An administrative data algorithm to identify traumatic spinal cord injured patients: a validation study
Objective: To assess the validity of different administrative data sources available for the identification of traumatic spinal cord injured (TSCI) patients. Study design: Retrospective validation study. Setting: Ontario, Canada. Participants: Adult patients seen in tertiary outpatient spinal cord r...
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| Published in | Spinal cord Vol. 52; no. 1; pp. 34 - 38 |
|---|---|
| Main Authors | , , , , |
| Format | Journal Article |
| Language | English |
| Published |
London
Nature Publishing Group UK
01.01.2014
Nature Publishing Group |
| Subjects | |
| Online Access | Get full text |
| ISSN | 1362-4393 1476-5624 1476-5624 |
| DOI | 10.1038/sc.2013.134 |
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| Abstract | Objective:
To assess the validity of different administrative data sources available for the identification of traumatic spinal cord injured (TSCI) patients.
Study design:
Retrospective validation study.
Setting:
Ontario, Canada.
Participants:
Adult patients seen in tertiary outpatient spinal cord rehabilitation clinics after 1 April 2002.
Outcome measures:
Sensitivity, specificity, positive and negative predicative values of diagnostic ICD10 codes from Canadian Institutes of Health Discharge Abstracts (CIHI-DAD), Rehabilitation Coding Groups (RCG) from that National Rehabilitation System (NRS), and spinal cord injury fee codes from the Ontario Healthcare Insurance Plan (OHIP). Secondary outcome was the agreement between actual lesion level and RCG/ICD10 coded lesion level.
Results:
The RCG codes in the NRS have high sensitivity (92%, 95% confidence interval (CI): 87–95%) and specificity (97%, 95% CI: 94–99%) for the identification of true TSCI patients, whereas CIHI-DAD ICD10 codes are highly specific (99%, 95% CI: 95–100) and moderately sensitive (76%, 95% CI: 79–87%). OHIP fee codes had poor sensitivity (64%, 95% CI: 57–71%). Agreement between true lesion level and the NRS and CIHI-DAD coding is good (Kappa of 0.65–0.88 and 0.56–0.70, respectively).
Conclusion:
This study demonstrated that the NRS is able to accurately discriminate between patients with and without a TSCI. A large population of incident and prevalent TSCI patients are identifiable using administrative data.
Sponsorship:
This study was funded by a grant from the Division of Urology, Western University. |
|---|---|
| AbstractList | To assess the validity of different administrative data sources available for the identification of traumatic spinal cord injured (TSCI) patients.
Retrospective validation study.
Ontario, Canada.
Adult patients seen in tertiary outpatient spinal cord rehabilitation clinics after 1 April 2002.
Sensitivity, specificity, positive and negative predicative values of diagnostic ICD10 codes from Canadian Institutes of Health Discharge Abstracts (CIHI-DAD), Rehabilitation Coding Groups (RCG) from that National Rehabilitation System (NRS), and spinal cord injury fee codes from the Ontario Healthcare Insurance Plan (OHIP). Secondary outcome was the agreement between actual lesion level and RCG/ICD10 coded lesion level.
The RCG codes in the NRS have high sensitivity (92%, 95% confidence interval (CI): 87-95%) and specificity (97%, 95% CI: 94-99%) for the identification of true TSCI patients, whereas CIHI-DAD ICD10 codes are highly specific (99%, 95% CI: 95-100) and moderately sensitive (76%, 95% CI: 79-87%). OHIP fee codes had poor sensitivity (64%, 95% CI: 57-71%). Agreement between true lesion level and the NRS and CIHI-DAD coding is good (Kappa of 0.65-0.88 and 0.56-0.70, respectively).
This study demonstrated that the NRS is able to accurately discriminate between patients with and without a TSCI. A large population of incident and prevalent TSCI patients are identifiable using administrative data.
