Variations in data collection methods between national databases affect study results: a comparison of the nationwide inpatient sample and national surgical quality improvement program databases for lumbar spine fusion procedures
- PMID: 25471919
- DOI: 10.2106/JBJS.M.01490
Variations in data collection methods between national databases affect study results: a comparison of the nationwide inpatient sample and national surgical quality improvement program databases for lumbar spine fusion procedures
Abstract
Background: There has been an increasing use of national databases to conduct orthopaedic research. Questions regarding the validity and consistency of these studies have not been fully addressed. The purpose of this study was to test for similarity in reported measures between two national databases commonly used for orthopaedic research.
Methods: A retrospective cohort study of patients undergoing lumbar spinal fusion procedures during 2009 to 2011 was performed in two national databases: the Nationwide Inpatient Sample and the National Surgical Quality Improvement Program. Demographic characteristics, comorbidities, and inpatient adverse events were directly compared between databases.
Results: The total numbers of patients included were 144,098 from the Nationwide Inpatient Sample and 8434 from the National Surgical Quality Improvement Program. There were only small differences in demographic characteristics between the two databases. There were large differences between databases in the rates at which specific comorbidities were documented. Non-morbid obesity was documented at rates of 9.33% in the Nationwide Inpatient Sample and 36.93% in the National Surgical Quality Improvement Program (relative risk, 0.25; p < 0.05). Peripheral vascular disease was documented at rates of 2.35% in the Nationwide Inpatient Sample and 0.60% in the National Surgical Quality Improvement Program (relative risk, 3.89; p < 0.05). Similarly, there were large differences between databases in the rates at which specific inpatient adverse events were documented. Sepsis was documented at rates of 0.38% in the Nationwide Inpatient Sample and 0.81% in the National Surgical Quality Improvement Program (relative risk, 0.47; p < 0.05). Acute kidney injury was documented at rates of 1.79% in the Nationwide Inpatient Sample and 0.21% in the National Surgical Quality Improvement Program (relative risk, 8.54; p < 0.05).
Conclusions: As database studies become more prevalent in orthopaedic surgery, authors, reviewers, and readers should view these studies with caution. This study shows that two commonly used databases can identify demographically similar patients undergoing a common orthopaedic procedure; however, the databases document markedly different rates of comorbidities and inpatient adverse events. The differences are likely the result of the very different mechanisms through which the databases collect their comorbidity and adverse event data. Findings highlight concerns regarding the validity of orthopaedic database research.
Copyright © 2014 by The Journal of Bone and Joint Surgery, Incorporated.
Comment in
-
Apples, oranges, and national databases: commentary on an article by Daniel D. Bohl, MPH, et al.: "Variations in data collection methods between national databases affect study results: a comparison of the nationwide inpatient sample and national surgical quality improvement program databases for lumbar spine fusion procedures".J Bone Joint Surg Am. 2014 Dec 3;96(23):e198. doi: 10.2106/JBJS.N.00890. J Bone Joint Surg Am. 2014. PMID: 25471924 No abstract available.
Similar articles
-
Nationwide Inpatient Sample and National Surgical Quality Improvement Program give different results in hip fracture studies.Clin Orthop Relat Res. 2014 Jun;472(6):1672-80. doi: 10.1007/s11999-014-3559-0. Epub 2014 Mar 11. Clin Orthop Relat Res. 2014. PMID: 24615426 Free PMC article.
-
A National Database Analysis Comparing the Nationwide Inpatient Sample and American College of Surgeons National Surgical Quality Improvement Program in Laparoscopic vs Open Colectomies: Inherent Variance May Impact Outcomes.Dis Colon Rectum. 2016 Sep;59(9):843-54. doi: 10.1097/DCR.0000000000000642. Dis Colon Rectum. 2016. PMID: 27505113
-
Apples, oranges, and national databases: commentary on an article by Daniel D. Bohl, MPH, et al.: "Variations in data collection methods between national databases affect study results: a comparison of the nationwide inpatient sample and national surgical quality improvement program databases for lumbar spine fusion procedures".J Bone Joint Surg Am. 2014 Dec 3;96(23):e198. doi: 10.2106/JBJS.N.00890. J Bone Joint Surg Am. 2014. PMID: 25471924 No abstract available.
-
Nationwide Databases in Orthopaedic Surgery Research.J Am Acad Orthop Surg. 2016 Oct;24(10):673-82. doi: 10.5435/JAAOS-D-15-00217. J Am Acad Orthop Surg. 2016. PMID: 27579813 Review.
-
Database and Registry Research in Orthopaedic Surgery: Part I: Claims-Based Data.J Bone Joint Surg Am. 2015 Aug 5;97(15):1278-87. doi: 10.2106/JBJS.N.01260. J Bone Joint Surg Am. 2015. PMID: 26246263 Review.
Cited by
-
The effect of allergies on outcomes following shoulder arthroplasty: A national database analysis of 154,478 patients.Shoulder Elbow. 2024 Oct;16(5):527-533. doi: 10.1177/17585732231194615. Epub 2023 Aug 10. Shoulder Elbow. 2024. PMID: 39493408
-
Rates of Registry Research Have Increased in Podium and Poster Presentations at the American Association of Hip and Knee Surgeons.Arthroplast Today. 2024 Jun 4;27:101413. doi: 10.1016/j.artd.2024.101413. eCollection 2024 Jun. Arthroplast Today. 2024. PMID: 38912096 Free PMC article.
-
Arthroplasty for Treating Proximal Femur Metastatic Lesions May Be Associated with Lower Mortality Rates Compared to Intramedullary Nailing within the VA Healthcare System.J Clin Med. 2023 Sep 1;12(17):5717. doi: 10.3390/jcm12175717. J Clin Med. 2023. PMID: 37685783 Free PMC article.
-
Impact of Large Database Studies on Orthopedic Surgery Literature: Are We Advancing the Field?HSS J. 2023 May;19(2):198-204. doi: 10.1177/15563316221129556. Epub 2022 Oct 18. HSS J. 2023. PMID: 37065108 Free PMC article.
-
Sex differences in utilization and perioperative outcomes of arthroscopic rotator cuff repair.JSES Int. 2022 Aug 9;6(6):992-998. doi: 10.1016/j.jseint.2022.07.003. eCollection 2022 Nov. JSES Int. 2022. PMID: 36353439 Free PMC article.
Publication types
MeSH terms
LinkOut - more resources
Full Text Sources
Other Literature Sources
Research Materials
