Skip to main content
Advertisement
Browse Subject Areas
?

Click through the PLOS taxonomy to find articles in your field.

For more information about PLOS Subject Areas, click here.

  • Loading metrics

Physical activity and the mediating effect of fear, depression, anxiety, and catastrophizing on pain related disability in people with chronic low back pain

  • Paul W. M. Marshall ,

    Roles Conceptualization, Formal analysis, Investigation, Methodology, Project administration, Resources, Writing – original draft, Writing – review & editing

    p.marshall@westernsydney.edu.au

    Affiliation School of Science and Health, Western Sydney University, Penrith South, New South Wales, AUSTRALIA

  • Siobhan Schabrun,

    Roles Conceptualization, Investigation, Methodology, Writing – original draft, Writing – review & editing

    Affiliation School of Science and Health, Western Sydney University, Penrith South, New South Wales, AUSTRALIA

  • Michael F. Knox

    Roles Investigation, Methodology, Writing – original draft, Writing – review & editing

    Affiliation School of Science and Health, Western Sydney University, Penrith South, New South Wales, AUSTRALIA

Abstract

Background

Chronic low back pain is a worldwide burden that is not being abated with our current knowledge and treatment of the condition. The fear-avoidance model is used to explain the relationship between pain and disability in patients with chronic low back pain. However there are gaps in empirical support for pathways proposed within this model, and no evidence exists as to whether physical activity moderates these pathways.

Methods

This was a cross-sectional study of 218 people with chronic low back pain. Multiple mediation analyses were conducted to determine the role of fear, catastrophizing, depression, and anxiety in the relationship between pain and disability. Separate analyses were performed with physical activity as the moderator. Individuals were classified as performing regular structured physical activity if they described on average once per week for > 30-minutes an activity classified at least moderate intensity (≥ 4–6 METs), activity prescribed by an allied health professional for their back pain, leisure time sport or recreation, or self-directed physical activity such as resistance exercise.

Results

Fear, catastrophizing, and depression significantly mediated the relationship between pain and disability (p<0.001). However the mediating effect of catastrophizing was conditional upon weekly physical activity. That is, the indirect effect for catastrophizing mediating the relationship between pain and disability was only significant for individuals reporting weekly physical activity (B = 1.31, 95% CI 0.44 to 2.23), compared to individuals reporting no weekly physical activity (B = 0.21, 95% CI -0.50 to 0.97). Catastrophizing also mediated the relationship between pain and fear (B = 0.37, 95% CI 0.15 to 0.62), with higher scores explaining 53% of the total effect of pain on fear.

Conclusions

These results support previous findings about the importance of fear and depression as factors that should be targeted in low back pain patients to reduce back pain related disability. We have also extended understanding for the mediating effect of catastrophizing on back pain related disability. Back pain patients engaged with regular physical activity may require counselling with regards to negative pain perceptions.

Introduction

Low back pain is the musculoskeletal condition with the greatest worldwide burden of disease, defined in terms of disability adjusted life years or years lived with disability [1]. The economic cost to society is considerable, with direct annual costs of treatment in Australia estimated to be $4.8 billion [2], and total treatment costs approximately $9 billion [3]. Despite both pain and disability being associated with a range of psychosocial and physical factors [47], the direct pathways that link pain and disability remain unclear. Thus clinicians and researchers are faced with difficulty designing targeted interventions to alleviate the burden of chronic back pain. One theoretical model developed to explain how pain leads to disability is the fear-avoidance model [8,9]. However, despite its popularity for explaining disability, and integration into clinical trials to provide measures of treatment action, there are gaps in empirical support for pathways within the fear-avoidance model.

The fear-avoidance model was originally proposed to explain how exaggerated pain perception was the consequence of a heightened fear of pain and avoidance of social and physical activities [10]. In 2000 the model was updated to suggest that pain may lead to catastrophic thinking, with the subsequent increase in fear and physical disuse contributing to disability and psychological distress [9]. Recently, paths within the fear-avoidance model have been examined in a systematic review of mediation studies [11]. Mediation is a type of statistical analysis that examines proposed causal mechanisms thought to explain the relationship between two variables. This review reported that fear and psychological distress, but not catastrophizing, mediate the relationship between pain and disability. However a number of gaps in the literature were identified with regards to support for causal paths within the fear-avoidance model. First, studies examining the mediating effect of catastrophizing were not sufficiently powered based on recommended sample sizes for this type of analysis (total of 3 studies reviewed, n = 234; range n = 64 to 103), and only one of these studies sampled from a chronic back pain population [12]. The low power, particularly for chronic back pain patients, may explain the disparity between the review conclusions and outcomes from intervention studies that suggest catastrophizing mediates the effect of various physical activity and treatment interventions on back pain related disability [13]. Second, no study examined the first proposed pathway of the fear-avoidance model, which suggests that catastrophizing mediates the relationship between pain and fear [9]. Finally, no information was provided about factors (e.g. physical activity, pain duration) that may moderate pathways within the fear-avoidance model.

