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. 2021 Jul 21;12(6):1267–1281. doi: 10.1177/21925682211031190

Table 1.

Characteristics of Included Studies.

Study Country, time-frame Study type Participants Participants data source Participants identification Source of cost data Costing approach Details on cost items
New and Jackson 2010 Australia
2003-2004
Retro. Cohort 564 (170 traumatic and 394 nontraumatic) Database from public hospitals included in the Victorian Cost Weights Study ICD-10-AM Victorian Department of Human Services (VDHS) costing database Top-down,
Diagnosis-Related Group
Medical, nursing, allied health, and pharmacy
Vaikuntam et al, 2019 Australia
2013-2016
Retro. Cohort 534 ≥ 16 year-olds with acute TSC NSW Admitted Patient Data Collection (APDC) and Emergency Department Data Collection ICD-10-AM NSW Activity-based Funding District Network Return Data Bottom-up,
Activity-based
Costs incurred by health service providers, except staff salaries and operation costs, for all emergency department (ED) and admitted hospital separations
Dryden et al, 2004 Canada
1992-1994
Retro. Cohort 233 with TSCI Alberta Health Care Insurance Stakeholder Registry ICD-9-CM Cost List for Manitoba Health Services (adjusted for Alberta which provides an average cost per day for each RDRG, and Claims database Top-down,
Diagnosis Related Group, and actual costs of physician services abstracted from the Claims database
Hospitalizations, physician services, home care services, long-term admissions, and occurrence of secondary complications. The initial hospitalization included acute care hospitalization and inpatient rehabilitation.
Bradbury et al, 2008 Canada
NS
Retro. Cohort 10 SCI without traumatic brain injury Spinal Cord Rehabilitation Program of Toronto Rehabilitation Institute NS Hospital records Top-down
Resource Utilization
Group (RUG) (based on FIM)
Clinician workload, nursing, physiotherapy, occupational therapy, rehabilitation therapy, and speech language pathology
Mac-Thiong et al, 2012 Canada
2000-2011
Retro. Cohort 477 with TSCI Quebec Trauma Registry ICD-9-CM Quebec Trauma Registry and Niveau Intensité Relative des Ressources Utilisées index (NIRRU1) Top-down,
Diagnosis Related Group (based on NIRRU)
All resources related to hospitalization.
Munce et al, 2013 Canada
2003-2004 & 2005-2006
Retro. Cohort 559 with TSCI Rick Hansen Foundation database ICD-10 Resource intensity weight and provincial average cost from Ontario Ministry of Health and Long-Term Care (MOHLTC), and patients discharge abstracts Top-down,
Diagnosis Related Group
Acute inpatient, ED, hospital rehabilitation, complex continuing care1, home health care services, and physician but not medication costs
Radhakrishna et al, 2014 Canada
1997-2007
Retro. Cohort 481 who sustained SCI from motor vehicle accident Quebec Trauma Registry (RTQ2) Using the terms spinal cord injury and motor vehicle collisions Quebec Medical Insurance Agency (RAMQ3), and
Quebec Provincial Automobile Insurer (SAAQ4)
Top-down,
Per-diem Quebec hospital cost
Initial hospitalization (including therapy, imaging, medication, surgery, and the hospitals fixed costs), practitioners fees, medications, environmental modifications, and personal aides
Richard-Denis et al 2017 Canada
2008-2014
Retro. Cohort 116 with motor-complete (AIS A, B) cervical SCI Individuals admitted to a level I SCI-specialized trauma center Hospital database and Niveau Intensité Relative des Ressources Utilisées index (NIRRU) Top-down,
Diagnosis Related Group (based on NIRRU)
The NIRRU index includes all resources related to hospitalization. Physician fee and costs related to the spine surgery and tracheostomy placement were not available.
