Institute of Medicine. Relieving pain in America: a blueprint for transforming prevention, care, education, and research. Washington, DC: The National Academies Press; 2011.
Google Scholar
Johannes CB, Le TK, Zhou X, Johnston JA, Dworkin RH. The prevalence of chronic pain in United States adults: results of an internet-based survey. J Pain. 2010;11(11):1230–9.
Article
PubMed
Google Scholar
Von Korff M, Crane P, Lane M, Miglioretti DL, Simon G, Saunders K, Stang P, Brandenburg N, Kessler R. Chronic spinal pain and physical-mental comorbidity in the United States: results from the national comorbidity survey replication. Pain. 2005;113(3):331–9.
Article
PubMed
Google Scholar
Hoy D, March L, Brooks P, Blyth F, Woolf A, Bain C, Williams G, Smith E, Vos T, Barendregt J, et al. The global burden of low back pain: estimates from the global burden of disease 2010 study. Ann Rheum Dis. 2014;73(6):968–74.
Article
PubMed
Google Scholar
Hoy D, March L, Woolf A, Blyth F, Brooks P, Smith E, Vos T, Barendregt J, Blore J, Murray C, et al. The global burden of neck pain: estimates from the global burden of disease 2010 study. Ann Rheum Dis. 2014;73(7):1309–15.
Article
PubMed
Google Scholar
Martin BI, Deyo RA, Mirza SK, Turner JA, Comstock BA, Hollingworth W, Sullivan SD. Expenditures and health status among adults with back and neck problems. JAMA. 2008;299(6):656–64.
Article
PubMed
CAS
Google Scholar
Dieleman JL, Baral R, Birger M, Bui AL, Bulchis A, Chapin A, Hamavid H, Horst C, Johnson EK, Joseph J, et al. US spending on personal health care and public health, 1996-2013. JAMA. 2016;316(24):2627–46.
Article
PubMed
PubMed Central
Google Scholar
Stewart WF, Ricci JA, Chee E, Morganstein D, Lipton R. Lost productive time and cost due to common pain conditions in the US workforce. JAMA. 2003;290(18):2443–54.
Article
PubMed
CAS
Google Scholar
Deyo RA, Mirza SK, Turner JA, Martin BI. Overtreating chronic back pain: time to back off? J Am Board Fam Med. 2009;22(1):62–8.
Article
PubMed
PubMed Central
Google Scholar
Pinto RZ, Maher CG, Ferreira ML, Hancock M, Oliveira VC, McLachlan AJ, Koes B, Ferreira PH. Epidural corticosteroid injections in the management of sciatica: a systematic review and meta-analysis. Ann Intern Med. 2012;157(12):865–77.
Article
PubMed
Google Scholar
Deshpande A, Furlan A, Mailis-Gagnon A, Atlas S, Turk D. Opioids for chronic low-back pain. Cochrane Database Syst Rev. 2007;3:CD004959.
Google Scholar
Staal JB, de Bie R, de Vet HC, Hildebrandt J, Nelemans P. Injection therapy for subacute and chronic low-back pain. Cochrane Database Syst Rev. 2008;3:CD001824.
Google Scholar
Deyo RA, Von Korff M, Duhrkoop D. Opioids for low back pain. BMJ. 2015;350:g6380.
Article
PubMed
Google Scholar
Davis MA, Onega T, Weeks WB, Lurie JD. Where the United States spends its spine dollars: expenditures on different ambulatory services for the management of back and neck conditions. Spine. 2012;37(19):1693–701.
Article
PubMed
PubMed Central
Google Scholar
Ivanova JI, Birnbaum HG, Schiller M, Kantor E, Johnstone BM, Swindle RW. Real-world practice patterns, health-care utilization, and costs in patients with low back pain: the long road to guideline-concordant care. Spine J. 2011;11(7):622–32.
Article
PubMed
Google Scholar
Martin BI, Gerkovich MM, Deyo RA, Sherman KJ, Cherkin DC, Lind BK, Goertz CM, Lafferty WE. The association of complementary and alternative medicine use and health care expenditures for back and neck problems. Med Care. 2012;50(12):1029–36.
Article
PubMed
PubMed Central
Google Scholar
Andronis L, Kinghorn P, Qiao S, Whitehurst DG, Durrell S, McLeod H. Cost-effectiveness of non-invasive and non-pharmacological interventions for low back pain: a systematic literature review. Appl Health Econ Health Policy. 2017;15(2):173–201.