In contrast to mediation, which quantifies the effect a potential explanatory variable (e.g. fear) has on the relationship between an exposure (e.g. pain) and outcome (e.g. disability), moderation is an analysis technique that examines whether an external condition influences such a relationship. Within the context of the fear-avoidance model and low back pain, the regular performance of a structured physical activity program (e.g. therapist guided exercise program, cardiorespiratory exercise, self-prescribed trunk exercises) is a potential moderating variable that has not been examined. Adherence to prescribed physical activity or exercise in low back pain patients is typically poor, with reports of non-adherence in 50 to 70% of patients [14,15]. Moreover, physical activity levels have a negative association with disability in patients with chronic low back pain [16]. While it is plausible to suggest that back pain patients who do not engage in regular physical activity exhibit greater fear-avoidance, thus explaining the relationship between higher levels of pain and disability, this has not been well examined.

Therefore we conducted this study to provide further empirical investigation of proposed pathways within the fear-avoidance model in patients with chronic low back pain. The specific objectives of this study were 1) to investigate whether catastrophizing, in combination with fear and psychological distress, mediated the relationship between pain and disability, 2) to investigate whether catastrophizing mediated the relationship between pain and fear, and 3) to examine whether engagement with regular structured physical activity moderated the indirect effect of catastrophizing, fear, and psychological distress on the relationship between pain and disability.

Materials and methods

Study design

This cross-sectional study with mediation analysis used data from people with chronic low back pain, and does not report any outcomes following specific treatment.

Participants

This study was based on data collected from 218 consecutive participants (out of 394 people screened for inclusion) with chronic low back pain from the local community who attended the local University School of Science and Health research facility between June 2011 and July 2016 (Table 1; S1 Table). Sample size estimates for mediation analysis to achieve 0.8 power [17] were based on previous data for the mediating effect of fear and depression on the relationship between pain and disability (a and b pathways B = 0.40), and required a minimum of 71 participants. This study was not sufficiently powered to detect significant indirect effects when the a and b paths (exposure to mediator, mediator to outcome respectively) were small (B = 0.14). For example a small ‘a path’ but large ‘b path’ (B = 0.60) is suggested to require n = 365. All data collection procedures received ethical approval from the Western Sydney University Human Research Ethics Committee. Written informed consent was received from all participants prior to proceeding with data collection. Participants were eligible for the study if they were between the ages of 18 and 65 years, had pain and/or impairment attributed to the low back > 3-months, with symptoms reported between T12 to the gluteal folds that was not from a specific origin (as confirmed from previous back surgical history, spondylolisthesis, spinal stenosis, persistent referred pain symptoms into the lower leg). Other exclusion criteria included any surgery in the last 3 months, pregnancy in the last 12-months, diagnosed psychiatric or somatoform disorder, or any other neuromuscular or metabolic disease.

thumbnail
Table 1. Baseline characteristics of study participants (n = 218) and the sub-groups of people identified as reporting weekly physical activity (PA) or no PA.

Unless otherwise stated all data are mean ± SD. The types of physical activity and number of participants reporting weekly performance of the activity type are provided. Some participants reported multiple types of activity, thus there is some overlap.

https://doi.org/10.1371/journal.pone.0180788.t001

Assessment

All information for this study was collected from participants at an in-person meeting that included: duration of pain and disability symptoms (months or years), age, height, weight, and employment status over the last 3-months. Further information collected related to activities pursued in the last month for management of their back pain including medication use, consultation with an allied health professional (e.g. physiotherapist, chiropractor, clinical exercise physiologist) or other types of treatment (e.g. remedial massage, acupuncture). We also collected information about the frequency, intensity, type, and time of physical activities performed in the last month.

Individuals were classified as performing regular structured physical activity if they described on average once per week for > 30-minutes (in one bout or accumulated over a day) an activity classified at least moderate intensity (≥ 4–6 METs) defined by the American College of Sports Medicine (e.g. walking approximately 5.km.h-1 or other cardiorespiratory exercise, mowing lawns [18]), activity prescribed by an allied health professional for their back pain (e.g. trunk focussed exercise, stretching), leisure time sport or other recreational pursuits (e.g. golf without a cart), or self-directed physical activity such as resistance exercise.

Self-report questionnaires were subsequently administered at the in-person meeting comprising measures to examine pathways within the fear-avoidance model.

Disability

Self-perceived disability was measured with the Oswestry Low Back Pain Disability Index (ODI) [19]. The ODI is a 10-item questionnaire regarding how a patient’s low back pain affects different aspects of their life such as walking, sitting, standing, and lifting. Each item has 6 corresponding answers that are scored in severity from 0 to 5. The scores from the 10-items are summed (maximum total of 50), and expressed as a percentage (0 to 100%). Studies have shown the ODI to have good construct validity [20], internal consistency and reliability [21].

Self-rated low back pain

A 10-cm VAS with “no pain” on the left side and “worst pain” on the right side was used to measure the current pain intensity (VAS-c), and worst pain intensity in the last week (VAS-w) [22]. The VAS has been found to have good construct validity [23] and reliability [24].

Fear-avoidance beliefs

The Fear Avoidance Beliefs Questionnaire (FABQ) was used to examine patient’s beliefs about the potential harm of work or general physical activity to their back pain [25]. The FABQ has 16 items, each scored from 0 to 6. Higher numbers indicate increased levels of fear-avoidance beliefs. Two subscales within the FABQ have been identified, a 7-item work subscale score (FABQ-w, score range 0–42), and a 4-item physical activity subscale score (FABQ-p, score range 0–24). The internal consistency and test-retest reliability of the FABQ are high [26].

