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Nevin Manimala Statistics

Interventions Promoting Work Engagement and Reducing Turnover of Newly Graduated Nurses: A Systematic Review

Nurs Open. 2026 Feb;13(2):e70434. doi: 10.1002/nop2.70434.

ABSTRACT

AIM: To evaluate the effectiveness of interventions to enhance and maintain organisational commitment, work engagement and retention and to reduce burnout and turnover of newly graduated nurses (NGNs).

BACKGROUND: Nurses leave their profession at a rate of 5%-18% worldwide. NGNs transferring from being a nurse student to a registered nurse may face significant stress and difficulties. To support a successful transition and reduce turnover rates among new graduates, it is necessary to identify effective interventions to enhance and maintain organisational commitment, work engagement and retention of NGNs and to reduce their burnout and turnover.

METHODS: The systematic review focused on newly graduated nursing professionals having worked within clinical practice at most 6 months after their graduation, in any social or health care setting. We excluded studies focusing solely on nursing assistants, licensed practical nurses, advanced nurse practitioners, or clinical nurse specialists. Of the interventions, residency programmes were excluded. Cochrane Library, CINAHL, MEDLINE, Scopus, the Joanna Briggs Institute and Medic were searched with a timeline from January 2012 to February 2023. Quality appraisal of the original studies was performed using specific criteria for each study design. The results of the original studies were synthesised narratively. Effect size was estimated with Cohen’s d (d).

RESULTS: The review included three moderate to good quality original studies with 566 participants in total: a randomised controlled trial, a non-randomised trial and a cohort study. Two interventions based on one-to-one mentoring strategy (d = -0.18) and 10-minute preceptor model using educational strategies (d = -0.58) showed small or medium effects towards decreased turnover intentions. Psychological measures of work engagement, burnout or organisational commitment had not been addressed as an outcome in any of the studies.

CONCLUSION: We found very few good-quality studies examining interventions to promote NGN’s staying at work. Of the three studies, two showed an association with lower turnover. More research with high-quality study designs is needed. The evaluations should include cost-benefit analysis.

IMPLICATIONS FOR NURSING MANAGEMENT: The current evidence is insufficient to make recommendations for nursing management on interventions to promote NGN’s staying at work. Thus, further research is needed to build evidence-based interventions.

REGISTRATION: PROSPERO Registration CRD42022328406.

PMID:41692946 | DOI:10.1002/nop2.70434

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Nevin Manimala Statistics

Indocyanine green in intestinal endometriosis surgery: a multicenter evaluation of anastomotic safety

J Robot Surg. 2026 Feb 16;20(1):253. doi: 10.1007/s11701-025-03136-0.

ABSTRACT

OBJECTIVE: To evaluate whether the use of intraoperative indocyanine green (ICG) fluorescence impacts anastomotic safety and surgical outcomes in patients undergoing bowel endometriosis resection.

METHODS: Retrospective, multicenter observational study conducted in tertiary referral hospitals in the state of São Paulo, Brazil. A total of 1,090 patients who underwent surgery for bowel endometriosis between 2021 and 2025 were included, of whom 301 received ICG fluorescence assessment and 789 did not.

INTERVENTIONS: Surgical management of bowel endometriosis using shaving, discoid nodulectomy, or segmental resection, performed via laparoscopy or robotic surgery. Intraoperative fluorescence was used as an adjunct for bowel perfusion assessment during surgery.

RESULTS: Clinical variables, surgical technique, specimen extraction route, complications (classified by Clavien-Dindo), and length of hospital stay were analyzed. Patients in the ICG group underwent more complex procedures, with higher rates of segmental resection (53.2% vs. 17.3%; p < 0.001) and natural orifice specimen extraction (53.4% vs. 36.9%; p = 0.004). Overall postoperative morbidity, including anastomotic fistula (1.0% vs. 0.8%; p = 0.703) and reoperation (2.0% vs. 1.0%; p = 0.201), was similar between groups. After adjustment for surgical technique, ICG use was not independently associated with prolonged hospitalization.