Porgo et al, 2019 Canada
2019
Retro. Cohort 614 ≥ 16-year-olds admitted to adult trauma centers Quebec trauma registry Hospital financial reports (AS-471) for the 2016 fiscal year Bottom-up
Activity-based
Non-physician personnel, services and materials costs in ED, medical ward, OR, ICU, imaging, and para-clinical services. drugs, laboratory tests, blood products, and physician fees were not included
Li et al, 2011 China
2002
Retro. Cohort 710 with TSCI Information Center of Beijing Health Bureau Using the term paraplegia or tetraplegia in Chinese language Information Center of Beijing Health Bureau Top-down NS
Jiménez-Avila et al, 2012 Mexico
2004-2007
Retro. Cohort 34 ≥ 16-year-olds with complete cervical SCI Individuals with a diagnosis of complete cervical spinal cord injury Hospital records Bottom-up
(charges)
The cost calculation was done considering bed days, specialty consultation, laboratory, X-ray, axial computed tomography, MRI, and surgery.
Kawu et al, 2011 Nigeria
2009
Pros. Cohort 34 cases with SCI Spinal cord injured adults at the University of Abuja Hospital Hospital bills paid on discharge Bottom-up
(charges)
Nursing/medical care, accommodation, bed fees, drugs, laboratory charges and operative procedures; But not hospital staff and physicians fees, and medical equipment costs
Tsai et al, 2005 Taiwan
1998-2000
Retro. Cohort 184 with cervical SCI Bureau of National Health Insurance (BNHI) database ICD-9-CM Annual in-patient expenses information system of the BNHI Top-down Total in-patient and medical order items
Yang et al, 2008 Taiwan
2000-2003
Retro. Cohort 15,510 with acute TSCI National Health Insurance (NHI) database ICD-9-CM National Health Insurance Bureau (NHIB) datasets, including monthly claim summary for inpatient claims, inpatient expenditures by admissions and details of inpatient orders Top-down The datasets including details of inpatient orders, monthly claim summary for inpatient claims and inpatient expenditures by admissions were selected.
Lessing et al, 2020 Tanzania
2016-2019
Retro. Cohort 125 > 14 year-olds Muhimbili Orthopaedic Institute database Hospital records Bottom-up
Activity-based
The sum of direct costs during admission. For nonoperative patients calculated by adding the cost of initial imaging, LOS, OR fee, surgical implants, and postop. imaging
Price et al, 1994 USA
1989
Retro. Cohort 376 with TSCI Population-based statewide surveillance system ICD-9-CM Estimated or actual charges for acute care and rehabilitation hospitalization Bottom-up
(charges)
All charges of acute care and rehabilitation except physician services, outpatient rehabilitation, emergency transportation and later admissions
Johnson et al, 1996 USA
1989
Retro. Cohort 115 with TSCI Colorado Spinal Cord Injury Early Notification System (ENS) ICD-9 Participants were asked about the names of all providers and billing information was obtained from providers. Bottom-up
(hospital or outpatient charges)
Medical services, medical supplies and equipment, in-home care, and the names of providers. Providers are asked for Billing information
Chan et al, 1997 USA
1987-1994
Retro. Cohort NS, discharges from rehab hospitals (non-acute rehab) Medicare billing records and selected hospital cost reports Records of hospital charges on Medicare Bottom-up
(charges)
NS
Cifu et al, 1999 USA,
1988-1996
Retro. Cohort 2,099 adults with tetraplegia TSCI National Model Spinal Cord Injury Systems program Individuals with paraplegia SCI Hospital billing records Bottom-up
(estimated or actual hospital bills)
Acute care and inpatient rehabilitation
Cifu et al, 1999 USA
1988-1996
Retro. Cohort 2,169 adult persons with paraplegia TSCI National Model Spinal Cord Injury Systems program Individuals with paraplegia SCI Hospital billing records Bottom-up
Activity-based (estimated or actual hospital charges)
Acute care and inpatient rehabilitation
McKinley et al, 2001 USA
1992-1999
