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Fear of movement was associated with sedentary behaviour 12 months after lumbar fusion surgery in patients with low back pain and degenerative disc disorder

Abstract

Background

Movement behaviours, such as sedentary behaviour (SB) and moderate to vigorous physical activity (MVPA), are linked with multiple aspects of health and can be influenced by various pain-related psychological factors, such as fear of movement, pain catastrophising and self-efficacy for exercise. However, the relationships between these factors and postoperative SB and MVPA remain unclear in patients undergoing surgery for lumbar degenerative conditions. This study aimed to investigate the association between preoperative pain-related psychological factors and postoperative SB and MVPA in patients with low back pain (LBP) and degenerative disc disorder at 6 and 12 months after lumbar fusion surgery.

Methods

Secondary data were collected from 118 patients (63 women and 55 men; mean age 46 years) who underwent lumbar fusion surgery in a randomised controlled trial. SB and MVPA were measured using the triaxial accelerometer ActiGraph GT3X+. Fear of movement, pain catastrophising and self-efficacy for exercise served as predictors. The association between these factors and the relative time spent in SB and MVPA 6 and 12 months after surgery was analysed via linear regression models, adjusting for potential confounders.

Results

Preoperative fear of movement was significantly associated with relative time spent in SB at 6 and 12 months after surgery (β = 0.013, 95% confidence interval = 0.004 to 0.022, p = 0.007). Neither pain catastrophising nor self-efficacy for exercise showed significant associations with relative time spent in SB and MVPA at these time points.

Conclusions

Our study demonstrated that preoperative fear of movement was significantly associated with postoperative SB in patients with LBP and degenerative disc disorder. This finding underscores the potential benefits of preoperative screening for pain-related psychological factors, including fear of movement, preoperatively. Such screenings could aid in identifying patients who might benefit from targeted interventions to promote healthier postoperative movement behaviour and improved health outcomes.

Peer Review reports

Background

Although there is a growing body of research on fusion surgery for lumbar degenerative conditions [1,2,3,4,5,6,7,8], a significant knowledge gap remains: studies often neglect physical activity as an outcome, despite its associations with crucial health parameters [9,10,11]. Highlighting its significance, the World Health Organization (WHO) recommends physical activity for all, irrespective of their health condition [12]. Echoing this sentiment, a publication in the Lancet emphasizes the necessity of incorporating physical activity into healthcare strategies for patients with low back pain [13]. In light of this, we previously showed, using objective measures of physical activity, that 83% of the patients with LBP and degenerative disc disorder scheduled for lumbar fusion surgery did not reach the WHO recommendations on physical activity before surgery [14]. Others have found similar results [15]. Patients scheduled for surgery may, therefore, be at risk for poor health due to physical inactivity.

To design prehabilitation and rehabilitation programmes that adequately support patients to be more physically active and less sedentary, it is imperative to move beyond cross-sectional data and instead measure patients’ physical activity both before and after surgery. It is also important to consider physical activity in all its complexity, encompassing a spectrum of behaviours such as sedentary behaviour (SB, e.g. watching television), light intensity physical activity (e.g. doing the dishes), and moderate to vigorous physical activity (MVPA, e.g. brisk walking or jogging) [16]. MVPA and SB, in particular, have been associated with multiple aspects of health [9,10,11]. For instance, MVPA is strongly related to a reduced risk of chronic disease and premature death [10, 11], and a high amount of SB is associated with an increased risk of premature death [11].

Understanding the complexity of post-surgical movement behaviours necessitates a closer examination of potential barriers to successful outcomes following surgery for lumbar degenerative conditions, such as pain-related psychological factors. Such factors, encompassed in the fear-avoidance model by Vlaeyen et al. [17] and subsequent modifications of that model [18, 19], include fear of movement, pain catastrophising, and poor self-efficacy. In a prior longitudinal study of ours, heightened levels of fear of movement were associated with greater disability after lumbar spine surgery [20]. Moreover, previous research has indicated that elevated preoperative pain catastrophising is associated with poorer postoperative outcomes, including greater pain and disability [21, 22]. Yet, a recent systematic review presented mixed evidence on the associations between pain-related psychological factors and postoperative outcomes of lumbar degenerative conditions [23]. While these studies shed light on the complex interplay of pain-related psychological factors with traditional surgical outcomes, such as pain and disability, the association between pain-related psychological factors and postoperative movement behaviour remains largely unexplored.

