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IJzelenberg W, Oosterhuis T, Hayden JA, Koes BW, van Tulder MW, Rubinstein SM, de Zoete A. Exercise therapy for treatment of acute non-specific low back pain: a Cochrane systematic review and meta-analysis of randomised controlled trials. Arch Phys Med Rehabil 2024:S0003-9993(24)00845-1. [PMID: 38513994 DOI: 10.1016/j.apmr.2024.02.732] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2023] [Revised: 02/22/2024] [Accepted: 02/23/2024] [Indexed: 03/23/2024]
Abstract
OBJECTIVE To assess the effectiveness of exercise for acute non-specific low back pain (LBP) versus our main comparisons: 1) sham treatment, and 2) no treatment at short-term (main follow-up time). DATA SOURCES AND STUDY SELECTION A comprehensive search up till November 2021 was conducted in numerous databases for randomised controlled trials (RCTs) on the effectiveness of exercise in adults with acute LBP (< 6 weeks). Studies examining LBP with a specific aetiology were excluded. The primary outcomes were back pain, back-specific functional status and recovery. DATA EXTRACTION Two review authors independently conducted the study selection, risk of bias assessment and data extraction. GRADE was used to assess the certainty of the evidence. DATA SYNTHESIS We identified 23 RCTs (2674 participants). There is very low-certainty evidence that exercise therapy compared with sham/placebo treatment has no clinically relevant effect on pain (mean difference (MD) -0.80, 95% confidence interval (CI) -5.79 to 4.19; 1 study, 299 participants) and on functional status (MD 2.00, 95% CI -2.20 to 6.20; 1 study, 299 participants) in the short term. There is very low-quality evidence which suggests no difference in effect on pain and functional status for exercise vs. no treatment (2 studies; n=157, not pooled due to heterogeneity) at short-term follow-up. Similar results were found for the other follow-up moments. The certainty of the evidence was downgraded because many RCTs had a high risk of bias, were small in size and/or there was substantial heterogeneity. CONCLUSION Exercise therapy compared to sham/placebo and no treatment may have no clinically relevant effect on pain or functional status in the short term in people with acute non-specific LBP, but the evidence is very uncertain. Owing to insufficient reporting of adverse events, we were unable to reach any conclusions on the safety or harms related to exercise therapy.
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Affiliation(s)
- Wilhelmina IJzelenberg
- Department of Health Sciences, Faculty of Science and Amsterdam Movement Sciences Research Institute, Vrije Universiteit Amsterdam, Amsterdam, Netherlands.
| | - Teddy Oosterhuis
- Department of Health Sciences, Faculty of Science, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Jill A Hayden
- Department of Community Health & Epidemiology, Dalhousie University, Halifax, Canada
| | - Bart W Koes
- Department of General Practice, Erasmus Medical Center, Rotterdam, Netherlands; Center for Muscle and Health, University of Southern Denmark, Odense, Denmark
| | - Maurits W van Tulder
- Department Human Movement Sciences, Faculty Behavioural & Movement Sciences, Vrije Universiteit Amsterdam
| | - Sidney M Rubinstein
- Department of Health Sciences, Faculty of Science and Amsterdam Movement Sciences Research Institute, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Annemarie de Zoete
- Department of Health Sciences, Faculty of Science and Amsterdam Movement Sciences Research Institute, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
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IJzelenberg W, Oosterhuis T, Hayden JA, Koes BW, van Tulder MW, Rubinstein SM, de Zoete A. Exercise therapy for treatment of acute non-specific low back pain. Cochrane Database Syst Rev 2023; 8:CD009365. [PMID: 37646368 PMCID: PMC10467021 DOI: 10.1002/14651858.cd009365.pub2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 09/01/2023]
Abstract
BACKGROUND Low back pain (LBP) is the leading cause of disability globally. It generates considerable direct costs (healthcare) and indirect costs (lost productivity). The many available treatments for LBP include exercise therapy, which is practised extensively worldwide. OBJECTIVES To evaluate the benefits and harms of exercise therapy for acute non-specific low back pain in adults compared to sham/placebo treatment or no treatment at short-term, intermediate-term, and long-term follow-up. SEARCH METHODS This is an update of a Cochrane Review first published in 2005. We conducted an updated search for randomised controlled trials (RCTs) in CENTRAL, MEDLINE, Embase, four other databases, and two trial registers. We screened the reference lists of all included studies and relevant systematic reviews published since 2004. SELECTION CRITERIA We included RCTs that examined the effects of exercise therapy on non-specific LBP lasting six weeks or less in adults. Major outcomes for this review were pain, functional status, and perceived recovery. Minor outcomes were return to work, health-related quality of life, and adverse events. Our main comparisons were exercise therapy versus sham/placebo treatment and exercise therapy versus no treatment. DATA COLLECTION AND ANALYSIS We used standard Cochrane methods. We evaluated outcomes at short-term follow-up (time point within three months and closest to six weeks after randomisation; main follow-up), intermediate-term follow-up (between nine months and closest to six months), and long-term follow-up (after nine months and closest to 12 months); and we used GRADE to assess the certainty of the evidence for each outcome. MAIN RESULTS We included 23 studies (13 from the previous review, 10 new studies) that involved 2674 participants and provided data for 2637 participants. Three small studies are awaiting classification, and four eligible studies are ongoing. Included studies were conducted in Europe (N = 9), the Asia-Pacific region (N = 9), and North America (N = 5); and most took place in a primary care setting (N = 12), secondary care setting (N = 6), or both (N = 1). In most studies, the population was middle-aged and included men and women. We judged 10 studies (43%) at low risk of bias with regard to sequence generation and allocation concealment. Blinding is not feasible in exercise therapy, introducing performance and detection bias. There is very low-certainty evidence that exercise therapy