12.0.3). 2009. Philadelphia: Thompson ResearchSoft. Reference Manager. (12.0.3). 2009. Philadelphia: Thompson ResearchSoft.
47.
go back to reference Microsoft Excel. (2007). 2007. Redmond, WA: Microsoft Corporation. Microsoft Excel. (2007). 2007. Redmond, WA: Microsoft Corporation.
48.
go back to reference Cohen J. Weighted kappa: nominal scale agreement with provision for scaled disagreement or partial credit. Psychol Bull. 1968;70:213–20.PubMedCrossRef Cohen J. Weighted kappa: nominal scale agreement with provision for scaled disagreement or partial credit. Psychol Bull. 1968;70:213–20.PubMedCrossRef
49.
go back to reference Higgins JP, Altman DG, Gotzsche PC, Juni P, Moher D, Oxman AD, et al. The Cochrane Collaboration’s tool for assessing risk of bias in randomised trials. BMJ. 2011;343:d5928.PubMedCentralPubMedCrossRef Higgins JP, Altman DG, Gotzsche PC, Juni P, Moher D, Oxman AD, et al. The Cochrane Collaboration’s tool for assessing risk of bias in randomised trials. BMJ. 2011;343:d5928.PubMedCentralPubMedCrossRef
50.
go back to reference Ahn S, Becker BJ. Incorporating quality scores in meta-analysis. J Educ Behav Stat. 2011;36:555–85.CrossRef Ahn S, Becker BJ. Incorporating quality scores in meta-analysis. J Educ Behav Stat. 2011;36:555–85.CrossRef
51.
go back to reference Riley RD, Lambert PC, Staessen JA, Wang J, Gueyffier F, Thijs L, et al. Meta-analysis of continuous outcomes combining individual patient data and aggregate data. Stat Med. 2008;27:1870–93.PubMedCrossRef Riley RD, Lambert PC, Staessen JA, Wang J, Gueyffier F, Thijs L, et al. Meta-analysis of continuous outcomes combining individual patient data and aggregate data. Stat Med. 2008;27:1870–93.PubMedCrossRef
52.
go back to reference Follmann D, Elliot P, Suh I, Cutler J. Variance imputation for overviews of clinical trials with continuous response. J Clin Epidemiol. 1992;45:769–73.PubMedCrossRef Follmann D, Elliot P, Suh I, Cutler J. Variance imputation for overviews of clinical trials with continuous response. J Clin Epidemiol. 1992;45:769–73.PubMedCrossRef
53.
go back to reference Hedges LV, Olkin I. Statistical methods for meta-analysis. San Diego, CA: Academic Press; 1985. Hedges LV, Olkin I. Statistical methods for meta-analysis. San Diego, CA: Academic Press; 1985.
54.
55.
go back to reference Higgins JP, Green S. Cochrane Handbook for Systematic Reviews of Interventions Version 5.1.0 [updated March 2011]. 2011. The Cochrane Collaboration. Available from www.cochrane-handbook.org. Higgins JP, Green S. Cochrane Handbook for Systematic Reviews of Interventions Version 5.1.0 [updated March 2011]. 2011. The Cochrane Collaboration. Available from www.​cochrane-handbook.​org.
57.
go back to reference Cohen J. Statistical power analysis for the behavioral sciences. New York: Academic Press; 1988. Cohen J. Statistical power analysis for the behavioral sciences. New York: Academic Press; 1988.
58.
go back to reference Durlak JA. How to select, calculate, and interpret effect sizes. J Pediatr Psychol. 2009;34:917–28.PubMedCrossRef Durlak JA. How to select, calculate, and interpret effect sizes. J Pediatr Psychol. 2009;34:917–28.PubMedCrossRef
60.
go back to reference Higgins JP, Thompson SG, Spiegelhalter DJ. A re-evaluation of random-effects meta-analysis. J R Stat Soc Ser A. 2009;172:137–59.CrossRef Higgins JP, Thompson SG, Spiegelhalter DJ. A re-evaluation of random-effects meta-analysis. J R Stat Soc Ser A. 2009;172:137–59.CrossRef
61.
go back to reference Kelley GA, Kelley KS. Impact of progressive resistance training on lipids and lipoproteins in adults: another look at a meta-analysis using prediction intervals. Prev Med. 2009;49:473–5.PubMedCrossRef Kelley GA, Kelley KS. Impact of progressive resistance training on lipids and lipoproteins in adults: another look at a meta-analysis using prediction intervals. Prev Med. 2009;49:473–5.PubMedCrossRef
63.
