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Lee A, Wyckoff E, Farcas E, Godino J, Patrick K, Spiegel S, Yu R, Kumar A, Loh KJ, Gombatto S. Preliminary Validity and Acceptability of Motion Tape for Measuring Low Back Movement: Mixed Methods Study. JMIR Rehabil Assist Technol 2024; 11:e57953. [PMID: 39093610 PMCID: PMC11329853 DOI: 10.2196/57953] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2024] [Revised: 05/21/2024] [Accepted: 05/21/2024] [Indexed: 08/04/2024] Open
Abstract
BACKGROUND Low back pain (LBP) is a significant public health problem that can result in physical disability and financial burden for the individual and society. Physical therapy is effective for managing LBP and includes evaluation of posture and movement, interventions directed at modifying posture and movement, and prescription of exercises. However, physical therapists have limited tools for objective evaluation of low back posture and movement and monitoring of exercises, and this evaluation is limited to the time frame of a clinical encounter. There is a need for a valid tool that can be used to evaluate low back posture and movement and monitor exercises outside the clinic. To address this need, a fabric-based, wearable sensor, Motion Tape (MT), was developed and adapted for a low back use case. MT is a low-profile, disposable, self-adhesive, skin-strain sensor developed by spray coating piezoresistive graphene nanocomposites directly onto commercial kinesiology tape. OBJECTIVE The objectives of this study were to (1) validate MT for measuring low back posture and movement and (2) assess the acceptability of MT for users. METHODS A total of 10 participants without LBP were tested. A 3D optical motion capture system was used as a reference standard to measure low back kinematics. Retroreflective markers and a matrix of MTs were placed on the low back to measure kinematics (motion capture) and strain (MT) simultaneously during low back movements in the sagittal, frontal, and axial planes. Cross-correlation coefficients were calculated to evaluate the concurrent validity of MT strain in reference motion capture kinematics during each movement. The acceptability of MT was assessed using semistructured interviews conducted with each participant after laboratory testing. Interview data were analyzed using rapid qualitative analysis to identify themes and subthemes of user acceptability. RESULTS Visual inspection of concurrent MT strain and kinematics of the low back indicated that MT can distinguish between different movement directions. Cross-correlation coefficients between MT strain and motion capture kinematics ranged from -0.915 to 0.983, and the strength of the correlations varied across MT placements and low back movement directions. Regarding user acceptability, participants expressed enthusiasm toward MT and believed that it would be helpful for remote interventions for LBP but provided suggestions for improvement. CONCLUSIONS MT was able to distinguish between different low back movements, and most MTs demonstrated moderate to high correlation with motion capture kinematics. This preliminary laboratory validation of MT provides a basis for future device improvements, which will also involve testing in a free-living environment. Overall, users found MT acceptable for use in physical therapy for managing LBP.
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Affiliation(s)
- Audrey Lee
- Department of Bioengineering, San Diego State University, San Diego, CA, United States
| | - Elijah Wyckoff
- Active, Responsive, Multifunctional, and Ordered-materials Research (ARMOR) Laboratory, Department of Structural Engineering, University of California San Diego, La Jolla, CA, United States
| | - Emilia Farcas
- Qualcomm Institute, University of California San Diego, La Jolla, CA, United States
| | - Job Godino
- Qualcomm Institute, University of California San Diego, La Jolla, CA, United States
- Laura Rodriguez Research Institute, Family Health Centers of San Diego, San Diego, CA, United States
| | - Kevin Patrick
- Qualcomm Institute, University of California San Diego, La Jolla, CA, United States
- School of Public Health, University of California San Diego, La Jolla, CA, United States
| | - Spencer Spiegel
- Department of Mathematics and Statistics, San Diego State University, San Diego, CA, United States
| | - Rose Yu
- Computer Science and Engineering and Halicioglu Data Science Institute, University of California San Diego, La Jolla, CA, United States
| | - Arun Kumar
- Computer Science and Engineering and Halicioglu Data Science Institute, University of California San Diego, La Jolla, CA, United States
| | - Kenneth J Loh
- Active, Responsive, Multifunctional, and Ordered-materials Research (ARMOR) Laboratory, Department of Structural Engineering, University of California San Diego, La Jolla, CA, United States
| | - Sara Gombatto
- School of Physical Therapy, San Diego State University, San Diego, CA, United States
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Lee A, Dionicio P, Farcas E, Godino J, Patrick K, Wyckoff E, Loh KJ, Gombatto S. Physical Therapists' Acceptance of a Wearable, Fabric-Based Sensor System (Motion Tape) for Use in Clinical Practice: Qualitative Focus Group Study. JMIR Hum Factors 2024; 11:e55246. [PMID: 38421708 PMCID: PMC10940997 DOI: 10.2196/55246] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2023] [Revised: 01/13/2024] [Accepted: 01/17/2024] [Indexed: 03/02/2024] Open
Abstract