compared with sham/placebo treatment has no clinically relevant effect on pain scores in the short term (mean difference (MD) -0.80, 95% confidence interval (CI) -5.79 to 4.19; 1 study, 299 participants). The absolute difference was 1% less pain (95% CI 4% more to 6% less), and the relative difference was 4% less pain (95% CI 20% more to 28% less). The mean pain score was 20.1 (standard deviation (SD) 21) for the intervention group and 20.9 (SD 23) for the control group. There is very low-certainty evidence that exercise therapy compared with sham/placebo treatment has no clinically relevant effect on functional status scores in the short term (MD 2.00, 95% CI -2.20 to 6.20; 1 study, 299 participants). The absolute difference was 2% worse functional status (95% CI 2% better to 6% worse), and the relative difference was 15% worse (95% CI 17% better to 47% worse). The mean functional status score was 15.3 (SD 19) for the intervention group and 13.3 (SD 18) for the control group. We downgraded the certainty of the evidence for pain and functional status by one level for risk of bias and by two levels for imprecision (only one study with fewer than 400 participants). There is very low-certainty evidence that exercise therapy compared with no treatment has no clinically relevant effect on pain or functional status in the short term (2 studies, 157 participants). We downgraded the certainty of the evidence by two levels for imprecision and by one level for inconsistency. One study associated exercise with small benefits and the other found no differences. The first study was conducted in an occupational healthcare centre, where participants received one exercise therapy session. The other study was conducted in secondary and tertiary care settings, where participants received treatment three times per week for six weeks. We did not pool data from these studies owing to considerable clinical heterogeneity. In two studies, there were no reported adverse events. One study reported adverse events unrelated to exercise therapy. The remaining studies did not report whether any adverse events had occurred. Owing to insufficient reporting of adverse events, we were unable to reach any conclusions on the safety or harms related to exercise therapy. AUTHORS' CONCLUSIONS Exercise therapy compared to sham/placebo treatment may have no clinically relevant effect on pain or functional status in the short term in people with acute non-specific LBP, but the evidence is very uncertain. Exercise therapy compared to no treatment may have no clinically relevant effect on pain or functional status in the short term in people with acute non-specific LBP, but the evidence is very uncertain. We downgraded the certainty of the evidence to very low for inconsistency, risk of bias concerns, and imprecision (few participants).
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Affiliation(s)
- Wilhelmina IJzelenberg
- Department of Health Sciences, Faculty of Science and Amsterdam Movement Sciences Research Institute, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Teddy Oosterhuis
- Department of Health Sciences, Faculty of Science, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Jill A Hayden
- Department of Community Health & Epidemiology, Dalhousie University, Halifax, Canada
| | - Bart W Koes
- Department of General Practice, Erasmus Medical Center, Rotterdam, Netherlands
- Center for Muscle and Health, University of Southern Denmark, Odense, Denmark
| | - Maurits W van Tulder
- Department of Health Sciences, Faculty of Science and Amsterdam Movement Sciences Research Institute, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
- Department Physiotherapy & Occupational Therapy, Aarhus University Hospital, Aarhus, Denmark
| | - Sidney M Rubinstein
- Department of Health Sciences, Faculty of Science and Amsterdam Movement Sciences Research Institute, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Annemarie de Zoete
- Department of Health Sciences, Faculty of Science and Amsterdam Movement Sciences Research Institute, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
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Ben ÂJ, Pellekooren S, Bosmans JE, Ostelo RWJG, Maas ET, El Alili M, van Tulder MW, Huygen FJPM, Oosterhuis T, Apeldoorn AT, van Hooff ML, van Dongen JM. Mapping Oswestry Disability Index Responses to EQ-5D-3L Utility Values: Are Cost-Utility Results Valid? Value Health 2023; 26:873-882. [PMID: 36773782 DOI: 10.1016/j.jval.2023.01.020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/14/2022] [Revised: 12/23/2022] [Accepted: 01/19/2023] [Indexed: 06/04/2023]
Abstract
OBJECTIVES To develop and validate approaches for mapping Oswestry Disability Index responses to 3-level version of EQ-5D utility values and to evaluate the impact of using mapped utility values on cost-utility results compared with published regression models. METHODS Three response mapping approaches were developed in a random sample of 70% of 18 692 patients with low back pain: nonparametric approach (Non-p), nonparametric approach excluding logical inconsistencies (Non-peLI), and ordinal logistic regression (OLR). Performance was assessed in the remaining 30% using R-square (R2), root mean square error (RMSE), and mean absolute error (MAE). To evaluate whether MAEs and their 95% limits of agreement (LA) were clinically relevant, a minimally clinically important difference of 0.074 was used. Probabilities of cost-effectiveness estimated using observed and mapped utility values were compared in 2 economic evaluations. RESULTS The Non-p performed the best (R2 = 0.43; RMSE = 0.22; MAE = 0.03; 95% LA = -0.40 to 0.47) compared with the Non-peLI (R2 = 0.07; RMSE = 0.29; MAE = -0.15; 95% LA = -0.63 to 0.34) and OLR (R2 = 0.22; RMSE = 0.26; MAE = 0.02; 95% LA = -0.49 to 0.53). MAEs were lower than the minimally clinically important difference for the Non-p and OLR but not for the Non-peLI. Differences in probabilities of cost-effectiveness ranged from 1% to 4% (Non-p), 0.1% to 9% (Non-peLI), and 0.1% to 20% (OLR). CONCLUSIONS Results suggest that the developed response mapping approaches are not valid for estimating individual patients' 3-level version of EQ-5D utility values, and-depending on the approach-may considerably affect cost-utility results. The developed approaches did not perform better than previously published regression-based models and are therefore not recommended for use in economic evaluations.
