Preoperative Biopsychosocial Assessment and Length of Stay in Orthopaedic Surgery Admissions of Youth with Cerebral Palsy
Abstract
:1. Introduction
Background
2. Materials and Methods
2.1. Biopsychosocial Assessment
2.2. Statistical Analysis
3. Results
3.1. Group Analysis
3.1.1. Length of Stay
3.1.2. Extended Length of Stay
3.1.3. Thirty-Day Readmission
3.2. Multivariate Analyses
3.2.1. Length of Stay
3.2.2. Extended Length of Stay
3.2.3. Thirty-Day Readmission
4. Discussion
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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Variable | BPSA | p Value | Test | ||
---|---|---|---|---|---|
No | Yes | ||||
Age | Median (CI) | 10.6 (0.94) | 10.9 (0.97) | 0.72 | Wilcoxon |
Race | Asian | 1 | 0 | 0.68 | Chi-squared |
Asian Indian | 1 | 0 | |||
Black or African American | 13 | 13 | |||
Guamanian or Chamorro | 0 | 1 | |||
Some other race | 3 | 4 | |||
White or Caucasian | 28 | 28 | |||
GMFCS | IV | 16 | 17 | 0.83 | Chi-squared |
V | 30 | 29 | |||
Surgery type | Hip | 28 | 28 | 1 | Chi-squared |
Spine | 18 | 18 | |||
Range of medical issues | None = 0 | 6 | 8 | 0.84 | Chi-squared |
Small = 1.2 | 24 | 23 | |||
Large = 3.4 | 16 | 15 |
Surgery Type | BPSA | Comorbidities | n | LOS Days | 30-Day Readmission | ||
---|---|---|---|---|---|---|---|
Median | IQR | CI | |||||
Hip | No | None | 4 | 5.5 | 1.75 | 2.72 | 0 |
Hip | No | Small | 16 | 6.5 | 4 | 1.76 | 2 |
Hip | No | Large | 8 | 6.5 | 7.75 | 4.07 | 2 |
Spine | No | None | 2 | 11 | 3 | 38.1 | 1 |
Spine | No | Small | 8 | 11 | 2.5 | 21.2 | 0 |
Spine | No | Large | 8 | 21 | 31 | 21.8 | 0 |
Hip | Yes | None | 6 | 6 | 1.5 | 21.6 | 0 |
Hip | Yes | Small | 16 | 5.5 | 2.25 | 1.06 | 1 |
Hip | Yes | Large | 6 | 8 | 1.5 | 3.8 | 0 |
Spine | Yes | None | 2 | 9 | 1 | 12.7 | 0 |
Spine | Yes | Small | 7 | 10 | 5 | 3.16 | 1 |
Spine | Yes | Large | 9 | 7 | 1 | 1.96 | 2 |
Subject Number | Surgery | Reason for 30-Day Readmission |
---|---|---|
1 | HR | Oropharyngeal dysphagia, diabetes insipidus |
2 | HR | Postoperative pain management |
3 | HR | Vomiting, constipation |
4 | HR | Decubitus ulcer |
5 | PSF | Urinary retention |
6 | HR | Wound infection |
7 | PSF | Urinary tract infection |
8 | PSF | Wound infection |
9 | PSF | Wound infection |
Length of Stay Models Fit | ||||
---|---|---|---|---|
PSF | ||||
χ2 (5) | 186.96 | |||
p | 0.00 | |||
Pseudo-R2 (McFadden) | 0.29 | |||
Standard errors: MLE | ||||
Est. | S.E. | z val. | p | |
(Intercept) | 0.17 | 0.64 | 0.27 | 0.78 |
BPSA (yes) | −1.08 | 0.10 | 11.16 | <0.001 |
additional comorbidities (small) | 0.37 | 0.17 | 2.16 | 0.03 |
additional comorbidities (large) | 0.63 | 0.19 | 3.27 | <0.001 |
Age | 0.05 | 0.02 | 1.90 | 0.06 |
GMFCS | 0.41 | 0.12 | 3.48 | 0.005 |
Hip Reconstruction | ||||
χ2 (3) | 22.56 | |||
p | 0.00 | |||
Pseudo-R2 (McFadden) | 0.06 | |||
Standard errors: MLE | ||||
Est. | S.E. | z val. | p | |
(Intercept) | 2.23 | 0.12 | 19.24 | 0.00 |
Additional comorbidities (small) | −0.46 | 0.12 | −3.89 | <0.001 |
Additional comorbidities (large) | −0.13 | 0.13 | −1.03 | 0.30 |
Sex (male) | 0.23 | 0.1 | 2.34 | 0.019 |
Extended Length of Stay Models Fit | ||||
---|---|---|---|---|
PSF | ||||
χ2 (1) | 9.77 | |||
p | 0.00 | |||
Pseudo-R2 (McFadden) | 0.20 | |||
Standard errors: MLE | ||||
Est. | S.E. | z val. | p | |
(Intercept) | 0.69 | 0.5 | 1.39 | 0.17 |
BPSA (Yes) | −2.3 | 0.81 | −2.86 | 0.004 |
Hip Reconstruction | ||||
χ2 (3) | 11.66 | |||
p | 0.01 | |||
Pseudo-R2 (McFadden) | 0.22 | |||
Standard errors: MLE | ||||
Est. | S.E. | z val. | p | |
(Intercept) | −13.99 | 6.07 | −2.31 | 0.02 |
BPSA (yes) | −2.16 | 1.01 | −2.13 | 0.03 |
Sex (male) | 1.96 | 1.02 | 1.92 | 0.05 |
GMFCS | 2.56 | 1.22 | 2.09 | 0.04 |
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Lennon, N.; Sewell-Roberts, C.; Banjo, T.; Kraft, D.B.; Salazar-Torres, J.J.; Church, C.; Shrader, M.W. Preoperative Biopsychosocial Assessment and Length of Stay in Orthopaedic Surgery Admissions of Youth with Cerebral Palsy. Behav. Sci. 2023, 13, 383. https://doi.org/10.3390/bs13050383
Lennon N, Sewell-Roberts C, Banjo T, Kraft DB, Salazar-Torres JJ, Church C, Shrader MW. Preoperative Biopsychosocial Assessment and Length of Stay in Orthopaedic Surgery Admissions of Youth with Cerebral Palsy. Behavioral Sciences. 2023; 13(5):383. https://doi.org/10.3390/bs13050383
Chicago/Turabian StyleLennon, Nancy, Carrie Sewell-Roberts, Tolulope Banjo, Denver B. Kraft, Jose J. Salazar-Torres, Chris Church, and M. Wade Shrader. 2023. "Preoperative Biopsychosocial Assessment and Length of Stay in Orthopaedic Surgery Admissions of Youth with Cerebral Palsy" Behavioral Sciences 13, no. 5: 383. https://doi.org/10.3390/bs13050383
APA StyleLennon, N., Sewell-Roberts, C., Banjo, T., Kraft, D. B., Salazar-Torres, J. J., Church, C., & Shrader, M. W. (2023). Preoperative Biopsychosocial Assessment and Length of Stay in Orthopaedic Surgery Admissions of Youth with Cerebral Palsy. Behavioral Sciences, 13(5), 383. https://doi.org/10.3390/bs13050383