Article
PubMed
Google Scholar
Tsertsvadze A, Clar C, Court R, Clarke A, Mistry H, Sutcliffe P. Cost-effectiveness of manual therapy for the management of musculoskeletal conditions: a systematic review and narrative synthesis of evidence from randomized controlled trials. J Manip Physiol Ther. 2014;37(6):343–62.
Article
Google Scholar
Rubinstein SM, van Middelkoop M, Assendelft WJ, de Boer MR, van Tulder MW. Spinal manipulative therapy for chronic low-back pain. Cochrane Database Syst Rev. 2011;2:CD008112.
Google Scholar
Michaleff ZA, Lin CW, Maher CG, van Tulder MW. Spinal manipulation epidemiology: systematic review of cost effectiveness studies. J Electromyogr Kinesiol. 2012;22(5):655–62.
Article
PubMed
CAS
Google Scholar
Herman PM, Poindexter BL, Witt CM, Eisenberg DM. Are complementary therapies and integrative care cost-effective? A systematic review of economic evaluations. BMJ Open. 2012;2:5.
Article
Google Scholar
Evans R, Bronfort G, Schulz C, Maiers M, Bracha Y, Svendsen K, Grimm R, Garvey T, Transfeldt E. Supervised exercise with and without spinal manipulation performs similarly and better than home exercise for chronic neck pain: a randomized controlled trial. Spine. 2012;37(11):903–14.
Article
PubMed
Google Scholar
Maiers M, Bronfort G, Evans R, Hartvigsen J, Svendsen K, Bracha Y, Schulz C, Schulz K, Grimm R. Spinal manipulative therapy and exercise for seniors with chronic neck pain. Spine J. 2014;14(9):1879–89.
Article
PubMed
Google Scholar
Bronfort G, Maiers MJ, Evans RL, Schulz CA, Bracha Y, Svendsen KH, Grimm RH, Jr., Owens EF, Jr., Garvey TA, Transfeldt EE: Supervised exercise, spinal manipulation, and home exercise for chronic low back pain: a randomized clinical trial. Spine J 2011, 11(7):585–598.
Maiers MJ, Hartvigsen J, Schulz C, Schulz K, Evans RL, Bronfort G. Chiropractic and exercise for seniors with low back pain or neck pain: the design of two randomized clinical trials. BMC Musculoskelet Disord. 2007;8(1):94.
Article
PubMed
PubMed Central
Google Scholar
Bronfort G, Hondras MA, Schulz CA, Evans RL, Long CR, Grimm R. Spinal manipulation and home exercise with advice for subacute and chronic back-related leg pain: a trial with adaptive allocation. Ann Intern Med. 2014;161(6):381–91.
Article
PubMed
Google Scholar
Schulz C, Leininger B, Evans R, Vavrek D, Peterson D, Haas M, Bronfort G. Spinal manipulation and exercise for low back pain in adolescents: study protocol for a randomized controlled trial. Chiropr Man Therap. 2014;22:21.
Article
PubMed
PubMed Central
Google Scholar
Bronfort G, Evans R, Anderson AV, Svendsen KH, Bracha Y, Grimm RH. Spinal manipulation, medication, or home exercise with advice for acute and subacute neck pain: a randomized trial. Ann Intern Med. 2012;156(1.1):1–10.
Article
PubMed
Google Scholar
Bronfort G, Evans R, Nelson B, Aker PD, Goldsmith CH, Vernon H. A randomized clinical trial of exercise and spinal manipulation for patients with chronic neck pain. Spine. 2001;26(7):788–97. discussion 798-789
Article
PubMed
CAS
Google Scholar
Neumann PJ, Sanders GD, Russell LB, Siegel JE, Ganiats TG. Cost-effectiveness in health and medicine. New York: Oxford University Press; 2016.
Book
Google Scholar
Brazier J, Roberts J, Deverill M. The estimation of a preference-based measure of health from the SF-36. J Health Econ. 2002;21(2):271–92.
Article
PubMed
Google Scholar
Craig BM, Pickard AS, Stolk E, Brazier JE. US valuation of the SF-6D. Med Decis Mak. 2013;33(6):793–803.
Article
Google Scholar
Shaw JW, Johnson JA, Coons SJ. US valuation of the EQ-5D health states: development and testing of the D1 valuation model. Med Care. 2005;43(3):203–20.
