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Effectiveness of a multidisciplinary BIOPSYCHOSOCIAL intervention for non-specific SUBACUTE low back pain in a working population: a cluster randomized clinical trial



Low back pain (LBP) is a multifactorial condition with individual and societal impact that affects populations globally. Current guidelines for the treatment of LBP recommend pharmacological and non-pharmacological strategies. The aim of this study was to compare usual clinical practice with the effectiveness of a biopsychosocial multidisciplinary intervention in reducing disability, severity of pain and improving quality of life in a working population of patients with subacute (2–12 weeks), non-specific LBP.


Longitudinal cluster randomized clinical trial conducted in 39 Primary Health Care Centres (PHCC) of Barcelona, with patients aged 18–65 years (n = 501; control group = 239; 26 PHCC, intervention group = 262; 13 PHCC). The control group received usual clinical care. The intervention group received usual clinical care plus a biopsychosocial multidisciplinary intervention, which consisted of physiotherapy, cognitive-behavioural therapy and medication. The main outcomes were changes in the Roland Morris Disability Questionnaire (RMDQ), and the minimal clinically important differences. Secondary outcomes were changes in the McGill Pain (MGPQ) and Quality of Life (SF-12) questionnaires. Assessment was conducted at baseline, 3 and 12 months. Analysis was by intention-to-treat and analyst-blinded. Multiple imputations were used.


Of the 501 enrolled patients, 421 (84%) provided data at 3 months, and 387 (77.2%) at 12 months. Mean age was 46.8 years (SD: 11.5) and 64.7% were women. In the adjusted analysis of the RMDQ outcome, only the intervention group showed significant changes at 3 months (− 1.33 points, p = 0.005) and at 12 months (− 1.11 points, p = 0.027), but minimal clinically important difference were detected in both groups. In the adjusted analysis of the RMDQ outcome, the intervention group improvement more than the control group at 3 months (− 1.33 points, p = 0.005) and at 12 months (− 1.11 points, p = 0.027). The intervention group presented a significant difference. Both groups presented a minimal clinically important difference, but more difference in the intervention group. The intervention group presented significant differences in the MGPQ scales of current pain intensity and VAS scores at 3 months. No statistically significant differences were found in the physical and mental domains of the SF-12.


A multidisciplinary biopsychosocial intervention in a working population with non-specific subacute LBP has a small positive impact on disability, and on the level of pain, mainly at short-term, but no difference on quality of life.

Trial registration

ISRCTN21392091 (17 oct 2018) (Prospectively registred).

Peer Review reports


Low back pain (LBP) is a common health problem that affects approximately 80–85% of the general population at least once in their lifetime and has a global prevalence between 17 and 32%, of which 11–12% are disabled by this condition [1, 2]. In a recent survey conducted in Spain, LBP was highly prevalent (50.9%) at all ages, but especially in the working age population (18–65 years old) [3].

The Global Burden of Disease 2010 ranks LBP amongst the top ten causes of DALYs (disability-adjusted life years) [2]. Consequently, LPB is associated with a huge individual and societal burden and remains a frequent reason for medical consultation globally [4]. In Spain alone, LBP generates over 2 million annual consultations in primary care (ENSE 2011/12) [5].

Despite the wide range of treatments and health-care resources devoted to LBP, back-related disability and burden have increased, in recent years [6]. A study carried out in 36 Primary Health Care Centres (PHCC) in Spain showed that despite guideline-based management, the pain continued in 37% and had worsened in 10% of patients after two months [7]. The natural history of LBP can be extremely variable and recurrences are common, with, approximately 65% of patients still experiencing pain one year after the onset of this condition [8, 9].

It is generally accepted that subacute LBP occurs after a period of at least 6 months without LBP, and that it has a duration between 2 and 12 weeks [10]. Research conducted in Spain reported changes in disability, pain and quality of life after 2 weeks of LBP [11]. Once the subacute episode has been established, early interventions are recommended to avoid deterioration, even if it is considered that approximately one third of patients have a favourable evolutions [6].

