Cost-effectiveness of minimal interventional procedures for chronic mechanical low back pain: design of four randomised controlled trials with an economic evaluation
© Maas et al.; licensee BioMed Central Ltd. 2012
Received: 26 November 2012
Accepted: 14 December 2012
Published: 28 December 2012
Minimal interventional procedures are frequently applied in patients with mechanical low back pain which is defined as pain presumably resulting from single sources: facet, disc, sacroiliac joint or a combination of these. Usually, these minimal interventional procedures are an integral part of a multidisciplinary pain programme. A recent systematic review issued by the Dutch Health Insurance Council showed that the effectiveness of these procedures for the total group of patients with chronic low back pain is yet unclear and cost-effectiveness unknown. The aim of the study is to evaluate whether a multidisciplinary pain programme with minimal interventional procedures is cost-effective compared to the multidisciplinary pain programme alone for patients with chronic mechanical low back pain who did not respond to conservative primary care and were referred to a pain clinic.
All patients with chronic low back pain who are referred to one of the 13 participating pain clinics will be asked to participate in an observational study. Patients with a suspected diagnosis of facet, disc or sacroiliac joint problems will receive a diagnostic block to confirm this diagnosis. If confirmed, they will be asked to participate in a Randomized Controlled Trial (RCT). For each single source a separate RCT will be conducted. Patients with a combination of facet, disc or sacroiliac joint problems will be invited for participation in a RCT as well. An economic evaluation from a societal perspective will be performed alongside these four RCTs. Patients will complete questionnaires at baseline, 3 and 6 weeks, 3, 6, 9 and 12 months after start of the treatment. Costs will be collected using self-completed cost questionnaires.
No trials are yet available which have evaluated the cost-effectiveness of minimal interventional procedures in patients with chronic mechanical low back pain, which emphasizes the importance of this study.
Trial registration number
National Trial Register: NTR3531
KeywordsChronic mechanical low back pain Minimal interventional procedures Multidisciplinary pain programme Economic evaluation
Non-specific low back pain is a widespread problem with major social and economical consequences [1, 2]. Non-specific low back pain contains 85 – 90% of the low back pain diagnoses and is defined as low back pain not attributable to a recognisable, known specific pathology (e.g. infection, tumour, osteoporosis or fracture) [3–5]. The majority of the patients with low back pain are successfully treated in primary care, approximately 10 – 15% will develop chronic (more than three months) symptoms. In The Netherlands, costs of low back pain were estimated at €3.5 billion in 2007 . Patients developing chronic symptoms are responsible for the majority of these healthcare and socio-economic costs . Additionally, based on demographic developments, it is expected that the number of people with back problems will increase in the coming years [7, 8]. Because of the enormous costs of this growing problem, effective interventions aimed at prevention and treatment of chronic low back pain are necessary.
In lower back pain, 80 – 90% is of mechanical origin [9, 10]. Mechanical back pain implies that the source of the pain is in the spine or its supporting structures . There is consensus among anaesthesiologists, that minimal interventional procedures are effective for patients with pain presumably resulting from single sources: facet, disc, sacroiliac (SI) joint or a combination of these (defined as mechanical low back pain) . This is at odds with recently performed systematic reviews and multidisciplinary international clinical guidelines. These concluded that there is no strong evidence that supports the effectiveness of minimal interventional procedures in patients with chronic low back pain [12–17]. Most likely due to a lack of Randomised Controlled Trials (RCTs) with a low risk of bias and adequate sample size [12, 18]. A recent systematic review issued by the Dutch Health Insurance Council (CVZ) showed that the effectiveness of minimal interventional procedures for the total group of patients with chronic low back pain is unclear and the cost-effectiveness unknown . Based on this lack of evidence, CVZ advised the Ministry of Health in The Netherlands not to reimburse minimal interventional procedures for patient with chronic low back pain within the Dutch public health insurance system. The anaesthesiologists standpoint is that they merely treat a subgroup of patients: patients with mechanical low back pain, for which they argue that minimal interventional procedure would be effective .
The aim of this project will be to provide a valid, reliable and precise answer to the question whether minimal interventional procedures supplementary to a multidisciplinary pain programme for patients with chronic mechanical low back pain who are referred to a pain clinic are more effective and cost-effective compared with the multidisciplinary pain programme alone.
In June 2012, the study was approved by the Medical Ethics Committee of the Erasmus Medical Centre in Rotterdam (registration number MEC-2012-079) and the study protocol was registered at the Dutch Trial Register (number NTR3531). Written informed consent will be obtained before entering the study.