CONCLUSION: The application of indocyanine green fluorescence in bowel endometriosis surgery was safe and did not increase postoperative morbidity. Its use was concentrated in technically demanding cases, supporting its role as an adjunct for intraoperative perfusion assessment rather than a determinant of surgical outcomes.

PMID:41692930 | DOI:10.1007/s11701-025-03136-0

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Nevin Manimala Statistics

Effectiveness of integrated continuity of care in ambulatory robotic partial nephrectomy: a single-center retrospective cohort study

J Robot Surg. 2026 Feb 16;20(1):260. doi: 10.1007/s11701-026-03161-7.

ABSTRACT

OBJECTIVE: To compare the outcomes between the traditional hospitalization care model and an ambulatory surgery model with integrated continuity of care for patients undergoing robot-assisted partial nephrectomy (RPN).

METHODS: This retrospective cohort study analyzed the clinical data of 120 consecutive patients who underwent robot-assisted partial nephrectomy at our hospital between June 2021 and June 2024. Patients were divided into two groups based on the perioperative care model they received: a control group (n = 55) receiving routine care within the traditional hospitalization model and an observation group (n = 65) managed under the ambulatory surgery model with integrated continuity of care. A propensity score-matched analysis was performed to control for potential selection bias. The OAS CAHPS was used to investigate patient evaluations regarding medical care, preoperative preparation, postoperative education, and discharge guidance. Based on the characteristics of the statistical data, analysis was performed using statistical packages in R software. Outcome measures included wound healing status, pain scores, ability to perform activities of daily living (ADL), and patient satisfaction.

RESULTS: Groups were comparable at baseline and after matching. The intervention group demonstrated a significantly shorter median postoperative stay (29 vs. 94 h), time to first ambulation (8 vs. 25 h), and lower hospitalization costs (all P < 0.05). They also had superior functional recovery, lower pain scores, and higher satisfaction (all P < 0.05). An initial association with improved wound healing at 1 month was attenuated in the matched analysis.

CONCLUSION: For patients undergoing RPN, the ambulatory surgery model with integrated continuity of care was associated with accelerated recovery, improved functional outcomes, and higher patient satisfaction compared to the traditional hospitalization care model. Its association with improved wound healing requires further validation. This integrated care approach is worthy of further prospective validation and application.

PMID:41692927 | DOI:10.1007/s11701-026-03161-7

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Nevin Manimala Statistics

Age disparity in robotic colorectal surgery: overcoming surgeon hesitancy to improve elderly patient outcomes

J Robot Surg. 2026 Feb 16;20(1):254. doi: 10.1007/s11701-026-03217-8.

NO ABSTRACT

PMID:41692915 | DOI:10.1007/s11701-026-03217-8

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Nevin Manimala Statistics

Refining risk assessment: bridging statistical innovation and clinical reality

Prostate Cancer Prostatic Dis. 2026 Feb 15. doi: 10.1038/s41391-026-01088-6. Online ahead of print.

NO ABSTRACT

PMID:41692906 | DOI:10.1038/s41391-026-01088-6

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Nevin Manimala Statistics

ESR Innovation in Focus: Robotics applications for interventional radiology

Eur Radiol. 2026 Feb 16. doi: 10.1007/s00330-026-12326-9. Online ahead of print.

NO ABSTRACT

PMID:41692898 | DOI:10.1007/s00330-026-12326-9

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Nevin Manimala Statistics

ESR Innovation in Focus: photon-counting detector CT

Eur Radiol. 2026 Feb 16. doi: 10.1007/s00330-025-12197-6. Online ahead of print.

NO ABSTRACT

PMID:41692897 | DOI:10.1007/s00330-025-12197-6

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Nevin Manimala Statistics

Association between monocyte-to-lymphocyte ratio and mortality in patients with acute pancreatitis requiring intensive care unit admission: a retrospective cohort study and predictive model establishment based on machine learning

Sci Rep. 2026 Feb 15. doi: 10.1038/s41598-026-37791-6. Online ahead of print.

