Abstract
Study design
Descriptive repeated-cross sectional retrospective longitudinal cohort study.
Objective
To investigate the impact of the COVID-19 pandemic on homecare services in individuals with traumatic or non-traumatic Spinal Cord Injury (SCI).
Setting
Health administrative database in Ontario, Canada.
Methods
A repeated cross-sectional study using linked health administrative databases from March 2015 to June 2022. Monthly homecare utilization was assessed in 3381 adults with SCI using Autoregressive Integrated Moving Average (ARIMA) models.
Results
Compared to pre-pandemic levels, between March 2020 to June 2022, the traumatic group experienced a decrease in personal and/or homemaking services, as well as an increase in nursing visits from April 2020–March 2022 and June 2022. Case management increased at various times for the traumatic group, however therapies decreased in May 2020 only. The non-traumatic group experienced a decrease in personal and/or homemaking services in July 2020, as well as an increase in nursing visits from March 2020 to February 2021 and sporadically throughout 2020. Case management also increased at certain points for the non-traumatic group, but therapies decreased in April 2020, July 2020, and September 2021.
Conclusion
The traumatic group had decreases in personal and/or homemaking services. Both groups had increases in nursing services, increases in case management, and minimal decreases in therapies at varying times during the pandemic. Investigation is warranted to understand the root cause of these changes, and if they resulted in adverse outcomes.
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Data availability
The dataset from this study is held securely in coded form at ICES. While legal data sharing agreements between ICES and data providers (e.g., healthcare organizations and government) prohibit ICES from making the dataset publicly available, access may be granted to those who meet pre-specified criteria for confidential access, available at www.ices.on.ca/DAS (email: das@ices.on.ca). The full dataset creation plan and underlying analytic code are available from the authors upon request, understanding that the computer programs may rely upon coding templates or macros that are unique to ICES and are therefore either inaccessible or may require modification.
References
Hopwood P, MacEachen E, McAiney C, Tong C. Personal support work and home care in Ontario during the COVID-19 pandemic. Healthc Policy Polit Santé. 2022;18:61–75.
Sinn C-LJ, Sultan H, Turcotte LA, McArthur C, Hirdes JP. Patterns of home care assessment and service provision before and during the COVID-19 pandemic in Ontario, Canada. PLOS ONE. 2022;17:e0266160.
Hapsari AP, Ho JW, Meaney C, Avery L, Hassen N, Jetha A, et al. The working conditions for personal support workers in the Greater Toronto Area during the COVID-19 pandemic: a mixed-methods study. Can J Public Health. 2022;113:817–33.
Biering-Sørensen F, DeVivo MJ, Charlifue S, Chen Y, New PW, Noonan V, et al. International Spinal Cord Injury Core Data Set (version 2.0)—including standardization of reporting. Spinal Cord. 2017;55:759–64.
New PW, Marshall R. International Spinal Cord Injury Data Sets for non-traumatic spinal cord injury. Spinal Cord. 2014;52:123–32.
Kirshblum SC, Burns SP, Biering-Sorensen F, Donovan W, Graves DE, Jha A, et al. International standards for neurological classification of spinal cord injury (Revised 2011). J Spinal Cord Med. 2011;34:535–46.
Draganich C, Philippus A, Eagye KJ, Mikolajczyk B, Morse LR, Monden KR. Changes in essential care in individuals with spinal cord injury during the COVID-19 pandemic. Spinal Cord. 2023;61:76–82.
Huang J, Pacheco Barzallo D, Rubinelli S, Münzel N, Brach M, Gemperli A. Professional home care and the objective care burden for family caregivers of persons with spinal cord injury: Cross sectional survey. Int J Nurs Stud Adv. 2021;3:100014.
Chan BC-F, Cronin S, Jaglal SB, Craven BC. Publicly funded home care service use in the first 2 years after spinal cord injury in Ontario, Canada. Home Health Care Serv Q. 2020;39:95–106.
Huang J, Pacheco Barzallo D, Rubinelli S, Münzel N, Brach M, Gemperli A. What influences the use of professional home care for individuals with spinal cord injury? A cross-sectional study on family caregivers. Spinal Cord. 2019;57:924–32.
Jones A, Maclagan LC, Schumacher C, Wang X, Jaakkimainen RL, Guan J, et al. Impact of the COVID-19 pandemic on home care services among community-dwelling adults with dementia. J Am Med Dir Assoc. 2021;22:2258–62.