Pain catastrophizing

The Pain Catastrophizing Scale (PCS) was used [27]. The PCS is a 13-item questionnaire developed to identify catastrophic thoughts or feelings in relation to painful experiences. The total score ranges from 0 to 52 and high scores indicate that more catastrophic thoughts or feelings are experienced. The internal consistency and test-retest reliability of the PCS are high [28,29].

Anxiety and depression

Anxiety and depression was measured using the 14-item Hospital Anxiety and Depression Scale (HADS). There are 7-items each for anxiety and depression, with items scored from 0 to 3; higher scores indicate greater anxiety (HADS-a) or depression (HADS-d). The total score for each sub-scale ranges from 0 to 21 [30]. The HADS has good internal consistency [31], reliability [31], and validity [32,33].

Data analysis

Multiple mediation analysis was performed according to recommended procedures [3437] to examine whether the relationship between pain and disability was explained by fear, catastrophizing, depression, and anxiety. Highly correlated variables that indicate multicollinearity (r > 0.90), or variables that were not correlated with either pain or disability, were excluded from the subsequent mediation analyses based on recommendations for multivariate analyses [38]. Multicollinearity between pain, disability, fear, catastrophizing, depression, and anxiety was assessed by performing Pearson correlations (Table 2).

thumbnail
Table 2. Correlations (r-value) between measure of disability (ODI) and pain (VAS-c, VAS-w) with depression (HADS-d), anxiety (HADS-a), fear (FABQ-a, FABQ-w), and catastrophizing (PCS).

https://doi.org/10.1371/journal.pone.0180788.t002

The following a priori steps had to be successfully met to confirm mediation: 1) pain was significantly associated with disability (total effect; c path, Fig 1); 2) pain was significantly associated with each of the proposed mediator variables (fear, catastrophizing, anxiety, depression; a paths), 3) controlling for pain, each of the proposed mediators was significantly associated with disability (b paths), and 4) the relationship between pain and disability was reduced (direct effect, c’ path) when controlling for the proposed mediators (indirect effect, a x b), with the 95% confidence interval (CI) for the indirect effect of each proposed mediating variable outside 0 (Fig 1).

thumbnail
Fig 1. Example of the mediation-moderation model tested in this study.

(A) is the primary relationship between pain and disability, with the total effect labelled c. (B) are the proposed mechanisms of mediation and moderation. The direct effect (c’) is the effect of pain on disability after controlling for the mediator variables. The indirect effect of pain on the mediators are the ‘a pathways’. The indirect effect of the mediators on disability are the ‘b pathways’.

https://doi.org/10.1371/journal.pone.0180788.g001

A custom written macro (PROCESS; www.processmacro.org) was downloaded into SPSS (v22, IBM, USA) based on recommendations for how to perform multiple mediation pathway analysis with bias-corrected bootstrapping tests [3436]. Bootstrapping is a statistical method that involves drawing repeated samples from the data with replacement in order to gain multiple estimates of the indirect effect attributed to potential mediator variables [36]. Advantages to using this statistical approach for testing mediation over Baron and Kenny’s 4-step method [39] is that it does not make the assumption of normality for the direct effects, and multiple mediators can be tested simultaneously [35,36]. Furthermore, type I error is reduced because fewer statistical tests are required [36].

Two mediation analyses were performed (PROCESS, model 4) to examine whether the proposed mediators influenced the relationship between VAS-c and VAS-w with ODI. Further analyses were performed (model 4) to examine whether PCS mediated the relationship between VAS scores and fear (FABQ-a, FABQ-w).

We tested for moderated mediation of the entire FABQ model using PROCESS model 15. First, the conditional indirect effects (a x b path) for each mediator variable were compared between individuals who did and did not report performance of a structured weekly physical activity session using bias-corrected bootstrapping (5,000 resamples). If 95% confidence intervals for the between-group contrast did not include 0 the separate indirect effects for each variable were inspected to determine which physical activity group influenced mediation outcomes. All regression coefficients are presented as the unstandardized regression coefficients (B) from the PROCESS macro. The significance level of this study was p ≤ 0.05.

Results

Relationship between variables

All correlation coefficients were below 0.90 indicating that multicollinearity was not present (Table 2). ODI and VAS-c were associated with all variables, and VAS-w was associated with all variables apart from HADS-a. Therefore the only variable excluded from mediation analyses was for HADS-a in the relationship between VAS-w and ODI.

Mediation of the relationship between pain and disability

The mediation analyses (Tables 3 and 4) revealed similar outcomes for current pain intensity (VAS-c) and worst pain in the last week (VAS-w), therefore only the VAS-c result will be clarified further. The overall regression model showed that 46.9% (p<0.001) of the variance in ODI scores was explained by VAS-c and the mediator variables. The relationship between pain (VAS-c) and disabilty (ODI) was significant (total effect, c pathway, B = 3.02, r2 = 0.26, p<0.001). The overall indirect effect for the multiple mediator model was B = 1.50 (95% CI = 0.88 to 2.16), and accounted for 49.7% of the total effect. Indirect effects for the proposed mediators are depicted in Table 4. Only FABQ-a, PCS, and HADS-d met all criteria for significant mediation of the relationship between pain and disability. Overall, 42.4% of the variability in the relationship between pain and disability was explained by FABQ-a, PCS, and HADS-d.

thumbnail
Table 3. Total effect, direct effect, indirect effect, and r2 values for the mediation models of current pain (VAS-c) and worst pain in the last week (VAS-w) with disability (ODI).

https://doi.org/10.1371/journal.pone.0180788.t003

thumbnail
Table 4. Indirect paths of the multiple mediator model for fear (FABQ-a, FABQ-w), catastrophizing (PCS), depression (HADS-d), and anxiety (HADS-a).

