Table 1.
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.