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Fang F, Liu T, Li J, Yang Y, Hang W, Yan D, Ye S, Wu P, Hu Y, Hu Z. A novel nomogram for predicting the prolonged length of stay in post-anesthesia care unit after elective operation. BMC Anesthesiol 2023; 23:404. [PMID: 38062380 PMCID: PMC10702030 DOI: 10.1186/s12871-023-02365-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2023] [Accepted: 11/29/2023] [Indexed: 12/18/2023] Open
Abstract
BACKGROUND Prolonged length of stay in post-anesthesia care unit (PLOS in PACU) is a combination of risk factors and complications that can compromise quality of care and operating room efficiency. Our study aimed to develop a nomogram to predict PLOS in PACU of patients undergoing elective surgery. METHODS Data from 24017 patients were collected. Least absolute shrinkage and selection operator (LASSO) was used to screen variables. A logistic regression model was built on variables determined by a combined method of forward selection and backward elimination. Nomogram was designed with the model. The nomogram performance was evaluated with the area under the receiver operating characteristic curve (AUC) for discrimination, calibration plot for consistency between predictions and actuality, and decision curve analysis (DCA) for clinical application value. RESULTS A nomogram was established based on the selected ten variables, including age, BMI < 21 kg/m2, American society of Anesthesiologists Physical Status (ASA), surgery type, chill, delirium, pain, naloxone, operation duration and blood transfusion. The C-index value was 0.773 [95% confidence interval (CI) = 0.765 - 0.781] in the development set and 0.757 (95% CI = 0.744-0.770) in the validation set. The AUC was > 0.75 for the prediction of PLOS in PACU. The calibration curves revealed high consistencies between the predicted and actual probability. The DCA showed that if the threshold probability is over 10% , using the models to predict PLOS in PACU and implement intervention adds more benefit. CONCLUSIONS This study presented a nomogram to facilitate individualized prediction of PLOS in PACU for patients undergoing elective surgery.
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Affiliation(s)
- Fuquan Fang
- Department of Anesthesiology, The First Affiliated Hospital, Zhejiang University School of Medicine, 79 Qingchun Road, Hangzhou, 310003, Zhejiang Province, China
| | - Tiantian Liu
- Department of Anesthesiology, Ningbo Women and Children's Hospital, Ningbo, Zhejiang, China
| | - Jun Li
- Department of Anesthesiology, Shulan Hangzhou Hospital, Hangzhou, China
| | - Yanchang Yang
- Department of Anesthesiology, The First Affiliated Hospital, Zhejiang University School of Medicine, 79 Qingchun Road, Hangzhou, 310003, Zhejiang Province, China
| | - Wenxin Hang
- Department of Anesthesiology, The First Affiliated Hospital, Zhejiang University School of Medicine, 79 Qingchun Road, Hangzhou, 310003, Zhejiang Province, China
| | - Dandan Yan
- Department of Anesthesiology, The First Affiliated Hospital, Zhejiang University School of Medicine, 79 Qingchun Road, Hangzhou, 310003, Zhejiang Province, China
| | - Sujuan Ye
- Department of Anesthesiology, The First Affiliated Hospital, Zhejiang University School of Medicine, 79 Qingchun Road, Hangzhou, 310003, Zhejiang Province, China
| | - Pin Wu
- Department of Anesthesiology, The First Affiliated Hospital, Zhejiang University School of Medicine, 79 Qingchun Road, Hangzhou, 310003, Zhejiang Province, China
| | - Yuhan Hu
- Cell Biology Department, Yale University, New Haven, CT, USA
| | - Zhiyong Hu
- Department of Anesthesiology, The First Affiliated Hospital, Zhejiang University School of Medicine, 79 Qingchun Road, Hangzhou, 310003, Zhejiang Province, China.
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Cullen L, Laures E, Hanrahan K, Edmonds S. The Coat Hook Analogy and the Precision Implementation Approach® Solution. J Perianesth Nurs 2022; 37:732-736. [PMID: 36182248 DOI: 10.1016/j.jopan.2022.07.009] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2022] [Accepted: 07/29/2022] [Indexed: 11/18/2022]
Affiliation(s)
- Laura Cullen
- Nursing Research and Evidence-Based Practice, Department of Nursing Services and Patient Care, University of Iowa Hospitals & Clinics, Iowa City, IA.
| | - Elyse Laures
- Nursing Research and Evidence-Based Practice, Department of Nursing Services and Patient Care, University of Iowa Hospitals & Clinics, Iowa City, IA
| | - Kirsten Hanrahan
- Nursing Research and Evidence-Based Practice, Department of Nursing Services and Patient Care, University of Iowa Hospitals & Clinics, Iowa City, IA
| | - Stephanie Edmonds
- Nursing Research and Evidence-Based Practice, Department of Nursing Services and Patient Care, University of Iowa Hospitals & Clinics, Iowa City, IA
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Application of Meditation Relaxation Training and Rosenthal Effect in Patients with Adenoidectomy. EVIDENCE-BASED COMPLEMENTARY AND ALTERNATIVE MEDICINE 2022; 2022:1420639. [PMID: 36199553 PMCID: PMC9529435 DOI: 10.1155/2022/1420639] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 07/25/2022] [Revised: 09/06/2022] [Accepted: 09/16/2022] [Indexed: 11/18/2022]
Abstract
Objective This study aims to explore the application effect of meditation relaxation training and the Rosenthal effect in patients with adenoidectomy. Methods This study included 94 children who underwent adenoidectomy in our hospital from April 2020 to May 2022 and were divided into a study group and a control group. The control group was given routine care, and the study group was given meditation relaxation training and the Rosenthal effect on the basis of the control group. The negative emotions, treatment compliance, complication rates, and nursing satisfaction of children's family members before and after the intervention were compared between the two groups. Results The results of this study showed that after the intervention, the CDI and SCARED scores of the children in the study group were significantly lower than those in the control group. The treatment compliance in the study group was significantly higher than that in the control group, and the incidence of complications was significantly lower than that in the control group. Conclusion The intervention of meditation relaxation training and the Rosenthal effect on children with adenoidectomy can relieve their negative emotions, improve treatment compliance, reduce the incidence of complications, and the children's family members are more satisfied.
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