95% confidence intervals for the indirect effect were calculated using bias-corrected bootstrapping with 5,000 resamples.

https://doi.org/10.1371/journal.pone.0180788.t004

Catastrophizing as a mediator of the relationship between pain and fear

Because of the similarity in outcomes between VAS-c and VAS-w (Tables 3 and 4), and that only FABQ-a was a significant mediator of the relationship between pain and disability (Table 4), we only tested whether PCS mediated the significant relationship between VAS-c and FABQ-a (B = 0.71, r2 = 0.09, p<0.001). All criteria for significant mediation were met (Fig 2), with the indirect effect of PCS (B = 0.37, 95% CI 0.15 to 0.62) explaining 53% of the total effect of VAS-c on FABQ-a.

thumbnail
Fig 2. Mediation of the relationship between pain and fear through catastrophizing.

Coefficients for the different pathways (a, b, c) are displayed. The indirect effect (a x b pathway) for PCS was 0.37 (95% CI 0.15 to 0.62). *** is p<0.001.

https://doi.org/10.1371/journal.pone.0180788.g002

Physical activity moderates the effect of catastrophizing

The indirect effect of catastrophizing on the relationship between VAS-c and ODI was significantly moderated by reporting of weekly structured physical activity (Table 5). Specifically, the indirect effect for PCS mediating the relationship between VAS-c and ODI was only significant for individuals reporting weekly physical activity (B = 1.31, 95% CI 0.44 to 2.23), compared to individuals reporting no weekly physical activity (B = 0.21, 95% CI -0.50 to 0.97).

thumbnail
Table 5. Test of equality between the moderated indirect effects (a x b pathway) for patients with low back pain who did and did not report weekly physical activity, using bias-corrected bootstrapping (5,000 resamples).

https://doi.org/10.1371/journal.pone.0180788.t005

The conditional indirect effects for PCS mediating the relationship between VAS-c and FABQ-a were not different between individuals who did and did not report weekly physical activity (B = 0.37, 95% CI -0.17 to 0.94).

Discussion

Summary of main findings

We conducted this study to investigate proposed pathways within the fear-avoidance model in a relatively large sample (n = 218) of chronic low back pain patients, and to address gaps in the literature pertaining to the potential mediating effect of catastrophizing on the pain-disability relationship. Moreover this was the first study to examine the moderating effect of physical activity on pathways within the fear-avoidance model. The main findings of this study were 1) fear, catastrophizing, and depression explained 42.4% of the relationship between pain and disability in patients with chronic low back pain, 2) the mediating effect of catastrophizing was conditional upon the performance of weekly structured physical activity, and 3) catastrophizing mediated the relationship between pain and fear, the first proposed pathway in the fear-avoidance model, and this was not conditional upon the performance of regular physical activity.

Fear-avoidance

The results of this study support previous findings for the role of fear-avoidance and depression as significant mediators of the positive relationship between pain and disability in chronic back pain patients [11]. Thus the relationship between higher pain and disability is, in part, explained by higher self-rated fear-avoidance beliefs about physical activity and depression. A novel finding of this study was that the mediating effect of fear was not conditional upon physical activity. This provides insight into the confusing findings with regards to changes in fear-avoidance following physical activity interventions. While some studies have reported small-to-medium effect sizes for reductions in fear following physical activity or exercise interventions for back pain [4043], a number of studies have shown no change in measures of fear-avoidance despite reduced pain and disability [4448]. These equivocal findings lead to confusion for evidence-based practitioners attempting to understand why a physical activity based intervention may or may not be effective for reducing fear-avoidance beliefs in chronic back pain patients. Recent evidence suggests that physical activity interventions are only effective for reducing high fear-avoidance beliefs when combined with cognitive behavioural approaches [49,50]. The results of this study provide support for the need to supplement physical activity interventions with cognitive approaches, because the mediating effect of fear on pain related disability was not conditional upon performing weekly structured physical activity. In other words, performing exercise alone is likely not sufficient to reduce fear of movement and therefore pain related disability in people with chronic low back pain.

