Elicit: Predicting Day-Case Arthroplasty Outcomes
Predicting Day-Case Arthroplasty Outcomes
Which patient factors best predict success/failure of day-case arthroplasty?
Increased age, female sex (OR 1.63-4.22), high ASA classification, and multiple comorbidities (OR up to 3.9) are the primary predictors of day-case arthroplasty failure.
Abstract
Day‐case arthroplasty outcomes are influenced by clear patient factors. Studies report that increased age—which in over 20 analyses shows odds ratios from 1.01 to 4.16—and female sex—with odds ratios from 1.63 to 4.22 in more than 15 investigations—predict lower same‐day discharge success. A higher body mass index (supported in 10+ studies) and non‐white race (noted in 5+ studies) similarly relate to reduced success. In addition, clinical indicators such as an ASA classification of III or IV and a comorbidity burden of three or more conditions consistently predict failure, with odds ratios up to 3.9 and highly significant p‐values. Other conditions, including hypertension, diabetes, cardiovascular disease, and chronic obstructive pulmonary disease, are also cited as contributing to poor day‐case outcomes. Although a couple of studies flag younger age (<40) as a potential risk factor, this finding remains inconsistent.
Methods
We analyzed 40 sources from an initial pool of 500, using 8 screening criteria. Each paper was reviewed for 6 key aspects that mattered most to the research question. More on methods
Papers identified with Elicit search
- n = 500
Papers screened using:
Study Setting
Patient Population - Age
Procedure Type
Clinical Context
Predictive Factors
Outcome Measures
Study Design
Study Focus
n = 500
Papers screened out
- n = 460
Papers included for extraction
- n = 40
Paper search
Using your research question “Which patient factors best predict success/failure of day-case arthroplasty?”, we searched across over 126 million academic papers from the Semantic Scholar corpus. We retrieved the 500 papers most relevant to the query.
Screening
We screened in sources based on their abstracts that met these criteria:
- Study Setting: Outpatient/day-case/ambulatory arthroplasty procedures.
- Patient Population - Age: Adult patients (≥18 years).
- Procedure Type: Primary (non-revision) hip, knee, shoulder, or ankle arthroplasty.
- Clinical Context: Planned elective procedures (not emergency or trauma-related cases).
- Predictive Factors: Patient-related predictive factors (e.g., age, BMI, comorbidities).
- Outcome Measures: Specific outcomes related to success/failure of day-case surgery (such as same-day discharge).
- Study Design: Prospective/retrospective cohort, case-control, RCT, or systematic review.
- Study Focus: Patient-related factors.
Data extraction
Study Design:
- Identify the specific type of study design used.
Patient Selection Criteria:
- Extract specific inclusion and exclusion criteria used for patient selection.
Patient Demographic and Clinical Factors:
- Extract key patient characteristics that could predict success.
Reasons for Same-Day Discharge Failure:
- List all documented reasons for unsuccessful same-day discharge.
Predictive Factors for Same-Day Discharge Success:
- Extract statistical predictors of same-day discharge success.
Surgical Procedure Details:
- Extract specific details about surgical procedures.
Results
Characteristics of Included Studies
| Study | Study Design | Sample Size | Setting Type | Primary Outcome Definition | Full text retrieved |
|---|---|---|---|---|---|
| Velichala et al., 2024 | Retrospective | 31,347 | No mention found | 30-day readmission after outpatient Total Knee Arthroplasty (TKA) | No |
| Murrell et al., 2023 | Retrospective, single-center | 606 | Single-center | 24-hour discharge after elective hip/knee arthroplasty | Yes |
| Keulen et al., 2020 | Retrospective | 525 | No mention found | Same-day discharge after outpatient hip/knee arthroplasty | No |
| Foley et al., 2023 | Retrospective analysis of prospectively collected data | 466 | Single-center | Failure to achieve planned same-day discharge after TJA | No |
| Sher et al., 2017 | Retrospective, multi-center | 120,847 | Multi-center | Same-day discharge and post-discharge complications after TJA | No |
| Radtke et al., 2024 | Retrospective, single-center | 3,093 | Single-center | Failure to launch (discharge home) after scheduled same-day TJA | No |
| Danielsen et al., 2024 | Prospective, multicentre cohort | 6,142 | Multicenter | Day-case success after THA, TKA, mUKA | Yes |
| Gong et al., 2023 | Retrospective, single-center | 753 | Single-center | Reasons/risk factors for failed same-day discharge | No |
| Kort et al., 2017 | Review | 14 studies | N/A | Patient selection criteria for outpatient joint arthroplasty | No |
| Jaibaji et al., 2020 | Systematic review | 6,519 | N/A | Complication/reoperation rates after outpatient arthroplasty | No |
Patient Demographics
| Factor | Effect Size Range | Direction of Effect | Number of Supporting Studies |
|---|---|---|---|
| Age (older) | OR 1.01–4.16, RR 1.44, OR 0.935 | Decreases same-day discharge success | 20+ |
| Female sex | OR 1.63–4.22, RR 2.76 | Decreases same-day discharge success | 15+ |
| Body Mass Index (higher) | OR 1.06, OR 0.491 | Decreases same-day discharge success | 10+ |
| Non-white race | OR 1.31–2.19, OR 0.456 | Decreases same-day discharge success | 5+ |
| Marital status (non-married) | p=0.007 | Decreases same-day discharge success | 2 |
| Younger age (<40) | Increased risk in some studies | Decreases same-day discharge success (inconsistently) | 2 |
Common Failure Patterns
| Study | Most Common Reasons for Failure | Frequency/Proportion |
|---|---|---|
| Danielsen et al., 2024 | Mobilization issues, prolonged spinal anesthesia, PONV | 9–14% by reason |
| Gong et al., 2023 | Failure to clear Physical Therapy, hypotension, urinary retention | 33%, 20.5%, 16.9% |
References
- James Murrell, N. Khadabadi, Thomas Moores, Fahad Hossain (2023). Identifying Preoperative Predictors for 24-Hour Discharge After Elective Hip and Knee Arthroplasties. Cureus
- M. Keulen, Sofie Asselberghs, B. Boonen, R. Hendrickx, E. V. van Haaren, and 1 more (2020). Predictors of (Un)successful Same-Day Discharge in Selected Patients Following Outpatient Hip and Knee Arthroplasty. Journal of Arthroplasty
- David P Foley, Priyanka Ghosh, M. Ziemba-Davis, K. Sonn, R. Meneghini (2023). Predictors of Failure to Achieve Planned Same-Day Discharge after Primary Total Joint Arthroplasty: a Multivariable Analysis of Perioperative Risk Factors. Journal of the American Academy of Orthopaedic Surgeons
- A. Sher, Aakash H. Keswani, Dong-Han Yao, Michael Anderson, Karl Koenig, and 1 more (2017). Predictors of Same-Day Discharge in Primary Total Joint Arthroplasty Patients and Risk Factors for Post-Discharge Complications. Journal of Arthroplasty