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Affiliation(s)
- Ângela Jornada Ben
- Department of Health Sciences, Faculty of Science, Vrije Universiteit Amsterdam, Amsterdam Public Health Research Institute, Amsterdam, The Netherlands.
| | - Sylvia Pellekooren
- Department of Health Sciences, Faculty of Science, Vrije Universiteit Amsterdam, Amsterdam Public Health Research Institute, Amsterdam, The Netherlands; Department Human Movement Sciences, Faculty of Behavioral & Movement Sciences, Vrije Universiteit, Amsterdam, Amsterdam Movement Sciences Research Institute, Amsterdam, The Netherlands
| | - Judith E Bosmans
- Department of Health Sciences, Faculty of Science, Vrije Universiteit Amsterdam, Amsterdam Public Health Research Institute, Amsterdam, The Netherlands
| | - Raymond W J G Ostelo
- Department of Health Sciences, Faculty of Science, Vrije Universiteit Amsterdam, Amsterdam Public Health Research Institute, Amsterdam, The Netherlands; Department of Epidemiology and Data Science, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam Movement Sciences Research Institute, Amsterdam, The Netherlands
| | - Esther T Maas
- Department of Health Sciences, Faculty of Science, Vrije Universiteit Amsterdam, Amsterdam Public Health Research Institute, Amsterdam, The Netherlands
| | - Mohamed El Alili
- Department of Health Sciences, Faculty of Science, Vrije Universiteit Amsterdam, Amsterdam Public Health Research Institute, Amsterdam, The Netherlands; National Health Care Institute, Diemen, The Netherlands
| | - Maurits W van Tulder
- Department Human Movement Sciences, Faculty of Behavioral & Movement Sciences, Vrije Universiteit, Amsterdam, Amsterdam Movement Sciences Research Institute, Amsterdam, The Netherlands
| | | | - Teddy Oosterhuis
- Department of Public and Occupational Health, Amsterdam Public Health Research Institute, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | - Adri T Apeldoorn
- Rehabilitation Department, Noordwest Ziekenhuisgroep, Alkmaar, The Netherlands; Breederode Hogeschool, Rotterdam, Netherlands
| | - Miranda L van Hooff
- Department of Research, Sint Maartenskliniek, Nijmegen, The Netherlands; Department of Orthopedics, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Johanna M van Dongen
- Department of Health Sciences, Faculty of Science, Vrije Universiteit Amsterdam, Amsterdam Public Health Research Institute, Amsterdam, The Netherlands
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Ben ÂJ, van Dongen JM, Alili ME, Heymans MW, Twisk JWR, MacNeil-Vroomen JL, de Wit M, van Dijk SEM, Oosterhuis T, Bosmans JE. The handling of missing data in trial-based economic evaluations: should data be multiply imputed prior to longitudinal linear mixed-model analyses? Eur J Health Econ 2022:10.1007/s10198-022-01525-y. [PMID: 36161553 DOI: 10.1007/s10198-022-01525-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/22/2021] [Accepted: 08/29/2022] [Indexed: 06/16/2023]
Abstract
INTRODUCTION For the analysis of clinical effects, multiple imputation (MI) of missing data were shown to be unnecessary when using longitudinal linear mixed-models (LLM). It remains unclear whether this also applies to trial-based economic evaluations. Therefore, this study aimed to assess whether MI is required prior to LLM when analyzing longitudinal cost and effect data. METHODS Two-thousand complete datasets were simulated containing five time points. Incomplete datasets were generated with 10, 25, and 50% missing data in follow-up costs and effects, assuming a Missing At Random (MAR) mechanism. Six different strategies were compared using empirical bias (EB), root-mean-squared error (RMSE), and coverage rate (CR). These strategies were: LLM alone (LLM) and MI with LLM (MI-LLM), and, as reference strategies, mean imputation with LLM (M-LLM), seemingly unrelated regression alone (SUR-CCA), MI with SUR (MI-SUR), and mean imputation with SUR (M-SUR). RESULTS For costs and effects, LLM, MI-LLM, and MI-SUR performed better than M-LLM, SUR-CCA, and M-SUR, with smaller EBs and RMSEs as well as CRs closers to nominal levels. However, even though LLM, MI-LLM and MI-SUR performed equally well for effects, MI-LLM and MI-SUR were found to perform better than LLM for costs at 10 and 25% missing data. At 50% missing data, all strategies resulted in relatively high EBs and RMSEs for costs. CONCLUSION LLM should be combined with MI when analyzing trial-based economic evaluation data. MI-SUR is more efficient and can also be used, but then an average intervention effect over time cannot be estimated.
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Affiliation(s)
- Ângela Jornada Ben
- Department of Health Sciences, Faculty of Science, Vrije Universiteit Amsterdam, Amsterdam Public Health Research Institute, Van der Boechorststraat 7, 1081 BT, Amsterdam, The Netherlands.
