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Senthinathan A, Cronin SM, Ho C, New PW, Guilcher SJ, Noonan VK, Craven BC, Christie S, Wai EK, Tsai EC, Sreenivasan V, Wilson J, Fehlings MG, Welk B, Jaglal SB. Using Clinical Vignettes and a Modified Expert Delphi Panel to Determine Parameters for Identifying Non-Traumatic Spinal Cord Injury in Health Administrative and Electronic Medical Record Databases. Arch Phys Med Rehabil 2023; 104:63-73. [PMID: 36002056 DOI: 10.1016/j.apmr.2022.08.002] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2022] [Revised: 08/04/2022] [Accepted: 08/05/2022] [Indexed: 02/04/2023]
Abstract
OBJECTIVE To obtain expert consensus on the parameters and etiologic conditions required to retrospectively identify cases of non-traumatic spinal cord injury (NTSCI) in health administrative and electronic medical record (EMR) databases based on the rating of clinical vignettes. DESIGN A modified Delphi process included 2 survey rounds and 1 remote consensus panel. The surveys required the rating of clinical vignettes, developed after chart reviews and expert consultation. Experts who participated in survey rounds were invited to participate in the Delphi Consensus Panel. SETTING An international collaboration using an online meeting platform. PARTICIPANTS Thirty-one expert physicians and/or clinical researchers in the field of spinal cord injury (SCI). MAIN OUTCOME MEASURE(S) Agreement on clinical vignettes as NTSCI. Parameters to classify cases of NTSCI in health administrative and EMR databases. RESULTS In health administrative and EMR databases, cauda equina syndromes should be considered SCI and classified as a NTSCI or TSCI based on the mechanism of injury. A traumatic event needs to be listed for injury to be considered TSCI. To be classified as NTSCI, neurologic sufficient impairments (motor, sensory, bowel, and bladder) are required, in addition to an etiology. It is possible to have both a NTSCI and a TSCI, as well as a recovered NTSCI. If information is unavailable or missing in health administrative and EMR databases, the case may be listed as "unclassifiable" depending on the purpose of the research study. CONCLUSION The Delphi panel provided guidelines to appropriately classify cases of NTSCI in health administrative and EMR databases.
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Affiliation(s)
- Arrani Senthinathan
- From the Institute of Health Policy Management and Evaluation, University of Toronto, Toronto, Canada; KITE (Knowledge Innovation Talent Everywhere), Toronto Rehabilitation Institute - University Health Network, Toronto, Canada.
| | - Shawna M Cronin
- From the Institute of Health Policy Management and Evaluation, University of Toronto, Toronto, Canada; KITE (Knowledge Innovation Talent Everywhere), Toronto Rehabilitation Institute - University Health Network, Toronto, Canada
| | - Chester Ho
- Division of Physical Medicine & Rehabilitation, Faculty of Medicine & Dentistry, University of Alberta, Edmonton, Canada
| | - Peter W New
- Spinal Rehabilitation Service, Caulfield Hospital, Alfred Health, Caulfield, Australia; Department of Medicine & Rehabilitation and Aged Services Program, Kingston Centre, Monash Health, Cheltenham, Australia; Epworth-Monash Rehabilitation Medicine Unit, Monash University, Richmond, Australia; Department of Epidemiology and Preventive Medicine, School of Public Health & Preventive Medicine, Monash University, Prahran, Australia
| | - Sara Jt Guilcher
- From the Institute of Health Policy Management and Evaluation, University of Toronto, Toronto, Canada; Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, Canada; Rehabilitation Science Institute, Temerty Faculty of Medicine, University of Toronto, Toronto, Canada
| | - Vanessa K Noonan
- Praxis Spinal Cord Institute, Vancouver, Canada; International Collaboration on Repair Discoveries, Vancouver, Canada
| | - B Catherine Craven
- KITE (Knowledge Innovation Talent Everywhere), Toronto Rehabilitation Institute - University Health Network, Toronto, Canada; Department of Medicine, University of Toronto, Toronto, Canada; Spinal Cord Rehabilitation Program, Toronto Rehabilitation Institute - University Health Network, Toronto, Canada
| | - Sean Christie
- Division of Neurosurgery, Dalhousie University, Halifax, Canada
| | - Eugene K Wai
- Division of Orthopaedic Surgery and School of Epidemiology and Public Health, University of Ottawa, Ottawa, Canada; Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, Canada