Retro. Cohort 172 rehabilitation inpatients (86 with TSCI and 86 nontraumatic SCI) National Model Spinal Cord Injury Systems program compiled on the NIDRR7 SCI Database NS Actual rehabilitation hospital charges for each patient Bottom-up
(charges)
Nursing, occupational therapy, physiatry and related medical services, physical therapy, psychologic and neurologic assessment, recreational therapy, and social services
Seel et al, 2001 USA
1988-1998
Retro. Cohort 180 adults with paraplegia National Model Spinal Cord Injury Systems program compiled on the NIDRR5 SCI Database Actual hospital charges for each patient Bottom-up
(charges)
Smith et al, 2003 USA
1993-1999
Retro. Cohort 47 with SCI Caused by Gunshot wounds National Rehabilitation Hospital Nonacute rehabilitative care recipients Completed bills for 12 of the 47 persons Bottom-up
(rehabilitation hospital charges)
NS
Webster et al, 2004 USA
1989-1999
Retro. Cohort 62 with work-related tetraplegia The workers compensation database Cross-referencing NCCI codes specific to: body part injured and injury type with relevant word search terms in the accident description Compensation insurer data source covering 8-10% of the US private workers compensation market Top-down Initial hospitalization, acute rehabilitation, subsequent hospital and rehabilitation readmissions, outpatient services (i.e., physician and therapy visits, diagnostic services), pharmacy and medical supplies, vehicle and home modifications, personal care attendants, and ambulance/assisted transportation.
French et al, 2007 USA
2005
Retro. Cohort 675 veterans with SCI Veterans Health Administration (VHA) administrative database Non-ventilator dependent wheelchair user veterans with SCI over 2 years The Decision Support System National Data Extracts (DSS-NDE) Bottom-up
Activity-based (DSS provided costs)
All outpatient and inpatient care i.e. hospitalization and surgery, medications, radiology, laboratory, nursing care, prosthetics, rehabilitation, and nursing home care
Yu et al, 2008 USA
1999-2001
Retro. Cohort 1,181 veterans with SC VA National Patient Care Databases (NPCDs) ICD-9 VA Health Economics Resource Center Average Cost File (ACF) Top-down
Medicare’s Diagnosis Related Group
Inpatient and outpatient care at VA facilities
DeVivo et al, 2011 USA
2000-2006
Retro. Cohort 1,676 with SCI National SCI Statistical Center (NSCISC) database A random sample of 508 treated from 1973 to 1988 and 227 newly injured in 1989 Charges reflect the average amount billed to individuals or third parties Bottom-up Inpatient acute care and rehabilitation, emergency medical services, nursing home, outpatient services, physician fees, equipment, environmental modifications, medications, supplies, attendant care, vocational rehabilitation
Deutsch et al, 2011 USA
2002-2006
Retro. Cohort 2919 > 64 Medicare fee-for-service cases Medicare claims and assessment data files ICD-9-CM Patient-level Medicare billing (ie, claims) records (Medicare Provider Analysis and Review file) Top-down
(The total amount paid to the rehabilitation hospital)
Part A services
Krause et al, 2019 USA
2011-2015
Retro. Cohort 303 State-wide SCI Surveillance System Registry ICD-9-CM South Carolina Revenue and Fiscal Affairs, Health and Demographics records Bottom-up
(acute hospital care charges)
Costs related to health care utilization for ED visits and hospitalizations.
Sikka et al, 2019 USA,
2003-2014
Retro. Cohort 591 with TSCI Trauma registry data merged with the regional hospital registry database (DFWHC)6 ICD-9 DFWHC database Bottom-up
(acute hospital care charges)
NS

1 Niveau Intensité Relative des Ressources Utilisées index (NIRRU); relative intensity of resources, 2 Registre des traumatismes du Québec, 3 Régie de l’assurance maladie du Québec, 4 Société de l’assurance automobile du Québec, 5 National Institute on Disability, Independent Living and Rehabilitation Research (NIDRR), 6 Dallas-Fort Worth Hospital Council.