| | - Johanna M van Dongen
- Department of Health Sciences, Faculty of Science, Vrije Universiteit Amsterdam, Amsterdam Public Health Research Institute, Van der Boechorststraat 7, 1081 BT, Amsterdam, The Netherlands
| | - Mohamed El Alili
- Department of Health Sciences, Faculty of Science, Vrije Universiteit Amsterdam, Amsterdam Public Health Research Institute, Van der Boechorststraat 7, 1081 BT, Amsterdam, The Netherlands
| | - Martijn W Heymans
- Department of Epidemiology and Data Science, Amsterdam UMC, Amsterdam Public Health Research Institute, Amsterdam, The Netherlands
| | - Jos W R Twisk
- Department of Epidemiology and Data Science, Amsterdam UMC, Amsterdam Public Health Research Institute, Amsterdam, The Netherlands
| | - Janet L MacNeil-Vroomen
- Section of Geriatrics, Department of Internal Medicine, Amsterdam Public Health Research Institute, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | - Maartje de Wit
- Department of Medical Psychology, Amsterdam UMC, Vrije Universiteit, Amsterdam Public Health Research Institute, Amsterdam, The Netherlands
| | - Susan E M van Dijk
- Department of Health Sciences, Faculty of Science, Vrije Universiteit Amsterdam, Amsterdam Public Health Research Institute, Van der Boechorststraat 7, 1081 BT, Amsterdam, The Netherlands
| | - Teddy Oosterhuis
- Netherlands Society of Occupational Medicine (NVAB), Utrecht, The Netherlands
| | - Judith E Bosmans
- Department of Health Sciences, Faculty of Science, Vrije Universiteit Amsterdam, Amsterdam Public Health Research Institute, Van der Boechorststraat 7, 1081 BT, Amsterdam, The Netherlands
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Luites JWH, Kuijer PPFM, Hulshof CTJ, Kok R, Langendam MW, Oosterhuis T, Anema JR, Lapré-Utama VP, Everaert CPJ, Wind H, Smeets RJEM, van Zaanen Y, Hoebink EA, Voogt L, de Hoop W, Boerman DH, Hoving JL. The Dutch Multidisciplinary Occupational Health Guideline to Enhance Work Participation Among Low Back Pain and Lumbosacral Radicular Syndrome Patients. J Occup Rehabil 2022; 32:337-352. [PMID: 34313903 PMCID: PMC9576671 DOI: 10.1007/s10926-021-09993-4] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 06/28/2021] [Indexed: 05/06/2023]
Abstract
Purpose Based on current scientific evidence and best practice, the first Dutch multidisciplinary practice guideline for occupational health professionals was developed to stimulate prevention and enhance work participation in patients with low back pain (LBP) and lumbosacral radicular syndrome (LRS). Methods A multidisciplinary working group with health care professionals, a patient representative and researchers developed the recommendations after systematic review of evidence about (1) Risk factors, (2) Prevention, (3) Prognostic factors and (4) Interventions. Certainty of the evidence was rated with GRADE and the Evidence to Decision (EtD) framework was used to formulate recommendations. High or moderate certainty resulted in a recommendation "to advise", low to very low in a recommendation "to consider", unless other factors in the framework decided differently. Results An inventory of risk factors should be considered and an assessment of prognostic factors is advised. For prevention, physical exercises and education are advised, besides application of the evidence-based practical guidelines "lifting" and "whole body vibration". The stepped-care approach to enhance work participation starts with the advice to stay active, facilitated by informing the worker, reducing workload, an action plan and a time-contingent increase of work participation for a defined amount of hours and tasks. If work participation has not improved within 6 weeks, additional treatments should be considered based on the present risk and prognostic factors: (1) physiotherapy or exercise therapy; (2) an intensive workplace-oriented program; or (3) cognitive behavioural therapy. After 12 weeks, multi-disciplinary (occupational) rehabilitation therapy need to be considered. Conclusions Based on systematic reviews and expert consensus, the good practice recommendations in this guideline focus on enhancing work participation among workers with LBP and LRS using a stepped-care approach to complement existing guidelines focusing on recovery and daily functioning.
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Affiliation(s)
- J W H Luites
- Department of Public and Occupational Health, Amsterdam UMC, Amsterdam, The Netherlands.
| | - P P F M Kuijer
- Department of Public and Occupational Health, Amsterdam UMC, Amsterdam, The Netherlands
| | - C T J Hulshof
- Department of Public and Occupational Health, Amsterdam UMC, Amsterdam, The Netherlands
- Netherlands Society of Occupational Medicine (NVAB), Utrecht, The Netherlands
| | - R Kok
- Dutch Society of Insurance Medicine (NVVG), Amsterdam, The Netherlands
| | - M W Langendam
- Department of Epidemiology and Data Science, Amsterdam UMC, University of Amsterdam, Amsterdam Institute of Public Health, Amsterdam, The Netherlands
| | - T Oosterhuis
- Netherlands Society of Occupational Medicine (NVAB), Utrecht, The Netherlands
| | - J R Anema
- Department of Public and Occupational Health, Amsterdam UMC, Amsterdam, The Netherlands
- Research Center for Insurance Medicine (KCVG), Amsterdam, The Netherlands
| | - V P Lapré-Utama
- Dutch Association of Medical Officers in Private Insurances (GAV), Utrecht, The Netherlands
| | - C P J Everaert
- Netherlands Society of Occupational Medicine (NVAB), Utrecht, The Netherlands
- Arbo Unie, Arnhem, The Netherlands
| | - H Wind
- Department of Public and Occupational Health, Amsterdam UMC, Amsterdam, The Netherlands
- Dutch Society of Insurance Medicine (NVVG), Amsterdam, The Netherlands
| | - R J E M Smeets
- Department of Rehabilitation Medicine, Maastricht University, Maastricht, the Netherlands
- Libra Rehabilitation and Audiology, Eindhoven, The Netherlands
- Netherlands Society of Physical and Rehabilitation Medicine (VRA), Utrecht, The Netherlands
| | - Y van Zaanen
- Department of Public and Occupational Health, Amsterdam UMC, Amsterdam, The Netherlands
