COMPARISON OF ICD-9-CM TO ICD-10-CM CROSSWALKS DERIVED BY PHYSICIAN AND CLINICAL CODER VS. AUTOMATED METHODS.
Purpose: To evaluate whether automated methods are sufficient for deriving ICD-10-CM algorithms by comparing ICD-9-CM to ICD-10-CM crosswalks from general equivalence mappings (GEMs) with physician/clinical coder-derived crosswalks. Patients and methods: Forward mapping was used to derive ICD-10-CM...
| Publicado en: | Perspectives in Health Information Management pp. 1 - 9 |
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| Autores principales: | , , , , , |
| Formato: | research Journal Article |
| Publicado: |
American Health Information Management Association
Spring2021
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| Acceso en línea: | Ver este registro en EBSCOhost |
| fields | @attributes: recordID: 1 pdfLink: plink: https://search.ebscohost.com/login.aspx?direct=true&db=ccm&AN=149624834&site=ehost-live header: @attributes: shortDbName: ccm uiTerm: 149624834 longDbName: CINAHL Complete uiTag: AN controlInfo: bkinfo: dissinfo: jinfo: jid: 15594122 2QEL jtl: Perspectives in Health Information Management issn: 15594122 maglogo: N pubinfo: dt: Spring2021 pid: 6825 pub: American Health Information Management Association place: Chicago, Illinois artinfo: ui: 149624834 149624834 149624834 149624834 ppf: 1 ppct: 8 formats: fmt: @attributes: type: P tig: atl: COMPARISON OF ICD-9-CM TO ICD-10-CM CROSSWALKS DERIVED BY PHYSICIAN AND CLINICAL CODER VS. AUTOMATED METHODS. aug: au: Simeone, Jason C. Xinyue Liu Bhagnani, Tarun Reynolds, Matthew W. Collins, Jenna Bortnichak, Edward A. affil: Senior research scientist and director of US database analytics, Evidera, Waltham, MA sug: subj: International Classification of Diseases Coding, Computer-Assisted Methods Algorithms Automation Physicians Certified Coding Specialists Comparative Studies Models, Statistical Sensitivity and Specificity Peripheral Vascular Diseases Cognition Disorders Heart Failure Diabetic Neuropathies Questionnaires Hypertension Decision Making ab: Purpose: To evaluate whether automated methods are sufficient for deriving ICD-10-CM algorithms by comparing ICD-9-CM to ICD-10-CM crosswalks from general equivalence mappings (GEMs) with physician/clinical coder-derived crosswalks. Patients and methods: Forward mapping was used to derive ICD-10-CM crosswalks for 10 conditions. As a sensitivity analysis, forward-backward mapping (FBM) was also conducted for three clinical conditions. The physician/coder independently developed crosswalks for the same conditions. Differences between the crosswalks were summarized using the Jaccard similarity coefficient (JSC). Results: Physician/coder crosswalks were typically far more inclusive than GEMs crosswalks. Crosswalks for peripheral artery disease were most dissimilar (JSC: 0.06), while crosswalks for mild cognitive impairment (JSC: 1) and congestive heart failure (0.85) were most similar. FBM added ICD-10-CM codes for all three conditions but did not consistently increase similarity between crosswalks. Conclusion: The GEMs and physician/coder algorithms rarely aligned fully; human review is still required for ICD-9-CM to ICD-10-CM crosswalk development. pubtype: Academic Journal doctype: research Journal Article ougenre: Article language: English refInfo: holdings: @attributes: islocal: N |
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