ICT-Based Health Care Services for Individuals with Spinal Cord Injuries: A Feasibility Study
Abstract
:1. Introduction
2. ICT-Based Health Care Services for Individuals with SCI
2.1. Pulmonary Function Testing Device
2.2. Urine Specimen Chemistry Analyzer
2.3. Home Visit Occupational Therapy
2.4. Digital Hand-Bike Ergometer
2.5. Specialized Seating System Cushion with Sensors
2.6. Web or App Service of Health Management
3. Study
3.1. Target Selection Criteria
3.2. Study Design and Outcome Measurements
- FEV1 and PEF (forced expiratory volume in one second and peak expiratory flow, respectively)
- SCIM (spinal cord independence measure)
- WHOQOL-BREF (brief version of the World Health Organization quality of life scale)
- ESES (exercise self-efficacy scale)
3.3. Statistical Analysis
4. Results
4.1. Participants and Intervention
4.2. Outcomes
5. Discussion
6. Conclusions
Limitations
Author Contributions
Funding
Acknowledgments
Conflicts of Interest
References
- Liem, N.R.; McColl, M.A.; King, W.; Smith, K.M. Aging with a spinal cord injury: Factors associated with the need for more help with activities of daily living. Arch. Phys. Med. Rehabil. 2004, 85, 1567–1577. [Google Scholar] [CrossRef] [PubMed]
- Fonseca, L.; Tigra, W.; Navarro, B.; Guiraud, D.; Fattal, C.; Bo, A.; Fachin-Martins, E.; Leynaert, V.; Gelis, A.; Azevedo-Coste, C. Assisted Grasping in Individuals with Tetraplegia: Improving Control through Residual Muscle Contraction and Movement. Sensors 2019, 19, 4532. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Amatachaya, S.; Wannapakhe, J.; Arrayawichanon, P.; Siritarathiwat, W.; Wattanapun, P. Functional abilities, incidences of complications and falls of patients with spinal cord injury 6 months after discharge. Spinal Cord 2011, 49, 520–524. [Google Scholar] [CrossRef] [PubMed]
- Sezer, N.; Akkuş, S.; Uğurlu, F.G. Chronic complications of spinal cord injury. World J. Orthop. 2015, 6, 24–33. [Google Scholar] [CrossRef]
- McKinley, W.O.; Jackson, A.B.; Cardenas, D.D.; Michael, J. Long-term medical complications after traumatic spinal cord injury: A regional model systems analysis. Arch. Phys. Med. Rehabil. 1999, 80, 1402–1410. [Google Scholar] [CrossRef]
- Krueger, H.; Noonan, V.K.; Trenaman, L.M.; Joshi, P.; Rivers, C.S. The economic burden of traumatic spinal cord injury in Canada. Chronic Dis. Inj. Can. 2013, 33, 113–122. [Google Scholar]
- Korea Spinal Cord Injury Association. Available online: www.kscia.org/board/view/menu03_05/21450 (accessed on 1 February 2020).