Compared to no treatment and to other guideline recommendations, recent evidence-based studies support a multidisciplinary approach to ameliorate LBP [6]. Accordingly, it has been suggested that the timely integration of multidisciplinary treatment strategies that include physiotherapy, cognitive-behavioural therapy and medication for patients with non-specific subacute LBP, might reduce the individual and social impact [12]. Following a systematic review by Kamper et al. (2014), who adopted the term ‘multidisciplinary biopsychosocial rehabilitation’ to integrate education and physiotherapy with cognitive-behavioural psychology with the aim to improve disability and function, [9] the current NICE guidelines (2016) recommend early multidisciplinary management [13].

Lastly, the main objective of the current study was to evaluate the change in disability using the validated Spanish version of the Roland Morris Disability questionnaire (RMDQ) across the intervention and its association with minimal clinically important differences. The second goal were to assess changes in pain intensity using the McGill Pain Questionnaire (MGPQ) and in quality of life as measured by the Short Form 12-Item (SF-12).



An analyst-blinded longitudinal cluster randomized controlled clinical trial was conducted. Patients with non-specific subacute LBP treated with a multidisciplinary approach (intervention group) were compared with a control group receiving only usual clinical care. (Current Controlled Trials identifier: ISRCTN21392091) (17 oct 2018) (Prospectively registred). The study protocol has been previously published [12].


The trial was conducted in the primary care setting. A total of 39 PHCCs located in Barcelona and its greater metropolitan area participated in the project.

Study population

Patients were included if they presented LBP lasting between 2 and 12 weeks, and if they did not have a history of LBP during the 6 months prior to the current episode [10, 14]. Participants were active workers, aged between 18 and 65 years, they had to understand Catalan or Spanish and were required to be contactable for at least twelve months after the onset of the study. Exclusion criteria were as follows: patients unwilling to participate; LBP that coexisted with cognitive impairment or psychiatric disorders; other causes of disability which impeded responding to the questionnaires; pregnancy and breast-feeding; physical problems in the preceding 3 months; and a diagnosis of fibromyalgia. In addition, the GP had to certify that no signs or symptoms frequently associated with specific LBP or potentially severe illnesses were present. Detailed information about the recruitment procedure has been published elsewhere [12].

Randomization (see flowchart-Fig. 1)

Randomization was by cluster, and the randomization unit was the PHCC. A cluster design was used because the intervention was delivered to groups and to minimize contamination. After the PHCC agreed to participate, they were allocated either to the control or the intervention group. During recruitment, the GPs of the PHCC, who knew about the allocation (intervention or control), identified the patients consulting for new episodes of subacute LBP. The patients who met the inclusion criteria were invited to participate, without knowing the allocation of their PHCC. All patients signed the informed consent form.

Fig. 1

Study Flow chart. Notes: PHCC = Primary Health Care Centres; GP = General practitioner; ICS = Catalan Institute of Health. LBP = Low Back Pain

Intervention design

Table 1 shows the treatment components of the intervention and the control groups. Both groups received guideline-based pharmacological treatment. Participants in the control group received usual clinical care, based on the Clinical Guidelines for Lumbar Spine Disorders in Adults published by the Catalan Institute of Health [15]. Patients allocated to the intervention group received the same care described for the control group, plus the Spanish version of the educational booklet “The Back Manual” [16, 17] and some audio visual materials.

Table 1 Components of the biopsychosocial multidisciplinary intervention and usual care

The intervention was conducted by a GP and/or nurse, a psychologist and a physiotherapist. The programme lasted a total of 10 h, as explained in Table 1. Sessions took place during the week and lasted between 90 and 120 min. To maximise participant adherence to the group sessions, different times were offered. Each group included between 6 and 12 participants and some PHCCs had more than one group receiving the same intervention. To guarantee the standardisation of the group sessions, only one qualified psychologist and one physiotherapist with expertise in group interventions implemented the intervention in all PHCCs. At the end of the study, the control group also received the educational booklet and the audio-visual material.