BACKGROUND Low back pain (LBP) is a costly global health condition that affects individuals of all ages and genders. Physical therapy (PT) is a commonly used and effective intervention for the management of LBP and incorporates movement assessment and therapeutic exercise. A newly developed wearable, fabric-based sensor system, Motion Tape, uses novel sensing and data modeling to measure lumbar spine movements unobtrusively and thus offers potential benefits when used in conjunction with PT. However, physical therapists' acceptance of Motion Tape remains unexplored. OBJECTIVE The primary aim of this research study was to evaluate physical therapists' acceptance of Motion Tape to be used for the management of LBP. The secondary aim was to explore physical therapists' recommendations for future device development. METHODS Licensed physical therapists from the American Physical Therapy Association Academy of Leadership Technology Special Interest Group participated in this study. Overall, 2 focus groups (FGs; N=8) were conducted, in which participants were presented with Motion Tape samples and examples of app data output on a poster. Informed by the Technology Acceptance Model, we conducted semistructured FGs and explored the wearability, usefulness, and ease of use of and suggestions for improvements in Motion Tape for PT management of LBP. FG data were transcribed and analyzed using rapid qualitative analysis. RESULTS Regarding wearability, participants perceived that Motion Tape would be able to adhere for several days, with some variability owing to external factors. Feedback was positive for the low-profile and universal fit, but discomfort owing to wires and potential friction with clothing was of concern. Other concerns included difficulty with self-application and potential skin sensitivity. Regarding usefulness, participants expressed that Motion Tape would enhance the efficiency and specificity of assessments and treatment. Regarding ease of use, participants stated that the app would be easy, but data management and challenges with interpretation were of concern. Physical therapists provided several recommendations for future design improvements including having a wireless system or removable wires, customizable sizes for the tape, and output including range of motion data and summary graphs and adding app features that consider patient input and context. CONCLUSIONS Several themes related to Motion Tape's wearability, usefulness, and ease of use were identified. Overall, physical therapists expressed acceptance of Motion Tape's potential for assessing and monitoring low back posture and movement, both within and outside clinical settings. Participants expressed that Motion Tape would be a valuable tool for the personalized treatment of LBP but highlighted several future improvements needed for Motion Tape to be used in practice.
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Affiliation(s)
- Audrey Lee
- Department of Bioengineering, San Diego State University, San Diego, CA, United States
| | - Patricia Dionicio
- Joint Doctoral Program in Public Health, San Diego State University and University of California San Diego, San Diego, CA, United States
| | - Emilia Farcas
- Qualcomm Institute, University of California San Diego, La Jolla, CA, United States
| | - Job Godino
- Qualcomm Institute, University of California San Diego, La Jolla, CA, United States
| | - Kevin Patrick
- Qualcomm Institute, University of California San Diego, La Jolla, CA, United States
- School of Public Health, University of California San Diego, La Jolla, CA, United States
| | - Elijah Wyckoff
- Active, Responsive, Multifunctional, and Ordered-materials Research (ARMOR) Laboratory, Department of Structural Engineering, University of California San Diego, La Jolla, CA, United States
| | - Kenneth J Loh
- Active, Responsive, Multifunctional, and Ordered-materials Research (ARMOR) Laboratory, Department of Structural Engineering, University of California San Diego, La Jolla, CA, United States
| | - Sara Gombatto
- School of Exercise & Nutritional Sciences, College of Health & Human Services, San Diego State University, San Diego, CA, United States
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Moon KS, Gombatto SP, Phan K, Ozturk Y. Extraction of Lumbar Spine Motion Using a 3-IMU Wearable Cluster. SENSORS (BASEL, SWITZERLAND) 2022; 23:182. [PMID: 36616780 PMCID: PMC9823955 DOI: 10.3390/s23010182] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/22/2022] [Revised: 12/17/2022] [Accepted: 12/20/2022] [Indexed: 06/17/2023]
Abstract
Spine movement is a daily activity that can indicate health status changes, including low back pain (LBP) problems. Repetitious and continuous movement on the spine and incorrect postures during daily functional activities may lead to the potential development and persistence of LBP problems. Therefore, monitoring of posture and movement is essential when designing LBP interventions. Typically, LBP diagnosis is facilitated by monitoring upper body posture and movement impairments, particularly during functional activities using body motion sensors. This study presents a fully wireless multi-sensor cluster system to monitor spine movements. The study suggests an attempt to develop a new method to monitor the lumbopelvic movements of interest selectively. In addition, the research employs a custom-designed robotic lumbar spine simulator to generate the ideal lumbopelvic posture and movements for reference sensor data. The mechanical motion templates provide an automated sensor pattern recognition mechanism for diagnosing the LBP.
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Affiliation(s)
- Kee S. Moon
- Mechanical Engineering, College of Engineering, San Diego State University, San Diego, CA 92182, USA
| | - Sara P. Gombatto
- Doctor of Physical Therapy Program, School of Exercise and Nutritional Sciences, San Diego State University, San Diego, CA 92182, USA
| | - Kim Phan
- Electrical and Computer Engineering, College of Engineering, San Diego State University, San Diego, CA 92182, USA
| | - Yusuf Ozturk
- Electrical and Computer Engineering, College of Engineering, San Diego State University, San Diego, CA 92182, USA
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