In this study all patients aged between 18 and 70 years, referred to a pain clinic with suspected chronic mechanical low back pain and without improvement of symptoms after conservative treatment will be invited to participate in the observational study. Further inclusion criteria for the RCTs are: a) a 50% or more reduction in perceived pain at 30 minutes after a diagnostic block; or b) the provocative discography must be positive. According to the International Association for the Study of Pain (IASP) and the International Spinal Injection Society (ISIS), a provocative discography is positive when the familiar pain at the target level is provoked with a pain score of 7 out of 10, and two painless adjacent control discs are present .
Exclusion criteria are pregnancy; inability to complete the questionnaires; anticoagulant drug therapy and/or coagulopathy; Body Mass Index higher than 35; involvement in a work related conflict; severe psychiatric or psychological problems. Patients will be asked to complete five questionnaires, three of which serve to indicate whether patients with psychiatric or psychological complaints need to be excluded. Distress, depression, anxiety, somatisation, pain acceptance and pain coping strategies will be assessed with the Four-Dimensional Symptoms Questionnaire (4DSQ) [21, 22], the Chronic Pain Acceptance Questionnaire (CPAQ) [23, 24], Hospital Anxiety Depression Scale (HADS) [25, 26], Pain Coping Inventory (PCI) , and the Pain Cognition List (PCL) .
Only the 4DSQ (anxiety > 12; depression > 5; distress > 20; somatisation > 20), CPAQ (z-score > 2 in pain willingness) and PCL (z-score > 2 in catastrophizing and limitations) will be used for exclusion from the RCTs. Patients will be excluded if they score above the predefined thresh-hold in any of the questionnaires.
Patients are recruited in the pain-treatment clinics of the participating hospitals. General practitioners and medical specialists who referred patients to the pain clinics will be informed about participation of their patients in the study. The anaesthesiologists identify and inform potential participants from among their clinic’s patients. If a patient meets the eligibility criteria and agree to participate in the trial, the patient will be asked to sign an informed consent form.
Anaesthesiologists at the participating clinics will conduct the diagnostic tests and the minimal interventional procedures. Every participating pain clinic has a referral agreement with three or four physiotherapy practices in their region. These will provide a standardized exercise programme. The psychological interventions, if necessary, will take place in a usual care setting.
Multidisciplinary pain programme
Each patient will receive the exercise programme and psychological help (if necessary). The patient in the intervention group will receive the Minimal Interventional Procedures as well. Together, this will form the multidisciplinary pain programme. The selection of eligible patients in the diagnostic phase by performing a test block, as well as the exercise programme (which we standardized for the study) and the minimal interventional procedures are usual care at Dutch pain clinics, as described in the current guideline anaesthesiological pain control [11, 29].
All participants of the trials will receive a standardized exercise programme based on the guideline low back pain of the Royal Dutch Society for Physical Therapy . The programme consists of graded exercise therapy with focus on quality of movement (local stabilizers) and behavioural aspects, generally based on the programme of Lindström et al. [31, 32]. As the application of these guidelines can vary between physiotherapists, a standardized version of the original programme is developed for this study in cooperation with Sports Medical Center Papendal. All physiotherapists participating in the study have ample experience with exercise therapy with focus on behavioural aspects. Furthermore, all physiotherapists will follow a three to four hour introduction session prior to the study. The main aim of the exercise programme is restoring physical function. An individually graded exercise programme will be offered to the patient explaining that it is safe to move while increasing the level of activity. During the exercise programme the patient has an active role and the physical therapist acts as a coach and supervisor, using a hands-off approach. The entire programme will be spread over three months with a treatment range between eight to twelve hours (one to two sessions per week).
If necessary, the anaesthesiologist or physiotherapist can refer the patient to the psychologist. The patients will receive usual care.
Minimal interventional procedures
Patients with facet joint pain will receive radiofrequency lesion of the first ramus dorsalis at Lumbar vertebrae (L)3, L4, L5 and S1.
Patients with intervertebral disc pain will receive Intradiscal Electrothermal Therap (IDET) or Biacuplasty of the involved disc.
Patients with SI- joint pain will receive the Cooled radiofrequency, radiofrequency lesion pallisade technique or Simplicity III probe technique of the ramus dorsalis at L4, L5, S1, S2 and S3.
Patients with a combination of the single entities will be divided, after the clinical diagnosis, to a group who receives minimal interventional treatments (i.e. a combination of the interventions mentioned under 1, 2 and 3).
In both treatment groups, the patients are asked to refrain from any co-interventions during the intervention period. However, co-interventions after the initial intervention period will be monitored and evaluated. If patients in the non-interventional study group have not improved or recovered after three months, they will not receive interventional procedures but will return to the General Practitioner or medical specialist that had referred them to the pain clinic.
Baseline measurement & outcomes
The core set of primary outcomes recommended for low back pain research will be used . All web-based questionnaires will be assessed at baseline, three, six, nine and twelve months after the start of the treatment. Quality Adjusted Life Years (QALY), pain intensity and global perceived recovery will be assessed at three and six weeks as well.
