Using multiple sources of data for surveillance of postoperative venous thromboembolism among surgical patients treated in Department of Veterans Affairs hospitals, 2005–2010. Issue 4 (April 2015)
- Record Type:
- Journal Article
- Title:
- Using multiple sources of data for surveillance of postoperative venous thromboembolism among surgical patients treated in Department of Veterans Affairs hospitals, 2005–2010. Issue 4 (April 2015)
- Main Title:
- Using multiple sources of data for surveillance of postoperative venous thromboembolism among surgical patients treated in Department of Veterans Affairs hospitals, 2005–2010
- Authors:
- Nelson, Richard E.
Grosse, Scott D.
Waitzman, Norman J.
Lin, Junji
DuVall, Scott L.
Patterson, Olga
Tsai, James
Reyes, Nimia - Abstract:
- Abstract: Background: There are limitations to using administrative data to identify postoperative venous thromboembolism (VTE). We used a novel approach to quantify postoperative VTE events among Department of Veterans Affairs (VA) surgical patients during 2005–2010. Methods: We used VA administrative data to exclude patients with VTE during 12 months prior to surgery. We identified probable postoperative VTE events within 30 and 90 days post-surgery in three settings: 1) pre-discharge inpatient, using a VTE diagnosis code and a pharmacy record for anticoagulation; 2) post-discharge inpatient, using a VTE diagnosis code followed by a pharmacy record for anticoagulation within 7 days; and 3) outpatient, using a VTE diagnosis code and either anticoagulation or a therapeutic procedure code with natural language processing (NLP) to confirm acute VTE in clinical notes. Results: Among 468, 515 surgeries without prior VTE, probable VTEs were documented within 30 and 90 days in 3, 931 (0.8%) and 5, 904 (1.3%), respectively. Of probable VTEs within 30 or 90 days post-surgery, 47.8% and 62.9%, respectively, were diagnosed post-discharge. Among post-discharge VTE diagnoses, 86% resulted in a VA hospital readmission. Fewer than 25% of outpatient records with both VTE diagnoses and anticoagulation prescriptions were confirmed by NLP as acute VTE events. Conclusion: More than half of postoperative VTE events were diagnosed post-discharge; analyses of surgical discharge records areAbstract: Background: There are limitations to using administrative data to identify postoperative venous thromboembolism (VTE). We used a novel approach to quantify postoperative VTE events among Department of Veterans Affairs (VA) surgical patients during 2005–2010. Methods: We used VA administrative data to exclude patients with VTE during 12 months prior to surgery. We identified probable postoperative VTE events within 30 and 90 days post-surgery in three settings: 1) pre-discharge inpatient, using a VTE diagnosis code and a pharmacy record for anticoagulation; 2) post-discharge inpatient, using a VTE diagnosis code followed by a pharmacy record for anticoagulation within 7 days; and 3) outpatient, using a VTE diagnosis code and either anticoagulation or a therapeutic procedure code with natural language processing (NLP) to confirm acute VTE in clinical notes. Results: Among 468, 515 surgeries without prior VTE, probable VTEs were documented within 30 and 90 days in 3, 931 (0.8%) and 5, 904 (1.3%), respectively. Of probable VTEs within 30 or 90 days post-surgery, 47.8% and 62.9%, respectively, were diagnosed post-discharge. Among post-discharge VTE diagnoses, 86% resulted in a VA hospital readmission. Fewer than 25% of outpatient records with both VTE diagnoses and anticoagulation prescriptions were confirmed by NLP as acute VTE events. Conclusion: More than half of postoperative VTE events were diagnosed post-discharge; analyses of surgical discharge records are inadequate to identify postoperative VTE. The NLP results demonstrate that the combination of VTE diagnoses and anticoagulation prescriptions in outpatient administrative records cannot be used to validly identify postoperative VTE events. Highlights: ~ 40% of possible pre-discharge VTEs based on ICD-9 codes classified as not probable. NLP was used on outpatient clinical notes to assess VTEs with no VA readmission. Just 21-23% of possible outpatient VTE diagnosed classified as probable based on NLP. Probable VTEs < 90 days of surgery in 1.3% of VA patients, majority after discharge. … (more)
- Is Part Of:
- Thrombosis research. Volume 135:Issue 4(2015)
- Journal:
- Thrombosis research
- Issue:
- Volume 135:Issue 4(2015)
- Issue Display:
- Volume 135, Issue 4 (2015)
- Year:
- 2015
- Volume:
- 135
- Issue:
- 4
- Issue Sort Value:
- 2015-0135-0004-0000
- Page Start:
- 636
- Page End:
- 642
- Publication Date:
- 2015-04
- Subjects:
- Venous thromboembolism -- Deep vein thrombosis -- Pulmonary embolism -- Veterans -- Surgery
Thrombosis -- Periodicals
616.135 - Journal URLs:
- http://www.sciencedirect.com/science/journal/00493848 ↗
http://www.elsevier.com/journals ↗ - DOI:
- 10.1016/j.thromres.2015.01.026 ↗
- Languages:
- English
- ISSNs:
- 0049-3848
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 8820.365000
British Library DSC - BLDSS-3PM
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