In another one of our longitudinal studies, we found that preoperative self-efficacy for exercise was significantly associated with postoperative movement behaviour in terms of MVPA while fear of movement and pain catastrophising were not [24]. However, the follow-up period in that study was only six months. This finding underscores the need for more comprehensive longitudinal research to study the influence of pain-related psychological factors on postoperative movement behaviour.

To our knowledge, no study has yet investigated the association between preoperative pain-related psychological factors on movement behaviour 12 months after lumbar fusion surgery.

Methods

Aim

The aim of the study was to evaluate the association between preoperative pain-related psychological factors (fear of movement, pain catastrophising and exercise self-efficacy) and postoperative SB and MVPA in patients with LBP and degenerative disc disorder at 6 and 12 months following lumbar fusion surgery.

Hypothesis

Preoperative fear of movement, pain catastrophising and self-efficacy for exercise are significantly associated with the relative time spent in SB and MVPA at 6 and 12 months after lumbar fusion surgery for patients with LBP and degenerative disc disorder.

Design

The study involved secondary analyses of data in a randomised controlled trial studying a person-centred prehabilitation programme [19]. The findings of the primary outcome of that study are published elsewhere [25].

Characteristics of the population

Patients aged 18–70 years with dominant chronic LBP and degenerative disc disorder affecting 1–3 segments of the lumbar spine scheduled for lumbar fusion surgery were included [19, 25]. Exclusion criteria were spinal malignancy, confirmed neurological or rheumatic disorder, previous decompression surgery for spinal stenosis, deformities in the thoracolumbar spine or poor understanding of the Swedish language.

Procedure

One hundred and eighteen patients scheduled for lumbar fusion surgery were included from a university hospital and two spine clinics in Gothenburg, Sweden, between 1 April 2014 and 1 July 2017. The patients were randomised to either a person-centred prehabilitation programme or a control group [19, 25]. Measurements were made at 8 to 12 weeks before surgery and again at 6 and 12 months after surgery. During these time points, patients met with an independent observer at one of the spine clinics, completed questionnaires, and received an accelerometer (see below).

Measurement of movement behaviour

The movement behaviours SB, low-intensity physical activity (LIPA) and MVPA were measured by the triaxial accelerometer ActiGraph GT3X+ (ActiGraph, Pensacola, FL, USA). Procedures for data collection and processing have been reported elsewhere [19]. The accelerometer was attached to the patient’s non-dominant hip with an elastic band, and the patients were instructed to wear the device for seven consecutive days during waking hours [26]. The device was to be removed before water activities and bedtime. Participants providing ≥ 4 days of ≥ 10 hours per day were included in the analysis [26, 27]. Any 90-minute period of consecutive zero counts, with allowance for 2-min intervals of nonzero counts, was categorised as non-wear time [27].

The day was partitioned into absolute and relative time spent in SB, LIPA and MVPA based on vertical axis cut-points of the accelerometers. SB was defined as < 100 counts/min [28], LIPA as 100–2019 counts/min and MVPA as ≥ 2020 counts/min [16]. The relative time of a movement behaviour was calculated based on an isometric log-ratio data transformation, adopting a compositional approach [29]. An isometric log-ratio variable represents, then, the relative importance of one movement behaviour (e.g. MVPA) relative to the geometric average of the other movement behaviours (e.g. SB and LIPA).

Selection of predictors and potential confounders for SB and MVPA at 6 and 12 months post-surgery

The selection of predictors and potential confounders were based on a revised version of the fear-avoidance model presented in detail in Lotzke et al. [19] and previous studies on the prediction of outcomes of lumbar spine surgery for lumbar degenerative conditions [23, 24, 30]. Moreover, due to limited research on accelerometer-measured SB and MVPA specifically among patients undergoing spine surgery for lumbar degenerative conditions, the selection of potential confounders was also based on research of a broader population [31].

To prevent potential overfitting in the regression models (described below), the number of included potential confounders was limited. As a result, educational attainment and disability measured with the Oswestry Disability Index 2.0 (ODI) [37] were not included as confounders but utilised exclusively for descriptive statistics. While there are known associations between educational attainment and certain surgical outcomes like reoperation rate [31], there is limited evidence linking it to accelerometer-measured MVPA and SB [32]. The ODI was not included as a potential confounder due to its overlapping attributes to back pain intensity measured with a visual analogue scale (VAS, described below). First, the two measures were notably correlated (Spearman’s rho = 0.52) and, second, all items within the ODI are related to back pain, making its content resonate closely with VAS for back pain. Considering the central role of back pain in the fear-avoidance model, VAS for back pain was prioritised over the ODI.