The baseline questionnaire includes socio-demographic characteristics (age, gender, marital status etc.), the complaint history, all primary and secondary outcomes and patient expectation. Patient expectation will be assessed with the 10-point scale Credibility/Expectancy Questionnaire (CEQ) [34, 35].
There are three primary outcomes: pain intensity, global perceived recovery and functional status.
Pain intensity over the previous week will be measured on an 11-point Numerical Rating Scale (NRS) (0 = no pain to 10 = worst imaginable pain) . Among chronic low back pain patients, the NRS is the most appropriate, valid and reliable measurement [37, 38].
Global perceived recovery will be measured by self-assessment on a 7-point NRS ranging from ‘completely recovered’ to ‘worse than ever’, as for example described by Kamper et al. . This instrument is often used in low back pain research [35, 40].
Functional status will be measured according to the Dutch translation of the Oswestry Disability Index (ODI-NL) . This index consists of ten questions addressing common daily activities. Each question has six answer options, scored 0-5, from which 0 is related to ‘no restriction in daily activities’ to 5 ‘the most restrictions in daily activities’. The ODI has shown to be valid and reliable in chronic pain experience studies and is widely used in low back pain research [42, 43].
Health-related quality of life will be measured with the EuroQol (EQ-5D) . This questionnaire assesses five dimensions (mobility, self-care, usual activities, pain/discomfort and anxiety/depression) on a 3-point scale (no problems, moderate problems and severe problems). This questionnaire is widely used in cost-utility analyses, and for this purpose applied in the economic evaluation as well [45, 46].
Patient satisfaction will be assessed using a written 7-point NRS ranging from ‘not satisfied at all’ to ‘completely satisfied’. No gold standard is available for the measurement of patient satisfaction, but in spinal disorders a seven-point global question is recommended .
General health will be evaluated with the Rand-36 . This questionnaire consists of 36 questions, classified in eight subscales: physical functioning, social functioning, role limitations (physical problem), role limitations (emotional problem), mental health, pain, general health perception and health change. Scores (ranging from 0-100) are transformed so that a higher score indicates a better health status. The Dutch translation of the Rand-36 has been validated as well .
Chronic pain experiences is measured by the Multidimensional Pain Inventory (MPI) . The MPI contains 61 items divided into three parts. The first measures pain-relevant psychosocial aspects, and contains five scales. In the second part, the responses of the patient's partner to the pain (as perceived by the patient himself) are mapped out. Finally, an inventory is made of the frequency of common daily activities labelled as household chores, outdoor work, activities away from home and social activities, which together form the general activity level. The MPI (and its Dutch Language Version) is a valuable instrument for producing reliable and valid information for therapy-outcome studies with chronic pain patients .
The use of care in the pain clinics will be registered by local research nurses. They will register the type, amount and results of the diagnostic tests and treatments (interventional procedures) the patients receive. Costs of the multidisciplinary pain programme, other health care utilization, patient and family costs, and production losses will be included and relevant data collected using self-completed cost questionnaires . Work absenteeism will be measured with the Productivity and Disease Questionnaire (PRODISC), which includes all relevant aspects of the relationship between health and productivity. The PRODISC was developed and validated in samples of patients and employed people in the Netherlands . Costs will be valued using the guidelines published in the updated handbook for economic evaluations in the Netherlands . Absenteeism from paid work will be valued using the friction cost approach .
Overview of the data collection
Patient expectation (CEQ)
Pain Intensity (NRS)
Global perceived recovery (NRS)
Functional Status (ODI)
Patiënt satisfaction (NRS)
General health (Rand-36)
Chronic pain experience (MPI)
Work absenteeism (PRODISC)
Using a power of .9, alpha .05 and a correlation of .5 for repeated measurements, a total of 85 patients per group are needed to detect a clinically relevant mean difference of two points on the NRS for pain intensity (SD 4) . This difference of two points as Minimal Important Change in the NRS is based on a recent review . Anticipating potential study withdrawal (20%) 102 patients per group or 204 patients per randomized comparison are needed. In total, 816 patients need to be included in the four trials.
Through an ‘educated guess’ a SD of four was chosen, because no SD can be found in the literature. Though arbitrary, it is believed conservative, and will ensure that enough patients will be included to find clinically relevant effects, if present.
Patients who respond positively to the diagnostic test and give informed consent will be randomised to either a group that receives a multidisciplinary pain programme with the minimal interventional procedures, or a group receiving a multidisciplinary pain programme alone. The randomisation will be performed by a local research nurse in each of the participating pain clinics, using a computerised random number generator. The randomisation list is developed centrally. Therefore, the research nurse does not have any influence on the procedure and the treatment allocation is concealed. Randomisation will be stratified for the participating pain clinics. No treatment will be given prior to randomisation.