| | - Eve C Tsai
- Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, Canada; Division of Neurosurgery, University of Ottawa, The Ottawa Hospital Research Institute, Ottawa, Canada
| | - Vidya Sreenivasan
- Physical Medicine and Rehabilitation, The Ottawa Hospital, Ottawa, Canada
| | - Jefferson Wilson
- Division of Neurosurgery, University of Toronto, Toronto, Canada; St. Michael's Hospital, Toronto, Canada
| | - Michael G Fehlings
- Division of Neurosurgery, University of Toronto, Toronto, Canada; Department of Surgery and Epidemiology & Biostatistics, Western University, London, Canada
| | - Blayne Welk
- Division of Neurosurgery and Division of Genetics and Development, Krembil Neuroscience Centre, University Health Network, Toronto, Canada
| | - Susan B Jaglal
- From the Institute of Health Policy Management and Evaluation, University of Toronto, Toronto, Canada; KITE (Knowledge Innovation Talent Everywhere), Toronto Rehabilitation Institute - University Health Network, Toronto, Canada; Rehabilitation Science Institute, Temerty Faculty of Medicine, University of Toronto, Toronto, Canada; Department of Physical Therapy, Temerty Faculty of Medicine, University of Toronto, Toronto, Canada
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Neurological Impairment Recovery in Surgically Treated Patients With Nontraumatic Spinal Cord Injury. J Am Acad Orthop Surg Glob Res Rev 2022; 6:01979360-202208000-00007. [PMID: 35951771 PMCID: PMC9374187 DOI: 10.5435/jaaosglobal-d-22-00066] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2022] [Accepted: 06/19/2022] [Indexed: 11/18/2022]
Abstract
The incidence of nontraumatic spinal cord injury (NTSCI) is reported to be higher than that of traumatic spinal cord injury in many countries, making it an area of growing significance.
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Habib Perez OD, Martin S, Chan K, Singh H, Yoshida KK, Musselman KE. A qualitative photo-elicitation study exploring the impact of falls and fall risk on individuals with subacute spinal cord injury. PLoS One 2022; 17:e0269660. [PMID: 35671304 PMCID: PMC9173606 DOI: 10.1371/journal.pone.0269660] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2021] [Accepted: 05/25/2022] [Indexed: 11/18/2022] Open
Abstract
Background
Individuals living with chronic spinal cord injury or disease (SCI/D) are at an increased risk of falling. However, little is known about the impact of falls and fall risk in the subacute phase of SCI/D, despite this being a time when fall prevention initiatives are delivered. Hence, we explored the impact of falls and fall risk in individuals with subacute SCI/D as they transitioned from inpatient rehabilitation to community living.
Methods
This qualitative photo-elicitation study used an inductive thematic analysis. Eight individuals (7 male) undergoing inpatient rehabilitation at a Canadian tertiary rehabilitation hospital due to a new SCI/D participated. Six months following discharge, photo-elicitation interviewing was used to understand the impact of falls and fall risk. Over 7–14 days, participants completed a photo-assignment that involved taking photographs in response to questions, such as what increases/decreases your likelihood of falling? A semi-structured interview followed, in which participants described their photographs and discussed their experiences with falls, fall risk and fall prevention training.
Results
Four themes were identified. 1) Risk factors and strategies identified through lived experience. Participants discovered their fall risk factors and fall prevention strategies through “trial and error”. 2) Influences on the individual’s perception of their fall risk. Prior experience with falls, including falls experienced by themselves as well as friends and family, influenced their perception of fall risk. 3) Experiencing life differently due to increased fall risk. A high fall risk reduced participation, increased negative emotions and decreased independence and quality of life. 4) Falls training in rehabilitation can be improved. Prior experiences with falls training varied; however, participants expressed a desire for comprehensive and individualized training.
Conclusion
Although participants’ experiences with falls and fall prevention varied, falls and the risk of falling can have a significant impact on the first year of living with a SCI/D.
