Methodological Guidelines Designed to Improve the Quality of Research on Cross-Country Skiing

Cross-country (XC) ski races involve a variety of formats, two different techniques and tracks with highly variable topography and environmental conditions. In addition, XC skiing is a major component of both Nordic combined and biathlon competitions. Research in this area, both in the laboratory and field, encounters certain difficulties that may reduce the reliability and validity of the data obtained, as well as complicate comparisons between studies. Here, 13 international experts propose specific guidelines designed to enhance the quality of research and publications on XC skiing, as well as on the biathlon and Nordic combined skiing. We consider biomechanical (kinematic, kinetic and neuromuscular) and physiological methodology (at the systemic and/or muscle level), providing recommendations for standardization/control of the experimental setup. We describe the types of measuring equipment and technology that are most suitable in this context. Moreover, we also deal with certain aspects of nomenclature of the classical and skating sub-techniques. In addition to enhancing the quality of studies on XC skiing, Nordic combined and biathlon, our guidelines should also be of value for sport scientists and coaches in other disciplines where physiological and/or biomechanical measurements are performed in the laboratory and/or outdoors.

[1]  H. Holmberg The elite cross‐country skier provides unique insights into human exercise physiology , 2015, Scandinavian journal of medicine & science in sports.

[2]  Erik Andersson,et al.  Automatic Classification of the Sub-Techniques (Gears) Used in Cross-Country Ski Skating Employing a Mobile Phone , 2014, Sensors.

[3]  Paola Zamparo,et al.  Gait models and mechanical energy in three cross-country skiing techniques , 2014, Journal of Experimental Biology.

[4]  F. Schena,et al.  Effects of short-term fatigue on biomechanical and physiological aspects of double poling in high-level cross-country skiers. , 2016, Human movement science.

[5]  D. Noordhof,et al.  The Maximal Accumulated Oxygen Deficit Method , 2010, Sports medicine.

[6]  Walter Rapp,et al.  The effect of swinging the arms on muscle activation and production of leg force during ski skating at different skiing speeds. , 2016, Human movement science.

[7]  M. Hoset,et al.  Construction of an instrumented roller ski and validation of three-dimensional forces in the skating technique , 2014 .

[8]  Ole Marius Hoel Rindal,et al.  Automatic Classification of Sub-Techniques in Classical Cross-Country Skiing Using a Machine Learning Algorithm on Micro-Sensor Data , 2017, Sensors.

[9]  H. Holmberg,et al.  Local depletion of glycogen with supramaximal exercise in human skeletal muscle fibres , 2017, The Journal of physiology.

[10]  Per Enge,et al.  Global Positioning System: Theory and Applications, Volume II , 1996 .

[11]  B. Saltin,et al.  The Muscle Fiber Profiles, Mitochondrial Content, and Enzyme Activities of the Exceptionally Well-Trained Arm and Leg Muscles of Elite Cross-Country Skiers , 2018, Front. Physiol..

[12]  Hans-Christer Holmberg,et al.  How do elite cross-country skiers adapt to different double poling frequencies at low to high speeds? , 2011, European Journal of Applied Physiology.

[13]  Alessandro Tognetti,et al.  Wearable Goniometer and Accelerometer Sensory Fusion for Knee Joint Angle Measurement in Daily Life , 2015, Sensors.

[14]  Mats Ainegren,et al.  Roller ski rolling resistance and its effects on elite athletes’ performance , 2009 .

[15]  G. Brooks,et al.  The Metabolic Systems: Anaerobic Metabolism (Glycolytic and Phosphagen) , 2003 .

[16]  Martin Buchheit,et al.  Sprint Running Performance Monitoring: Methodological and Practical Considerations , 2016, Sports Medicine.

[17]  G V Dimitrov,et al.  Simulation analysis of the performance of a novel high sensitive spectral index for quantifying M-wave changes during fatigue. , 2005, Journal of electromyography and kinesiology : official journal of the International Society of Electrophysiological Kinesiology.

[18]  F Franchignoni,et al.  Flexible electrogoniometers: kinesiological advantages with respect to potentiometric goniometers. , 1995, Clinical biomechanics.

[19]  Matej Supej,et al.  A New Time Measurement Method Using a High-End Global Navigation Satellite System to Analyze Alpine Skiing , 2011, Research quarterly for exercise and sport.

[20]  Thomas Stöggl,et al.  Biomechanical analysis of double poling in elite cross-country skiers. , 2005, Medicine and science in sports and exercise.

[21]  O. Montenbruck,et al.  Springer Handbook of Global Navigation Satellite Systems , 2017 .

[22]  T. Losnegard Energy system contribution during competitive cross-country skiing , 2019, European Journal of Applied Physiology.

[23]  Jos J de Koning,et al.  Determining anaerobic capacity in sporting activities. , 2013, International journal of sports physiology and performance.

[24]  H-C Holmberg,et al.  Force interaction and 3D pole movement in double poling , 2011, Scandinavian journal of medicine & science in sports.

[25]  O Vaage,et al.  Anaerobic capacity determined by maximal accumulated O2 deficit. , 1988, Journal of applied physiology.

[26]  Annie Rouard,et al.  Kinematics of sprint cross-country skiing , 2005 .

[27]  A. Han,et al.  Methodological Recommendations for Menstrual Cycle Research in Sports and Exercise. , 2019, Medicine and science in sports and exercise.

[28]  Hans-Christer Holmberg,et al.  Following a Long-Distance Classical Race the Whole-Body Kinematics of Double Poling by Elite Cross-Country Skiers Are Altered , 2018, Front. Physiol..