In this pragmatic trial patients and care providers cannot be blinded. Because all outcome measures are self-reported by the patient, the outcome measurement is not blinded either. Data analysis will be conducted blinded for treatment allocation and blinding will only be finished after the final analyses have been concluded. To ensure data will be analysed anonymously, all patients will be assigned a unique number. To evaluate whether lack of blinding is associated with bias, expectations and preferences of patients will be measured before randomisation and after treatment allocation. Patient satisfaction will be measured after treatment and during follow-up.
Baseline data will be presented comparing the two treatment groups. Intention-to-treat analysis will be conducted for each follow-up moment. Missing data will be imputed with multiple imputation techniques [56, 57]. The 95%-confidence intervals will be calculated for the difference of percentages (Chi-square distribution) and means (T-distribution) for dichotomous and continuous outcome variables, respectively. In case of unequal distributions of prognostic factors, multivariate analysis techniques will be used to correct for these between-group differences in prognosis. Multilevel analyses will be performed, with patient, pain clinic, and time of measurement as levels. The threshold of statistical significance is set at p < 0.05. Characteristics of patients with missing follow-up data will be compared to those with complete data to identify possible selective drop-out.
Economic evaluation from a societal perspective
The economic evaluation will be performed according to the intention-to-treat principle and from a societal perspective. Costs of the minimal interventional procedures, physiotherapy, other health care utilization, patient and family costs, and costs of production losses will be measured and valued. Data are collected through self-completed cost questionnaires.
Missing costs and effect data will be imputed using multiple imputation according to the Multivariate Imputation by Chained Equations procedure corrected and accelerated (Bca) bootstrapping with 5000 replications will be used to estimate confidence intervals around differences in total costs between treatment groups [58, 59].
A cost-effectiveness and a cost-utility analysis will be performed. Incremental cost-effectiveness ratios will be calculated by dividing the difference in mean costs by the difference in the mean effects of the two treatment groups. Using a primary clinical effect measures of the trial, for instance pain intensity. Cost-utility will be based on the EQ-5D and expressed in costs per QALY. Uncertainty surrounding incremental cost-effectiveness and cost-utility ratios will be estimated using bootstrapping techniques and graphically presented in cost-effectiveness and cost utility planes. Cost-effectiveness acceptability curves and net monetary benefit will also be estimated. Sensitivity analyses on the most important cost drivers will be performed in order to assess the robustness of the results.
The importance of this study is emphasized by the fact that a recent report did not show consensus regarding the effectiveness of minimal interventional procedures for low back pain . This is primarily due to the lack of RCTs with a low risk of bias and an adequate sample size. Conversely, minimal interventional procedures are widely used by anaesthesiologists. Recently published clinical guidelines of the Dutch Society of Anaesthesiologists recommend minimal interventional procedures for a subgroup of patients with low back pain: patients with mechanical low back pain . The decision whether reimbursement of minimal interventional procedures in the Dutch public health insurance system should be continued needs to be made based upon scientific evidence. At this moment it is unclear whether reimbursement should be stopped for the whole group or continued for the subgroup of patients with mechanical low back pain. These four RCTs, including an economic evaluation are designed to provide in this lacking information.
At present, one of the applicants of this study protocol supervises three randomised, double-blind trials that evaluate the efficacy of 1) radiofrequency denervation of the first ramus dorsalis at L3, L4, L5 and S1 in patients with facet joint pain, of 2) radiofrequency denervation of the ramus communicans in patients with intervertebral disc pain, and of 3) radiofrequency denervation of the ramus dorsalis at L5, S1, S2 in patients with SI joint pain. These three trials are placebo controlled and do not include economic evaluations. The current trials will be the first on this topic including an economic evaluation.
We did not choose to perform placebo-controlled experiments. However, because of the nature of the study, it was not desired to perform a placebo-controlled study either . Furthermore, both the ethics and feasibility of performing placebo injections are currently under debate [62, 63]. In our study it will not be possible to determine to what extent any observed benefits of the minimal interventional procedures are attributable solely to its placebo effect, which can be considered a limitation of this trial. The pragmatic nature of our RCTs mirrors daily practice which will improve the generalizability .
Based on clinical experience we hypothesize that for patients with chronic mechanical low back pain, a multidisciplinary pain programme with minimal interventional procedures will be more effective than a programme without these procedures. The main expected effect is short-term pain reduction, but it is likely that this will be associated with improved functioning and quality of life. The costs of minimal interventional procedures are approximately (depending on the treating hospital and the health insurance company) between €2500,- and €3500,- per treatment . We expect that the average costs of patients who receive minimal interventional procedures are higher than those of patients in the control group. However, if clinical outcomes are better minimal interventional procedures may be cost-effective if the incremental costs are worthwhile. Also, improved clinical outcomes and more rapid recovery might result in less additional health care consumption and lower costs of work absenteeism and consequently in lower additional costs.