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Affiliation(s)
| | - Samantha Martin
- KITE, Toronto Rehab–University Health Network, Toronto, ON, Canada
- Department of Physical Therapy, University of Toronto, Toronto, ON, Canada
| | - Katherine Chan
- KITE, Toronto Rehab–University Health Network, Toronto, ON, Canada
| | - Hardeep Singh
- KITE, Toronto Rehab–University Health Network, Toronto, ON, Canada
- Bridgepoint Collaboratory for Research and Innovation, Lunenfeld-Tanenbaum Research Institute, Sinai Health System, Toronto, ON, Canada
| | - Karen K. Yoshida
- Department of Physical Therapy, University of Toronto, Toronto, ON, Canada
- Rehabilitation Sciences Institute, University of Toronto, Toronto, ON, Canada
- Dalla Lana School of Public Health (Social Science Division), University of Toronto, Toronto, ON, Canada
| | - Kristin E. Musselman
- KITE, Toronto Rehab–University Health Network, Toronto, ON, Canada
- Department of Physical Therapy, University of Toronto, Toronto, ON, Canada
- Rehabilitation Sciences Institute, University of Toronto, Toronto, ON, Canada
- * E-mail:
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KPELAO E, DOLEAGBENOU AK, MOUMOUNI AEK, Hobli A, Améléké M, Dzidoula L, Komi E, BEKETI AK. Spinal cord compression in Togo: etiologies and management. World Neurosurg 2022; 162:e542-e545. [DOI: 10.1016/j.wneu.2022.03.063] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2022] [Accepted: 03/14/2022] [Indexed: 10/18/2022]
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Smith É, Fitzpatrick P, Lyons F, Morris S, Synnott K. Epidemiology of non-traumatic spinal cord injury in Ireland - a prospective population-based study. J Spinal Cord Med 2022; 45:76-81. [PMID: 32406815 PMCID: PMC8890548 DOI: 10.1080/10790268.2020.1762829] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/01/2023] Open
Abstract
Objective: To carry out a study of non-traumatic spinal cord injury (NTSCI) epidemiology in IrelandDesign: Prospective study of all new incident cases of NTSCI during 2017Setting: Republic of IrelandParticipants: All persons with a newly acquired NTSCIInterventions: NoneOutcome measures: Crude and age/sex specific incidences; ISCoS core dataset and non-traumatic dataset; population denominator was 2016 national census figures, adjusted to 2017.Results: Overall crude incidence of NTSCI in the Republic of Ireland in 2017 was 26.9 per million per year. Mean age at onset was 56.6 (SD 17.7) years. Females accounted for 51.2% of cases. Most frequent grade of ASIA impairment scale (AIS) was AIS D. Most common etiology was degenerate conditions (48.8%) followed by neoplastic (26.4%). The most common pattern of onset (51.2%) was lengthy (greater than one month).Conclusions: Incidence of NTSCI is more than double that for traumatic SCI in the Republic of Ireland. This suggests that the delivery of rehabilitation services to patients with spinal cord injuries requires prompt review and expansion.
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Affiliation(s)
- Éimear Smith
- Spinal Cord System of Care, National Rehabilitation Hospital, Dún Laoghaire, Co. Dublin, Ireland,Department of Orthopaedic & Spine Surgery, Mater Misericordiae University Hospital, Dublin 7, Ireland,Correspondence to: Éimear Smith, Spinal Cord System of Care, National Rehabilitation Hospital, Rochestown Avenue, Dún Laoghaire, Co. Dublin, Ireland; Ph: 00353 1 2355528 00353 1 2854370.
| | - Patricia Fitzpatrick
- School of Public Health, Physiotherapy and Sports Science, University College Dublin, Dublin 4, Ireland
| | - Frank Lyons
- Department of Orthopaedic & Spine Surgery, Mater Misericordiae University Hospital, Dublin 7, Ireland
| | - Seamus Morris
- Spinal Cord System of Care, National Rehabilitation Hospital, Dún Laoghaire, Co. Dublin, Ireland,Department of Orthopaedic & Spine Surgery, Mater Misericordiae University Hospital, Dublin 7, Ireland
| | - Keith Synnott
- Spinal Cord System of Care, National Rehabilitation Hospital, Dún Laoghaire, Co. Dublin, Ireland,Department of Orthopaedic & Spine Surgery, Mater Misericordiae University Hospital, Dublin 7, Ireland
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Craven BC, Brisbois L, Pelletier C, Rybkina J, Heesters A, Verrier MC. Central Recruitment: A process for engaging and recruiting individuals with spinal cord injury/disease in research at Toronto Rehabilitation Institute. J Spinal Cord Med 2021; 44:S240-S249. [PMID: 34779741 PMCID: PMC8604526 DOI: 10.1080/10790268.2021.1970898] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
CONTEXT Insufficient recruitment is a barrier to research and limits statistical power. We describe an initiative aimed to streamline recruitment and consent processes for inpatients with spinal cord injury or disease (SCI/D) via implementation of a Central Recruitment (CR) process. The CR process adhered to ethical standards, reduced participant burden, and maximized research participation. METHODS In this CR process, the inpatient's nurse affirmed suitability for research approach based on fluency, cognition and health stability. A patient research liaison (PRL) was the sole contact for information regarding the research process, and introduced ongoing studies, screened for eligibility, and completed the consent process(es). RESULTS Over five and a half years, 1,561 inpatients with SCI/D were screened for eligibility upon admission, of whom 80% (1256/1561) were deemed suitable for the PRL approach. Of those suitable for the CR process, 80% (1001/1256) agreed to discuss current research opportunities, 46% (235/516) consented to participate in one or more studies, and 86% (856/1001) agreed to future research contact. CONCLUSION This process adhered to ethical procedures and reduced the burden of having multiple researchers approach each individual inpatient regarding research participation, with high consent rates for low-risk studies. Future evaluation of the process scalability is underway.