Pain-related psychological factors used as predictors

Fear of movement was rated using the Swedish version of the Tampa Scale of Kinesiophobia (TSK) [33]. The TSK ranges from 17 to 68, with higher scores indicating a higher fear of movement. A score of 37 or higher has been considered a high level of fear of movement [17]. Pain catastrophising was measured using the Swedish version of the Pain Catastrophizing Scale (PCS) [34]. The PCS ranges from 0 to 52, with 52 representing the highest level of pain catastrophising. A score of 24 or higher has been identified as clinically relevant [35]. Self-efficacy related to exercise was measured using the Swedish version of the Self-Efficacy for Exercise Scale (SEES) [36]. The SEES ranges from 0 to 90, with a higher score indicating a higher level of self-efficacy for exercise.

Potential confounders

Back pain intensity levels over the last week were measured using a 100 mm VAS [37]. Depressive symptoms were assessed using the depression subscale of the Hospital Anxiety and Depression Scale (HADS) [38]. The depression subscale of HADS ranges from 0 (minimum symptoms) to 21 (maximum symptoms). Additional potential confounders were self-reported data on age, gender, body mass index (BMI, kg/m2), sick leave at baseline (yes/no), previous back surgery (yes/no), smoking (yes/no), back pain duration (≤ 2 years/>2 years) and participation in the person-centred prehabilitation programme evaluated by Lotzke et al. [25] (yes/no).

Statistical analysis

Descriptive statistics

Descriptive statistics are presented as frequencies, medians, arithmetic means and their respective measures of statistical dispersion. The choice of methods for the descriptive statistics depended on each variable’s data level and distribution. For the absolute and relative time spent in SB, LIPA and MVPA, the geometric mean was calculated across the total population. The geometric mean was chosen instead of the arithmetic mean for the movement behaviour variables as it is less influenced by extreme values in skewed distributions. The descriptive statistics were calculated with SPSS version 27 (IBM Corp., Armonk, NY, USA).

Regression analysis

The association between the preoperative pain-related psychological factors and MVPA and SB at 6 and 12 months after surgery was analysed with a linear model regression analysis using the PROC MIXED procedure with an unstructured covariance matrix, performed in SAS version 9.4 (SAS Institute, Cary, NC, USA). This procedure accounts for the correlated nature of within-person repeated measures and uses all available data to estimate model parameters and is particularly suitable for longitudinal data where not all participants have the same number of observations.

A total of six regression models were performed using this procedure. Three models had relative time spent in SB at 6 and 12 months post-surgery as the dependent variable, with each model including one of the predictors separately. The remaining three models had relative time spent in MVPA at 6 and 12 months post-surgery as the dependent variable, with each model also including one of the predictors separately. The confounders were the same for all regression models. The regression models were controlled for the preoperative value of the dependent variable (e.g. the models with relative time spent in MVPA at 6 and 12 months as the dependent variable were controlled for preoperative time spent in MVPA). The regression models’ assumptions were evaluated by checking multicollinearity between independent variables, as well as assessing the linearity between predictors and outcome, normality of variance and homogeneity of variance. A predictor with a p-value ≤ 0.05 was considered statistically significant.

Results

Descriptive statistics

The study included 55 men and 63 women with a mean age of 45.7 (SD = 8.3) years (Table 1). On average, the patients reported a back pain intensity on VAS of 58.1 mm (SD = 19.1), a level of disability on ODI of 36.8 (SD = 12.4), a level of fear of movement on TSK of 38.3 (SD = 8.5), and a level of pain catastrophising on PCS of 22.8 (SD = 8.1).

Table 1 Socio-demographic and health characteristics for all patients at baseline

Of the total sample, 9.3% had previously undergone surgery for disc herniation. Three patients underwent reoperation within 12 months of the initial surgery. All available data for these individuals were retained in the analysis. Twenty-five patients (21.2%) and 30 patients (25.4%) did not have any accelerometer data at 6 and 12 months, respectively. The characteristics of these subgroups of patients are presented in Table 1. The subgroups were similar for all characteristics, but the patients in the subgroups had a lower rate of sick leave (16.0% and 23.3% in the subgroups compared to 35.3% in the whole sample) and previous lumbar surgery (4.0% in the subgroups compared to 9.3% in the whole sample). Descriptive data for time spent in SB, LIPA and MVPA at baseline, 6 and 12 months, are presented in Table 2. The standard deviation was large at all time points for all movement behaviours, especially for MVPA, indicating a large individual variation.

