Natalie Kupperman

Data Interpolation Affects VO2 Peak In Pediatric Cardiopulmonary Exercise Testing

Kaleigh O’Hara, Donald E. Brown, Dan Cooper, Annamarie Stehli et autres

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Isokinetic Knee Strength and Patient-Reported Outcomes Differ Between Graft Types in Adolescents After Anterior Cruciate Ligament Reconstruction: A Multicenter Study

Lucy Phan, Xavier Thompson, Terry L. Grindstaff, Chelsea Harrison et autres

Background: Graft selection can influence strength and patient-reported outcomes (PROs) in adults undergoing anterior cruciate ligament reconstruction (ACLR). Yet, there is a lack of high-quality evidence comparing these results in adolescents. Purpose/Hypothesis: The purpose of this study was to determine differences in …

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Artificial Intelligence Is Not a Useful Tool in Exercise Science and Sports Medicine: Response to Nindl and Friedl

Ben Hando, Natalie Kupperman, Donald E. Brown, Siddhartha S. Angadi

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Artificial Intelligence Is Not a Useful Tool in Exercise Science and Sports Medicine

Ben Hando, Natalie Kupperman, Donald E. Brown, Siddhartha S. Angadi

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Psychological and Physical Readiness Profiles for Return to Sport in Patients After Anterior Cruciate Ligament Reconstruction: An Analysis of 822 Patients

Hana Marmura, Jeffrey Spång, ARROW Group, Shelby Baez et autres

Background: Psychological factors influence return to sport (RTS) and reinjury rates following anterior cruciate ligament (ACL) reconstruction (ACLR). However, many RTS decisions are made without considering psychological factors, or consider psychological and physical factors in isolation, leading to suboptimal RTS and reinjury …

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Age and Sex Differences in Anterior Cruciate Ligament–Return to Sport after Injury Subscale Scores of Emotion, Risk Appraisal, and Confidence After ACL Reconstruction

Dylan P. Roman, Sophia Ulman, Lauren Butler, Cody Walker et autres

Background: The Anterior Cruciate Ligament–Return to Sport after Injury (ACL-RSI) scale is widely used after anterior cruciate ligament reconstruction (ACLR), but its 3 subscale domains of emotion, risk appraisal, and confidence are rarely considered when assessing readiness to return to sport (RTS). …

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Isokinetic Knee Strength and Patient-Reported Outcomes Differ Between Graft Types in Adolescents After Anterior Cruciate Ligament Reconstruction: A Multicenter Study

Adam Weaver, Christopher Kuenze, Dylan P. Roman, Nicholas Giampetruzzi et autres

Background: Graft selection can influence strength and patient-reported outcomes (PROs) in adults undergoing anterior cruciate ligament reconstruction (ACLR). Yet, there is a lack of high-quality evidence comparing these results in adolescents. Purpose/Hypothesis: The purpose of this study was to determine differences in …

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Call to integrate long tail and dark data for the advancement of sports medicine research

Natalie Kupperman, Neal E. Magee, Christopher Kuenze

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Femtech in the Post-Roe Era: Implications for Female Athletes' Health Monitoring

Natalie Kupperman

This paper explores the history of menstrual cycle monitoring in sports, the rise of FemTech and wearable technology, and the potential for misuse of sensitive reproductive data, such as basal body temperature (BBT) tracked by wearables. It argues that while such technologies …

On Leveraging Machine Learning in Sport Science in the Hypothetico-deductive Framework

Jordan Rodu, Alexandra F. DeJong Lempke, Natalie Kupperman, Jay Hertel

Supervised machine learning (ML) offers an exciting suite of algorithms that could benefit research in sport science. In principle, supervised ML approaches were designed for pure prediction, as opposed to explanation, leading to a rise in powerful, but opaque, algorithms. Recently, two …

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Neuromuscular Performance and the Intensity of External Training Load During the Preseason in National Collegiate Athletic Association Division I Men's Collegiate Basketball Players

Michael A. Curtis, Natalie Kupperman, Arthur Weltman, Joseph M. Hart et autres

ABSTRACT: Curtis, M, Kupperman, N, Westbrook, J, Weltman, AL, Hart, J, and Hertel, J. Neuromuscular performance and the intensity of external training load during the preseason in National Collegiate Athletic Association Division I men's collegiate basketball players. J Strength Cond Res 39(1): …

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Analysis Of Volleyball Athlete Availibility Using A Latent Curve Model With Structured Residuals

Natalie Kupperman, James Soland, Jay Hertel

The field of athlete monitoring is in need of statistical models that can account for reciprocal relations between outcomes as they developmentally unfold over time and allow for hypothesis testing at the within person level. Methods developed in quantitative psychology allow for …

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