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Affiliation(s)
- B. Catharine Craven
- KITE Research Institute, Toronto Rehab-University Health Network, Toronto, Ontario, Canada,Department of Medicine, University of Toronto, Toronto, Ontario, Canada,Rehabilitation Sciences Institute, University of Toronto, Toronto, Ontario, Canada,Correspondence to: B. Catharine Craven, KITE Research Institute, Toronto Rehab - University Health Network, 206-H 520 Sutherland Drive, Toronto, OntarioM4G3V9, Canada. Ph: 416-597-3422(6122).
| | - Louise Brisbois
- KITE Research Institute, Toronto Rehab-University Health Network, Toronto, Ontario, Canada
| | - Chelsea Pelletier
- KITE Research Institute, Toronto Rehab-University Health Network, Toronto, Ontario, Canada,Department of Physical Therapy, University of Toronto, Ontario, Canada
| | - Julia Rybkina
- KITE Research Institute, Toronto Rehab-University Health Network, Toronto, Ontario, Canada,Rehabilitation Sciences Institute, University of Toronto, Toronto, Ontario, Canada
| | - Ann Heesters
- Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada,The Institute for Education Research (TIER), University Health Network, Toronto, Ontario, Canada
| | - Mary Caroline Verrier
- KITE Research Institute, Toronto Rehab-University Health Network, Toronto, Ontario, Canada,Rehabilitation Sciences Institute, University of Toronto, Toronto, Ontario, Canada,Department of Physical Therapy, University of Toronto, Ontario, Canada
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Dial AG, Monaco CMF, Grafham GK, Patel TP, Tarnopolsky MA, Hawke TJ. Impaired Function and Altered Morphology in the Skeletal Muscles of Adult Men and Women With Type 1 Diabetes. J Clin Endocrinol Metab 2021; 106:2405-2422. [PMID: 33890059 DOI: 10.1210/clinem/dgab261] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/30/2020] [Indexed: 12/14/2022]
Abstract
CONTEXT Previous investigations on skeletal muscle health in type 1 diabetes (T1D) have generally focused on later stages of disease progression where comorbidities are present and are posited as a primary mechanism of muscle dysfunction. OBJECTIVE To investigate skeletal muscle function and morphology across the adult lifespan in those with and without T1D. DESIGN Participants underwent maximal contraction (MVC) testing, resting muscle biopsy, and venous blood sampling. SETTING Procedures in this study were undertaken at the McMaster University Medical Centre. PARTICIPANTS Sixty-five healthy adult (18-78 years old) men/males and women/females (T1D = 34; control = 31) matched for age/biological sex/body mass index; self-reported physical activity levels were included. MAIN OUTCOME MEASURES Our primary measure in this study was MVC, with supporting histological/immunofluorescent measures. RESULTS After 35 years of age ("older adults"), MVC declined quicker in T1D subjects compared to controls. Loss of strength in T1D was accompanied by morphological changes associated with accelerated aging. Type 1 myofiber grouping was higher in T1D, and the groups were larger and more numerous than in controls. Older T1D females exhibited more myofibers expressing multiple myosin heavy chain isoforms (hybrid fibers) than controls, another feature of accelerated aging. Conversely, T1D males exhibited a shift toward type 2 fibers, with less evidence of myofiber grouping or hybrid fibers. CONCLUSIONS These data suggest impairments to skeletal muscle function and morphology exist in T1D. The decline in strength with T1D is accelerated after 35 years of age and may be responsible for the earlier onset of frailty, which characterizes those with diabetes.