Outcomes measures

The main outcome measurement was change in disability as measured by the Roland Morris Disability Questionnaire (RMDQ) [18], translated and validated into Spanish [19] (scale 0–24; lower scores indicate less disability). A minimal clinically important difference in disability under 2.5 RMDQ points compared to the baseline value for subacute and chronic patients was considered negligible [20, 21].

Secondary outcome measurements were: intensity of pain, as evaluated with the Spanish version of the McGill Pain Questionnaire (MGPQ) (McGill Pain Questionnaire, Melzac, 1975) [22, 23], which assesses 3 parameters with 3 dimensions (sensorial, affective and evaluative): Total Intensity Score (scale 0–14), Current Intensity Score (scale 0–5) and Visual Analogical Scale (VAS, scale 0–10); and the mental and physical health-related quality of life, measured with the Spanish version of Short Form 12 version 1 [24] (SF-12, scale 0–100; lower scores indicate worse health related quality of life).

The main independent variable was the intervention arm: biopsychosocial multidisciplinary intervention, or usual clinical care.

Data collection and follow-up

All participants were invited to attend the PHCC for outcome assessments. They were assessed at baseline and at 3 and 12 months. To maximise patient’s adherence and to avoid loss of participants, patients received a phone call at 6 months. Detailed socio-demographic and clinical variables have been published elsewhere [12].

For each assessment, the same two expert psychologists made up to three phone calls at different times during the day to book the appointments and performed the outcome measures by interviewing the participant, collected information by reviewing medical records, contacted the patient’s GP to inquire about their development (compliance and factors associated with low back pain) and answered questions about the study. A senior psychologist specialised in pain management conducted the intervention.

Sample size

The sample-size was calculated based on change in RMDQ at three months of follow up. To allow for the cluster randomization by PHCC, we considered an intraclass correlation coefficient of 0.05. In order to detect a difference of 2.5 points between the two intervention arms with a standard deviation of 5.7, an alpha error of 0.05, a beta error of 0.20, and a 20% dropout rate, a sample size of 348 subjects was required per intervention arm, with a the total number of PHCCs of 36. PASS 15 “Test fot Two Means in a Cluster-Ramndomized Design” module (Utah, USA, was used to calculate sample size.

Statistical analysis

Data were analysed in accordance with CONSORT guidelines, extension to cluster randomized trials, and based on an intention-to-treat principle. The analysis was performed at the individual level using cluster data methods [25].

The intervention effect at each follow-up was assessed using the change (follow-up minus baseline) in the intervention group minus the change in the control group in the outcomes.

To address potential biases due to incomplete follow-up, multiple imputation by chained equations with 100 imputed datasets was applied to outcomes and covariates [26,27,28]. Estimates from each imputed dataset were combined following the rules outlined by Rubin [29]. After imputation, the distribution of observed and imputed values was practically equal.

Multivariate regression analysis of each outcome variable was performed for the imputed datasets, taking into account the cluster effect in the models. We conducted linear or logistic mixed-effects model and linear or logistic regression adjusting the standard error for the cluster effect of the PHCC. The final models were adjusted for age, gender, baseline outcome measurement, and the significant confounder and significant interaction variables. We used mixed models and the function “mi estimate” in Stata. In these models, we added the variable PHCC as a cluster/multilevel effect. The linear mixed model was used in the cluster data, with two models for each time-point comparing changes at 3 months and at 12 months with baseline data.

Statistical significance was set at P < 0.05 (2-tailed). The analyses were performed using Stata/SE version 14.2 for Windows (Stata Corp. LP, College Station, TX, USA).


A total of 501 subjects were included in the study; 262 subjects (13 PHCC) were allocated to the intervention group and 239 subjects (26 PHCC) to the control group. After 3 and 12 months, 421 (84%) and 387 (77.2%) participants provided data, respectively. The losses were due to work incompatibility, caregiving duties and lack of interest in the study (see Flowchart, Fig. 1). In general patients who dropped out were significantly younger.

Mean age of participants at baseline was 46.8 (SD: 11.5) years and 64.7% were women. Table 2 shows baseline socio-demographic characteristics and clinical variables, with no statistically significant differences between groups.