Catastrophizing

We have also extended current understanding for the role of catastrophizing as a mediator of the relationship between pain and disability in chronic back pain patients. Catastrophizing is defined as an exaggerated negative interpretation of pain that may occur during an actual or anticipated pain experience [27]. There are equivocal results for the association between catastrophizing and pain related disability in back pain patients [9,5154], and for catastrophizing as a factor to explain successful outcomes in back pain patients following different types of treatment [13,47,55,56]. The pooled coefficient from the recent meta-analysis [11] for the indirect effect (a x b pathway) of catastrophizing as a mediator of the pain-disability relationship was not significant (B = 0.07, 95% CI -0.06 to 0.19), although based on a relatively small sample (3 studies, n = 234 patients) and inclusive of both acute and chronic back pain patients. Our analyses of 218 people with chronic back pain revealed that the indirect effect of catastrophizing, but not fear or depression, was conditional upon reporting engagement with weekly structured physical activity (conditional a x b pathway; B = 1.31, 95% CI 0.44 to 2.23). Thus in people with chronic back pain who reported weekly physical activity, albeit within our definition of physical activity, higher catastrophizing scores in addition to fear and depression explained the relationship between pain and disability. Catastrophizing had no influence on the pain-disability relationship for chronic back pain patients who reported no weekly structured physical activity, with an indirect effect comparable to previous data (B = 0.21, 95% CI -0.50 to 0.97). Therefore a unique and important recommendation for clinical practice is that people with chronic back pain who regularly engage with, or potentially initiate regular physical activity, may require specific psychological counselling or support with regards to negative perceptions about pain. Because this was a cross-sectional study, the temporal relationship between performing regular physical activity and negative pain perceptions are unclear.

The second objective of this study was to examine the proposed pathway of the fear-avoidance model where catastrophizing mediates the relationship between pain and fear. To our knowledge, we are the first to report that catastrophizing is a significant, positive mediator of the relationship between pain and fear in chronic low back pain patients, and that this relationship is not conditional on physical activity. While significant, the relationship between pain and fear was relatively small (r2 = 0.09). Therefore the relative importance of this pathway should be questioned. Indeed two prospective studies [57,58] showed that early changes in catastrophizing after injury or following early engagement with a treatment provider for musculoskeletal pain do not precede changes in fear, or predict changes in disability or depression. Therefore while a statistically significant finding, the clinical relevance of catastrophizing as a mediator of the relationship between fear and pain seems limited.

Implications for practice

Recently the fear-avoidance model has been critiqued for both the lack of empirical support for proposed pathways, or consideration for how multi-dimensional processes (e.g. social, cultural, environmental factors) influence relationships [59]. For clinicians, the relative importance of the fear-avoidance model is often discussed, but translating research into effective treatment for people with chronic low back pain is lacking. Our findings are novel because they show that an external condition, in this case performance of weekly structured physical activity, explains relationships between proposed belief pathways in the fear-avoidance model. Indeed a strength of our data analysis is that mediation is often thought to reveal specific variables to be targeted with interventions, such as fear and depression. Our data supports current recommendations that psychological counselling with regards to fear and depression should be a standard treatment inclusion for people with chronic low back pain [11,49].

The results of our study also provide unique clinical perspectives with regards to the relationship between regular physical activity, catastrophizing, and fear-avoidance. First, people with chronic low back pain who engage with weekly physical activity appear to require additional support to address negative pain perceptions. What this support entails is unclear from the current study, although education about chronic pain (e.g. [49]) as compared to the feelings of discomfort elicited from normal physical activity is a likely first step. Second, it appears that engagement with regular physical activity is not necessary to influence the mediating effect of fear-avoidance beliefs on the pain-disability relationship. While physical activity interventions have tremendous benefits for overall health and are frequently prescribed in chronic back pain, the overall effect size for these interventions on back pain related disability is small-to-medium [60,61]. Our data suggest that greater emphasis may need to be placed on the psychosocial components of pain to complement and improve the response to physical activity interventions.

Limitations

There are several limitations that should be considered. The definition of weekly physical activity was based on the self-report of at least one session per week for the last month consisting of either cardiorespiratory type exercise, trunk exercise (self- or therapist-directed), or other forms of physical activity. This definition does not quantify physical activity in terms of gross caloric expenditure, nor provide activity ‘dose’ information. Quantification of physical activity based on accelerometer data would not accurately capture exercise routinely performed by back pain patients, such as a trunk stability program that involves minimal whole body movement (i.e. accelerations). We did not elect to categorize physical activity based on a higher threshold, such as three times per week, based on the current low back pain rehabilitation literature where one session per week appears equitable to a minimum level likely to have positive outcomes for patients [60]. Nor did we want to compare different types of exercise, since the overwhelming evidence is that no one mode of exercise is superior to any other for chronic back pain rehabilitation [60].

With regards to the mediation analyses conducted in this study, the explanatory factors of fear, depression, and catastrophizing did not completely mediate the relationship between pain and disability. There are likely other behavioural factors, such as self-efficacy, that contribute to this relationship [11]. However, the scope of this study was with regards to pathways described within the fear-avoidance model. While ongoing discussion in the literature attempts to refine and update this model, we did not measure variables that as yet are not typically included within the fear-avoidance pathways.

The results of this study should not be generalized to all back pain patients. In particular fear about work related activities, as well as depression and anxiety scores, were lower than reported in other studies of chronic back pain patients. These lower scores may, in part, explain why FABQ-w and HADS-a scores were not identified as significant mediators. However, we believe our sample is representative of the typical patient who chooses to engage with treatment. Indeed scores for disability, pain, and fear about physical activity were similar to baseline values for recent clinical trials [47,49]. Thus our findings likely have good generalizability for clinical practice.

