Finding Predictive Factors of Stabilization Exercise Adherence in Randomized Controlled Trials on Low Back Pain: An Individual Data Reanalysis Using Machine Learning Techniques.

Journal: Archives of physical medicine and rehabilitation
PMID:

Abstract

OBJECTIVE: To identify predictors of adherence in supervised and self-administered exercise interventions for individuals with low back pain.

Authors

  • Ann-Christin Pfeifer
    Pain Management, Center of Orthopaedics and Trauma Surgery, Heidelberg University Hospital, Heidelberg, Germany.
  • Paul Schröder-Pfeifer
    Pain Management, Center of Orthopaedics and Trauma Surgery, Heidelberg University Hospital, Heidelberg, Germany.
  • Marcus Schiltenwolf
    Pain Management, Center of Orthopaedics and Trauma Surgery, Heidelberg University Hospital, Heidelberg, Germany.
  • Lutz Vogt
    Department of Sports Medicine and Exercise Physiology, Goethe University Frankfurt, Frankfurt am Main, Germany.
  • Christian Schneider
    Orthopädiezentrum Theresie, München, Germany.
  • Petra Platen
    Department of Sports Medicine and Sports Nutrition, Ruhr University Bochum, Bochum, Germany.
  • Heidrun Beck
    University Hospital Carl Gustav Carus at Technical University Dresden, Dresden, Germany.
  • Pia-Maria Wippert
    Faculty of Health Sciences Brandenburg, joint Faculty of the University of Potsdam, the Brandenburg Medical School Theodor Fontane and the Brandenburg University of Technology Cottbus, Senftenberg, Germany; Medical Sociology and Psychobiology, University of Potsdam, Potsdam, Germany.
  • Tilman Engel
    University Outpatient Clinic, Centre of Sports Medicine, University of Potsdam, Potsdam, Germany.
  • Monique Wochatz
    University Outpatient Clinic, Centre of Sports Medicine, University of Potsdam, Potsdam, Germany; Department of Therapy Sciences/Physiotherapy, University of Applied Sciences for Sports and Management, Potsdam, Germany.
  • Frank Mayer
    University Outpatient Clinic, Centre of Sports Medicine, University of Potsdam, Potsdam, Germany; Department of Therapy Sciences/Physiotherapy, University of Applied Sciences for Sports and Management, Potsdam, Germany.
  • Daniel Niederer
    Institute of Occupational, Social and Environmental Medicine, Goethe University Frankfurt, Frankfurt, Germany. Electronic address: niederer@sport.uni-frankfurt.de.