Table 2 Baseline socio-demographic characteristics and clinical variables

Table 3. In the adjusted analysis of the RMDQ outcome, the intervention group improvement more than the control group at 3 months (− 1.33 points, 95% CI: − 2.22 to − 0.45, p = 0.005) and at 12 months (− 1.11 points, 95% CI: − 2.08 to − 0.13, p = 0.027). The intervention group presented a significant difference. A minimal clinically important difference was achieved in both groups, with a difference over 3.5 points in the intervention group compared with baseline at each time-point (3.8 RMDQ points at 3 months and 5.1 RMDQ points at 12 months).

Table 3 Changes in the Roland-Morris Disability, McGill Pain and SF-12 questionnaires between groups at follow-up (N = 501)

Regarding the level of pain in the adjusted analysis, a marginal difference was observed at 12 months in total intensity, in the intervention group (− 0.69 points; 95% CI: − 1.41 to 0.02; p = 0.058). However, the intervention group presented a significant differences at 3 months for current intensity score (− 0.32 points; 95% CI: − 0.63 to − 0.02; p = 0.040) and for VAS score (− 0.77 points; 95% CI: − 1.53 to − 0.01; p = 0.046).

The outcome of SF-12 increased in both groups during the follow-up period, but no statistically significant differences between groups on the physical and mental health domains were observed.


The aim of this study was to evaluate the effectiveness of a multidisciplinary biopsychosocial intervention in an active population with non-specific subacute LBP. The results shown in Table 3 were obtained with multiple imputation, although similar values were obtained ​​without multiple imputation (data not shown). The main results indicate statistically significant differences regarding disability and pain intensity, with a small effect in the intervention group. Although greater in the intervention group, minimal clinically important differences in disability were achieved in both groups. No differences were observed regarding quality of life.

The results of this trial agree with some studies on subacute and chronic LBP, where moderate quality evidence showed efficacy in contrast with a non-multidisciplinary rehabilitation [8, 10]. Our findings provide new information on the role of multidisciplinary biopsychosocial interventions delivered in groups in the primary care setting.

The initial study sample consisted of 696 participants and 36 PHCCs. Eventually, 501 participants from 39 PHCCs were recruited, since the period of recruitment was not extendable. Recruitment bias was detected, apparently the GPs of the intervention PHCC were more motivated to recruit. To balance the number of participants, more PHCCs were included in the control group.

The minimal clinically important difference for disability was over 2.5 RMDQ points. Kovacs et al. (2007) showed that an improvement in disability below 2.5 RMDQ points compared to their baseline in each group was clinically irrelevant in patients with subacute and chronic LBP. When analyzing each time-point, differences in disability were greater in the short term in both groups. A meta-analysis of LBP showed noticeable short-term improvement during the first six weeks with multiple treatments, but beyond this time improvement slowed [30]. Some other studies reported that compared with usual care, multidisciplinary rehabilitation reduces pain intensity and disability, mainly short-term (< 3 months) [31]. Specifically, Fritz (2015) evaluated the outcomes of early physiotherapy versus usual care, with moderate short-term improvement in disability and pain reduction, but no statistically significant improvement after 1 year [32].

We believe that the perceived improvement of disability may be sufficient for some participants but not all. Considering that over 50% of participants in this intervention were women, some studies indicated that patients with greater disability and worse quality of life were frequently women who suffered also from somatic and mood co-morbidities and perceived higher levels of pain [33,34,35]. In addition, Chow and colleagues pointed at factors that had been associated with persistent disabling LBP, namely maladaptive pain coping behaviour, high baseline functional impairment, and low general health status [36].

According to the MGPQ, short-term pain reduction was observed to be slightly better in the intervention group. However, some research indicates that minor improvements might be underestimated by patients with LBP that return to their activity or work when non-disabling pain persists [37, 38]. Other studies confirm positive results in pain reduction within six weeks, and emphasize the benefits of a multidisciplinary intervention [39]. For instance, Kamper and colleagues (2015) found that multidisciplinary biopsychosocial rehabilitation for subacute LBP was more effective than other physical interventions. In contrast, a systematic review conducted by the Cochrane Database 2017 did not find any evidence that this type of intervention was more effective than other treatments for subacute LBP [4].