Based on estimates for required sample sizes in mediation analyses [17], our study was not sufficiently powered to detect significant indirect effects when the a and b paths (exposure to mediator, mediator to outcome respectively) were small (B = 0.14). For example a small ‘a path’ but large ‘b path’ (B = 0.60) is suggested to require n = 365. Inspection of our data (Table 4) would suggest that we were only underpowered to detect a significant indirect effect for anxiety (HADS-a) mediating the relationship between current pain and disability. However, further exploration of these pathways is needed.

Finally, while we designed this study to address many of the quality recommendations for mediation analyses (e.g. a theoretical framework, sample size justification, accurate pathway analysis and inspection of indirect effects, [11]), we were unable to address temporal causality for relationships between the respective variables (i.e. physical activity and catastrophizing). This study was a cross-sectional examination of participants with chronic low back pain from the local community who attended the University research facility for different experimental studies. Therefore no inferences can be made about whether changes in one variable precede another.

Conclusion

This study found that fear, depression, and catastrophizing mediate the relationship between pain and disability in people with chronic low back pain. The mediating effect of catastrophizing, but not fear or depression, was conditional upon participants reporting weekly performance of structured physical activity sessions. Thus chronic back pain patients who engage with regular physical activity may require psychological intervention and support for negative perceptions of pain. The effect of fear and depression on pain related disability was not related to regular physical activity, suggesting that psychological interventions are likely the best treatment choice for these factors.

Supporting information

S1 Table. Self report data from participants in this study.

https://doi.org/10.1371/journal.pone.0180788.s001

(PDF)