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Affiliation(s)
- Athan G Dial
- Dept of Pathology and Molecular Medicine, McMaster University, Hamilton, ON, Canada
| | - Cynthia M F Monaco
- Dept of Pathology and Molecular Medicine, McMaster University, Hamilton, ON, Canada
| | - Grace K Grafham
- Dept of Pathology and Molecular Medicine, McMaster University, Hamilton, ON, Canada
| | - Tirth P Patel
- Dept of Pathology and Molecular Medicine, McMaster University, Hamilton, ON, Canada
| | | | - Thomas J Hawke
- Dept of Pathology and Molecular Medicine, McMaster University, Hamilton, ON, Canada
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Prevalence of prescribed opioid claims among persons with nontraumatic spinal cord dysfunction in Ontario, Canada: a population-based retrospective cohort study. Spinal Cord 2021; 59:512-519. [PMID: 33495578 DOI: 10.1038/s41393-020-00605-1] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2020] [Revised: 11/30/2020] [Accepted: 12/01/2020] [Indexed: 11/09/2022]
Abstract
STUDY DESIGN Cohort study. OBJECTIVE To determine the prevalence and to identify predictors of prescription opioid use among persons with nontraumatic spinal cord dysfunction within 1 year after discharge from inpatient rehabilitation. SETTING Ontario, Canada. METHODS We conducted a retrospective cohort study using administrative data to determine predictors of receiving prescription opioids during the 1 year after discharge from inpatient rehabilitation among persons with nontraumatic spinal cord dysfunction between April 1, 2004 and March 31, 2015. We modeled the outcome using a Poisson multivariable regression and reported relative risks with 95% confidence intervals. RESULTS We identified 3468 individuals with nontraumatic spinal cord dysfunction (50% male) with 67% who were aged ≥66. Over half of the cohort (60%) received opioids during the observation period. Older adults (≥66 years old) were significantly more likely to experience comorbidities (p < 0.05) but less likely to be dispensed opioids following rehabilitation discharge. Being female, previous opioid use before rehabilitation, experiencing lower continuity of care, increasing comorbidity level, low functional status, and having a previous diagnosis of osteoarthritis or mental illness were significant risk factors for receiving opioids after discharge, as shown in a multivariable analysis. Increasing length of rehabilitation stay and higher income were protective against opioid receipt after discharge. CONCLUSION Many individuals with nontraumatic spinal cord dysfunction in Ontario are prescribed opioids after discharge from inpatient rehabilitation. This may be problematic due to the number of severe complications that may arise from opioid use and their use in this population warrants future research.
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Niemi-Nikkola V, Koskinen E, Väärälä E, Kauppila AM, Kallinen M, Vainionpää A. Incidence of Acquired Nontraumatic Spinal Cord Injury in Finland: A 4-Year Prospective Multicenter Study. Arch Phys Med Rehabil 2020; 102:44-49. [PMID: 33007307 DOI: 10.1016/j.apmr.2020.08.015] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2020] [Revised: 08/05/2020] [Accepted: 08/25/2020] [Indexed: 12/01/2022]
Abstract
OBJECTIVES To evaluate the incidence and epidemiologic characteristics of acquired nontraumatic spinal cord injury (NTSCI) in Finland. DESIGN Prospective 4-year epidemiologic multicenter study. SETTING Two of the 3 spinal cord injury (SCI) centers in Finland responsible for acute care, immediate rehabilitation, and lifelong follow-up for all SCI patients in a population of 3,073,052 (as of 2013). PARTICIPANTS All newly diagnosed NTSCI patients (N=430) admitted to Tampere University Hospital between 2012 and 2015 and Oulu University Hospital between 2013 and 2016 based on the evaluation of the designated rehabilitation teams. Patients with NTSCI resulting from congenital etiologies or progressive neurologic diseases were excluded. INTERVENTIONS Not applicable. MAIN OUTCOME MEASURES Incidence and variables, according to the International SCI Core Data Set and the International Standards for Neurological Classification of SCI, including etiology and the severity of injury. RESULTS The incidence of NTSCI was 54.1 per million per year. NTSCI was more common in men (n=260, 60.5%) than women (n=170, 39.5%). The mean age was 62.0±14.6 years old. Degenerative causes were the most common etiology (n=219, 50.9%), followed by malignant (n=88, 20.5%) and benign (n=41, 9.5%) neoplasms. The injury resulted in tetraplegia in 177 patients (41.1%) and paraplegia in 249 patients (57.9%). American Spinal Injury Association Impairment Scale grade D injuries were common, with an incidence of 71% (n=304). Specialized inpatient rehabilitation was needed in 44% (n=189) of the cases. CONCLUSIONS There are no previous studies on the epidemiology of NTSCI in Finland, and international reporting has been limited. The incidence of NTSCI in our study was substantially higher than in most previous studies, which was likely owing to our study including individuals with less severe lesions who did not require inpatient rehabilitation.