Article
PubMed
Google Scholar
Khan KA, Petrou S, Rivero-Arias O, Walters SJ, Boyle SE. Mapping EQ-5D utility scores from the PedsQL generic core scales. PharmacoEconomics. 2014;32(7):693–706.
Article
PubMed
Google Scholar
Dworkin RH, Turk DC, Farrar JT, Haythornthwaite JA, Jensen MP, Katz NP, Kerns RD, Stucki G, Allen RR, Bellamy N, et al. Core outcome measures for chronic pain clinical trials: IMMPACT recommendations. Pain. 2005;113(1–2):9–19.
Article
PubMed
Google Scholar
Deyo RA, Dworkin SF, Amtmann D, Andersson G, Borenstein D, Carragee E, Carrino J, Chou R, Cook K, DeLitto A, et al. Report of the NIH task force on research standards for chronic low back pain. J Pain. 2014;15(6):569–85.
Article
PubMed
PubMed Central
Google Scholar
Vernon H, Mior S. The neck disability index: a study of reliability and validity. J Manip Physiol Ther. 1991;14(7):409–15.
CAS
Google Scholar
van der Velde G, Beaton D, Hogg-Johnston S, Hurwitz E, Tennant A. Rasch analysis provides new insights into the measurement properties of the neck disability index. Arthritis Rheum. 2009;61(4):544–51.
Article
PubMed
Google Scholar
Roland M, Fairbank J: The Roland-Morris disability questionnaire and the Oswestry disability questionnaire. Spine 2000, 25(24):3115–3124.
Higgins JPT, Green S: Cochrane handbook for systematic reviews of interventions Version 5.1.0 [updated March 2011]. In: The Cochrane Collaboration. 2011: Available from www.cochrane-Available from handbook.org.
Krol M, Brouwer W, Rutten F. Productivity costs in economic evaluations: past, present, future. PharmacoEconomics. 2013;31(7):537–49.
Article
PubMed
Google Scholar
Adams PF, Hendershot GE, Marano MA, Centers for Disease C, Prevention/National Center for Health S. Current estimates from the National Health Interview Survey, 1996. Vital Health Stat 10. 1999;200:1–203.
Google Scholar
Probst JC, Laditka SB, Wang JY, Johnson AO. Effects of residence and race on burden of travel for care: cross sectional analysis of the 2001 US National Household Travel Survey. BMC Health Serv Res. 2007;7:40.
Article
PubMed
PubMed Central
Google Scholar
Mihaylova B, Briggs A, O'Hagan A, Thompson SG. Review of statistical methods for analysing healthcare resources and costs. Health Econ. 2011;20(8):897–916.
Article
PubMed
Google Scholar
Hunink M, Weinstein M, Wittenberg E, Drummond M, Pliskin J, Wong J, Glasziou P. Decision making in health and medicine: integrating evidence and values. Cambridge: Cambridge University Press; 2014.
Book
Google Scholar
Briggs AH, O'Brien BJ, Blackhouse G. Thinking outside the box: recent advances in the analysis and presentation of uncertainty in cost-effectiveness studies. Annu Rev Public Health. 2002;23:377–401.
Article
PubMed
Google Scholar
Fenwick E, O'Brien BJ, Briggs A. Cost-effectiveness acceptability curves--facts, fallacies and frequently asked questions. Health Econ. 2004;13(5):405–15.
Article
PubMed
Google Scholar
Groot Koerkamp B, Hunink MG, Stijnen T, Hammitt JK, Kuntz KM, Weinstein MC. Limitations of acceptability curves for presenting uncertainty in cost-effectiveness analysis. Med Decis Mak. 2007;27(2):101–11.
Article
Google Scholar
Briggs A, Clark T, Wolstenholme J, Clarke P. Missing... Presumed at random: cost-analysis of incomplete data. Health Econ. 2003;12(5):377–92.
Article
PubMed
Google Scholar
Diggle P, Heagerty P, Liang K, Zeger S. Analysis of longitudinal data. Oxford: Oxford University press; 2002.
Google Scholar
Stewart GB, Altman DG, Askie LM, Duley L, Simmonds MC, Stewart LA. Statistical analysis of individual participant data meta-analyses: a comparison of methods and recommendations for practice. PLoS One. 2012;7(10):e46042.