go back to reference Lau J, Schmid CH, Chalmers TC. Cumulative meta-analysis of clinical trials builds evidence for exemplary medical care: The Potsdam International Consultation on Meta-Analysis. J Clin Epidemiol. 1995;48:45–57.PubMedCrossRef Lau J, Schmid CH, Chalmers TC. Cumulative meta-analysis of clinical trials builds evidence for exemplary medical care: The Potsdam International Consultation on Meta-Analysis. J Clin Epidemiol. 1995;48:45–57.PubMedCrossRef
64.
go back to reference Borenstein M, Hedges L, Higgins J, Rothstein H. Introduction to meta-analysis. West Sussex: John Wiley & Sons; 2009.CrossRef Borenstein M, Hedges L, Higgins J, Rothstein H. Introduction to meta-analysis. West Sussex: John Wiley & Sons; 2009.CrossRef
65.
go back to reference Nieman DC. Exercise testing and prescription: a health-related approach. Mayfield: Mountain View, CA; 1999. Nieman DC. Exercise testing and prescription: a health-related approach. Mayfield: Mountain View, CA; 1999.
66.
go back to reference Littell JH, Corcoran J, Pillai V. Systematic reviews and meta-analysis. New York: Oxford University Press; 2008.CrossRef Littell JH, Corcoran J, Pillai V. Systematic reviews and meta-analysis. New York: Oxford University Press; 2008.CrossRef
67.
go back to reference Biostat. Comprehensive meta-analysis. (2.2). Englewood, NJ: Biostat, Inc.; 2006. Biostat. Comprehensive meta-analysis. (2.2). Englewood, NJ: Biostat, Inc.; 2006.
68.
go back to reference Microsoft Corporation. Microsoft Excel. (2010). Redmond, WA;2010. Microsoft Corporation. Microsoft Excel. (2010). Redmond, WA;2010.
69.
go back to reference Statistical Services Center. SSC-Stat. (2.18). University of Reading, UK Statistical Services Center; 2007. Statistical Services Center. SSC-Stat. (2.18). University of Reading, UK Statistical Services Center; 2007.
71.
go back to reference Engels EA, Schmid CH, Terrin N, Olkin I, Lau J. Heterogeneity and statistical significance in meta-analysis: an empirical study of 125 meta-analyses. Stat Med. 2000;19:1707–28.PubMedCrossRef Engels EA, Schmid CH, Terrin N, Olkin I, Lau J. Heterogeneity and statistical significance in meta-analysis: an empirical study of 125 meta-analyses. Stat Med. 2000;19:1707–28.PubMedCrossRef
72.
go back to reference Glass GV, McGaw B, Smith ML. Meta-analysis in Social Research. Newbury Park, CA: Sage; 1981. Glass GV, McGaw B, Smith ML. Meta-analysis in Social Research. Newbury Park, CA: Sage; 1981.
73.
go back to reference Hauser W, Bernardy K, Uceyler N, Sommer C. Treatment of fibromyalgia syndrome with antidepressants: a meta-analysis. JAMA. 2009;301:198–209.PubMedCrossRef Hauser W, Bernardy K, Uceyler N, Sommer C. Treatment of fibromyalgia syndrome with antidepressants: a meta-analysis. JAMA. 2009;301:198–209.PubMedCrossRef
74.
go back to reference Katz MH. Multivariable analysis: a practical guide for clinicians. New York: Cambridge University Press; 2011.CrossRef Katz MH. Multivariable analysis: a practical guide for clinicians. New York: Cambridge University Press; 2011.CrossRef
75.
go back to reference Melanson EL, Keadle SK, Donnelly JE, Braun B, King NA. Resistance to exercise-induced weight loss: compensatory behavioral adaptations. Med Sci Sports Exerc. 2013;45:1600–9.PubMedCentralPubMedCrossRef Melanson EL, Keadle SK, Donnelly JE, Braun B, King NA. Resistance to exercise-induced weight loss: compensatory behavioral adaptations. Med Sci Sports Exerc. 2013;45:1600–9.PubMedCentralPubMedCrossRef
76.
go back to reference Kovalchik SA. Aggregate-data estimation of an individual patient data linear random effects meta-analysis with a patient covariate-treatment interaction term. Biostatistics. 2012;14:273–83.PubMedCentralPubMedCrossRef Kovalchik SA. Aggregate-data estimation of an individual patient data linear random effects meta-analysis with a patient covariate-treatment interaction term. Biostatistics. 2012;14:273–83.PubMedCentralPubMedCrossRef
77.
go back to reference Cooper H, Patall EA. The relative benefits of meta-analysis conducted with individual participant data versus aggregated data. Psychol Methods. 2009;14:165–76.PubMedCrossRef Cooper H, Patall EA. The relative benefits of meta-analysis conducted with individual participant data versus aggregated data. Psychol Methods. 2009;14:165–76.PubMedCrossRef
78.
