Comparing Complication Rates, Costs, and Length of Stay between Unicompartmental and Total Knee Arthroplasty: Insights from a Big Data Analysis Using the National Inpatient Sample Dataset
Abstract
1. Introduction
2. Methods
2.1. Data Source and Study Population
2.2. Inclusion and Exclusion Criteria
2.3. Propensity Score Matching
2.4. Outcome Measures
2.5. Statistical Analysis
2.6. Ethical Considerations
3. Results
4. Discussion
4.1. Costs
4.2. Complications
4.3. Pros of UKA
4.4. Cons of UKA
4.5. Limitations and Strengths
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Abbreviations
HCUP | Healthcare Cost and Utilization Project |
ICD-10 | International Classification of Diseases, 10th Revision |
LOS | Length of stay |
NIS | Nationwide Inpatient Sample |
SPSS | Statistical Package for the Social Sciences |
TKA | Total hip arthroplasty |
UKA | Unicompartmental knee arthroplasty |
References
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Etiologies | UKA (%) | TKA (%) | Significance |
---|---|---|---|
Primary osteoarthritis | 97.35 | 97.70 | p < 0.0001 |
Post-traumatic arthritis | 1.13 | 1.46 | |
Rheumatoid arthritis | 0 | 0.22 | |
Osteonecrosis | 0.52 | 0.06 | |
Leg deformity | 0 | 0.06 | |
Malignant neoplasm | 0.02 | 0.02 | |
Other/unspecified | 0.98 | 0.48 |
Parameter | UKA | TKA | Significance |
---|---|---|---|
Total Surgeries (%) | 68,445 | 2,538,480 | - |
Average Age (y) | 63.23 (Std d.10.6) | 66.76 (Std d.9.416) | p < 0.0001 |
Female (%) | 50.5 | 61.7 | p < 0.0001 |
Payer—Medicare (%) | 40.8 | 57.3 | p < 0.0001 |
Payer—Medicaid (%) | 5.1 | 4.3 | |
Payer—Private (%) | 48.5 | 34.9 | |
Payer—Other (including self-pay) (%) | 5.6 | 3.5 | |
Hypertension Diagnosis (%) | 52.2 | 59.5 | p < 0.0001 |
Dyslipidemia Diagnosis (%) | 42.4 | 46.6 | p < 0.0001 |
Sleep Apnea Diagnosis (%) | 12.4 | 13.2 | p < 0.0001 |
Chronic Anemia (%) | 2.8 | 5.9 | p < 0.0001 |
Alcohol Abuse (%) | 0.8 | 0.9 | p = 0.103 |
Osteoporosis (%) | 2.4 | 4 | p < 0.0001 |
Parkinson’s Disease (%) | 0.5 | 0.6 | p < 0.0001 |
Type 2 Diabetes (%) | 16.5 | 21.5 | p < 0.0001 |
Renal Disease (%) | 4.8 | 7 | p < 0.0001 |
CHF (%) | 0.7 | 1.3 | p < 0.0001 |
Chronic Lung Disease (%) | 4.4 | 6.0 | p < 0.0001 |
Obesity (%) | 25.5 | 31.1 | p < 0.0001 |
Parameter | UKA | TKA | Significance |
---|---|---|---|
Total Surgeries (%) | 68,445 | 68,445 | - |
Average Age (y) | 63.23 (Std d.10.6) | 63.28 (Std d.10.5) | p = 0.75 |
Female (%) | 50.5 | 50.9 | p = 0.10 |
Payer—Medicare (%) | 40.8 | 41.1 | p = 0.23 |
Payer—Medicaid (%) | 5.1 | 5 | |
Payer—Private (%) | 48.5 | 48.4 | |
Payer—Other (including self-pay) (%) | 5.6 | 5.5 | |
Hypertension Diagnosis (%) | 52.2 | 52.4 | p = 0.35 |
Dyslipidemia Diagnosis (%) | 42.4 | 42.6 | p = 0.43 |
Sleep Apnea Diagnosis (%) | 12.4 | 12.1 | p = 0.08 |
Chronic Anemia (%) | 2.8 | 2.7 | p = 0.51 |
Alcohol Abuse (%) | 0.8 | 0.8 | p = 0.77 |
Osteoporosis (%) | 2.4 | 2.4 | p = 0.861 |
Parkinson’s Disease (%) | 0.5 | 0.5 | p = 0.69 |
Type 2 Diabetes (%) | 16.5 | 16.3 | p = 0.309 |
Renal Disease (%) | 4.8 | 4.7 | p = 0.31 |
CHF (%) | 0.7 | 0.6 | p = 0.06 |
Chronic Lung Disease (%) | 4.4 | 4.3 | p = 0.236 |
Obesity (%) | 25.5 | 25.2 | p = 0.29 |
Parameter | UKA | TKA | Significance |
---|---|---|---|
Died during hospitalization | 0.015% | 0.015% | p = 1 |
Length of stay mean in days | 1.53 (Std d.1.4) | 2.47 (Std d.1.5) | p < 0.0001 |
Mean total charges in USD | 55,976 (Std d.34,156) | 61,513 (Std d.38,569) | p < 0.0001 |
Parameter | UKA (%) | TKA (%) | Significance |
---|---|---|---|
Intraoperative fracture | 0.23 | 0.17 | p = 0.007 |
Pulmonary edema | 0.06 | 0.02 | p < 0.0001 |
Venous thromboembolism | 0.16 | 0.20 | p = 0.06 |
Heart failure | 0.10 | 0.04 | p = 0.44 |
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Maman, D.; Mahamid, A.; Yonai, Y.; Berkovich, Y. Comparing Complication Rates, Costs, and Length of Stay between Unicompartmental and Total Knee Arthroplasty: Insights from a Big Data Analysis Using the National Inpatient Sample Dataset. J. Clin. Med. 2024, 13, 3888. https://doi.org/10.3390/jcm13133888
Maman D, Mahamid A, Yonai Y, Berkovich Y. Comparing Complication Rates, Costs, and Length of Stay between Unicompartmental and Total Knee Arthroplasty: Insights from a Big Data Analysis Using the National Inpatient Sample Dataset. Journal of Clinical Medicine. 2024; 13(13):3888. https://doi.org/10.3390/jcm13133888
Chicago/Turabian StyleMaman, David, Assil Mahamid, Yaniv Yonai, and Yaron Berkovich. 2024. "Comparing Complication Rates, Costs, and Length of Stay between Unicompartmental and Total Knee Arthroplasty: Insights from a Big Data Analysis Using the National Inpatient Sample Dataset" Journal of Clinical Medicine 13, no. 13: 3888. https://doi.org/10.3390/jcm13133888
APA StyleMaman, D., Mahamid, A., Yonai, Y., & Berkovich, Y. (2024). Comparing Complication Rates, Costs, and Length of Stay between Unicompartmental and Total Knee Arthroplasty: Insights from a Big Data Analysis Using the National Inpatient Sample Dataset. Journal of Clinical Medicine, 13(13), 3888. https://doi.org/10.3390/jcm13133888