This study will provide more knowledge on the treatment of chronic mechanical low back pain. Furthermore, results of this project will be included in future updates of the clinical guidelines of low back pain. The Dutch Association of Anaesthesiology supports this project and will use the results in a future update of their clinical guidelines. Finally, the results of this study will inform governmental policy regarding reimbursement of minimal interventional procedures for chronic mechanical low back pain. The results of the trials are expected to be available at the end of 2015.
Randomized controlled trial
Health insurance council
International association for the study of pain
International spinal injection society
Four-dimensional symptoms questionnaire
Chronic pain acceptance questionnaire
Hospital anxiety depression scale
Pain coping inventory
Pain cognition list
Intradiscal electrothermal therapy
Quality adjusted life years
Numerical rating scale
Oswestry disability index
Multidimensional pain inventory
Productivity and disease questionnaire
The authors acknowledge The Netherlands Organisation for Health Research and Development (ZonMw), and the Dutch Society for Anaesthesiology (NVA) for funding the study. Erasmus Medical Centre and VU University of Amsterdam are acknowledged for performing the study.
- 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-J AM Med Assoc. 2008, 299: 656-664. 10.1001/jama.299.6.656.View ArticleGoogle Scholar
- Manchikanti L, Singh V, Datta S, Cohen SP, Hirsch J: Comprehensive review of epidemiology, scope, and impact of spinal pain. Pain Physician. 2009, 12: 35-70.PubMedGoogle Scholar
- Koes BW, Van Tulder MW, Thomas S: Diagnosis and treatment of low back pain. BMJ. 2006, 332: 1430-1434. 10.1136/bmj.332.7555.1430.View ArticlePubMedPubMed CentralGoogle Scholar
- Krismer M, Van Tulder MW: Low back pain (non-specific). Best Prac Res Cl Rh. 2007, 21: 77-91. 10.1016/j.berh.2006.08.004.View ArticleGoogle Scholar
- Waddell G: Subgroups within “ nonspecific” low back pain. J Rheumatol. 2005, 32: 395-396.PubMedGoogle Scholar
- Lambeek LC, van Tulder MW, Swinkels I, Koppes LLJ, Anema JR, van Mechelen W: The trend in total cost of back pain in the Netherlands in the period 2002 to 2007. Spine. 2011, 36: 1050-1058. 10.1097/BRS.0b013e3181e70488.View ArticlePubMedGoogle Scholar
- Koes BW, van MW T, Poos MJJC: Volksgezondheid toekomst verkenning, nationaal kompas volksgezondheids bilthoven. Neemt het aantal mensen met nek- en rugklachten toe of af?. http://wwwnationaalkompasnl> Nationaal Kompas Volksgezondheid\Gezondheid en ziekte\Ziekten en aandoeningen\Bewegingsstelsel en bindweefsel\Nek- en rugklachten
- Freburger JK, Holmes GM, Agans RP, Jackman AM, Darter JD, Wallace AS, Castel LD, Kalsbeek WD, Carey TS: The rising prevalence of chronic low back pain. Arch Intern Med. 2009, 169: 251-258. 10.1001/archinternmed.2008.543.View ArticlePubMedPubMed CentralGoogle Scholar
- Cohen SP, Argoff CE, Carragee EJ: Management of low back pain. BMJ. 2008, 337:Google Scholar
- Deyo R, Weinstein J: Low back pain. N Engl J Med. 2001, 34: 363-370.View ArticleGoogle Scholar
- Van Zundert J, Huygen F, Patijn J, Van Kleef M: Praktische richtlijnen anesthesiologische pijnbestrijding, gebaseerd op klinische diagnosen. 2009, Maastricht: De TijdstroomGoogle Scholar
- Henschke N, Kuijpers T, Rubinstein SM, van Middelkoop M, Ostelo RWJG, Verhagen A, Koes BW, van Tulder MW: Injection therapy and denervation procedures for chronic low-back pain: a systematic review. Eur Spine J. 2010, 19: 1425-1449. 10.1007/s00586-010-1411-0.View ArticlePubMedPubMed CentralGoogle Scholar
- Aydin SM, Gharibo CG, Mehnert M, Stitik TP: The role of radiofrequency ablation for sacroiliac joint pain: a meta-analysis. PM&R. 2010, 2: 842-851.View ArticleGoogle 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, 34: 49-59.Google Scholar