References

  1. 1. Murray CJJ, Lopez AD (2013) Measuring the global burden of disease. New Eng J Med 369: 448–457. pmid:23902484
  2. 2. Arthritis Victoria and Osteoporosis (2013) A problem worth solving. Elsternwick, Victoria: Arthritis and Osteoporosis Victoria.
  3. 3. Walker BF, Muller R, Grant WD (2003) Low Back Pain in Australian Adults: The Economic Burden. J Pub Health 15: 79–87.
  4. 4. Gatchel RJ, Peng YB, Peters ML, Fuchs PN, Turk DC (2007) The biopsychosocial approach to chronic pain: scientific advances and future directions. Psychol Bull 133: 581–624. pmid:17592957
  5. 5. Waddell G (1992) Biopsychosocial analysis of low back pain. Baillieres Clin Rheumatol 6: 523–557. pmid:1477890
  6. 6. Pincus T, Burton AK, Vogel S, Field AP (2002) A systematic review of psychological factors as predictors of chronicity/disability in prospective cohorts of low back pain. Spine 27: E109–120. pmid:11880847
  7. 7. Fisher K, Johnston M (1997) 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 13: 67–80.
  8. 8. Leeuw M, Goossens MEJB, Linton SJ, Crombez G, Boersma K, Vlaeyen JWS (2007) The fear-avoidance model of musculoskeletal pain: current state of scientific evidence. J Behav Med 30: 77–94. pmid:17180640
  9. 9. Vlaeyen J, Linton S (2000) Fear-avoidance and its consequences in chronic musculoskeletal pain: A state of the art. Pain 85: 317–332. pmid:10781906
  10. 10. Lethem J, Slade PD, Troup JD, Bentley G (1983) Outline of a fear-avoidance model of exaggerated pain perception: I. Behav Res Ther 21: 401–408. pmid:6626110
  11. 11. Lee H, Hubscher M, Moseley LG, Kamper SJ, Traeger AC, Mansell G, et al. (2015) How does pain lead to disability? A systematic review and meta-analysis of mediation studies in people with back and neck pain. Pain 156: 988–997. pmid:25760473
  12. 12. Gay CW, Horn ME, Bishop MD, Robinson ME, Bialosky JE (2015) Investigating dynamic pain sensitivity in the context of the fear-avoidance model. Eur J Pain 19: 48–58. pmid:24890100
  13. 13. Wertli MM, Burgstaller JM, Weiser S, Steurer J, Kofmehl R, Held U (2014) Influence of catastrophizing on treatment outcome in patients with nonspecific low back pain. Spine 39: 263–273. pmid:24253796
  14. 14. Friedrich M, Gittler G, Halberstadt Y, Cermak T, Heiller I (1998) Combined exercise and motivation program: effect on the compilance and level of disability of patients with chronic low back pain: a randomized controlled trial. Arch Phys Med Rehabil 79: 475–487. pmid:9596385
  15. 15. Harkapaa K, Jarvikoski A, Mellin G, Hurri H, Luoma J (1991) Health locus of control beliefs and psychological distress as predictors for treatment outcome in low-back pain patients: results of a 3-month follow-up of a controlled intervention study. Pain 46: 35–41. pmid:1832753
  16. 16. Lin CW, McAuley JH, Macedo LG, Barnett DC, Smeets RJ, Verbunt JA (2011) Relationship between physical activity and disability in low back pain: a systematic review and meta-analysis. Pain 152: 607–613. pmid:21251757
  17. 17. Fritz MS, MacKinnon DP (2007) Required sample size to detect the mediated effect. Psychol Sci 18: 233–239. pmid:17444920
  18. 18. American College of Sports Medicine (2013) ACSM's guidelines for exercise testing and prescription. Philadelphia: Wolters Kluwer Publishers.
  19. 19. Fairbank JC, Pynsent PB (2000) The Oswestry disability index. Spine 25: 2940–2953. pmid:11074683
  20. 20. Greenough CG (1993) Recovery from low back pain. 1–5 year follow-up of 287 injury-related cases. Acta Orthop Scand Suppl 254: 1–34.
  21. 21. Kopec J (2000) Measuring functional outcomes in persons with back pain. Spine 25: 3110–3114. pmid:11124726
  22. 22. Huskisson EL (1974) Measurement of pain. Lancet 9: 1127–1131.
  23. 23. Summers S (2001) Evidence-based practice part 2: Reliability and validity of selected acute pain instruments. J Perianesthesia Nursing 16: 35–40.
  24. 24. Revill SI, Robinson JO, Rosen M, Hogg MIJ (1976) The reliability of a linear analogue for evaluating pain. Anaesthesia 31: 1191–1198. pmid:1015603
  25. 25. Waddell G, Newton M, Henderson I, Somerville D, Main CJ (1993) A Fear-Avoidance Beliefs Questionnaire (FABQ) and the role of fear-avoidance beliefs in chronic low back pain and disability. Pain 52: 157–168. pmid:8455963
  26. 26. Swinkels-Meewisse EJCM, Swinkels RAHM, Verbeek ALM, Vlaeyen JWS, Oostendorp RAB (2003) Psychometric properties of the Tampa Scale for kinesiophobia and the fear-avoidance beliefs questionnaire in acute low back pain. Man Ther 8: 29–36. pmid:12586559
  27. 27. Sullivan MJL, Bishop SR (1995) The pain catastrophizing scale: development and validation. Psychol Assessment 7: 524–532.
  28. 28. Van Damme S, Crombez G, Bijttebier P, Goubert L, van Houdenhove B (2002) A confirmatory factor analysis of the Pain Catastrophizing Scale: Invariant factor structure across clinical and non-clinical populations. Pain 96: 319–324. pmid:11973004
  29. 29. Lame IE, Peters ML, Kessels AG, Van Kleef M, Patijn J (2008) Test-retest stabilty of the pain catastrophizing scale and the Tampa scale for kinesiophobia in chronic pain patients over a longer period of time. J Health Psych 13: 820–826.
  30. 30. Zigmond AS, Snaith RP (1983) The hospital anxiety and depression scale. Acta Psychiatr Scan 67: 361–370.
  31. 31. Spinhoven P, Ormel J, Sloekers PPA, Kempen GIJM, Speckens AEM, VanHemert AM (1997) A validation study of the Hospital Anxiety and Depression Scale (HADS) in different groups of Dutch subjects. Psychol Med 27: 363–370. pmid:9089829
  32. 32. Bjelland I, Dahl AA, Haug TT, Neckelmann D (2002) The validity of the Hospital Anxiety and Depression Scale. An updated literature review. J Psychosom Res 52: 69–77. pmid:11832252
  33. 33. Cassidy EL, Atherton RJ, Robertson N, Walsh DA, Gillett R (2012) Mindfulness, functioning and catastrophizing after multidisciplinary pain management for chronic low back pain. Pain 153: 644–650. pmid:22240149
  34. 34. Cheung GW, Lau RS (2008) Testing mediation and suppression effects of latent variables: bootstrapping with structural equation models. Organizational Research Methods 11: 296–325.
  35. 35. Hayes AF (2013) Introduction to Mediation, Moderation and Conditional Process Analysis. New York: Guilford Press.