Hill EJR, L’Hotta AJ, Kennedy CR, James AS, Fox IK. Living with cervical spinal cord injury during the COVID-19 pandemic: A qualitative study. Arch Rehabil Res Clin Transl. 2022;4:100208.
Smith EM, Boucher N, Miller WC. Caregiving services in spinal cord injury: A systematic review of the literature. Spinal Cord. 2016;54:562–9.
Dryden DM, Saunders LD, Rowe BH, May LA, Yiannakoulias N, Svenson LW, et al. Utilization of health services following spinal cord injury: a 6-year follow-up study. Spinal Cord. 2004;42:513–25.
Senthinathan A, Cimino S, Jaglal SB, Craven BC, Tu K, Guilcher S. The impact of the COVID-19 virus and pandemic on healthcare utilization, access, delivery, experiences, and outcomes in the spinal cord injuries/dysfunction population: A scoping review study. PLOS ONE. 2024;19:e0297384.
Senthinathan A, Tadrous M, Hussain S, Craven BC, Jaglal SB, Moineddin R, et al. Examining the impact of COVID-19 on health care utilization among persons with chronic spinal cord injury/dysfunction: a population study. Spinal Cord. 2023. https://doi.org/10.1038/s41393-023-00930-1.
Matsuoka M, Sumida M. The effect of the COVID-19 pandemic on the health-related quality of life in home-based patients with spinal cord injuries in Japan. J Spinal Cord Med. 2022;45:760–4.
Rohn EJ, Hearn JH, Philippus AM, Monden KR. “It’s been a double-edged sword”: An online qualitative exploration of the impact of COVID-19 on individuals with spinal cord injury in the US with comparisons to previous UK findings. J Spinal Cord Med 2024;47:51–63.
Vives Alvarado JR, Miranda-Cantellops N, Jackson SN, Felix ER. Access limitations and level of psychological distress during the COVID-19 pandemic in a geographically-limited sample of individuals with spinal cord injury. J Spinal Cord Med. 2022;45:700–9.
Cameron-Blake E, Breton C, Sim P, Tatlow H, Hale T, Wood A, et al. Variation in the Canadian Provincial and Territorial responses to COVID19. Blavatnik Sch Gov Work Pap. 2021. https://doi.org/10.1038/s41562-021-01079-8.
North American Observatory on Health Systems and Policies. (2020). North American COVID-19 Policy Response Monitor: Ontario. Toronto, Canada: North American Observatory on Health Systems and Policies.
Hearn JH, Rohn EJ, Monden KR. Isolated and anxious: A qualitative exploration of the impact of the COVID-19 pandemic on individuals living with spinal cord injury in the UK. J Spinal Cord Med. 2022;45:691–9.
Bhattarai M, Limbu S, Sherpa PD. Living with spinal cord injury during COVID-19: a qualitative study of impacts of the pandemic in Nepal. Spinal Cord. 2022;60:984–9.
Hatefi M, Borji M, Jamshidbeigi Y. Challenges of Patients with Spinal Cord Injury During the COVID-19 Pandemic: A Qualitative Study. Arch Neurosci. 2021; 8. https://doi.org/10.5812/ans.118744.
Lakhani A, Dema S, Hose J, Erdem N, Wollersheim D, Grimbeek P, et al. What happens post-lockdown for people with disability? Autonomy, quality of life, service access and health changes for people with spinal cord injury in Victoria, Australia after COVID-19 social distancing restrictions. Health Soc Care Community. 2022;30:e5366–77.
Faleiros F, Alves D, Schoeller SD, Machado WCA, Corbo L, Zuchetto M. What will the post-pandemic world be like? A qualitative study on the perceptions of Brazilians with spinal cord injury. Middle East J Rehabil Health Stud. 2022; 9. https://doi.org/10.5812/mejrh.113705.
Monden KR, Andrews E, Pilarski C, Hearn J, Wudlick R, Morse LR. COVID-19 and the spinal cord injury community: Concerns about medical rationing and social isolation. Rehabil Psychol. 2021;66:373–9.
Righi G, Baroni E, Righi L, Belloni L, Del Popolo G. Perception of the COVID-19 pandemic among people with spinal cord injury: an Italian survey. Spinal Cord Ser Cases. 2022;8:2.
Sharma Y, Whiting A, Dutta T. A survey of the challenges faced by individuals with disabilities and unpaid caregivers during the COVID-19 pandemic. Int J Environ Res Public Health. 2022;19:10075.