- Chou R, Loeser JD, Owens DK, Rosenquist RW, Atlas SJ, Baisden J, Carragee EJ, Grabois M, Murphy DR, Resnick DK: Interventional therapies, surgery, and interdisciplinary rehabilitation for low back pain: an evidence-based clinical practice guideline from the american pain society. Spine. 2009, 34: 1066-1077. 10.1097/BRS.0b013e3181a1390d.View ArticlePubMedGoogle Scholar
- Koes BW, van Tulder MW, Lin CWC, Macedo LG, McAuley J, Maher C: An updated overview of clinical guidelines for the management of non-specific low back pain in primary care. Eur Spine J. 2010, 19: 2075-2094. 10.1007/s00586-010-1502-y.View ArticlePubMedPubMed CentralGoogle Scholar
- Niemisto L, Kalso EA, Malmivaara A, Seitsalo S, Hurri H: Radiofrequency denervation for neck and back pain (review). Cochrane Database Syst Rev. 2003, 28: 1877-1888. Art. No.: CD004058Google Scholar
- Henschke N, Kuijpers T, Rubinstein SM, van Middelkoop M, Ostelo RWJG, Verhagen A, Koes BW, van Tulder MW: Trends over time in the size and quality of randomized controlled trials of interventions for chronic low-back pain. Eur Spine J. 2012, 21: 375-382. 10.1007/s00586-011-2023-z.View ArticlePubMedGoogle Scholar
- Ligtenberg G, Staal PC, Roer Van Der N, Heymans J: Behandeling van chronische aspecifieke lage rugklachten. Beoordeling injectie- en denervatietechnieken. 2011, Diemen: College voor Zorgverzekeringen, 24-33.Google Scholar
- Bogduk N: Lumbar disc stimulation. Practice guidelines for spinal diagnostic and treatment procedures. Edited by: Bogduk N. 2004, San Francisco: International Spine Intervention SocietyGoogle Scholar
- Terluin B, van Marwijk H, Adèr H, de Vet H, Penninx B, Hermens M, van Boeijen C, van Balkom A, van der Klink J, Stalman W: The four-dimensional symptom questionnaire (4DSQ): a validation study of a multidimensional self-report questionnaire to assess distress, depression, anxiety and somatization. BMC Psychiatry. 2006, 6: 34-10.1186/1471-244X-6-34.View ArticlePubMedPubMed CentralGoogle Scholar
- Terluin B: Wat meet de vierdimensionale klachtenlijst (4DKL) in vergelijking met enkele bekende klachtenlijsten. TSG. 1998, 76: 435-441.Google Scholar
- Geiser DS: PhD thesis. A comparison of acceptance-focused and control-focused psychological treatments in a chronic pain treatment center. 1992, Reno, NV: University of NevadaGoogle Scholar
- Reneman MF, Dijkstra A, Geertzen JHB, Dijkstra PU: Psychometric properties of chronic pain acceptance questionnaires: a systematic review. Eur J Pain. 2010, 14: 457-465. 10.1016/j.ejpain.2009.08.003.View ArticlePubMedGoogle Scholar
- Zigmond AS, Snaith RP: The hospital anxiety and depression scale. Acta Psychiatr Scand. 1983, 67: 361-370. 10.1111/j.1600-0447.1983.tb09716.x.View ArticlePubMedGoogle Scholar
- Spinhoven P, Ormel J, Sloekers P, Kempen G, Speckens A, Hemert AM: A validation study of the hospital anxiety and depression scale (HADS) in different groups of dutch subjects. Psychol Med. 1997, 27: 363-370. 10.1017/S0033291796004382.View ArticlePubMedGoogle Scholar
- Kraaimaat FW, Evers AWM: Pain-coping strategies in chronic pain patients: psychometric characteristics of the pain-coping inventory (PCI). Int J Behav Med. 2003, 10: 343-363. 10.1207/S15327558IJBM1004_5.View ArticlePubMedGoogle Scholar
- Vlaeyen JWS, Geurts SM, Kole-Snijders AMJ, Schuerman JA, Groenman NH, Eek H: What do chronic pain patients think of their pain? towards a pain cognition questionnaire. Brit J Clin Psychol. 1990, 29: 383-394. 10.1111/j.2044-8260.1990.tb00901.x.View ArticleGoogle Scholar
- Airaksinen O, Brox JI, Cedraschi C, Hildebrandt J, Klaber-Moffett J, Kovacs F, Mannion AF, Reis S, Staal JB, Ursin H, Zanoli G: European guidelines for the management of chronic non-specific low back pain. Eur Spine J. 2004, 15: 192-300.View ArticleGoogle Scholar
- Bekkering G, Hendriks H, Koes B, Oostendorp R, Ostelo R, Thomassen J, Tulder MW: KNGF guideline low back pain. Ned Tijdschr Fysiother. 2005, 111: 1-24.Google Scholar