[29]  Paolo Bonato,et al.  Time-frequency parameters of the surface myoelectric signal for assessing muscle fatigue during cyclic dynamic contractions , 2001, IEEE Transactions on Biomedical Engineering.

[30]  Stefan Lindinger,et al.  Validation of portable 2D force binding systems for cross-country skiing , 2013 .

[31]  Matej Supej,et al.  The velocity and energy profiles of elite cross-country skiers executing downhill turns with different radii. , 2014, International journal of sports physiology and performance.

[32]  Hans-Christer Holmberg,et al.  Role of glycogen availability in sarcoplasmic reticulum Ca2+ kinetics in human skeletal muscle , 2011, The Journal of physiology.

[33]  Joanna Scurr,et al.  Electromyography normalization methods for high-velocity muscle actions: review and recommendations. , 2013, Journal of applied biomechanics.

[34]  Anders Fuglsang-Frederiksen,et al.  Standards of instrumentation of EMG , 2019, Clinical Neurophysiology.

[35]  H. Holmberg,et al.  The Olympic Biathlon – Recent Advances and Perspectives After Pyeongchang , 2018, Front. Physiol..

[36]  G. Ettema,et al.  How Do World-Class Nordic Combined Athletes Differ From Specialized Cross-Country Skiers and Ski Jumpers in Sport-Specific Capacity and Training Characteristics? , 2016, International journal of sports physiology and performance.

[37]  D. Poole,et al.  No Muscle Is an Island: Integrative Perspectives on Muscle Fatigue. , 2016, Medicine and science in sports and exercise.

[38]  Bradford W. Parkinson,et al.  Global positioning system : theory and applications , 1996 .

[39]  G. Ettema,et al.  Mechanical energetics and dynamics of uphill double-poling on roller-skis at different incline-speed combinations , 2019, PloS one.

[40]  G. Ettema,et al.  The Interval-Based Physiological and Mechanical Demands of Cross-Country Ski Training. , 2019, International journal of sports physiology and performance.

[41]  Andrés Hernández,et al.  Blood Lactate Measurements and Analysis during Exercise: A Guide for Clinicians , 2007, Journal of diabetes science and technology.

[42]  S. Goodall,et al.  The Effects of Menstrual Cycle Phase on Exercise Performance in Eumenorrheic Women: A Systematic Review and Meta-Analysis , 2020, Sports Medicine.

[43]  Øyvind Sandbakk,et al.  The influence of incline and speed on work rate, gross efficiency and kinematics of roller ski skating , 2011, European Journal of Applied Physiology.

[44]  S. Goodall,et al.  The Effects of Oral Contraceptives on Exercise Performance in Women: A Systematic Review and Meta-analysis , 2020, Sports Medicine.

[45]  Masaki Ishikawa,et al.  Effect of skiing speed on ski and pole forces in cross-country skiing. , 2008, Medicine and science in sports and exercise.

[46]  P. E. di Prampero,et al.  The energy cost of human locomotion on land and in water. , 1986 .

[47]  M. Martin‐Rincon,et al.  Progress Update and Challenges on V.O2max Testing and Interpretation , 2020, Frontiers in Physiology.

[48]  H. Holmberg,et al.  Physiological Capacity and Training Routines of Elite Cross-Country Skiers: Approaching the Upper Limits of Human Endurance. , 2017, International journal of sports physiology and performance.

[49]  Bertram Taetz,et al.  Validity of inertial sensor based 3D joint kinematics of static and dynamic sport and physiotherapy specific movements , 2019, PloS one.

[50]  Mats Ainegren,et al.  Rolling resistance for treadmill roller skiing , 2008 .

[51]  Matej Supej,et al.  Analysis of sprint cross-country skiing using a differential global navigation satellite system , 2010, European Journal of Applied Physiology.

[52]  Jurij,et al.  Force Measurement System for Roller-Ski Skating , 2018, Tehnički Vjesnik.

[53]  H. Holmberg,et al.  Energy system contributions and determinants of performance in sprint cross‐country skiing , 2017, Scandinavian journal of medicine & science in sports.

[54]  Naoto Miyamoto,et al.  Cross-Country Skiing Analysis and Ski Technique Detection by High-Precision Kinematic Global Navigation Satellite System , 2019, Sensors.

[55]  E. Andersson,et al.  The Anaerobic Capacity of Cross-Country Skiers: The Effect of Computational Method and Skiing Sub-technique , 2020, Frontiers in Sports and Active Living.

[56]  Øyvind Sandbakk,et al.  Metabolic rate and gross efficiency at high work rates in world class and national level sprint skiers , 2010, European Journal of Applied Physiology.

[57]  H-C Holmberg,et al.  Lung function, arterial saturation and oxygen uptake in elite cross country skiers: influence of exercise mode , 2006, Scandinavian journal of medicine & science in sports.

[58]  H-C Holmberg,et al.  Leg and arm lactate and substrate kinetics during exercise. , 2003, American journal of physiology. Endocrinology and metabolism.

[59]  Hans-Christer Holmberg,et al.  Validation of test setup to evaluate glide performance in skis , 2014 .

[60]  Vladimir Medved,et al.  Standards for Reporting EMG Data , 2000, Journal of Electromyography and Kinesiology.

[61]  Matej Supej,et al.  3D measurements of alpine skiing with an inertial sensor motion capture suit and GNSS RTK system , 2010, Journal of sports sciences.

[62]  V. Linnamo,et al.  Comparison of Exclusive Double Poling to Classic Techniques of Cross-country Skiing , 2018, Medicine and science in sports and exercise.