Article
PubMed
PubMed Central
CAS
Google Scholar
Riley RD, Lambert PC, Abo-Zaid G. Meta-analysis of individual participant data: rationale, conduct, and reporting. BMJ. 2010;340:c221.
Article
PubMed
Google Scholar
Guyatt GH, Oxman AD, Kunz R, Woodcock J, Brozek J, Helfand M, Alonso-Coello P, Glasziou P, Jaeschke R, Akl EA, et al. GRADE guidelines: 7. Rating the quality of evidence--inconsistency. J Clin Epidemiol. 2011;64(12):1294–302.
Article
PubMed
Google Scholar
AHRQ Methods for Effective Health Care. In: Methods Guide for Effectiveness and Comparative Effectiveness Reviews. Edn. Rockville (MD): Agency for Healthcare Research and Quality (US); 2014.
Espinoza MA, Manca A, Claxton K, Sculpher MJ. The value of heterogeneity for cost-effectiveness subgroup analysis: conceptual framework and application. Med Decis Mak. 2014;34(8):951–64.
Article
Google Scholar
Shemilt I, McDaid D, Marsh K, Henderson C, Bertranou E, Mallander J, Drummond M, Mugford M, Vale L, Campbell and Cochrane Economics Methods Group, et al. Issues in the incorporation of economic perspectives and evidence into Cochrane reviews. Syst Rev. 2013;2:83.
Article
PubMed
PubMed Central
Google Scholar
Brunetti M, Shemilt I, Pregno S, Vale L, Oxman AD, Lord J, Sisk J, Ruiz F, Hill S, Guyatt GH, et al. GRADE guidelines: 10. Considering resource use and rating the quality of economic evidence. J Clin Epidemiol. 2013;66(2):140–50.
Article
PubMed
Google Scholar
Korthals-de Bos IB, Hoving JL, van Tulder MW, Rutten-van Molken MP, Ader HJ, de Vet HC, Koes BW, Vondeling H, Bouter LM: Cost effectiveness of physiotherapy, manual therapy, and general practitioner care for neck pain: economic evaluation alongside a randomised controlled trial. BMJ 2003, 326(7395):911.
Lewis M, James M, Stokes E, Hill J, Sim J, Hay E, Dziedzic K. An economic evaluation of three physiotherapy treatments for non-specific neck disorders alongside a randomized trial. Rheumatology (Oxford). 2007;46(11):1701–8.
Article
CAS
Google Scholar
Bosmans JE, Pool JJ, de Vet HC, van Tulder MW, Ostelo RW. Is behavioral graded activity cost-effective in comparison with manual therapy for patients with subacute neck pain? An economic evaluation alongside a randomized clinical trial. Spine. 2011;36(18):E1179–86.
Article
PubMed
Google Scholar
Rivero-Arias O, Gray A, Frost H, Lamb SE, Stewart-Brown S. Cost-utility analysis of physiotherapy treatment compared with physiotherapy advice in low back pain. Spine (Phila Pa 1976). 2006;31(12):1381–7.
Article
Google Scholar
Leininger B, McDonough C, Evans R, Tosteson T, Tosteson AN, Bronfort G. Cost-effectiveness of spinal manipulative therapy, supervised exercise, and home exercise for older adults with chronic neck pain. Spine J. 2016;16(11):1292–304.
Article
PubMed
PubMed Central
Google Scholar
Fritz JM, Kim M, Magel JS, Asche CV. Cost-effectiveness of primary care management with or without early physical therapy for acute low back pain: economic evaluation of a randomized clinical trial. Spine. 2017;42(5):285–90.
Article
PubMed
Google Scholar
UK BEAM Trial Team. United Kingdom back pain exercise and manipulation (UK BEAM) randomised trial: cost effectiveness of physical treatments for back pain in primary care. BMJ. 2004;329(7479):1381.
Hurwitz EL. Epidemiology: spinal manipulation utilization. J Electromyogr Kinesiol. 2012;22(5):648–54.
Article
PubMed
Google Scholar
Papanicolas I, Woskie LR, Jha AK. Health care spending in the United States and other high-income countries. JAMA. 2018;319(10):1024–39.
Article
PubMed
Google Scholar
Anderson GF, Reinhardt UE, Hussey PS, Petrosyan V. It’s the prices, stupid: why the United States is so different from other countries. Health affairs (Project Hope). 2003;22(3):89–105.
Article
Google Scholar