Dicks MA, Clements ND, Gibbons CR, Verduzco-Gutierrez M, Trbovich M. Atypical presentation of Covid-19 in persons with spinal cord injury. Spinal Cord Ser Cases. 2020;6:38.
Gustafson K, Stillman M, Capron M, O’Connell C, Longoni Di Giusto M, Tyagi N, et al. COVID-19 and spinal cord injury and disease: results of an international survey as the pandemic progresses. Spinal Cord Ser Cases. 2021;7:13.
Bronskill SE, Carter MW, Costa AP, Esensoy AV, Gill SS, Gruneir A, et al. Aging in Ontario: An ICES Chartbook of Health Service Use by Older Adults – Technical Report. Toronto: Institute for Clinical Evaluative Sciences; 2010.
Fattah J, Ezzine L, Aman Z, El Moussami H, Lachhab A. Forecasting of demand using ARIMA model. Int J Eng Bus Manag; 2018;10:1–9.
Holroyd-Leduc JM, Laupacis A. Continuing care and COVID-19: a Canadian tragedy that must not be allowed to happen again. Can Med Assoc J. 2020;192:E632–3.
King EC, Zagrodney KA, Rabeenthira P, Van Belle TA, McKay SM. Why did home care personal support service volumes drop during the COVID-19 pandemic? The contributions of client choice and personal support worker availability. Health Serv Insights. 2023;16:11786329231210692.
Acknowledgements
This study was supported by ICES (formerly named the Institute for Clinical Evaluative Sciences), an independent, non-profit research institute funded by an annual grant from the Ontario Ministry of Health (MOH) and the Ministry of Long-Term Care (MLTC). As a prescribed entity under Ontario’s privacy legislation, ICES is authorized to collect and use health care data for the purposes of health system analysis, evaluation, and decision support. Secure access to these data are governed by policies and procedures approved by the Information and Privacy Commissioner of Ontario. This document used data adapted from the Statistics Canada Postal CodeOM Conversion File, which is based on data licensed from Canada Post Corporation, and/or data adapted from the Ontario Ministry of Health Postal Code Conversion File, which contains data copied under license from Canada Post Corporation and Statistics Canada. Parts of this material are based on data and/or information compiled and provided by the Ontario Ministry of Health, and the Canadian Institute for Health Information. The analyses, conclusions, opinions, and statements expressed herein are solely those of the authors and do not reflect those of the funding or data sources; no endorsement is intended or should be inferred. Parts of this material are based on data and information provided by Ontario Health (OH). The opinions, results, view, and conclusions reported in this paper are those of the authors and do not necessarily reflect those of OH. No endorsement by OH is intended or should be inferred. Dr. Guilcher is currently supported by the University of Toronto Centre for the Study of Pain Scientist Salary Award. Dr. Karen Tu is supported by a Chair in Family and Community Medicine Research in Primary Care at UHN and a Research Scholar award from the Department of Family and Community Medicine at the University of Toronto. Dr B. Catharine Craven is supported by UHN Foundation in her role as the University of Toronto/University Health Network COPE Family Chair in SCI Health Services Innovation. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
Funding
This study was funded as part of a CIHR operating grant (#478336). The opinions, results, and conclusions reported in this paper are those of the authors and are independent from the funding sources.
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SJTG and AS conceptualized the study. SJTG, JS, BCC, KT, SJ, RM, LC, VN, and SM helped acquire the funding for this study. SH abstracted the associated data for this study from databases. AS, SJTG, and MT prepared, coordinated, and guided the data analyses. CC conducted the data analysis. AS, SJTG, and SM interpreted the findings. AS wrote the first draft of the manuscript, as well as, created all associated figures and tables. All authors critically reviewed and approved the manuscript.
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Section 45 of PHIPA authorizes ICES to collect personal health information, without consent, for the purpose of analysis or compiling statistical information with respect to the management of, evaluation or monitoring of, the allocation of resources to or planning for all or part of the health system. Projects that use data collected by ICES under section 45 of PHIPA, and use no other data, are exempt from REB review. The use of the data in this project is authorized under section 45 and approved by ICES’ Privacy and Legal Office (#2023 0904 527 000).
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Senthinathan, A., Tadrous, M., Hussain, S. et al. Examining the impact of the COVID-19 pandemic on homecare services among individuals with traumatic and non-traumatic spinal cord injuries. Spinal Cord 62, 406–413 (2024). https://doi.org/10.1038/s41393-024-00999-2
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DOI: https://doi.org/10.1038/s41393-024-00999-2