Table 2 Geometric mean (SD) for time spent in SB, LIPA and MVPA at 6 and 12 months, compared to baseline, in minutes/day

Associations between pain-related psychological factors and relative time spent in SB at 6 and 12 months after surgery

Preoperative fear of movement was significantly associated with relative time spent in SB at 6 and 12 months after surgery (β = 0.013, 95% CI = 0.004 to 0.022, p = 0.007, Table 3). This result suggests that patients with a higher preoperative fear of movement spent more relative time in SB at 6 and 12 months compared to those with a lower preoperative fear of movement. Neither preoperative pain catastrophising nor self-efficacy for exercise was found to be significantly associated with relative time spent in SB at 6 and 12 months (Supplementary file 1).

Table 3 Regression model for relative time spent in sedentary behaviour at 6 months and 12 months with fear of movement as a predictor

Associations between pain-related psychological factors and relative time spent in MVPA at 6 and 12 months after surgery

Neither preoperative fear of movement, pain catastrophising nor self-efficacy for exercise was significantly associated with relative time spent in MVPA at 6 and 12 months after surgery (Supplementary file 1).

Discussion

To our knowledge, this is the first study to explore the association between pain-related psychological factors and postoperative SB and MVPA in patients with LBP and degenerative disc disorder, up to 12 months following lumbar fusion surgery. We found that preoperative fear of movement was significantly associated with SB, at 6 and 12 months after surgery. This key finding suggests that patients who enter surgery with preoperative fear of movement have an increased likelihood of poor health after surgery. More specifically, patients with a high level of SB may be more inclined to suffer from the well-documented adverse effects of the “Sedentary Death Syndrome”, including negative cardiovascular, musculoskeletal, metabolic and physiological outcomes [39].

So far, fear of movement has mainly been studied in relation to physical activity rather than to SB. A study by Mancuso et al. [40], involving 260 patients who underwent lumbar spine surgery for degenerative conditions, acknowledged the short- and long-term benefits of physical activity on their spine health and their overall health, but many were deterred from increasing their level of physical activity due to spine-related concerns. More specifically, patients with high levels of postoperative fear-avoidance of physical activity and disability were less likely to think walking was a good idea. These results align with our previous results, based on baseline data from the population in the current study, in which higher preoperative levels of fear of movement and disability were associated with fewer steps per day before surgery [14]. The current study adds to the previous knowledge in that patients’ preoperative fear of movement was associated with postoperative SB at 6 and 12 months after surgery rather than their level of physical activity.

Our results also demonstrated that pain catastrophising was not significantly associated with either SB or MVPA, 6 and 12 months post-surgery. This finding contrasts with a recent meta-analysis that pointed to studies where pain catastrophising was a significant predictor for disability, pain and health-related quality of life outcomes [23]. The discrepancy could potentially be attributed to variations in the outcome measures used, as no studies within that meta-analysis considered the role of pain catastrophising in relation to postoperative SB and MVPA [23].

Furthermore, self-efficacy for exercise was not significantly associated with either SB or MVPA in the current study. Interestingly, one of our prior studies with the same patient population reported that self-efficacy for exercise was significantly associated with changes in absolute time in MVPA six months after surgery [24]. This finding diverges from our current study, even with the same study sample, illustrating the complex and multifaceted nature of movement behaviour post-surgery. The earlier study was confined to six-month post-operative data and did not account for important confounding factors such as age and BMI, which could explain the contradictory results. Self-efficacy has also been investigated as a potential mediator for postoperative outcomes, as proposed by Woby et al. [18]. For instance, Fors et al. [41] recently demonstrated that changes in self-efficacy mediated the effects of presurgical physiotherapy on disability, back pain intensity and health-related quality of life. However, when we probed whether self-efficacy for exercise mediated the relationship of later changes in MVPA in another study, we found no significant results [42]. Our findings in the current study, when considered alongside previous research [18, 24, 41, 42], prompt further investigation into the role of preoperative self-efficacy. A valuable direction could be to investigate whether preoperative self-efficacy could mediate the effects of presurgical interventions on postoperative SB, in addition to MVPA.

Regarding the generalizability of the results, the patients’ mean age and level of disability and pain are similar to the data in the Swedish spine register [8]. This suggests that the study population comprises a representative sample of the target population regarding these factors. However, it is important to acknowledge that the findings may be less generalizable to the older spectrum of patients undergoing lumbar fusion surgery as well as for patient populations with notably higher or lower levels of disability and pain than those observed in our sample.