- Dutch Association of Physiotherapists Working in Occupational Health and Ergonomics (NVBF-KNGF), Amersfoort, The Netherlands
| | - E A Hoebink
- Department of Orthopaedic Surgery, Foundation for Orthopaedic Research Care and Education (FORCE), Amphia Hospital, Breda, The Netherlands
| | - L Voogt
- Dutch Association for Patients With Back Problems (NVvR), Rotterdam, The Netherlands
| | - W de Hoop
- Dutch Association for Labour Experts (NVvA), Nijkerk, The Netherlands
| | - D H Boerman
- Department of Neurology, Rijnstate Hospital, Arnhem, The Netherlands
- Netherlands Society for Neurology (NVN), Utrecht, The Netherlands
| | - J L Hoving
- Department of Public and Occupational Health, Amsterdam UMC, Amsterdam, The Netherlands
- Research Center for Insurance Medicine (KCVG), Amsterdam, The Netherlands
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Pellekooren S, Ben ÂJ, Bosmans JE, Ostelo RWJG, van Tulder MW, Maas ET, Huygen FJPM, Oosterhuis T, Apeldoorn AT, van Hooff ML, van Dongen JM. Can EQ-5D-3L utility values of low back pain patients be validly predicted by the Oswestry Disability Index for use in cost-effectiveness analyses? Qual Life Res 2022; 31:2153-2165. [PMID: 35040002 PMCID: PMC9188530 DOI: 10.1007/s11136-022-03082-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/07/2022] [Indexed: 11/26/2022]
Abstract
Purpose To assess whether regression modeling can be used to predict EQ-5D-3L utility values from the Oswestry Disability Index (ODI) in low back pain (LBP) patients for use in cost-effectiveness analysis. Methods EQ-5D-3L utility values of LBP patients were estimated using their ODI scores as independent variables using regression analyses, while adjusting for case-mix variables. Six different models were estimated: (1) Ordinary Least Squares (OLS) regression, with total ODI score, (2) OLS, with ODI item scores as continuous variables, (3) OLS, with ODI item scores as ordinal variables, (4) Tobit model, with total ODI score, (5) Tobit model, with ODI item scores as continuous variables, and (6) Tobit model, with ODI item scores as ordinal variables. The models’ performance was assessed using explained variance (R2) and root mean squared error (RMSE). The potential impact of using predicted instead of observed EQ-5D-3L utility values on cost-effectiveness outcomes was evaluated in two empirical cost-effectiveness analysis. Results Complete individual patient data of 18,692 low back pain patients were analyzed. All models had a more or less similar R2 (range 45–52%) and RMSE (range 0.21–0.22). The two best performing models produced similar probabilities of cost-effectiveness for a range of willingness-to-pay (WTP) values compared to those based on the observed EQ-5D-3L values. For example, the difference in probabilities ranged from 2 to 5% at a WTP of 50,000 €/QALY gained. Conclusion Results suggest that the ODI can be validly used to predict low back pain patients’ EQ-5D-3L utility values and QALYs for use in cost-effectiveness analyses. Supplementary Information The online version contains supplementary material available at 10.1007/s11136-022-03082-6.
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Affiliation(s)
- Sylvia Pellekooren
- Department of Health Sciences, Faculty of Science, Vrije Universiteit Amsterdam, Amsterdam Movement Sciences Research Institute, De Boelelaan 1105, 1081 HV, Amsterdam, The Netherlands.
- Department Human Movement Sciences, Faculty of Behavioral & Movement Sciences, Vrije Universiteit, Amsterdam, The Netherlands.
| | - Ângela J Ben
- Department of Health Sciences, Faculty of Science, Vrije Universiteit Amsterdam, Amsterdam Public Health Research Institute, Amsterdam, The Netherlands
| | - Judith E Bosmans
- Department of Health Sciences, Faculty of Science, Vrije Universiteit Amsterdam, Amsterdam Public Health Research Institute, Amsterdam, The Netherlands
| | - Raymond W J G Ostelo
- Department of Health Sciences, Faculty of Science, Vrije Universiteit Amsterdam, Amsterdam Movement Sciences Research Institute, De Boelelaan 1105, 1081 HV, Amsterdam, The Netherlands
- Department of Epidemiology and Data Science, Amsterdam UMC, Location VUmc, Amsterdam Movement Sciences Research Institute, Amsterdam, The Netherlands
| | - Maurits W van Tulder
- Department Human Movement Sciences, Faculty of Behavioral & Movement Sciences, Vrije Universiteit, Amsterdam, The Netherlands
| | - Esther T Maas
- Department of Health Sciences, Faculty of Science, Vrije Universiteit Amsterdam, Amsterdam Movement Sciences Research Institute, De Boelelaan 1105, 1081 HV, Amsterdam, The Netherlands
| | - Frank J P M Huygen
- Center of Pain Medicine Erasmusmc, Rotterdam, The Netherlands
- Center of Pain Medicine UMCU, Utrecht, The Netherlands
| | - Teddy Oosterhuis
- Netherlands Society of Occupational Medicine, Centre of Excellence, Utrecht, the Netherlands
- Coronel Institute of Occupational Health, Amsterdam UMC, University of Amsterdam, Amsterdam Public Health Research Institute, Amsterdam, The Netherlands
| | - Adri T Apeldoorn
- Rehabilitation Departement, Noordwest Ziekenhuisgroep, Alkmaar, Netherlands, Breederode Hogeschool, Rotterdam, Netherlands
| | - Miranda L van Hooff
- Departement Research, Sint Maartenskliniek, Nijmegen, The Netherlands
- Department of Orthopedic Surgery, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Johanna M van Dongen
- Department of Health Sciences, Faculty of Science, Vrije Universiteit Amsterdam, Amsterdam Movement Sciences Research Institute, De Boelelaan 1105, 1081 HV, Amsterdam, The Netherlands
- Department of Health Sciences, Faculty of Science, Vrije Universiteit Amsterdam, Amsterdam Public Health Research Institute, Amsterdam, The Netherlands
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Oosterhuis T, Piebenga WP. Beroepscontacteczeem: een zorg voor de werknemer, een taak voor ons. TBV - Tijdschr Bedrijfs- en Verzekeringsgeneeskd 2021; 29:40-43. [PMID: 33935372 PMCID: PMC8065313 DOI: 10.1007/s12498-021-1377-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
| | - Willem Pieter Piebenga
