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Thus, the overall medical encounter incidence is approximate.   Types of Medical Encounters |
              The proportion of participants seeking medical care ranged   and Anatomical Locations of injuries
              from 0.4% to 3.2%. 6,19–24  Of those who sought medical care,   Table 3 shows a summary of the types of medical encounters
              0.7–4.2% were evacuated by ambulance 6,19–24  and 2.3–12.7%   and the anatomical locations of injuries for the studies that
              were evacuated by privately owned vehicles. 20–22,24  Medical   reported these. There are several problems with the medical
              personnel on site at the events recommended participants fol-  encounters listed in these studies. First, there was the lack
              low-up with their personal medical care providers in 3.2% to   of standardization of diagnoses. Medical encounter descrip-
              9.0% of medical cases. 6,20,23                     tions were generally by a variety of medical care providers
                                                                 (physicians, physical therapists, nurses, medics, lifeguards,
              Table 2 show the meta-analyses on medical incidence, evac-  emergency medical technician) who have different levels of ex-
              uations to hospitals, and referrals to personal medical care.   pertise and often enter data quickly during what amounts to
              The weighted average of participants seeking medical care was   near mass casualty situations. Some studies 6,22,24  report “mus-
              1.4% of all participants. The weighted average of those seek-  culoskeletal injuries” without defining specific types of injuries
              ing medical care and evacuated by ambulance, by personal ve-  under this rubric. Second, the types of medical encounters can
              hicle, and referred to their personal medical care were 1.7%,   differ depending on environmental conditions, which are of-
              4.6%, and 5.6%, respectively. However, there was consider-  ten not reported in the publication. For example, in the study
              able variability in all these weighted estimates as indicated by   by Agar et al.  hypothermia was the medical condition with
                                                                           19
              the significant Q-statistic and I .                the highest incidence, but over 94% of these cases occurred in
                                     2

              TABLE 1  Studies Examining Medical Encounters During Civilian Obstacle Course Events
                                                      Participants           Ambulance                Referral to
                                                                    Medical   Evacuation   Private Vehicle   Personal Medical
                                                           Medical   Encounter   Incidence   Evacuation   Care for Follow-
                                                          Problems   Incidence   (% of    Incidence (% of   Up (% of
              Study       Event (Year)  Data Collection Total (n) a  (n)  (%)  medical cases)  medical cases)  medical cases)
              Agar et al.,   Tough Guy   Medical records
              2009 19   (2006–2007),   from on-site   ~20,000  251   1.26      3.59        NR            NR
                        4 iterations  medical team
              Greenberg   Tough Mudder   Hospital ER
              et al. 2014 25  (2013),    records at one   ~22,000  38  NR       b           b            NR
                        2 iterations  hospital
              Luke &    Tough Mudder   Presumably
              Dutch     (2012), 2    medical records
              2014 20   iterations   from on-site   ~22,000  441     2.00      0.68        2.27         3.17
                                     medical team
              Lund et al.   Warrior Dash   Database
              2015 21   (2011–2013) &   of medical
                        Tough Mudder   encounters
                        (2012 & 2013),   in OCEs,   45,325  1,458    3.22      0.69        2.40          NR
                        6 iterations  presumably
                                     collected on-site
              Coleby &   Spartan Race   Medical records
              Thibeault-  (2014),    from on-site   40,123  165      0.41      4.24        12.73         NR
              Rivard    12 iterations  medical team
              2016 22
              Pearkes et   Wolf Run,    Medical records
              al. 2016 6  7 iterations (year  from on-site   ~43,000  411  0.96  2.68      NR           9.00
                        not specified)  medical team
              Hawley et   Mud Hero   Medical records
              al. 2017 23  (2015),    from on-site   45,285  557     1.23      1.97        NR           8.62
                        13 iterations  medical team
              Rabb &    Spartan Race   Medical records
              Coleby    (2015–2017),    from on-site   73,366  1,782  2.43     0.95        5.11          NR
              2018 24   33 iterations  medical team
              Abbreviations: ER = emergency room; MSK = musculoskeletal, NR = not reported, OREs = obstacle course events
              a Numbers with a “~” are approximate, as provided in the article
              b Not clear how patients transported to this single hospital

              TABLE 2  Meta-Analyses on Proportion of Medical Incidence, Evacuations, and Referrals to Personal Medical Care
                                                                             Effect Size %    Q-Statistic  I 2
              Variable                            Denominator   Studies (n)   (95% CI)       p-value      (%)
              Medical Incidence                  All Participants   7        1.4 (0.9-2.1)   <0.01        100
              Ambulance Evacuations               Medical Cases     7        1.7 (1.0-2.9)   <0.01        80
              Personal Vehicle Evacuations        Medical Cases     4        4.6 (3.9-5.3)   <0.01        93
              Referrals to Personal Medical Care  Medical Cases     4        5.6 (4.7-6.6)   <0.01        94


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