go back to reference Steinberg KK, Smith SJ, Stroup DF, Olkin I, Lee NC, Williamson GD, et al. Comparison of effect size estimates from a meta-analysis of summary data from published studies and from a meta-analysis using individual patient data for ovarian cancer studies. Am J Epidemiol. 1997;145:917–25.PubMedCrossRef Steinberg KK, Smith SJ, Stroup DF, Olkin I, Lee NC, Williamson GD, et al. Comparison of effect size estimates from a meta-analysis of summary data from published studies and from a meta-analysis using individual patient data for ovarian cancer studies. Am J Epidemiol. 1997;145:917–25.PubMedCrossRef
79.
go back to reference Stewart LA, Parmar MK. Meta-analysis of the literature or of individual patient data: is there a difference? Lancet. 1993;341:418–22.PubMedCrossRef Stewart LA, Parmar MK. Meta-analysis of the literature or of individual patient data: is there a difference? Lancet. 1993;341:418–22.PubMedCrossRef
80.
go back to reference Jeng GT, Scott JR, Burmeister LF. A comparison of meta-analytic results using literature vs individual patient data. Paternal cell immunization for recurrent miscarriage. JAMA. 1995;274:830–6.PubMedCrossRef Jeng GT, Scott JR, Burmeister LF. A comparison of meta-analytic results using literature vs individual patient data. Paternal cell immunization for recurrent miscarriage. JAMA. 1995;274:830–6.PubMedCrossRef
81.
go back to reference Olkin I, Sampson A. Comparison of meta-analysis versus analysis of variance of individual patient data. Biometrics. 1998;54:317–22.PubMedCrossRef Olkin I, Sampson A. Comparison of meta-analysis versus analysis of variance of individual patient data. Biometrics. 1998;54:317–22.PubMedCrossRef
82.
go back to reference Mathew T, Nordstrom K. On the equivalence of meta-analysis using literature and using individual patient data. Biometrics. 1999;55:1221–3.PubMedCrossRef Mathew T, Nordstrom K. On the equivalence of meta-analysis using literature and using individual patient data. Biometrics. 1999;55:1221–3.PubMedCrossRef
83.
go back to reference Riley RD, Lambert PC, Abo-Zaid G. Meta-analysis of individual participant data: rationale, conduct, and reporting. BMJ. 2010;340:c221.PubMedCrossRef Riley RD, Lambert PC, Abo-Zaid G. Meta-analysis of individual participant data: rationale, conduct, and reporting. BMJ. 2010;340:c221.PubMedCrossRef
84.
go back to reference Cipriani A, Higgins JP, Geddes JR, Salanti G. Conceptual and technical challenges in network meta-analysis. Ann Int Med. 2013;159:130–7.PubMedCrossRef Cipriani A, Higgins JP, Geddes JR, Salanti G. Conceptual and technical challenges in network meta-analysis. Ann Int Med. 2013;159:130–7.PubMedCrossRef
85.
go back to reference Achana F, Hubbard S, Sutton A, Kendrick D, Cooper N. An exploration of synthesis methods in public health evaluations of interventions concludes that the use of modern statistical methods would be beneficial. J Clin Epidemiol. 2014;67:376–90.PubMedCrossRef Achana F, Hubbard S, Sutton A, Kendrick D, Cooper N. An exploration of synthesis methods in public health evaluations of interventions concludes that the use of modern statistical methods would be beneficial. J Clin Epidemiol. 2014;67:376–90.PubMedCrossRef
86.
go back to reference Centers for Disease Control and Prevention. Physical Activity for Arthritis Fact Sheet. Centers for Disease Control and Prevention; 2014. Centers for Disease Control and Prevention. Physical Activity for Arthritis Fact Sheet. Centers for Disease Control and Prevention; 2014.
87.
go back to reference Rothman KJ. No adjustments are needed for multiple comparisons. Epidemiol. 1990;1:43–6.CrossRef Rothman KJ. No adjustments are needed for multiple comparisons. Epidemiol. 1990;1:43–6.CrossRef
Metadata
Title
Effects of exercise on depression in adults with arthritis: a systematic review with meta-analysis of randomized controlled trials
Authors
George A Kelley
Kristi S Kelley
Jennifer M Hootman
Publication date
01-12-2015
Publisher
BioMed Central
Published in
Arthritis Research & Therapy / Issue 1/2015
Electronic ISSN: 1478-6362
DOI
https://doi.org/10.1186/s13075-015-0533-5