- Lindström I, Öhlund C, Eek C, Wallin L, Peterson LE, Fordyce WE, Nachemson AL: The effect of graded activity on patients with subacute low back pain: a randomized prospective clinical study with an operant-conditioning behavioral approach. Phys Ther. 1992, 72: 279-290.PubMedGoogle Scholar
- Lindström I, Ohlund C, Nachemson A: Physical performance, pain, pain behavior and subjective disability in patients with subacute low back pain. Scan J Rehabil Med. 1995, 27: 153-160.Google Scholar
- Bombardier C: Outcome assessments in the evaluation of treatment of spinal disorders: summary and general recommendations. Spine. 2000, 25: 3100-3103. 10.1097/00007632-200012150-00003.View ArticlePubMedGoogle Scholar
- Kazdin AE: Therapy outcome questions requiring control of credibility and treatment-generated expectancies. Behav Ther. 1979, 10: 81-93. 10.1016/S0005-7894(79)80011-8.View ArticleGoogle Scholar
- Devilly GJ, Borkovec TD: Psychometric properties of the credibility/expectancy questionnaire. J Behav Ther Exp Psy. 2000, 31: 73-86. 10.1016/S0005-7916(00)00012-4.View ArticleGoogle Scholar
- Downie WW, Leatham PA, Rhind VM, Wright V, Branco JA, Anderson JA: Studies with pain rating scales. Ann Rheum Dis. 1978, 37: 378-381. 10.1136/ard.37.4.378.View ArticlePubMedPubMed CentralGoogle Scholar
- Grotle M, Brox JI, Vøllestad NK: Concurrent comparison of responsiveness in pain and functional status measurements used for patients with low back pain. Spine. 2004, 29: 492-501. 10.1097/01.brs.0000143664.02702.0b.View ArticleGoogle Scholar
- Childs JD, Piva SR, Fritz JM: Responsiveness of the numeric pain rating scale in patients with low back pain. Spine. 2005, 30: 1331-1334. 10.1097/01.brs.0000164099.92112.29.View ArticlePubMedGoogle Scholar
- Kamper SJ, Maher CG, Herbert RD, Hancock MJ, Hush JM, Smeets RJ: How little pain and disability do patients with low back pain have to experience to feel that they have recovered?. Eur Spine J. 2010, 19: 1495-1501. 10.1007/s00586-010-1366-1.View ArticlePubMedPubMed CentralGoogle Scholar
- Beurskens AJ, de Vet HC, Kökeb AJ, Lindeman E, van der Heijden GJ, Regtope W, Knipschild PG: A patient-specific approach for measuring functional status in low back pain. J Manip Physiol Ther. 1999, 22: 144-148. 10.1016/S0161-4754(99)70127-2.View ArticleGoogle Scholar
- Fairbank JC, Couper J, Davies JB, O’Brien JP: The Oswestry low back pain disability questionnaire. Phys Ther. 1980, 66: 271-273.Google Scholar
- Davidson M, Keating JL: A comparison of five low back disability questionnaires: reliability and responsiveness. Phys Ther. 2002, 82: 8-24.PubMedGoogle Scholar
- Fisher K, Johnston M: Validation of the oswestry low back pain disability questionnaire, its sensitivity as a measure of change following treatment and its relationship with other aspects of the chronic pain experience. Physiother Theory Pract. 1997, 13: 67-80. 10.3109/09593989709036449.View ArticleGoogle Scholar
- Kind P: The Euroqol Instrument: an index of health-related quality of life. Quality of life and pharmacoeconomics in clinical trials. Edited by: Spilker B. 1996, Philadelphia: Lippincott-Raven Publishers, 191-201.Google Scholar
- Gold MR PD, Torrance GW, Fryback DG, Hadorn DC, Kamlet MS, Daniels N, Weinstein MC: Identifying and valuing outcomes. Cost-effectiveness in Health and Medicine. Edited by: Gold MR SJ, Russell LB, Weinstein MC. 1996, New York: Oxford University Press, 82-134.Google Scholar
- Deyo RA, Battie M, Beurskens A, Bombardier C, Croft P, Koes B, Malmivaara A, Roland M, Von Korff M, Waddell G: Outcome measures for low back pain research: a proposal for standardized use. Spine. 1998, 23: 2003-2013. 10.1097/00007632-199809150-00018.View ArticlePubMedGoogle Scholar
- Hays RD, Morales LS: The RAND-36 measure of health-related quality of life. Ann Med. 2001, 33: 350-357. 10.3109/07853890109002089.View ArticlePubMedGoogle Scholar