- AmsterdamUMC locatie AMC Beide auteurs zijn lid van de kerngroep van de richtlijn Contacteczeem: Preventie, behandeling en begeleiding door de bedrijfsarts, Houten, Netherlands
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Oosterhuis T, Smaardijk VR, Kuijer PPF, Langendam MW, Frings-Dresen MHW, Hoving JL. Systematic review of prognostic factors for work participation in patients with sciatica. Occup Environ Med 2019; 76:772-779. [PMID: 31296665 PMCID: PMC6817989 DOI: 10.1136/oemed-2019-105797] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2019] [Revised: 05/28/2019] [Accepted: 06/06/2019] [Indexed: 12/05/2022]
Abstract
Sciatica impacts on the ability to work and may lead to a reduced return to work. This study reviewed and summarised prognostic factors of work participation in patients who received conservative or surgical treatment for clinically diagnosed sciatica. We searched MEDLINE, CINAHL, EMBASE and PsycINFO until January 2018. Cohort studies, using a measure of work participation as outcome, were included. Two independent reviewers performed study inclusion and used the Quality In Prognosis Studies tool for risk of bias assessment and GRADE to rate the quality of the evidence. Based on seven studies describing six cohorts (n=1408 patients) that assessed 21 potential prognostic factors, favourable factors for return to work (follow-up ranging from 3 months to 10 years) included younger age, better general health, less low back pain or sciatica bothersomeness, better physical function, negative straight leg raise-test, physician expecting surgery to be beneficial, better pain coping, less depression and mental stress, less fear of movement and low physical work load. Study results could not be pooled. Using GRADE, the quality of the evidence ranged from moderate to very low, with downgrading mainly for a high risk of bias and imprecision. Several prognostic factors like pain, disability and psychological factors were identified and reviewed, and these could be targeted using additional interventions to optimise return to work. PROSPERO registration number: CRD42016042497.
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Affiliation(s)
- Teddy Oosterhuis
- Coronel Institute of Occupational Health, Amsterdam UMC, University of Amsterdam, Amsterdam Public Health Research Institute, Amsterdam, The Netherlands
| | - Veerle R Smaardijk
- Coronel Institute of Occupational Health, Amsterdam UMC, University of Amsterdam, Amsterdam Public Health Research Institute, Amsterdam, The Netherlands
| | - P Paul Fm Kuijer
- Coronel Institute of Occupational Health, Amsterdam UMC, University of Amsterdam, Amsterdam Public Health Research Institute, Amsterdam, The Netherlands
| | - Miranda W Langendam
- Department of Clinical Epidemiology, Biostatistics and Bioinformatics, Amsterdam UMC, University of Amsterdam, Amsterdam Public Health Research Institute, Amsterdam, The Netherlands
| | - Monique H W Frings-Dresen
- Coronel Institute of Occupational Health, Amsterdam UMC, University of Amsterdam, Amsterdam Public Health Research Institute, Amsterdam, The Netherlands
| | - Jan L Hoving
- Coronel Institute of Occupational Health, Amsterdam UMC, University of Amsterdam, Amsterdam Public Health Research Institute, Amsterdam, The Netherlands
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Oosterhuis T, Ostelo RW, van Dongen JM, Peul WC, de Boer MR, Bosmans JE, Vleggeert-Lankamp CL, Arts MP, van Tulder MW. Early rehabilitation after lumbar disc surgery is not effective or cost-effective compared to no referral: a randomised trial and economic evaluation. J Physiother 2017; 63:144-153. [PMID: 28668558 DOI: 10.1016/j.jphys.2017.05.016] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/18/2017] [Revised: 05/12/2017] [Accepted: 05/18/2017] [Indexed: 01/24/2023] Open
Abstract
QUESTION Is referral for early rehabilitation after lumbar disc surgery effective and cost-effective compared to no referral? DESIGN Multicentre, randomised, controlled trial, and economic evaluation with concealed allocation and intention-to-treat-analysis. PARTICIPANTS Adults who underwent discectomy for a herniated lumbar disc, confirmed by magnetic resonance imaging, and signs of nerve root compression corresponding to the herniation level. INTERVENTION Early rehabilitation (exercise therapy) for 6 to 8 weeks, versus no referral, immediately after discharge. OUTCOME MEASURES In line with the recommended core outcome set, the co-primary outcomes were: functional status (Oswestry Disability Index); leg and back pain (numerical rating scale 0 to 10); global perceived recovery (7-point Likert scale); and general physical and mental health (SF12), assessed 3, 6, 9, 12 and 26 weeks after surgery. The outcomes for the economic evaluation were quality of life and costs, measured at 6, 12 and 26 weeks after surgery. RESULTS There were no clinically relevant or statistically significant overall mean differences between rehabilitation and control for any outcome adjusted for baseline characteristics: global perceived recovery (OR 1.0, 95% CI 0.6 to 1.7), functional status (MD 1.5, 95% CI -3.6 to 6.7), leg pain (MD 0.1, 95% CI -0.7 to 0.8), back pain (MD 0.3, 95% CI -0.3 to 0.9), physical health (MD -3.5, 95% CI -11.3 to 4.3), and mental health (MD -4.1, 95% CI -9.4 to 1.3). After 26 weeks, there were no significant differences in quality-adjusted life years (MD 0.01, 95% CI -0.02 to 0.04 points) and societal costs (MD -€527, 95% CI -2846 to 1506). The maximum probability for the intervention to be cost-effective was 0.75 at a willingness-to-pay of €32 000/quality-adjusted life year. CONCLUSION Early rehabilitation after lumbar disc surgery was neither more effective nor more cost-effective than no referral. TRIAL REGISTRATION Netherlands Trial Register NTR3156. [Oosterhuis T, Ostelo RW, van Dongen JM, Peul WC, de Boer MR, Bosmans JE, Vleggeert-Lankamp CL, Arts MP, van Tulder MW (2017) Early rehabilitation after lumbar disc surgery is not effective or cost-effective compared to no referral: a randomised trial and economic evaluation. Journal of Physiotherapy 63: 144-153].