Clinical implications

Given that preoperative fear of movement was significantly associated with postoperative SB, it could be beneficial to integrate a screening procedure for pain-related psychological factors, such as fear of movement, into the preoperative evaluation of patients with LBP and degenerative disc disorder. By early identification of patients at risk for high postsurgical SB, interventions aimed at mitigating preoperative fear of movement could potentially reduce postsurgical SB for these patients.

Strengths and limitations

The primary strength of the study is that accelerometers were used to measure physical activity, as they yield more objective data than patient-reported outcome measures of physical activity [43]. To our knowledge, this is also one of the first studies of patients undergoing lumbar spine surgery that has included longitudinal accelerometer data up to 12 months after surgery. Nevertheless, hip-worn accelerometers primarily measure walking and running, and may therefore underestimate MVPA for individuals who engage in other types of physical activity [44]. Another strength of the study was that we used the relative time of MVPA and SB as the outcome, thus acknowledging the time spent in all behaviours simultaneously. We also accounted for the correlated nature of within-person repeated measures and missing observations during data analysis.

A limitation of the study is that 25 and 30 patients did not have any accelerometer data at 6 and 12 months, respectively. Although the characteristics of the excluded patients did not deviate notably from those included in the analysis, this limitation could have impacted the robustness of the findings.

Another limitation to consider in our findings relates to their predictive capability. While we found an association between preoperative fear of movement and postoperative movement behaviour, this must not be mistaken for genuine predictive capability. Building a robust predictive model demands a more rigorous research design, encompassing elements such as validation datasets and larger sample sizes [45]. Consequently, while our results provide valuable preliminary insights, they also highlight the need for more comprehensive research approaches.

Conclusions

Our study demonstrated that preoperative fear of movement was significantly associated with postoperative SB in patients with LBP and degenerative disc disorder undergoing lumbar fusion surgery. This finding underscores the potential benefits of providing preoperative screening of pain-related psychological factors, including fear of movement, to identify patients who are suitable for preoperative interventions aimed at a healthier postoperative movement behaviour and improved health.

Data Availability

The datasets used for the current study are available from the corresponding author upon reasonable request.

Abbreviations

BMI:

body mass index

HADS:

Hospital Anxiety and Depression scale

LIPA:

light intensity physical activity

MVPA:

moderate to vigorous physical activity

ODI:

Oswestry Disability Index 2.0

PCS:

Pain Catastrophizing Scale

SB:

sedentary behaviour

SEES:

Self-Efficacy for Exercise Scale

TSK:

Tampa Scale for Kinesiophobia

VAS:

Visual Analogue Scale

WHO:

World Health Organization

References

  1. McGirt MJ, Bydon M, Archer KR, Devin CJ, Chotai S, Parker SL, et al. An analysis from the Quality Outcomes Database, Part 1. Disability, quality of life, and pain outcomes following lumbar spine surgery: predicting likely individual patient outcomes for shared decision-making. J Neurosurg Spine. 2017;27(4):357–69.

    Article  PubMed  Google Scholar 

  2. Martin BI, Mirza SK, Spina N, Spiker WR, Lawrence B, Brodke DS. Trends in lumbar fusion procedure rates and associated hospital costs for degenerative spinal diseases in the United States, 2004 to 2015. Spine (Phila Pa 1976). 2019;44(5).

  3. Deyo RA, Gray DT, Kreuter W, Mirza S, Martin BI. United States trends in lumbar fusion Surgery for degenerative conditions. Spine (Phila Pa 1976). 2005;30(12):1441–5. discussion 6–7.

    Article  PubMed  Google Scholar 

  4. Grotle M, Småstuen MC, Fjeld O, Grøvle L, Helgeland J, Storheim K, et al. Lumbar spine Surgery across 15 years: trends, complications and reoperations in a longitudinal observational study from Norway. BMJ Open. 2019;9(8):e028743.

    Article  PubMed  PubMed Central  Google Scholar 

  5. Sivasubramaniam V, Patel HC, Ozdemir BA, Papadopoulos MC. Trends in hospital admissions and surgical procedures for degenerative lumbar spine disease in England: a 15-year time-series study. BMJ Open. 2015;5(12):e009011.

    Article  PubMed  PubMed Central  Google Scholar 

  6. Kim P, Kurokawa R, Itoki K. Technical advancements and utilization of spine surgery–international disparities in trend-dynamics between Japan, Korea, and the USA. Neurol Med Chir (Tokyo). 2010;50(9):853–8.