- VanderZee KI, Sanderman R, Heyink JW, de Haes H: Psychometric qualities of the RAND 36-Item Health Survey 1.0: a multidimensional measure of general health status. Int J Behav Med. 1996, 3: 104-122. 10.1207/s15327558ijbm0302_2.View ArticlePubMedGoogle Scholar
- Kerns RD, Turk DC, Rudy TE: The west haven-yale multidimensional pain inventory (WHYMPI). Pain. 1985, 23: 345-356. 10.1016/0304-3959(85)90004-1.View ArticlePubMedGoogle Scholar
- Lousberg R, Van Breukelen GJP, Groenman NH, Schmidt AJM, Arntz A, Winter FAM: Psychometric properties of the multidimensional pain inventory, dutch language version (MPI-DLV). Behav Res Ther. 1999, 37: 167-182. 10.1016/S0005-7967(98)00137-5.View ArticlePubMedGoogle Scholar
- Goossens MEJB, Mölken MPMH, Vlaeyen JWS, van der Linden SMJP: The cost diary: a method to measure direct and indirect costs in cost-effectiveness research. J Clin Epidemiol. 2000, 53: 688-695. 10.1016/S0895-4356(99)00177-8.View ArticlePubMedGoogle Scholar
- Koopmanschap MA: PRODISQ: a modular questionnaire on productivity and disease for economic evaluation studies. Expert Rev Pharmacoecon Outcomes Res. 2005, 5: 23-28. 10.1586/14737184.108.40.206.View ArticlePubMedGoogle Scholar
- van Hakkaart Roijen L, Tan SS, Bouwmans CAMB: Handleiding voor kostenonderzoek, methoden en standaard kostprijzen voor economische evaluaties in de gezondheidszorg. 2011, Diemen: Institute for Medical technology Assessment Erasmus University RotterdamGoogle Scholar
- Koopmanschap MA, Rutten F: A practical guide for calculating indirect costs of disease. PharmacoEconomics. 1996, 10: 460-466. 10.2165/00019053-199610050-00003.View ArticlePubMedGoogle Scholar
- Ostelo RWJG, Deyo RA, Stratford P, Waddell G, Croft P, Von Korff M, Bouter LM, de Vet HC: Interpreting change scores for pain and functional status in low back pain: towards international consensus regarding minimal important change. Spine. 2008, 33: 90-94. 10.1097/BRS.0b013e31815e3a10.View ArticlePubMedGoogle Scholar
- Rubin DB: Multiple imputation for nonresponse in surveys. 1987, New York: John Wiley & SonsView ArticleGoogle Scholar
- Groenwold RHH, Donders ART, Roes KCB, Harrell FE, Moons KGM: Dealing with missing outcome data in randomized trials and observational studies. Am J Epidemiol. 2012, 175: 210-217. 10.1093/aje/kwr302.View ArticlePubMedGoogle Scholar
- Chernick MR: Bootstrap methods: A guide for practitioners and researchers. 1999, Hoboken: Wiley-InterscienceGoogle Scholar
- Van Buuren S, Boshuizen HC, Knook DL: Multiple imputation of missing blood pressure covariates in survival analysis. Stat Med. 1999, 18: 681-694. 10.1002/(SICI)1097-0258(19990330)18:6<681::AID-SIM71>3.0.CO;2-R.View ArticlePubMedGoogle Scholar
- Ligtenberg G, Staal PC, van der Roer N, Heymans J: Behandeling van chronische aspecifieke lage rugklachten. 2011Google Scholar
- Drummond MF, Sculpher MJ, Torrance GW, O’brien BJ, Stoddart GL: Methods for the economic evaluation of health care programmes. 2005, Oxford: Oxford University PressGoogle Scholar
- McGuirk S, Fahy C, Costi D, Cyna AM: Use of invasive placebos in research on local anaesthetic interventions. Anaesthesia. 2011, 66: 84-91. 10.1111/j.1365-2044.2010.06560.x.View ArticlePubMedGoogle Scholar
- Cahana A, Romagnioli S: Not all placebo’s are the same: a debate on the ethics of placebo use in clinical trials versus clinical practice. J Anesth. 2007, 21: 102-105. 10.1007/s00540-006-0440-7.View ArticlePubMedGoogle Scholar
- Drummond MF, Manca A, Sculpher MJ: Increasing the generalizability of economic evaluations: recommendations for the design, analysis, and reporting of studies. Int J Technol Assess Health Care. 2005, 21: 165-171.PubMedGoogle Scholar
- Erasmus MC: Passantenprijslijst. 2012, http://wwwerasmusmcnl/cs-patientenzorg/372137/379086/Passantenprijslijst_Erasmus_MC_2012_mei-decpdf 2012, 1:1-45Google Scholar
- The pre-publication history for this paper can be accessed here:http://www.biomedcentral.com/1471-2474/13/260/prepub
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