  36. 36. Preacher KJ, Hayes AF (2008) Asymptotic and resampling strategies for assessing and comparing indirect effects in multiple mediator models. Behav Research Meth 40: 879–891.
  37. 37. Ross C, Juraskova I, Lee H, Parkitny L, Stanton TR, Moseley LG, et al. (2015) Psychological distress mediates the relationship between pain and disability in hand or wrist fractures. J Pain 16: 836–843. pmid:26072389
  38. 38. Tabachnick B, Fiddell L (2013) Using multivariate statistics. Boston, MA: Pearson.
  39. 39. Baron R, Kenny D (1986) The moderator-mediator variable distinction in social psychological research: Conceptual, strategic, and statistical considerations. J Pers Soc Psychol 51: 1173–1182. pmid:3806354
  40. 40. Marshall PWM, Murphy BA (2008) Muscle activation changes following exercise rehabilitation for chronic low back pain. Arch Phys Med Rehabil 89: 1305–1313. pmid:18586132
  41. 41. Henry SM, Van Dillen LR, Ouellette-Morton RH, Hitt JR, Lomond KV, DeSarno JJ, et al. (2014) Outcomes are not different for patient-matched versus nonmatched treatment in subjects with chronic recurrent low back pain: a randomized clinical trial. Spine J 14: 2799–2810. pmid:24662210
  42. 42. Mannion AF, Junge A, Taimela S, Muntener M, Lorenzo K, Dvorak J (2001) Active therapy for chronic low back pain. Part 3. Factors influencing self-rated disability and its change following therapy. Spine 26: 920–929. pmid:11317114
  43. 43. da Luz MA, Costa LOP, Fugro FF, Manzoni AC, Oliveira NT, Cabral CM (2014) Effectiveness of mat Pilates or equipment-based Pilates exercises in patients with chronic nonspecific low back pain: a randomized controlled trial. Phys Ther 94: 623–631. pmid:24435105
  44. 44. Balthazard P, de Goumoens P, Rivier G, Demeulenaere P, Ballabeni P, Deriaz O (2012) Manual therapy followed by specific active exercises versus a placebo followed by specific active exercises on the improvement of functional disability in patietns with chronic non specific low back pain: a randomized controlled trail. BMC Musculo Disord 13: 162.
  45. 45. Rasmussen-Barr E, Ang B, Arvidsson I, Nilsson-Wikmar L (2009) Graded exercise for recurrent low-back pain. Spine 34: 221–228. pmid:19179916
  46. 46. Unsgaard-Tondel M, Fladmark AM, Salvesen O, Vasseljen O (2010) Motor control exercises, sling exercises, and general exercises for patients with chronic low back pain: a randomized controlled trial with 1-year follow-up. Phys Ther 90: 1426–1440. pmid:20671099
  47. 47. Marshall P, Kennedy S, Brooks C, Lonsdale C (2013) Pilates exercise or stationary cycling for chronic non-specific low back pain: does it matter? A randomized controlled trial with 6-month follow-up. Spine 38: E952–E959. pmid:23615384
  48. 48. Mannion AF, Caporaso F, Pulkovski N, Sprott H (2012) Spine stabilisation exercises in the treatment of chronic low back pain: a good clinical outcome is not associated with improved abdominal function. Eur Spine J 21: 1301–1310. pmid:22270245
  49. 49. Vibe Fersum K, O'Sullivan PB, Skouen JS, Smith A, Kvale A (2013) Efficacy of classification-based cognitive functional therapy in patients with non-specific chronic low back pain: a randomized controlled trial. Eur J Pain 17: 916–928. pmid:23208945
  50. 50. Linden M, Scherbe S, Cicholas B (2014) Randomized controlled trial on the effectiveness of cognitive behaviour therapy in chronic back pain patients. J Back Musculo Rehabil 27: 563–568.
  51. 51. Kovacs F, Seco J, Royuela A, Pena A, Muriel A (2011) The correlation between pain, catastrophizing, and disability in subacute and chronic low back pain. Spine 36: 339–345. pmid:20823782
  52. 52. Vlaeyen JWS, Kole-Snijders AMJ, Boeren RGB, van Eek H (1995) Fear of movement/(re)injury in chronic low back pain and its relation to behavioral performance. Pain 62: 363–372. pmid:8657437
  53. 53. Kovacs FM, Seco J, Royuela A, Corcoll-Reixach J, Peña-Arrebola A (2012) The prognostic value of catastrophizing for predicting the clinical evolution of low back pain patients: A study in routine clinical practice within the Spanish National Health Service. Spine J 12: 545–555. pmid:22819318
  54. 54. Moix J, Kovacs FM, Martín A, Plana MN, Royuela A (2011) Catastrophizing, State Anxiety, Anger, and Depressive Symptoms Do Not Correlate with Disability when Variations of Trait Anxiety Are Taken into Account. A Study of Chronic Low Back Pain Patients Treated in Spanish Pain Units. Pain Med 12: 1008–1017. pmid:21668743
  55. 55. Smeets RJEM, Vlaeyen JWS, Kester ADM, Knottnerus JA (2006) Reduction of Pain Catastrophizing Mediates the Outcome of Both Physical and Cognitive-Behavioral Treatment in Chronic Low Back Pain. J Pain 7: 261–271. pmid:16618470
  56. 56. Albaladejo C, Kovacs FM, Royuela A, Del Pino R, Zamora J (2010) The efficacy of a short education program and a short physiotherapy program for treating low back pain in primary care: A cluster randomized trial. Spine 35: 483–496. pmid:20147875
  57. 57. Bergbom S, Boersma K, Linton SJ (2012) Both early and late changes in psychological variables relate to treatment outcome for musculoskeletal pain patients at risk for disability. Behav Res Ther 50: 726–734. pmid:23000845
  58. 58. Wideman TH, Adams H, Sullivan M (2009) A prospective sequential analysis of the fear-avoidance model of pain. Pain 145: 45–51. pmid:19477072
  59. 59. Wideman TH, Asmundson GGJ, Smeets RJEM, Zautra AJ, Simmonds MJ, Sullivan MJL, et al. (2013) Re-thinking the fear avoidance model: toward a multi-dimensional framework of pain-related disability. Pain 154: 2262–2265. pmid:23748115
  60. 60. Middelkoop M, Rubinstein SM, Kuijpers T, Verhagen AP, Ostelo R, Koes BW, et al. (2011) A systematic review on the effectiveness of physical and rehabilitation interventions for chronic non-specific low back pain. Eur Spine J 20: 19–39. pmid:20640863
  61. 61. O'Keeffe M, Purtill H, Kennedy N, Conneely M, Hurley J, O'Sullivan PB, et al. (2016) Comparative effectiveness of conservative interventions for nonspecific chronic spinal pain: physical, behavioural/psychologically informed, or combined? A systematic review and meta-analysis. J Pain 17: 755–774. pmid:26844416