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Affiliation(s)
- Teddy Oosterhuis
- Department of Health Sciences, Faculty of Earth and Life Sciences, VU University Amsterdam; the EMGO+ Institute for Health and Care Research, Amsterdam
| | - Raymond W Ostelo
- Department of Health Sciences, Faculty of Earth and Life Sciences, VU University Amsterdam; the EMGO+ Institute for Health and Care Research, Amsterdam; Department of Epidemiology and Biostatistics, VU University Medical Centre, Amsterdam
| | - Johanna M van Dongen
- Department of Health Sciences, Faculty of Earth and Life Sciences, VU University Amsterdam; the EMGO+ Institute for Health and Care Research, Amsterdam
| | - Wilco C Peul
- Department of Neurosurgery, Leiden University Medical Center, Leiden; Department of Neurosurgery, Medical Center Haaglanden, The Hague, the Netherlands
| | - Michiel R de Boer
- Department of Health Sciences, Faculty of Earth and Life Sciences, VU University Amsterdam; the EMGO+ Institute for Health and Care Research, Amsterdam
| | - Judith E Bosmans
- Department of Health Sciences, Faculty of Earth and Life Sciences, VU University Amsterdam; the EMGO+ Institute for Health and Care Research, Amsterdam
| | | | - Mark P Arts
- Department of Neurosurgery, Medical Center Haaglanden, The Hague, the Netherlands
| | - Maurits W van Tulder
- Department of Health Sciences, Faculty of Earth and Life Sciences, VU University Amsterdam; the EMGO+ Institute for Health and Care Research, Amsterdam
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Oosterhuis T, Westerman M, Suman A, Ostelo R, van Tulder M. Exercise regimens and physical activity after lumbar discectomy: Facilitators and barriers. J Sci Med Sport 2017. [DOI: 10.1016/j.jsams.2016.12.035] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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Oosterhuis T, Costa L, Maher C, de Vet H, van Tulder M, Ostelo R. Rehabilitation after lumbar disc surgery—an updated cochrane review. Physiotherapy 2015. [DOI: 10.1016/j.physio.2015.03.2072] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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Abstract
BACKGROUND Several rehabilitation programmes are available for individuals after lumbar disc surgery. OBJECTIVES To determine whether active rehabilitation after lumbar disc surgery is more effective than no treatment, and to describe which type of active rehabilitation is most effective. This is the second update of a Cochrane Review first published in 2002.First, we clustered treatments according to the start of treatment.1. Active rehabilitation that starts immediately postsurgery.2. Active rehabilitation that starts four to six weeks postsurgery.3. Active rehabilitation that starts longer than 12 months postsurgery.For every cluster, the following comparisons were investigated.A. Active rehabilitation versus no treatment, placebo or waiting list control.B. Active rehabilitation versus other kinds of active rehabilitation.C. Specific intervention in addition to active rehabilitation versus active rehabilitation alone. SEARCH METHODS We searched CENTRAL (2013, Issue 4) and MEDLINE, EMBASE, CINAHL, PEDro and PsycINFO to May 2013. SELECTION CRITERIA We included only randomised controlled trials (RCTs). DATA COLLECTION AND ANALYSIS Pairs of review authors independently assessed studies for eligibility and risk of bias. Meta-analyses were performed if studies were clinically homogeneous. The GRADE approach was used to determine the overall quality of evidence. MAIN RESULTS In this update, we identified eight new studies, thereby including a total of 22 trials (2503 participants), 10 of which had a low risk of bias. Most rehabilitation programmes were assessed in only one study. Both men and women were included, and overall mean age was 41.4 years. All participants had received standard discectomy, microdiscectomy and in one study standard laminectomy and (micro)discectomy. Mean duration of the rehabilitation intervention was 12 weeks; eight studies assessed six to eight-week exercise programmes, and eight studies assessed 12 to 13-week exercise programmes. Programmes were provided in primary and secondary care facilities and were started immediately after surgery (n = 4) or four to six weeks (n = 16) or one year after surgery (n = 2). In general, the overall quality of the evidence is low to very low. Rehabilitation programmes that started immediately after surgery were not more effective than their control interventions, which included exercise. Low- to very low-quality evidence suggests that there were no differences between specific rehabilitation programmes (multidisciplinary care, behavioural graded activity, strength and stretching) that started four to six weeks postsurgery and their comparators, which included some form of exercise. Low-quality evidence shows that physiotherapy from four to six weeks postsurgery onward led to better function than no treatment or education only, and that multidisciplinary rehabilitation co-ordinated by medical advisors led to faster return to work than usual care. Statistical pooling was performed only for three comparisons in which the rehabilitation programmes started four to six weeks postsurgery: exercise programmes versus no treatment, high- versus low-intensity exercise programmes and supervised versus home exercise programmes. Very low-quality evidence (five RCTs, N = 272) shows that exercises are more effective than no treatment for pain at short-term follow-up (standard mean difference (SMD) -0.90; 95% confidence interval (CI) -1.55 to -0.24), and low-quality evidence (four RCTs, N = 252) suggests that exercises are more effective for functional status on short-term follow-up (SMD -0.67; 95% CI -1.22 to -0.12) and that no difference in functional status was noted on long-term follow-up (three RCTs, N = 226; SMD -0.22; 95% CI -0.49 to 0.04). None of these studies reported that exercise increased the reoperation rate. Very low-quality evidence (two RCTs, N = 103) shows that high-intensity exercise programmes are more effective than low-intensity exercise programmes for pain in the short term (weighted mean difference (WMD) -10.67; 95% CI -17.04 to -4.30), and low-quality evidence (two RCTs, N = 103) shows that they are more effective for functional status in the short term (SMD -0.77; 95% CI -1.17 to -0.36). Very low-quality evidence (four RCTs, N = 154) suggests no significant differences between supervised and home exercise programmes for short-term pain relief (SMD -0.76; 95% CI -2.04 to 0.53) or functional status (four RCTs, N = 154; SMD -0.36; 95% CI -0.88 to 0.15). AUTHORS' CONCLUSIONS Considerable variation was noted in the content, duration and intensity of the rehabilitation programmes included in this review, and for none of them was high- or moderate-quality evidence identified. Exercise programmes starting four to six weeks postsurgery seem to lead to a faster decrease in pain and disability than no treatment, with small to medium effect sizes, and high-intensity exercise programmes seem to lead to a slightly faster decrease in pain and disability than is seen with low-intensity programmes, but the overall quality of the evidence is only low to very low. No significant differences were noted between supervised and home exercise programmes for pain relief, disability or global perceived effect. None of the trials reported an increase in reoperation rate after first-time lumbar surgery. High-quality randomised controlled trials are strongly needed.