    Article  PubMed  Google Scholar 

  7. Mannion AF, Leivseth G, Brox JI, Fritzell P, Hägg O, Fairbank JC. ISSLS Prize winner: long-term follow-up suggests spinal fusion is associated with increased adjacent segment disc degeneration but without influence on clinical outcome: results of a combined follow-up from 4 randomized controlled trials. Spine (Phila Pa 1976). 2014;39(17):1373–83.

    Article  PubMed  Google Scholar 

  8. Strömqvist B, Fritzell P, Hagg O, Jonsson B, Sanden B. Swespine: the Swedish spine register: the 2012 report. Eur Spine J. 2013;22(4):953–74.

    Article  PubMed  PubMed Central  Google Scholar 

  9. Biswas A, Oh PI, Faulkner GE, Bajaj RR, Silver MA, Mitchell MS, et al. Sedentary time and its association with risk for disease incidence, mortality, and hospitalization in adults: a systematic review and meta-analysis. Ann Intern Med. 2015;162(2):123–32.

    Article  PubMed  Google Scholar 

  10. Dohrn IM, Welmer AK, Hagströmer M. Accelerometry-assessed physical activity and sedentary time and associations with chronic disease and hospital visits - a prospective cohort study with 15 years follow-up. Int J Behav Nutr Phys Act. 2019;16(1):125.

    Article  PubMed  PubMed Central  Google Scholar 

  11. Ekelund U, Tarp J, Steene-Johannessen J, Hansen BH, Jefferis B, Fagerland MW, et al. Dose-response associations between accelerometry measured physical activity and sedentary time and all cause mortality: systematic review and harmonised meta-analysis. BMJ. 2019;366:l4570.

    Article  PubMed  PubMed Central  Google Scholar 

  12. World Health Organization. Global recommendations on physical activity for health. Geneva; 2020.

  13. Buchbinder R, van Tulder M, Öberg B, Costa LM, Woolf A, Schoene M, et al. Low back pain: a call for action. The Lancet. 2018;391(10137):2384–8.

    Article  Google Scholar 

  14. Lotzke H, Jakobsson M, Gutke A, Hagstromer M, Brisby H, Hagg O, et al. Patients with severe low back pain exhibit a low level of physical activity before lumbar fusion surgery: a cross-sectional study. BMC Musculoskelet Disord. 2018;19(1):365.

    Article  PubMed  PubMed Central  Google Scholar 

  15. Norden J, Smuck M, Sinha A, Hu R, Tomkins-Lane C. Objective measurement of free-living physical activity (performance) in lumbar spinal stenosis: are physical activity guidelines being met? Spine J. 2017;17(1):26–33.

    Article  PubMed  Google Scholar 

  16. Troiano RP, Berrigan D, Dodd KW, Masse LC, Tilert T, McDowell M. Physical activity in the United States measured by accelerometer. Med Sci Sports Exerc. 2008;40(1):181–8.

    Article  PubMed  Google Scholar 

  17. Vlaeyen JWS, Kole-Snijders AMJ, Boeren RGB, van Eek H. Fear of movement/(re)injury in chronic low back pain and its relation to behavioral performance. Pain. 1995;62(3):363–72.

    Article  PubMed  Google Scholar 

  18. Woby SR, Urmston M, Watson PJ. Self-efficacy mediates the relation between pain-related fear and outcome in chronic low back pain patients. Eur J Pain. 2007;11(7):711–8.

    Article  PubMed  Google Scholar 

  19. Lotzke H, Jakobsson M, Brisby H, Gutke A, Hägg O, Smeets R, et al. Use of the PREPARE (PREhabilitation, physical activity and exeRcisE) program to improve outcomes after lumbar fusion surgery for severe low back pain: a study protocol of a person-centred randomised controlled trial. BMC Musculoskelet Disord. 2016;17(1):349.

    Article  PubMed  Google Scholar 

  20. Kemani MK, Hägg O, Jakobsson M, Lundberg M. Fear of movement is related to low back disability during a two-year period in patients who have undergone elective lumbar spine surgery. World Neurosurg. 2020;137:e416–e24.

    Article  PubMed  Google Scholar 

  21. Abbott AD, Tyni-Lenne R, Hedlund R. Leg pain and psychological variables predict outcome 2–3 years after lumbar fusion surgery. Eur Spine J. 2011;20(10):1626–34.

    Article  PubMed  PubMed Central  Google Scholar 

  22. Coronado RA, George SZ, Devin CJ, Wegener ST, Archer KR. Pain sensitivity and pain catastrophizing are associated with persistent pain and disability after lumbar spine surgery. Arch Phys Med Rehabil. 2015;96(10):1763–70.