The positive effect on disability and pain intensity was not corroborated by the results regarding quality of life. The lack of improvement in quality of life might be explained different levels of disability or pain at baseline. For some patients, the effect at follow-up might not achieve their expectations of improvement. In patients with levels of disability or pain that are moderate or low at baseline, the effect of the intervention will have a better perceived impact. Other findings suggest that early active physiotherapy can lead to improved outcomes in global health perception [34]. Interestingly, some authors define the relationship between physical activity and the risk of chronic LBP as a U-shaped distribution, i.e., both too little and excessive activity presented increased risks of chronic LBP and worse quality of life [36, 40, 41]. Other factors that intervene in the evolution of LBP include explaining the natural history of this condition and the implementation of the guidelines that seek to relieve or minimize pain.

Further research

Further research on complex interventions in LBP should consider the UK Medical Research Council (MRC) framework, which consists of several phases that can be iterated and that use qualitative and quantitative methods. This methodology includes the perspective of the patient throughout the study in order to design the intervention based on the population needs, preferences and experiences. The MRC methodology aims to design feasible, effective and sustainable interventions for the primary health care setting.

Finally, we must encourage the collaboration of primary care professionals and the community in everyday clinical practice and in large scale, multidisciplinary interventions.

Limitations of the study

The number of missing data was similar for both groups at three and 12 months of follow-up. However, the following were more likely to drop out of the study: younger people; people with a lower consumption of analgesics; and at 12 months follow-up, patients with lower family burden and better jobs.

Some confounding factors might limit the conclusions of this study. For instance, the differences in the profile of patients, since they were allocated by PHCC and socioeconomic status was not considered.

One of the most important limitations of the study was recruitment, since more PCHH were allocated to the control group than the intervention group.


The main conclusion of this study is that a multidisciplinary biopsychosocial intervention in a working population with non-specific subacute LBP has a small positive effect on disability and intensity of pain. Although greater in the intervention group, minimal clinically important differences were achieved in both groups. The results did not show any differences on quality of life.

The results of this biopsychosocial multidisciplinary intervention agree with previous studies, which also show limited effectiveness. The main advantage of delivering an intervention from a PHCC is geographical proximity, which should result in higher adherence. In patients with pain, travelling long distances has usually a negative physical and financial impact. Finally, the constellation of symptoms presented by patients with LBP still constitutes a challenge for medical and surgical decision making.

Availability of data and materials

The datasets used during the current study are available from the corresponding author on reasonable request.



General practitioner


Low back pain


McGill pain questionnaire


Non-steroidal anti-inflammatory drugs


Primary health care centre


Quality of life SF12


Roland morris disability questionnaire


Visual analogical scale


  1. 1.

    Zale EL, Lange KL, Fields SA, Ditre JW. The relation between pain-related fear and disability: a meta- analysis. J Pain. 2013;14:1019–30.

    Article  Google Scholar 

  2. 2.

    Vos T, Flaxman AD, Naghavi M, Lozano R, Michaud C, Ezzati M, et al. Years lived with disability (YLDs) for 1160 sequelae of 289 diseases and injuries 1990-2010: a systematic analysis for the global burden of disease study 2010. Lancet. 2012;380:2163–96.

    Article  Google Scholar 

  3. 3.

    Generalitat de Catalunya, Departament de Salut. Informe 2015 de l’Enquesta de salut de Catalunya (ESCA). ESCA. 2016;:99. Accessed 26 Aug 2019.

  4. 4.

    Marin TJ, Van Eerd D, Irvin E. Cocuban R. Malmivaara A, et al. Multidisciplinary biopsychosocial rehabilitation for chronic low back pain. Cochrane Database Syst Rev: Koes BW; 2017.

    Google Scholar 

  5. 5.

    Fernández-De-Las-Peñas C, Alonso-Blanco C, Hernández-Barrera V, Palacios-Ceña D, Jiménez-García R, Carrasco-Garrido P. Has the prevalence of neck pain and low back pain changed over the last 5 years? A population-based national study in Spain. Spine J. 2013;13:1069–76.