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Affiliation(s)
- Ville Niemi-Nikkola
- Oulu University Hospital, Department of Medical Rehabilitation, Oulu, Finland.
| | - Eerika Koskinen
- Tampere University Hospital, Department of Neurosciences and Rehabilitation, Tampere, Finland
| | - Eija Väärälä
- Tampere University Hospital, Department of Neurosciences and Rehabilitation, Tampere, Finland
| | - Anna-Maija Kauppila
- Oulu University Hospital, Department of Medical Rehabilitation, Oulu, Finland
| | - Mauri Kallinen
- Central Finland Central Hospital, Rehabilitation Department, Jyväskylä, Finland; The Center for Life Course Health Research, University of Oulu, Oulu, Finland
| | - Aki Vainionpää
- Seinäjoki Central Hospital, Department of Rehabilitation, Seinäjoki, Finland
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Rowan CP, Chan BCF, Jaglal SB, Catharine Craven B. Describing the current state of post-rehabilitation health system surveillance in Ontario - an invited review. J Spinal Cord Med 2019; 42:21-33. [PMID: 31573448 PMCID: PMC6781471 DOI: 10.1080/10790268.2019.1605724] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
Context: Spinal cord injury (SCI) presents numerous physiological, psychosocial, and environmental complexities resulting in significant healthcare system resource demands. Objective: To describe the current health system surveillance mechanisms in Ontario, Canada and highlight gaps in health surveillance among adults with SCI across their lifespan. Methods: A review of administrative data sources capturing SCI-specific information took place via internet searching and networking among SCI rehabilitation and health services experts with emphasis on functionality, health service utilization, and quality of life data. Results: The review identified a distinct paucity of data elements specific to the health surveillance needs of individuals with SCI living in the community. The gaps identified are: (1) a lack of data usability; (2) inadequate linkage between available datasets; (3) inadequate/infrequent reporting of outcomes; (4) a lack of relevant content/patient-reported outcomes; and, (5) failure to incorporate additional data sources (e.g. Insurance datasets). Conclusion: Currently, SCI-specific health data is disproportionately weighted towards the first 3-6 months post injury with detailed data regarding pre-hospital care, acute management and rehabilitation, but little existing infrastructure supporting community-based health surveillance. Given this reality, the bolstering of meaningful community health surveillance of this population across the lifespan is needed. Addressing the identified gaps in health surveillance must inform the creation of a comprehensive community health dataset incorporating patient-reported outcome measures and enabling linkage with existing administrative and/or clinical databases. A future harmonized data surveillance strategy would, in turn, positively impact function, health services, resource utilization and health-related quality of life surveillance.
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Affiliation(s)
- Chip P. Rowan
- KITE, Toronto Rehab — University Health Network, Toronto, Ontario, Canada,Correspondence to: Chip P. Rowan, Research Department, KITE, Toronto Rehab — University Health Network, Lyndhurst Centre, 520 Sutherland Dr, Toronto, Ontario, Canada M4G 3V9; Ph: 416-597-3422 x6217.
| | - Brian C. F. Chan
- KITE, Toronto Rehab — University Health Network, Toronto, Ontario, Canada,Institute for Clinical Evaluative Sciences, Toronto, Ontario, Canada
| | - Susan B. Jaglal
- KITE, Toronto Rehab — University Health Network, Toronto, Ontario, Canada,Institute for Clinical Evaluative Sciences, Toronto, Ontario, Canada,Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Ontario, Canada,Department of Physical Therapy, University of Toronto, Toronto, Ontario, Canada
| | - B. Catharine Craven
- KITE, Toronto Rehab — University Health Network, Toronto, Ontario, Canada,Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Ontario, Canada,Division of Physical Medicine and Rehabilitation, Department of Medicine, University of Toronto, Toronto, Ontario, Canada
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Craven BC, Alavinia SM, Wiest MJ, Farahani F, Hitzig SL, Flett H, Jeyathevan G, Omidvar M, Bayley MT. Methods for development of structure, process and outcome indicators for prioritized spinal cord injury rehabilitation Domains: SCI-High Project. J Spinal Cord Med 2019; 42:51-67. [PMID: 31573444 PMCID: PMC6781197 DOI: 10.1080/10790268.2019.1647386] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
Background: High-quality rehabilitation care following spinal cord injury or disease (SCI/D) is critical for optimizing neurorecovery and long-term health outcomes. This manuscript describes the methods used for developing, refining, and implementing a framework of structure, process, and outcome indicators that reflect high-quality rehabilitation among adults with SCI/D in Canada. Methods: This quality improvement initiative was comprised of the following processes: (1) prioritization of care Domains by key stakeholders (scientists, clinicians, therapists, patients and stakeholder organizations); (2) assembly of 11 Domain-specific Working Groups including 69 content experts; (3) conduct of literature searches, guideline and best practice reviews, and outcome synthesis by the Project Team; (4) refinement of Domain aim and construct definitions; (5) conduct of cause and effect analysis using Driver diagrams; (6) selection and development of structure, process and outcome indicators; (7) piloting and feasibility analysis of indicators and associated evaluation tools; and, (8) dissemination of the proposed indicators. Result: The Project Team established aims, constructs and related structure, process, and outcome indicators to facilitate uniform measurement and benchmarking across 11 Domains of rehabilitation, at admission and for 18 months thereafter, among adult Canadians by 2020. Conclusion: These processes led to the selection of a feasible set of indicators that once implemented should ensure that adults with SCI/D receive timely, safe, and effective rehabilitation services. These indicators can be used to assess health system performance, monitor the quality of care within and across rehabilitation settings, and evaluate the rehabilitation outcomes of the population to ultimately enhance healthcare quality and equity.