This study was funded by a grant from the Division of Urology, Western University. Objective: To assess the validity of different administrative data sources available for the identification of traumatic spinal cord injured (TSCI) patients.Study design:Retrospective validation study.Setting:Ontario, Canada.Participants:Adult patients seen in tertiary outpatient spinal cord rehabilitation clinics after 1 April 2002.Outcome measures:Sensitivity, specificity, positive and negative predicative values of diagnostic ICD10 codes from Canadian Institutes of Health Discharge Abstracts (CIHI-DAD), Rehabilitation Coding Groups (RCG) from that National Rehabilitation System (NRS), and spinal cord injury fee codes from the Ontario Healthcare Insurance Plan (OHIP). Secondary outcome was the agreement between actual lesion level and RCG/ICD10 coded lesion level. Results: The RCG codes in the NRS have high sensitivity (92%, 95% confidence interval (CI): 87-95%) and specificity (97%, 95% CI: 94-99%) for the identification of true TSCI patients, whereas CIHI-DAD ICD10 codes are highly specific (99%, 95% CI: 95-100) and moderately sensitive (76%, 95% CI: 79-87%). OHIP fee codes had poor sensitivity (64%, 95% CI: 57-71%). Agreement between true lesion level and the NRS and CIHI-DAD coding is good (Kappa of 0.65-0.88 and 0.56-0.70, respectively). Conclusion: This study demonstrated that the NRS is able to accurately discriminate between patients with and without a TSCI. A large population of incident and prevalent TSCI patients are identifiable using administrative data.Sponsorship:This study was funded by a grant from the Division of Urology, Western University. To assess the validity of different administrative data sources available for the identification of traumatic spinal cord injured (TSCI) patients. Retrospective validation study. Ontario, Canada. Adult patients seen in tertiary outpatient spinal cord rehabilitation clinics after 1 April 2002. Sensitivity, specificity, positive and negative predicative values of diagnostic ICD10 codes from Canadian Institutes of Health Discharge Abstracts (CIHI-DAD), Rehabilitation Coding Groups (RCG) from that National Rehabilitation System (NRS), and spinal cord injury fee codes from the Ontario Healthcare Insurance Plan (OHIP). Secondary outcome was the agreement between actual lesion level and RCG/ICD10 coded lesion level. The RCG codes in the NRS have high sensitivity (92%, 95% confidence interval (CI): 87-95%) and specificity (97%, 95% CI: 94-99%) for the identification of true TSCI patients, whereas CIHI-DAD ICD10 codes are highly specific (99%, 95% CI: 95-100) and moderately sensitive (76%, 95% CI: 79-87%). OHIP fee codes had poor sensitivity (64%, 95% CI: 57-71%). Agreement between true lesion level and the NRS and CIHI-DAD coding is good (Kappa of 0.65-0.88 and 0.56-0.70, respectively). This study demonstrated that the NRS is able to accurately discriminate between patients with and without a TSCI. A large population of incident and prevalent TSCI patients are identifiable using administrative data. This study was funded by a grant from the Division of Urology, Western University. Objective: To assess the validity of different administrative data sources available for the identification of traumatic spinal cord injured (TSCI) patients. Study design: Retrospective validation study. Setting: Ontario, Canada. Participants: Adult patients seen in tertiary outpatient spinal cord rehabilitation clinics after 1 April 2002. Outcome measures: Sensitivity, specificity, positive and negative predicative values of diagnostic ICD10 codes from Canadian Institutes of Health Discharge Abstracts (CIHI-DAD), Rehabilitation Coding Groups (RCG) from that National Rehabilitation System (NRS), and spinal cord injury fee codes from the Ontario Healthcare Insurance Plan (OHIP). Secondary outcome was the agreement between actual lesion level and RCG/ICD10 coded lesion level. Results: The RCG codes in the NRS have high sensitivity (92%, 95% confidence interval (CI): 87–95%) and specificity (97%, 95% CI: 94–99%) for the identification of true TSCI patients, whereas CIHI-DAD ICD10 codes are highly specific (99%, 95% CI: 95–100) and moderately sensitive (76%, 95% CI: 79–87%). OHIP fee codes had poor sensitivity (64%, 95% CI: 57–71%). Agreement between true lesion level and the NRS and CIHI-DAD coding is good (Kappa of 0.65–0.88 and 0.56–0.70, respectively). Conclusion: This study demonstrated that the NRS is able to accurately discriminate between patients with and without a TSCI. A large population of incident and prevalent TSCI patients are identifiable using administrative data. Sponsorship: This study was funded by a grant from the Division of Urology, Western University. To assess the validity of different administrative data sources available for the identification of traumatic spinal cord injured (TSCI) patients.OBJECTIVETo assess the validity of different administrative data sources available for the identification of traumatic spinal cord injured (TSCI) patients.Retrospective validation study.STUDY DESIGNRetrospective validation study.Ontario, Canada.SETTINGOntario, Canada.Adult patients seen in tertiary outpatient spinal cord rehabilitation clinics after 1 April 2002.PARTICIPANTSAdult patients seen in tertiary outpatient spinal cord rehabilitation clinics after 1 April 2002.Sensitivity, specificity, positive and negative predicative values of diagnostic ICD10 codes from Canadian Institutes of Health Discharge Abstracts (CIHI-DAD), Rehabilitation Coding Groups (RCG) from that National Rehabilitation System (NRS), and spinal cord injury fee codes from the Ontario Healthcare Insurance Plan (OHIP). Secondary outcome was the agreement between actual lesion level and RCG/ICD10 coded lesion level.OUTCOME MEASURESSensitivity, specificity, positive and negative predicative values of diagnostic ICD10 codes from Canadian Institutes of Health Discharge Abstracts (CIHI-DAD), Rehabilitation Coding Groups (RCG) from that National Rehabilitation System (NRS), and spinal cord injury fee codes from the Ontario Healthcare Insurance Plan (OHIP). Secondary outcome was the agreement between actual lesion level and RCG/ICD10 coded lesion level.The RCG codes in the NRS have high sensitivity (92%, 95% confidence interval (CI): 87-95%) and specificity (97%, 95% CI: 94-99%) for the identification of true TSCI patients, whereas CIHI-DAD ICD10 codes are highly specific (99%, 95% CI: 95-100) and moderately sensitive (76%, 95% CI: 79-87%). OHIP fee codes had poor sensitivity (64%, 95% CI: 57-71%). Agreement between true lesion level and the NRS and CIHI-DAD coding is good (Kappa of 0.65-0.88 and 0.56-0.70, respectively).RESULTSThe RCG codes in the NRS have high sensitivity (92%, 95% confidence interval (CI): 87-95%) and specificity (97%, 95% CI: 94-99%) for the identification of true TSCI patients, whereas CIHI-DAD ICD10 codes are highly specific (99%, 95% CI: 95-100) and moderately sensitive (76%, 95% CI: 79-87%). OHIP fee codes had poor sensitivity (64%, 95% CI: 57-71%). Agreement between true lesion level and the NRS and CIHI-DAD coding is good (Kappa of 0.65-0.88 and 0.56-0.70, respectively).This study demonstrated that the NRS is able to accurately discriminate between patients with and without a TSCI. A large population of incident and prevalent TSCI patients are identifiable using administrative data.CONCLUSIONThis study demonstrated that the NRS is able to accurately discriminate between patients with and without a TSCI. A large population of incident and prevalent TSCI patients are identifiable using administrative data.This study was funded by a grant from the Division of Urology, Western University.SPONSORSHIPThis study was funded by a grant from the Division of Urology, Western University. |
| Author | Loh, E Shariff, S Z Liu, K Welk, B Siddiqi, F |
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| BackLink | https://www.ncbi.nlm.nih.gov/pubmed/24216615$$D View this record in MEDLINE/PubMed |
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To assess the validity of different administrative data sources available for the identification of traumatic spinal cord injured (TSCI) patients.... To assess the validity of different administrative data sources available for the identification of traumatic spinal cord injured (TSCI) patients.... To assess the validity of different administrative data sources available for the identification of traumatic spinal cord injured (TSCI) patients.OBJECTIVETo... Objective: To assess the validity of different administrative data sources available for the identification of traumatic spinal cord injured (TSCI)... |
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| SubjectTerms | 692/699/375/1824 692/700/228/491 Adult Algorithms Anatomy Biomedical and Life Sciences Biomedicine Clinical Coding - methods Clinical Coding - standards Female Human Physiology Humans International Classification of Diseases Male Middle Aged Neurochemistry Neuropsychology Neurosciences Ontario original-article Spinal Cord Injuries - classification |
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| Title | An administrative data algorithm to identify traumatic spinal cord injured patients: a validation study |
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