- Hossain, M.S.; Harvey, L.A.; Rahman, M.A.; Bowden, J.L.; Islam, M.S.; Taylor, V.; Muldoon, S.; Herbert, R.D. A pilot randomised trial of community-based care following discharge from hospital with a recent spinal cord injury in Bangladesh. Clin. Rehabil. 2017, 31, 781–789. [Google Scholar] [CrossRef]
- Lai, B.; Rimmer, J.; Barstow, B.; Jovanov, E.; Bickel, C.S. Teleexercise for persons with spinal cord injury: A mixed-methods feasibility case series. JMIR Rehabil. Assist. Technol. 2016, 3, 1–15. [Google Scholar] [CrossRef] [Green Version]
- Wellbeloved-Stone, C.A.; Weppner, J.L.; Valdez, R.S. A systematic review of telerehabilitation and mHealth interventions for spinal cord injury. Curr. Phys. Med. Rehabil. Rep. 2016, 4, 295–311. [Google Scholar] [CrossRef]
- Akhtar, R.; Alam, S.; Siddiquee, N.K.A. Telemedicine: An ICT based healthcare approach to ensure health service for all. Int. J. Community Med. Public Health 2019, 6, 3732–3738. [Google Scholar] [CrossRef]
- Zhou, P.; Yang, L.; Huang, Y.X. A smart phone based handheld wireless spirometer with functions and precision comparable to laboratory spirometers. Sensors 2019, 19, 2487. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Tiftik, T.; Gökkaya, N.K.O.; Malas, F.U.; Tunç, H.; Yalçın, S.; Ekiz, T.; Erden, T.; Akkuş, S. Does locomotor training improve pulmonary function in patients with spinal cord injury? Spinal Cord 2015, 53, 467–470. [Google Scholar] [CrossRef] [PubMed]
- Kim, D.I.; Lee, H.; Lee, B.S.; Kim, J.; Jeon, J.Y. Effects of a 6-week indoor hand-bike exercise program on health and fitness levels in people with spinal cord injury: A randomized controlled trial study. Arch. Phys. Med. Rehabil. 2015, 96, 2033–2040. [Google Scholar] [CrossRef] [PubMed]
- Byrne, D.W.; Salzberg, C.A. Major risk factors for pressure ulcers in the spinal cord disabled: A literature review. Spinal Cord 1996, 34, 255–263. [Google Scholar] [CrossRef] [Green Version]
- Zakaria, N.; Affendi, S.; Zakaria, N. Managing ICT in healthcare organization: Culture, challenges, and issues of technology adoption and implementation. In Handbook of Research on Advances in Health Informatics and Electronic Healthcare Applications: Global Adoption and Impact of Information Communication Technologies; Dwivedi, Y.K., Khoumbati, K., Lal, B., Srivastava, A., Eds.; IGI Global: Hershey, PA, USA, 2010; pp. 153–168. ISBN 978-1-6056-6030-1. [Google Scholar]
- Elliott, T.R.; Brossart, D.; Berry, J.W.; Fine, P.R. Problem-solving training via videoconferencing for family caregivers of persons with spinal cord injuries: A randomized controlled trial. Behav. Res. Ther. 2008, 46, 1220–1229. [Google Scholar] [CrossRef]
- Patsakis, C.; Venanzio, R.; Bellavista, P.; Solanas, A.; Bouroche, M. Personalized medical services using smart cities’ infrastructures. In Proceedings of the IEEE International Symposium on Medical Measurements and Applications (MeMeA), Lisbon, Portugal, 11–12 June 2014; pp. 1–5. [Google Scholar]
- Fengou, M.A.; Mantas, G.; Lymberopoulos, D.; Komninos, N.; Fengos, S.; Lazarou, N. A new framework architecture for next generation e-health services. IEEE J. Biomed. Health Inform. 2012, 17, 9–18. [Google Scholar] [CrossRef] [Green Version]
- Berlly, M.; Shem, K. Respiratory management during the first five days after spinal cord injury. J. Spinal Cord Med. 2007, 30, 309–318. [Google Scholar] [CrossRef]
