From control to causation: Validating a 'complex systems model' of running-related injury development and prevention.

INTRODUCTION There is a need for an ecological and complex systems approach for better understanding the development and prevention of running-related injury (RRI). In a previous article, we proposed a prototype model of the Australian recreational distance running system which was based on the Systems Theoretic Accident Mapping and Processes (STAMP) method. That model included the influence of political, organisational, managerial, and sociocultural determinants alongside individual-level factors in relation to RRI development. The purpose of this study was to validate that prototype model by drawing on the expertise of both systems thinking and distance running experts. MATERIALS AND METHODS This study used a modified Delphi technique involving a series of online surveys (December 2016- March 2017). The initial survey was divided into four sections containing a total of seven questions pertaining to different features associated with the prototype model. Consensus in opinion about the validity of the prototype model was reached when the number of experts who agreed or disagreed with survey statement was ≥75% of the total number of respondents. RESULTS A total of two Delphi rounds was needed to validate the prototype model. Out of a total of 51 experts who were initially contacted, 50.9% (n = 26) completed the first round of the Delphi, and 92.3% (n = 24) of those in the first round participated in the second. Most of the 24 full participants considered themselves to be a running expert (66.7%), and approximately a third indicated their expertise as a systems thinker (33.3%). After the second round, 91.7% of the experts agreed that the prototype model was a valid description of the Australian distance running system. CONCLUSION This is the first study to formally examine the development and prevention of RRI from an ecological and complex systems perspective. The validated model of the Australian distance running system facilitates theoretical advancement in terms of identifying practical system-wide opportunities for the implementation of sustainable RRI prevention interventions. This 'big picture' perspective represents the first step required when thinking about the range of contributory causal factors that affect other system elements, as well as runners' behaviours in relation to RRI risk.

[1]  J. Hoeberigs Factors Related to the Incidence of Running Injuries , 1992, Sports medicine.

[2]  P. Thompson,et al.  Running as a Key Lifestyle Medicine for Longevity. , 2017, Progress in cardiovascular diseases.

[3]  D. Luke,et al.  Systems science methods in public health: dynamics, networks, and agents. , 2012, Annual review of public health.

[4]  S. Rasmussen,et al.  Incidence of Running-Related Injuries Per 1000 h of running in Different Types of Runners: A Systematic Review and Meta-Analysis , 2015, Sports Medicine.

[5]  M. Lind,et al.  Running more than three kilometers during the first week of a running regimen may be associated with increased risk of injury in obese novice runners. , 2014, International journal of sports physical therapy.

[6]  C. Finch,et al.  A framework for the etiology of running‐related injuries , 2017, Scandinavian journal of medicine & science in sports.

[7]  J. Lysholm,et al.  Injuries in runners , 1987, The American journal of sports medicine.

[8]  Alex Donaldson,et al.  Identifying context-specific competencies required by community Australian Football sports trainers , 2011, British Journal of Sports Medicine.

[9]  Shawn A Pruchnicki,et al.  Drifting into failure: theorising the dynamics of disaster incubation , 2014 .

[10]  M. Harrast,et al.  Injury Prevention in Novice Runners: An Evidence-Based Approach and Literature Review , 2015, Current Physical Medicine and Rehabilitation Reports.

[11]  B. Kluitenberg,et al.  Differences in kinetic variables between injured and noninjured novice runners: a prospective cohort study. , 2013, Journal of science and medicine in sport.

[12]  E. Witvrouw,et al.  Is Hip Muscle Weakness a Predisposing Factor for Patellofemoral Pain in Female Novice Runners? A Prospective Study , 2011, The American journal of sports medicine.

[13]  D. Wen,et al.  Risk factors for overuse injuries in runners , 2007, Current sports medicine reports.

[14]  I. Davis,et al.  What are the Main Risk Factors for Running-Related Injuries? , 2014, Sports Medicine.

[15]  Michael Ryan A review of anthropometric, biomechanical, neuromuscular and training related factors associated with injury in runners : review article , 2006 .

[16]  C. Finch,et al.  From monocausality to systems thinking: a complementary and alternative conceptual approach for better understanding the development and prevention of sports injury , 2015, Injury Epidemiology.

[17]  Vybarr Cregan-Reid,et al.  Running Numbers Continue to Rise, Here’s Why , 2016 .

[18]  John R Wilson,et al.  Fundamentals of systems ergonomics/human factors. , 2014, Applied ergonomics.

[19]  Laurent Malisoux,et al.  A step towards understanding the mechanisms of running-related injuries. , 2015, Journal of science and medicine in sport.

[20]  D. Lloyd,et al.  Bridging the Gap Between Content and Context: Establishing Expert Consensus on the Content of an Exercise Training Program to Prevent Lower-Limb Injuries , 2015, Clinical journal of sport medicine : official journal of the Canadian Academy of Sport Medicine.

[21]  K. Fields,et al.  Prevention of Running Injuries , 2010, Current sports medicine reports.

[22]  S. Blair,et al.  Leisure-time running reduces all-cause and cardiovascular mortality risk. , 2014, Journal of the American College of Cardiology.

[23]  L. Piwek,et al.  The Rise of Consumer Health Wearables: Promises and Barriers , 2016, PLoS medicine.

[24]  Paul M. Salmon,et al.  Not as simple as it looks: led outdoor activities are complex sociotechnical systems , 2017 .

[25]  J. Carroll,et al.  Moving Beyond Normal Accidents and High Reliability Organizations: A Systems Approach to Safety in Complex Systems , 2009 .