    Article  Google Scholar 

  6. 6.

    Foster N, Anema J, Cherkin D. al. Et. Prevention and treatment of low back pain: evidence, challenges, and promising directions. Lancet. 2018;6736:1–16.

    Google Scholar 

  7. 7.

    Kovacs FM, Fernandez C, Cordero A, Muriel A, Gonzalez-Lujan L. Gil del Real MT. Non-specific low back pain in primary care in the Spanish National Health Service: a prospective study on clinical outcomes and determinants of management BMCHealth ServRes. 2006;6:57.

    Google Scholar 

  8. 8.

    Richmond H, Hall AM, Copsey B, Hansen Z, Williamson E, Hoxey-Thomas N, et al. The effectiveness of cognitive behavioural treatment for non-specific low back pain: a systematic review and meta-analysis. PLoS One. 2015;10:1–20.

    Article  Google Scholar 

  9. 9.

    Anthony Delitto, PT, PhD. Steven Z. George, PT, PhD. Linda Van Dillen, PT, PhD. Julie M. Whitman, PT, DSc. Gwendolyn A. Sowa, MD P. Low Back Pain. J Orthop Sport Phys Ther. 2012.

  10. 10.

    Qaseem A, Wilt TJ, McLean RM, Forciea MA. Noninvasive treatments for acute, subacute, and chronic low back pain: a clinical practice guideline from the American College of Physicians. Ann Intern Med. 2017;166:514–30.

    Article  Google Scholar 

  11. 11.

    Kovacs FM, Abraira V, Zamora J, Fernández C. The transition from acute to subacute and chronic low back pain. Spine (Phila Pa 1976). 2005;30:1786–92.

    Article  Google Scholar 

  12. 12.

    Rodriguez-Blanco T, Fernandez-San-Martin I, Balague-Corbella M, Berenguera A, Moix J, Montiel-Morillo E, et al. Study protocol of effectiveness of a biopsychosocial multidisciplinary intervention in the evolution of non-specific sub-acute low back pain in the working population: cluster randomised trial. BMC Health Serv Res. 2010;10:12.

    Article  Google Scholar 

  13. 13.

    National Institute for Health and Clinical Excellence (NICE). Low back pain: Early management of persistent non-specific low back pain. Heal San Fr. 2009.

  14. 14.

    Kovacs FM, Abraira V, Zamora J, Fernandez C. The transition from acute to subacute and chronic low back pain: a study based on determinants of quality of life and prediction of chronic disability. Spine. 2005.

  15. 15.

    Bordas JM, Forcada J, GarcÍa JA, Joaniquet FX, Pellisé F, Mazeres O, et al. Guies de práctica clínica i material docent. Patologia de la columna lumbar en l’adult. Institut Català de la Salut: Barcelona; 2004.

    Google Scholar 

  16. 16.

    Kovacs F. El Manual de la Espalda. Palma de Mallorca: Fundació Kovacs; 2002.

  17. 17.

    Kovacs FM, Royuela A. The Efficacy of a Short Education Program and a Short Physiotherapy Program for Treating Low Back Pain in Primary Care A Cluster Randomized Trial The Efficacy of a Short Education Program and a Short Physiotherapy Program for Treating Low Back Pain in Pri. Spine (Phila Pa 1976). 2010;35 July 2016:483–496.

    Article  Google Scholar 

  18. 18.

    Roland M, Morris R. A study of the natural history of back pain. Part I: development of a reliable and sensitive measure of disability in low-back pain. Spine. 1983;8:141–4.

    CAS  Article  Google Scholar 

  19. 19.

    Kovacs FM, Llobera J, Gil del Real MT, Abraira V, Gestoso M, Fernandez C, et al. Validation of the spanish version of the Roland-Morris questionnaire. Spine. 2002.

  20. 20.

    Bombardier C, Hayden J, Beaton DE. Minimal clinically important difference. Low back pain: outcome measures. JRheumatol. 2001;28:431–8.