- Casha, S.; Christie, S. A systematic review of intensive cardiopulmonary management after spinal cord injury. J. Neurotrauma 2011, 28, 1479–1495. [Google Scholar] [CrossRef] [Green Version]
- Ryken, T.C.; Hurlbert, R.J.; Hadley, M.N.; Aarabi, B.; Dhall, S.S.; Gelb, D.E.; Rozzelle, C.J.; Theodore, N.; Walters, B.C. The acute cardiopulmonary management of patients with cervical spinal cord injuries. Neurosurgery 2013, 72, 84–92. [Google Scholar] [CrossRef] [Green Version]
- McLachlan, A.J.; McLean, A.N.; Allan, D.B.; Gollee, H. Changes in pulmonary function measures following a passive abdominal functional electrical stimulation training program. J. Spinal Cord Med. 2013, 36, 97–103. [Google Scholar] [CrossRef] [Green Version]
- Cornwell, P.; Ward, E.; Lim, Y.; Wadsworth, B. Impact of an abdominal binder on speech outcomes in people with tetraplegic spinal cord injury: Perceptual and acoustic measures. Top. Spinal Cord Inj. Rehabil. 2014, 20, 48–57. [Google Scholar] [CrossRef] [PubMed]
- Mueller, G.; de Groot, S.; van der Woude, L.; Hopman, M.T. Time-courses of lung function and respiratory muscle pressure generating capacity after spinal cord injury: A prospective cohort study. J. Rehabil Med. 2008, 40, 269–276. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- McDonald, T.; Stiller, K. Inspiratory muscle training is feasible and safe for patients with acute spinal cord injury. J. Spinal Cord Med. 2019, 42, 220–227. [Google Scholar] [CrossRef] [PubMed]
- Roth, E.J.; Stenson, K.W.; Powley, S.; Oken, J.; Primack, S.; Nussbaum, S.B.; Berkowitz, M. Expiratory muscle training in spinal cord injury: A randomized controlled trial. Arch. Phys. Med. Rehabil. 2010, 91, 857–861. [Google Scholar] [CrossRef]
- Postma, K.; Haisma, J.A.; Hopman, M.T.; Bergen, M.P.; Stam, H.J.; Bussmann, J.B. Resistive inspiratory muscle training in people with spinal cord injury during inpatient rehabilitation: A randomized controlled trial. Phys. Ther. 2014, 94, 1709–1719. [Google Scholar] [CrossRef] [Green Version]
- Shin, D.; Hwang, Y. Integrated acceptance and sustainability evaluation of Internet of Medical Things. Internet Res. 2017, 27, 1227–1254. [Google Scholar] [CrossRef]
- Shin, D.H.; Biocca, F. Health experience model of personal informatics: The case of a quantified self. Comput. Hum. Behav. 2017, 69, 62–74. [Google Scholar] [CrossRef]
- Hoffmann, T.; Cantoni, N. Occupational therapy services for adult neurological clients in Queensland and therapists’ use of telehealth to provide services. Aust. Occup. Ther. J. 2008, 55, 239–248. [Google Scholar] [CrossRef]
- Hoenig, H.; Sanford, J.A.; Butterfield, T.; Griffiths, P.C. Development of a teletechnology protocol for in-home rehabilitation. J. Rehabil. Res. Dev. Clin. Suppl. 2006, 43, 287–298. [Google Scholar] [CrossRef]
- Shin, D.H. Conceptualizing and measuring quality of experience of the internet of things: Exploring how quality is perceived by users. Inform. Manag. 2017, 54, 998–1011. [Google Scholar] [CrossRef]
- Shin, D.H.; Biocca, F. Explicating user behavior toward multi-screen adoption and diffusion. Internet Res. 2017, 2, 338–361. [Google Scholar] [CrossRef]
- Shin, D.H.; Lee, S.; Hwang, Y. How do credibility and utility play in the user experience of health informatics services? Comput. Hum. Behav. 2017, 67, 292–302. [Google Scholar] [CrossRef]