    Article  PubMed  PubMed Central  Google Scholar 

  23. Van Bogaert W, Tegner H, Coppieters I, Huysmans E, Nijs J, Moens M, et al. The predictive value of fear avoidance beliefs for outcomes following surgery for lumbar degenerative disease: a systematic review and best evidence synthesis. Pain Physician. 2022;25(6):441–57.

    PubMed  Google Scholar 

  24. Jakobsson M, Brisby H, Gutke A, Hägg O, Lotzke H, Smeets R, et al. Prediction of objectively measured physical activity and self-reported disability following lumbar fusion surgery. World Neurosurg. 2019;121:e77–e88.

    Article  PubMed  Google Scholar 

  25. Lotzke H, Brisby H, Gutke A, Hägg O, Jakobsson M, Smeets R, et al. A person-centered prehabilitation program based on cognitive-behavioral physical therapy for patients scheduled for lumbar fusion surgery: a randomized controlled trial. Phys Ther. 2019;99(8):1069–88.

    Article  PubMed  PubMed Central  Google Scholar 

  26. Trost SG, McIver KL, Pate RR. Conducting accelerometer-based activity assessments in field-based research. Med Sci Sports Exerc. 2005;37(11 Suppl):531–43.

    Article  Google Scholar 

  27. Choi L, Ward SC, Schnelle JF, Buchowski MS. Assessment of Wear/Nonwear Time Classification Algorithms for Triaxial Accelerometer. Med Sci Sports Exerc. 2012;44(10):2009–16.

    Article  PubMed  PubMed Central  Google Scholar 

  28. Matthews CE, Chen KY, Freedson PS, Buchowski MS, Beech BM, Pate RR, et al. Amount of time spent in sedentary behaviors in the United States, 2003–2004. Am J Epidemiol. 2008;167(7):875–81.

    Article  PubMed  Google Scholar 

  29. Chastin SF, Palarea-Albaladejo J, Dontje ML, Skelton DA. Combined effects of time spent in physical activity, sedentary behaviors and sleep on obesity and cardio-metabolic health markers: a novel compositional data analysis approach. PLoS ONE. 2015;10(10):e0139984.

    Article  PubMed  PubMed Central  Google Scholar 

  30. Wilhelm M, Reiman M, Goode A, Richardson W, Brown C, Vaughn D et al. Psychological predictors of outcomes with lumbar spinal fusion: a systematic literature review. Physiother Res Int. 2017;22(2).

  31. Touponse G, Li G, Rangwalla T, Beach I, Zygourakis C. Socioeconomic effects on lumbar fusion outcomes. Neurosurgery. 2023;92(5):905–14.

    Article  PubMed  Google Scholar 

  32. Ekblom-Bak E, Olsson G, Ekblom Ö, Ekblom B, Bergström G, Börjesson M. The Daily Movement Pattern and Fulfilment of Physical Activity recommendations in Swedish Middle-aged adults: the SCAPIS Pilot Study. PLoS ONE. 2015;10(5):e0126336.

    Article  PubMed  PubMed Central  Google Scholar 

  33. Lundberg M, Styf J, Carlsson SG. A psychometric evaluation of the Tampa Scale for Kinesiophobia - from a physiotherapeutic perspective. Physiother Theory Pract. 2004;20(2):121–33.

    Article  Google Scholar 

  34. Kemani M, Grimby-Ekman A, Lundgren J, Sullivan M, Lundberg M. Factor structure and internal consistency of a Swedish version of the Pain Catastrophizing Scale. Acta Anaesthesiol Scand. 2018.

  35. Scott W, Wideman TH, Sullivan MJ. Clinically meaningful scores on pain catastrophizing before and after multidisciplinary rehabilitation: a prospective study of individuals with subacute pain after whiplash injury. Clin J Pain. 2014;30(3):183–90.

    Article  PubMed  Google Scholar 

  36. Dahlbäck A, Andréll P, Varkey E. Reliability and aspects of validity of the Swedish version of self-efficacy for exercise scale for patients with chronic pain. Physiother Theory Pract. 2023;39(1):163–73.

    Article  PubMed  Google Scholar 

  37. Chiarotto A, Maxwell LJ, Ostelo RW, Boers M, Tugwell P, Terwee CB. Measurement Properties of Visual Analogue Scale, Numeric Rating Scale, and Pain Severity Subscale of the brief Pain Inventory in patients with Low Back Pain: a systematic review. J Pain. 2019;20(3):245–63.