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Affiliation(s)
- Teddy Oosterhuis
- VU UniversityDepartment of Health Sciences, Faculty of Earth and Life SciencesDe Boelelaan 1085AmsterdamNetherlands1081 HV
| | - Leonardo OP Costa
- Universidade Cidade de São PauloMasters in Physical TherapyRua Cesário Galeno 448São PauloBrazil03071‐000
| | - Christopher G Maher
- University of SydneyThe George Institute for Global HealthLevel 7, 341 George StSydneyNSWAustralia2000
| | - Henrica CW de Vet
- VU University Medical CenterDepartment of Epidemiology and Biostatistics, EMGO Institute for Health and Care ResearchPO Box 7057AmsterdamNetherlands1007 MB
| | - Maurits W van Tulder
- VU UniversityDepartment of Health Sciences, Faculty of Earth and Life SciencesDe Boelelaan 1085AmsterdamNetherlands1081 HV
| | - Raymond WJG Ostelo
- VU UniversityDepartment of Health Sciences, EMGO Institute for Health and Care ResearchPO Box 7057AmsterdamNetherlands1007 MB
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Russell M, Hill K, Day L, Oosterhuis T, Blackberry I, Dharmage SC. Predictors of long-term function in older community-dwelling people who have presented to an emergency department after a fall: a cohort study. Australas J Ageing 2014; 34:47-52. [PMID: 24382293 DOI: 10.1111/ajag.12126] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
AIM To identify factors predictive of function 12 months after a fall and emergency department (ED) presentation. METHODS This was a prospective cohort study with 608 older people who had a fall. After presentation and discharge from the ED, a baseline assessment was initially undertaken and then repeated after 12 months. The Human Activity Profile Adjusted Activity Score (HAP-AAS) at the 12-month follow-up assessment was the functional outcome measure. RESULTS Over the follow-up period, 37.3% (95% CI 33.4, 41.2) of participants declined in their HAP-AAS score. Increased age, pre-index fall functional impairment, poorer mobility/balance, and sustaining falls and severe injuries over the 12-month follow-up period were some of the factors predictive of a lower HAP-AAS score. CONCLUSION This study highlights the importance of preventing falls in the 12 months after discharge from an ED. Some of the factors identified as being predictive of lower function are the same as those previously found to be predictive of falls.
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Affiliation(s)
- Melissa Russell
- Department of Epidemiology and Biostatistics, School of Population and Global Health, The University of Melbourne, Parkville, Victoria, Australia; National Ageing Research Institute, Parkville, Victoria, Australia
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Oosterhuis T, van Tulder M, Peul W, Bosmans J, Vleggeert-Lankamp C, Smakman L, Arts M, Ostelo R. Effectiveness and cost-effectiveness of rehabilitation after lumbar disc surgery (REALISE): design of a randomised controlled trial. BMC Musculoskelet Disord 2013; 14:124. [PMID: 23560810 PMCID: PMC3623775 DOI: 10.1186/1471-2474-14-124] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/05/2013] [Accepted: 03/21/2013] [Indexed: 11/10/2022] Open
Abstract
Background Patients who undergo lumbar disc surgery for herniated discs, are advocated two different postoperative management strategies: a watchful waiting policy, or referral for rehabilitation immediately after discharge from the hospital. A direct comparison of the effectiveness and cost-effectiveness of these two strategies is lacking. Methods/Design A randomised controlled trial will be conducted with an economic evaluation alongside to assess the (cost-) effectiveness of rehabilitation after lumbar disc surgery. Two hundred patients aged 18–70 years with a clear indication for lumbar disc surgery of a single level herniated disc will be recruited and randomly assigned to either a watchful waiting policy for first six weeks or exercise therapy starting immediately after discharge from the hospital. Exercise therapy will focus on resumption of activities of daily living and return to work. Therapists will tailor the intervention to the individual patient’s needs. All patients will be followed up by the neurosurgeon six weeks postoperatively. Main outcome measures are: functional status, pain intensity and global perceived recovery. Questionnaires will be completed preoperatively and at 3, 6, 9, 12 and 26 weeks after surgery. Data will be analysed according to the intention-to-treat principle, using a linear mixed model for continuous outcomes and a generalised mixed model for dichotomous outcomes. The economic evaluation will be performed from a societal perspective. Discussion The results of this trial may lead to a more consistent postoperative strategy for patients who will undergo lumbar disc surgery. Trial registration Netherlands Trial Register:
NTR3156
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Affiliation(s)
- Teddy Oosterhuis
- Department of Health Sciences, Faculty of Earth and Life Science, VU University Amsterdam and the EMGO Institute for Health and Care Research, Amsterdam, The Netherlands.
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