- Jang, W.; Kim, D.; Kim, J.; Yang, S.; Uhm, Y.; Kim, J. ICT-Based Health Care Services for People with Spinal Cord Injury: A Pilot Study. In Proceedings of the 17th International Conference on Smart Homes and Health Telematics (ICOST), New York, NY, USA, 14–16 October 2019; pp. 122–127. [Google Scholar]
- Trombly, C.A. Occupation: Purposefulness and meaningfulness as therapeutic mechanisms. Am. J. Occup. Ther. 1995, 49, 960–972. [Google Scholar] [CrossRef] [PubMed]
- Crabtree, J. What is a worthy goal of occupational therapy? Occup. Ther. Health Care 2000, 12, 111–126. [Google Scholar] [CrossRef] [PubMed]
- Ryan, P.; Kobb, R.; Hilsen, P. Making the right connection: Matching patients to technology. Telemed. J. E Health 2003, 9, 81–88. [Google Scholar] [CrossRef] [PubMed]
- Abaidoo, B.; Larweh, B.T. Consumer health informatics: The application of ICT in improving patient-provider Partnership for a Better Health Care. Online J. Public Health Inform. 2014, 6, 1–9. [Google Scholar] [CrossRef]
- Haluza, D.; Jungwirth, D. ICT and the future of health care: Aspects of health promotion. Int. J. Med. Inform. 2015, 84, 48–57. [Google Scholar] [CrossRef]
- Olanrewaju, R.F.; Ali, N.A.; Khalifa, O.; Manaf, A.A. ICT in telemedicine: Conquering privacy and security issues in health care services. Electron. J. Comput. Sci. Inform. Technol. 2013, 4, 19–24. [Google Scholar]
Characteristic (n = 8) | M SD or n |
---|---|
Age (yr) | 56.88 ± 6.33 |
Sex (male) | 6 |
(female) | 2 |
Onset duration (year) | 18 ± 12 |
Level of injury | |
Tetraplegia | 4 |
Paraplegia | 4 |
Completeness of injury | |
Complete | 7 |
Incomplete | 1 |
Cause of injury | |
Traffic accident | 3 |
Fall down | 3 |
Industrial accident | 1 |
Disease | 1 |
Outcome Measures | Pre-Test | Post-Test | z | p |
---|---|---|---|---|
FEV1 (L/sec) | 1.73 ± 0.68 | 1.84 ± 0.68 | 1.402 | 0.161 |
PEF (L/min) | 344.75 ± 171.13 | 369.21 ± 161.33 | 1.400 | 0.161 |
SCIM | 31.13 ± 14.19 | 35.63 ± 18.31* | 2.375 | 0.018 |
WHOQOL-BREF | 72.00 ± 16.64 | 75.50 ± 19.35 | 0.701 | 0.483 |
ESES | 40.42 ± 23.03 | 53.96 ± 21.06 | 1.014 | 0.310 |
© 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
Share and Cite
Jang, W.-h.; Lee, S.-b.; Kim, D.-w.; Lee, Y.-h.; Uhm, Y.-j.; Yang, S.-w.; Kim, J.-h.; Kim, J.-b. ICT-Based Health Care Services for Individuals with Spinal Cord Injuries: A Feasibility Study. Sensors 2020, 20, 2491. https://doi.org/10.3390/s20092491
Jang W-h, Lee S-b, Kim D-w, Lee Y-h, Uhm Y-j, Yang S-w, Kim J-h, Kim J-b. ICT-Based Health Care Services for Individuals with Spinal Cord Injuries: A Feasibility Study. Sensors. 2020; 20(9):2491. https://doi.org/10.3390/s20092491
Chicago/Turabian StyleJang, Wan-ho, Seung-bok Lee, Dong-wan Kim, Yun-hwan Lee, Yun-jeong Uhm, Seung-wan Yang, Jeong-hyun Kim, and Jong-bae Kim. 2020. "ICT-Based Health Care Services for Individuals with Spinal Cord Injuries: A Feasibility Study" Sensors 20, no. 9: 2491. https://doi.org/10.3390/s20092491
APA StyleJang, W. -h., Lee, S. -b., Kim, D. -w., Lee, Y. -h., Uhm, Y. -j., Yang, S. -w., Kim, J. -h., & Kim, J. -b. (2020). ICT-Based Health Care Services for Individuals with Spinal Cord Injuries: A Feasibility Study. Sensors, 20(9), 2491. https://doi.org/10.3390/s20092491