    Article  PubMed  Google Scholar 

  38. Breeman S, Cotton S, Fielding S, Jones GT. Normative data for the Hospital Anxiety and Depression Scale. Qual Life Res. 2015;24(2):391–8.

    Article  PubMed  Google Scholar 

  39. Lees SJ, Booth FW. Sedentary death syndrome. Can J Appl Physiol. 2004;29(4):447–60. discussion 4–6.

    Article  PubMed  Google Scholar 

  40. Mancuso CA, Rigaud MC, Wellington B, Duculan R, Cammisa FP, Sama AA, et al. Qualitative assessment of patients’ perspectives and willingness to improve healthy lifestyle physical activity after lumbar surgery. Eur Spine J. 2021;30(1):200–7.

    Article  PubMed  Google Scholar 

  41. Fors M, Öberg B, Lindbäck Y, Enthoven P, Abbott A. What mediates Treatment effects in a Presurgery Physiotherapy Treatment in Surgical candidates with degenerative lumbar spine disorders? A mediation and conditional process analysis of the PREPARE Randomized Controlled Trial. Clin J Pain. 2021;37(3):168–76.

    Article  PubMed  Google Scholar 

  42. Mansell G, den Hollander M, Lotzke H, Smeets R, Lundberg M. A person-centred prehabilitation program based on cognitive behavioural physical therapy for patients scheduled for lumbar fusion surgery: a mediation analysis to assess fear of movement (kinesiophobia), self-efficacy and catastrophizing as mediators of health outcomes. Eur J Pain. 2022;26(8):1790–9.

    Article  PubMed  PubMed Central  Google Scholar 

  43. Slootmaker S, Schuit A, Chinapaw M, Seidell J, van Mechelen W. Disagreement in physical activity assessed by accelerometer and self-report in subgroups of age, gender, education and weight status. Int J Behav Nutr Phys Activity. 2009;6(1):17.

    Article  Google Scholar 

  44. Ham SA, Reis JP, Strath SJ, Dubose KD, Ainsworth BE. Discrepancies between methods of identifying objectively determined physical activity. Med Sci Sports Exerc. 2007;39(1):52–8.

    Article  PubMed  Google Scholar 

  45. Moons KG, Altman DG, Reitsma JB, Ioannidis JP, Macaskill P, Steyerberg EW, et al. Transparent reporting of a multivariable prediction model for individual prognosis or diagnosis (TRIPOD): explanation and elaboration. Ann Intern Med. 2015;162(1):W1–73.

    Article  PubMed  Google Scholar 

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Acknowledgements

The authors would like to acknowledge statistician Mattias Sundén for his valuable help in the statistical analysis.

Funding

This work was supported by grants from AFA Research Funding No. 120216 and No. 190264, the Eurospine Research Grants No TFR 8-2014, the Swedish Research Council (VR) No 2015-02511, the Health and Medical Care Executive Board of the Västra Götaland Region (VGR) and Doctor Felix Neubergh grants.

Open access funding provided by Sophiahemmet University College.

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Contributions

MJ contributed to the methodology, formal analysis, and investigation of this study, curated the data, drafted the original manuscript, and was responsible for visualizing the results. MH provided contributions to the methodology and data curation of the research, and reviewed and edited the manuscript. HL took part in conceptualizing the study, developing the methodology, carrying out the investigation, and reviewing and editing the manuscript. PvR contributed to the methodology, assisted in data curation, and reviewed and edited the manuscript. ML made key contributions to the conceptualization and methodology of the study, secured resources, wrote parts of the original draft, supervised the project, handled project administration, and was responsible for the acquisition of funding. Each author has approved the submitted version of the manuscript and any subsequent substantially modified versions involving their respective contributions to the study. Furthermore, every author agrees to be personally accountable for their own contributions and to ensure that questions related to the accuracy or integrity of any part of the work are appropriately investigated and resolved.

Corresponding author

Correspondence to Mari Lundberg.

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The study was approved by the Regional Ethical Review Board in Gothenburg (Dnr 586-11 and Dnr 7527-15). All patients who agreed to participate signed an informed consent form provided by the independent observer. All methods were performed in accordance with the relevant guidelines and regulations.

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Not applicable.

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The authors declare no competing interests.

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Jakobsson, M., Hagströmer, M., Lotzke, H. et al. Fear of movement was associated with sedentary behaviour 12 months after lumbar fusion surgery in patients with low back pain and degenerative disc disorder. BMC Musculoskelet Disord 24, 874 (2023). https://doi.org/10.1186/s12891-023-06980-z

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