    CAS  Google Scholar 

  21. 21.

    Kovacs FM, Abraira V, Royuela A, Corcoll J, Alegre L, Cano A, et al. Minimal clinically important change for pain intensity and disability in patients with nonspecific low back pain. Spine. 2007;32:2915–20.

    Article  Google Scholar 

  22. 22.

    Melzack R. The McGill pain questionnaire: major properties and scoring methods. Pain. 1975;1:277–99.

    CAS  Article  Google Scholar 

  23. 23.

    Bejarano PF, Noriego RD, Rodriguez ML, Berrio GM. Evaluación del dolor: adaptación del cuestionario de Mc Gill. Rev Col Anest. 1985;13:321–51.

    Google Scholar 

  24. 24.

    Luo X, George ML, Kakouras I, Edwards CL, Pietrobon R, Richardson W, et al. Ovid: Reliability, Validity, and Responsiveness of the Short Form 12-Item Survey (SF-12) in Patients With Back Pain. Spine (Phila Pa 1976). 2003;28:1739–45.

    Google Scholar 

  25. 25.

    Ukoumunne OC, Gulliford MC, Chinn S, Sterne JA, Burney PG. Methods for evaluating area-wide and organisation-based interventions in health and health care: a systematic review. Heal TechnolAssess. 1999;3:iii–92.

    CAS  Google Scholar 

  26. 26.

    White IR, Royston P, Wood AM. Multiple imputation using chained equations: issues and guidance for practice. Stat Med. 2011;30:377–99.

    Article  Google Scholar 

  27. 27.

    Graham JW. Missing data: Analysis and design. New York, NY: Springer. In: Missing Data Analysis Design. 2016. p. C2012;2012.

  28. 28.

    Lee KJ, Simpson JA. Introduction to multiple imputation for dealing with missing data. Respirology. 2014;19:162–7.

    Article  Google Scholar 

  29. 29.

    Wiley J. Multiple imputation for nonresponse in surveys. 1987.

  30. 30.

    Smeets R, Köke A, Lin CW, Ferreira M, Demoulin C. Measures of function in low Back pain/disorders: low Back pain rating scale (LBPRS), Oswestry disability index (ODI), progressive Isoinertial lifting evaluation (PILE), Quebec Back pain disability scale (QBPDS), and Roland-Morris disability questionnaire. Arthritis Care Res. 2011;63(SUPPL. 11):158–73.

    Article  Google Scholar 

  31. 31.

    van Middelkoop M, Rubinstein SM, Verhagen AP, Ostelo RW, Koes BW, van Tulder MW. Exercise therapy for chronic nonspecific low-back pain. Best Pract Res Clin Rheumatol. 2010;24:193–204.

    Article  Google Scholar 

  32. 32.

    Fritz JM, Magel JS, McFadden M, Asche C, Thackeray A, Meier W, et al. Early physical therapy vs usual care in patients with recent-onset low back pain: a randomized clinical trial. JAMA - J Am Med Assoc. 2015;314:1459–67.

    CAS  Article  Google Scholar 

  33. 33.

    Stefane T, dos Santos A, Marinovic A. Chronic low back pain : pain intensity , disability and quality of life. Acta Paul Enferm. 2013;26:14–20.

    Article  Google Scholar 

  34. 34.

    Klemenc-Ketis Z. Predictors of health-related quality of life and disability in patients with chronic non-specific low back pain. Zdr Vestn. 2011;80:379–85.

    Google Scholar 

  35. 35.

    Korovessis P, Repantis T, Zacharatos S, Baikousis A. Low back pain and sciatica prevalence and intensity reported in a Mediterranean country: ordinal logistic regression analysis. Orthop. 2012;35:e1775–84.

    Article  Google Scholar 

  36. 36.

    Chou R, Shekelle P. Will this patient develop persistent disability low back pain? Jama. 2010;303:1295–302.

    CAS  Article  Google Scholar 

  37. 37.