[26]  S. Bredeweg,et al.  Do runners who suffer injuries have higher vertical ground reaction forces than those who remain injury-free? A systematic review and meta-analysis , 2016, British Journal of Sports Medicine.

[27]  Laurent Malisoux,et al.  Influence of midsole hardness of standard cushioned shoes on running-related injury risk , 2013, British Journal of Sports Medicine.

[28]  Maria W. G. Nijhuis-van der Sanden,et al.  Injuries in Runners; A Systematic Review on Risk Factors and Sex Differences , 2015, PloS one.

[29]  Nancy G. Leveson,et al.  Applying systems thinking to analyze and learn from events , 2010 .

[30]  Nancy G. Leveson,et al.  A new accident model for engineering safer systems , 2004 .

[31]  Andrew Hale,et al.  Auditing Resilience in Risk Control and Safety Management Systems , 2017 .

[32]  B. Koes,et al.  Incidence and determinants of lower extremity running injuries in long distance runners: a systematic review , 2007, British Journal of Sports Medicine.

[33]  T. Johansson,et al.  The Fitness Revolution. Historical Transformations in the Global Gym and Fitness Culture , 2014 .

[34]  W. van Mechelen,et al.  Predictors of Running-Related Injuries in Novice Runners Enrolled in a Systematic Training Program , 2010, The American journal of sports medicine.

[35]  Patricia L Mabry,et al.  Systems science: a revolution in public health policy research. , 2010, American journal of public health.

[36]  Pascale Carayon,et al.  Human factors of complex sociotechnical systems. , 2006, Applied ergonomics.

[37]  Rasmus Oestergaard Nielsen,et al.  Predictors of Running-Related Injuries Among 930 Novice Runners , 2013, Orthopaedic journal of sports medicine.

[38]  Kim J. Vicente,et al.  The Walkerton E. coli outbreak: a test of Rasmussen's framework for risk management in a dynamic society , 2006 .

[39]  C. Finch,et al.  Independent appraiser assessment of the quality, methodological rigour and transparency of the development of the 2008 international consensus statement on concussion in sport , 2013, British Journal of Sports Medicine.

[40]  Bas Kluitenberg,et al.  What are the Differences in Injury Proportions Between Different Populations of Runners? A Systematic Review and Meta-Analysis , 2015, Sports Medicine.

[41]  M. Fredericson,et al.  Epidemiology and Aetiology of Marathon Running Injuries , 2007, Sports medicine.

[42]  W. van Mechelen Running injuries. A review of the epidemiological literature. , 1992, Sports medicine.

[43]  R. Holden People or systems? To blame is human. The fix is to engineer. , 2009, Professional safety.

[44]  Paul M. Salmon,et al.  Systems-based accident analysis methods: A comparison of Accimap, HFACS, and STAMP , 2012 .

[45]  Willem van Mechelen,et al.  Meta-Analyses of the Effects of Habitual Running on Indices of Health in Physically Inactive Adults , 2015, Sports Medicine.

[46]  D. Theisen,et al.  Can parallel use of different running shoes decrease running‐related injury risk? , 2015, Scandinavian journal of medicine & science in sports.

[47]  Caroline F. Finch,et al.  The epistemic basis of distance running injury research: A historical perspective , 2016, Journal of sport and health science.

[48]  Paul M Salmon,et al.  Who is in control of road safety? A STAMP control structure analysis of the road transport system in Queensland, Australia. , 2016, Accident; analysis and prevention.

[49]  Toomas Timpka,et al.  Risk and Protective Factors for Middle- and Long-Distance Running-Related Injury , 2017, Sports Medicine.

[50]  A. A. Zadpoor,et al.  The relationship between lower-extremity stress fractures and the ground reaction force: a systematic review. , 2011, Clinical biomechanics.

[51]  Laurent Malisoux,et al.  Shedding Light on the Etiology of Sports Injuries: A Look Behind the Scenes of Time-to-Event Analyses. , 2016, The Journal of orthopaedic and sports physical therapy.

[52]  A. Hreljac Impact and overuse injuries in runners. , 2004, Medicine and science in sports and exercise.

[53]  Guy H. Walker,et al.  A review of sociotechnical systems theory: a classic concept for new command and control paradigms , 2008 .

[54]  C. Webb,et al.  The Delphi technique: a methodological discussion. , 1994, Journal of advanced nursing.

[55]  Caroline F. Finch,et al.  Understanding safety management system applicability in community sport , 2013 .

[56]  Chris W. Clegg,et al.  Advancing socio-technical systems thinking: a call for bravery. , 2014, Applied ergonomics.

[57]  R. Adams,et al.  Risk factors associated with medial tibial stress syndrome in runners: a systematic review and meta-analysis , 2013, Open access journal of sports medicine.

[58]  W. Zoghbi,et al.  Global Chronic Disease: The Role of the American College of Cardiology. , 2016, Global heart.

[59]  F. Hasson,et al.  Consulting the oracle: ten lessons from using the Delphi technique in nursing research. , 2006, Journal of advanced nursing.

[60]  Paul M. Salmon,et al.  Closing Pandora's Box: adapting a systems ergonomics methodology for better understanding the ecological complexity underpinning the development and prevention of running-related injury , 2017 .

[61]  E. Verhagen Prevention of running-related injuries in novice runners: are we running on empty? , 2012, British Journal of Sports Medicine.

[62]  M. Lind,et al.  Training errors and running related injuries: a systematic review. , 2012, International journal of sports physical therapy.

[63]  T. Horstmann,et al.  Kinematic classification of iliotibial band syndrome in runners , 2011, Scandinavian journal of medicine & science in sports.