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Affiliation(s)
- B. Catharine Craven
- KITE, Toronto Rehab – University Health Network, Toronto, Ontario, Canada,Division of Physical Medicine and Rehabilitation, Department of Medicine, University of Toronto, Toronto, Ontario, Canada,Brain and Spinal Cord Rehabilitation Program, Toronto Rehabilitation Institute – University Health Network, Toronto, Ontario, Canada, B. Catharine Craven, KITE – Toronto Rehab – University Health Network, 206-H 520 Sutherland Drive, Toronto, Ontario, Canada M4G3V9; Ph: 416-597-3422 x6122.
| | - S. Mohammad Alavinia
- KITE, Toronto Rehab – University Health Network, Toronto, Ontario, Canada,Division of Physical Medicine and Rehabilitation, Department of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Matheus J. Wiest
- KITE, Toronto Rehab – University Health Network, Toronto, Ontario, Canada
| | - Farnoosh Farahani
- KITE, Toronto Rehab – University Health Network, Toronto, Ontario, Canada
| | - Sander L. Hitzig
- St. John’s Rehab Research Program, Sunnybrook Research Institute, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada,Department of Occupational Science and Occupational Therapy, Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada,Rehabilitation Sciences Institute, Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Heather Flett
- KITE, Toronto Rehab – University Health Network, Toronto, Ontario, Canada,Brain and Spinal Cord Rehabilitation Program, Toronto Rehabilitation Institute – University Health Network, Toronto, Ontario, Canada,Departmenet of Physical Therapy, University of Toronto, Toronto, Ontario, Canada
| | - Gaya Jeyathevan
- KITE, Toronto Rehab – University Health Network, Toronto, Ontario, Canada
| | - Maryam Omidvar
- KITE, Toronto Rehab – University Health Network, Toronto, Ontario, Canada
| | - Mark T. Bayley
- KITE, Toronto Rehab – University Health Network, Toronto, Ontario, Canada,Division of Physical Medicine and Rehabilitation, Department of Medicine, University of Toronto, Toronto, Ontario, Canada,Brain and Spinal Cord Rehabilitation Program, Toronto Rehabilitation Institute – University Health Network, Toronto, Ontario, Canada
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Ho C, Guilcher SJT, McKenzie N, Mouneimne M, Williams A, Voth J, Chen Y, Cronin S, Noonan VK, Jaglal SB. Validation of Algorithm to Identify Persons with Non-traumatic Spinal Cord Dysfunction in Canada Using Administrative Health Data. Top Spinal Cord Inj Rehabil 2018; 23:333-342. [PMID: 29339909 DOI: 10.1310/sci2304-333] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
Background: Administrative health data, such as the hospital Discharge Abstract Database (DAD), can potentially be used to identify patients with non-traumatic spinal cord dysfunction (NTSCD). Algorithms utilizing administrative health data for this purpose should be validated before clinical use. Objective: To validate an algorithm designed to identify patients with NTSCD through DAD. Method: DAD between 2006 and 2016 for Southern Alberta in Canada were obtained through Alberta Health Services. Cases of NTSCD were identified using the algorithm designed by the research team. These were then validated by chart review using electronic medical records where possible and paper records where electronic records were unavailable. Measures of diagnostic accuracy including sensitivity, specificity, and positive and negative predictive values and 95% confidence intervals (CI) were computed. Results: Two hundred and eighty cases were identified to have both the administrative codes for neurological impairments and NTSCD etiology. Twenty-eight cases were excluded from analysis as 5 had inadequate medical record information, 17 had traumatic spinal cord injury, and 6 were considered "other" non-spinal cord conditions. Measures of diagnostic accuracy that were computed were sensitivity 97% (95% CI, 94%-98%), specificity 60% (95% CI, 47%-73%), positive predictive value (PPV) 92% (95% CI, 88%-95%), and negative predictive value (NPV) 80% (95% CI, 65%-90%). The most prevalent etiologies were degenerative (36.9%), infection (19.0%), oncology malignant (15.1%), and vascular (10.3%). Conclusion: Our algorithm has high sensitivity and PPV and satisfactory specificity and NPV for the identification of persons with NTSCD using DAD, though the limitations for using this method should be recognized.