    Cherkin DC, Sherman KJ, Balderson BH, Cook AJ, Anderson ML, Hawkes RJ, et al. Effect of mindfulness-based stress reduction vs cognitive behavioral therapy or usual care on back pain and functional limitations in adults with chronic low back pain: a randomized clinical trial. JAMA - J Am Med Assoc. 2016;315:1240–9.

    CAS  Article  Google Scholar 

  38. 38.

    Choi BKL, Verbeek JH, Tam WWS, Jiang JY. Exercises for prevention of recurrences of low-back pain. Occup Environ Med. 2010;67:795–6.

    Article  Google Scholar 

  39. 39.

    Kindermans HPJ, Huijnen IPJ, Goossens MEJB, Roelofs J, Verbunt JA, Vlaeyen JWS. “Being” in pain: the role of self-discrepancies in the emotional experience and activity patterns of patients with chronic low back pain. Pain. 2011;152:403–9.

    Article  Google Scholar 

  40. 40.

    Heneweer H, Vanhees L, Picavet HSJ. Physical activity and low back pain: a U-shaped relation? Pain. 2009;143:21–5.

    Article  PubMed  Google Scholar 

  41. 41.

    Lin CWC, McAuley JH, MacEdo L, Barnett DC, Smeets RJ, Verbunt JA. Relationship between physical activity and disability in low back pain: a systematic review and meta-analysis. Pain. 2011;152:607–13.

    Article  Google Scholar 

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We thank all patients and healthcare professionals who participated in the study for taking the time to share their experiences.

We also thank FM Kovacs for sharing invaluable experience and suggestions.


This study was supported by the Marató TV3 and a grant from the Primary Care Management Barcelona Ciutat-ICS. The funding body had not any role in the design of the study, the collection, analysis, and interpretation of data and in writing the manuscript.

RR was awarded the following two grants: “Beca Xb, per a la Realització de Tesis Doctorals”, by the Gerència territorial de Barcelona, Catalan Institute of Health and the “Beca ICS per a la capacitació en investigació i realització del doctorat a l’Atenció Primària”, by the IDIAP Jordi Gol together with the Catalan Institute of Health. The project received a research grant from the Carlos III Institute of Health, Ministry of Economy and Competitiveness (Spain), through the Network for Prevention and Health Promotion in Primary Care, reference RD16/0007/0001, co-funded with European Union ERDF funds (European Regional Development Fund).

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TR, MIF, EM, JM, MR, MJG, EN, MN, MP, RM, MB, CV and EPR designed the study. The study was coordinated by AB and EPR. TRB, MIF, EM, JM, MP, RM and EPR conducted the study. EM, JM, MJG and MP implemented the intervention. RR, AB, TR, MC, EPR and TLJ analysed and interpreted the data. RR, AB, TR, MAM, EPR, CV and TLJ drafted the manuscript and incorporated the amendments suggested by the co-authors. All authors have read and approved the final version of the manuscript.

Corresponding author

Correspondence to Anna Berenguera.

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Ethics approval and consent to participate

This study was approved by the Clinical Research Ethics Committee of the Institute of Research in Primary Health Care IDIAP Jordi Gol (P07/25). Confidentiality and anonymity of the data were ensured in accordance with the 15/1999 Data Confidentiality Law.

Informed Consent: The information was provided orally as well as written. Study subjects had sufficient opportunity to ask questions regarding study details. Informed consent followed the guidelines of the Helsinki Declaration.

Data confidentiality: Confidentiality and anonymity of the data was ensured, both in the implementation phase of the project and in presentations or publications resulting there from. Individual data was codified to ensure anonymity. Only researchers and monitors had access to the data.

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Not applicable.

Competing interests

None declared.

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Mas, R.R., López-Jiménez, T., Pujol-Ribera, E. et al. Effectiveness of a multidisciplinary BIOPSYCHOSOCIAL intervention for non-specific SUBACUTE low back pain in a working population: a cluster randomized clinical trial. BMC Health Serv Res 19, 962 (2019).

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  • Primary health care
  • Multidisciplinary biopsychosocial intervention
  • Non-specific subacute low back pain
  • Disability
  • Pain
  • Quality of life
  • Cognitive-behavioural therapy