Other articles of this Issue 1/2015

Arthritis Research & Therapy 1/2015 Go to the issue
Live Webinar | 27-06-2024 | 18:00 (CEST)

Keynote webinar | Spotlight on medication adherence

Live: Thursday 27th June 2024, 18:00-19:30 (CEST)

WHO estimates that half of all patients worldwide are non-adherent to their prescribed medication. The consequences of poor adherence can be catastrophic, on both the individual and population level.

Join our expert panel to discover why you need to understand the drivers of non-adherence in your patients, and how you can optimize medication adherence in your clinics to drastically improve patient outcomes.

Prof. Kevin Dolgin
Prof. Florian Limbourg
Prof. Anoop Chauhan
Developed by: Springer Medicine
Obesity Clinical Trial Summary

At a glance: The STEP trials

A round-up of the STEP phase 3 clinical trials evaluating semaglutide for weight loss in people with overweight or obesity.

Developed by: Springer Medicine

Highlights from the ACC 2024 Congress

Year in Review: Pediatric cardiology

Watch Dr. Anne Marie Valente present the last year's highlights in pediatric and congenital heart disease in the official ACC.24 Year in Review session.

Year in Review: Pulmonary vascular disease

The last year's highlights in pulmonary vascular disease are presented by Dr. Jane Leopold in this official video from ACC.24.

Year in Review: Valvular heart disease

Watch Prof. William Zoghbi present the last year's highlights in valvular heart disease from the official ACC.24 Year in Review session.

Year in Review: Heart failure and cardiomyopathies

Watch this official video from ACC.24. Dr. Biykem Bozkurt discusses last year's major advances in heart failure and cardiomyopathies.