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Affiliation(s)
- Chester Ho
- Division of Physical Medicine & Rehabilitation, Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta.,Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta.,Alberta Health Services
| | - Sara J T Guilcher
- Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, Ontario.,Centre for Urban Health Solutions, St. Michael's Hospital, Toronto, Ontario.,Institute for Clinical Evaluative Sciences, Toronto, Ontario
| | - Nicole McKenzie
- Division of Physical Medicine & Rehabilitation, Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta
| | | | | | - Jennifer Voth
- Toronto Rehabilitation Institute-University Health Network, Toronto, Ontario
| | | | - Shawna Cronin
- Toronto Rehabilitation Institute-University Health Network, Toronto, Ontario.,Institute of Health Policy, Management, and Evaluation, Toronto, Ontario
| | | | - Susan B Jaglal
- Institute for Clinical Evaluative Sciences, Toronto, Ontario.,Toronto Rehabilitation Institute-University Health Network, Toronto, Ontario.,Institute of Health Policy, Management, and Evaluation, Toronto, Ontario.,Department of Physical Therapy, University of Toronto, Toronto, Ontario
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New PW, Guilcher SJT, Jaglal SB, Biering-Sørensen F, Noonan VK, Ho C. Trends, Challenges, and Opportunities Regarding Research in Non-traumatic Spinal Cord Dysfunction. Top Spinal Cord Inj Rehabil 2018; 23:313-323. [PMID: 29339907 DOI: 10.1310/sci2304-313] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Background: Spinal cord dysfunction (SCDys) is caused by heterogeneous health conditions, and the incidence is increasing. Despite the growing interest in rehabilitation research for SCDys, research into SCDys faces many challenges. Objective: The objective of this project was to perform a clinical review of changes in SCDys research over the last 4 decades; identify challenges to conducting research in SCDys; and propose opportunities for improving research in SCDys. Methods: A triangulation approach was used for obtaining evidence: literature search (January 2017) using MEDLINE and Embase databases for publications in English (1974-2016) regarding SCDys; workshop discussions at the International Spinal Cord Society annual meeting, September 16, 2016, Vienna, Austria; and our collective expertise in SCDys clinical rehabilitation research. Results: There has been a substantial increase in publications on SCDys over the 4 decades, from 1,825 in 1974-1983 to 11,887 in the decade 2004-2013, along with an improvement in research methodology. Numerous challenges to research in SCDys rehabilitation were grouped into the following themes: (a) identification of cases; (b) study design and data collection; and (c) funding, preclinical, and international research. Opportunities for addressing these were identified. Conclusions: The increase in scientific publications on SCDys highlights the importance of this heterogeneous group among the research community. The overall lack of good quality epidemiological studies regarding incidence, prevalence, and survival in these patients serves as a benchmark for guiding improvements to inform evidence-based care and policy.
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Affiliation(s)
- Peter Wayne New
- Spinal Rehabilitation Service, Department of Rehabilitation, Caulfield Hospital, Alfred Health, Caulfield, Victoria, Australia.,Epworth-Monash Rehabilitation Medicine Unit, Southern Medical School, Monash University, Victoria, Australia.,Department of Epidemiology and Preventive Medicine, Faculty of Medicine, Nursing & Health Sciences, Monash University, Victoria, Australia
| | - Sara J T Guilcher
- Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, Ontario, Canada.,Institute for Clinical Evaluative Sciences, Toronto, Ontario, Canada
| | - Susan B Jaglal
- Institute for Clinical Evaluative Sciences, Toronto, Ontario, Canada.,Department of Physical Therapy, University of Toronto, Toronto. Ontario, Canada.,Toronto Rehabilitation Institute, University Health Network, Ontario, Canada
| | - Fin Biering-Sørensen
- Clinic for Spinal Cord Injuries, Neuroscience Center, Rigshospitalet, University of Copenhagen, Denmark
| | | | - Chester Ho
- Division of Physical Medicine & Rehabilitation, Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada.,Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada
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