ABSTRACT

The purpose of this study was to evaluate the predictive value of monocyte-to-lymphocyte ratio (MLR) on the short-term (28 days) and long-term (365 days) mortality risk in patients with acute pancreatitis (AP) using multiple statistical and machine learning (ML) models. Studies selected 1,044 eligible AP patients from the MIMIC-IV database and divided them into four groups based on their MLR values (MLR<0.32; 0.32 ≤ MLR<0.57; 0.57 ≤ MLR<1; MLR ≥ 1). Findings revealed that MLR demonstrated a U-shaped relationship with patient mortality risk, with the minimal mortality risk occurring at an MLR of approximately 0.57. Cox regression model analysis showed that after adjusting for multiple parameters, MLR was still significantly associated with the risk of death. Moreover, ML model analysis identified that MLR has potential value in predicting AP patient outcomes. This study suggests that MLR can be used as a potential indicator to assess prognostic risk in critically ill patients with AP to support clinical decision-making.

PMID:41692893 | DOI:10.1038/s41598-026-37791-6

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Nevin Manimala Statistics

Temporal signatures of thought-neurodynamics distinguish on- and off-task thoughts

Commun Biol. 2026 Feb 16. doi: 10.1038/s42003-026-09715-7. Online ahead of print.

ABSTRACT

Our thoughts fluctuate dynamically, driven either by external stimuli and tasks (on-task thoughts) or drifting to task-unrelated contents (off-task thoughts or mind wandering). Although research has identified neural markers distinguishing different thought types, the temporal signature (dynamics) of on- and off-task thoughts remains poorly understood. This EEG study investigated different neurodynamical features-autocorrelation window (ACW), Lempel-Ziv complexity (LZC), power-law exponent (PLE), and median frequency (MF)-to differentiate these thoughts in their underlying dynamics during a signal-response task. Off-task thoughts exhibited prolonged ACW, reduced LZC, increased PLE, and smaller MF compared to on-task thoughts, establishing a distinct neurodynamic signature. Through statistical modeling, we identified a hierarchical background-foreground structure among these measures that unfolds along a temporal continuum, transitioning from longer block-level (17-second) to shorter trial-level (3-second) timescale. Notably, the longer background (block-level ACW) and shorter foreground (trial-level ACW and LZC) layers are tightly coupled during the “faster and shorter” on-task thoughts whereas they are more loosely related during “slower and longer” off-task thoughts. These findings, replicated in an independent dataset, demonstrate how the organization of our brain’s dynamics, along a temporal continuum of longer background durations to shorter foreground durations, shapes on-task and off-task thoughts thereby yielding their distinct signatures.

PMID:41692886 | DOI:10.1038/s42003-026-09715-7

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Nevin Manimala Statistics

Application effect of whole-process nursing model based on smart healthcare mode in patients undergoing Mako robot-assisted total knee arthroplasty

J Robot Surg. 2026 Feb 16;20(1):255. doi: 10.1007/s11701-026-03228-5.

ABSTRACT

The objective of this study was to evaluate the efficacy of an integrated whole-process nursing approach grounded in smart healthcare principles for perioperative care in patients undergoing Mako robot-assisted total knee arthroplasty (RA-TKA), thereby proposing an innovative nursing protocol for clinical use. A total of 445 patients who received Mako robot-assisted TKA between January 2022 and May 2025 were retrospectively analyzed. Participants were divided into two groups: a control group received conventional nursing interventions and an observation group received the smart healthcare-based whole-process nursing model. Outcome variables compared between the groups included postoperative pain levels, hematological indices (erythrocyte sedimentation rate [ESR], albumin, hemoglobin, and D-dimer), Hospital for Special Surgery (HSS) scores, length of stay (LOS), and complication rates. Results indicated that, compared to the control group, the observation group exhibited significantly improved postoperative hemoglobin and albumin concentrations (P < 0.01), along with notably lower pain scores, D-dimer levels, and complication incidences (P < 0.01). Additionally, significant enhancements in knee joint function scores were observed following implementation of the smart healthcare-based nursing model (P < 0.001 or P < 0.05). Thus, applying a whole-process nursing model integrated with smart healthcare effectively mitigates hemoglobin depletion, reduces postoperative pain, decreases D-dimer elevation, shortens hospital stays, enhances knee functionality, and lowers the rate of complications, demonstrating substantial clinical value and potential for broader implementation.

PMID:41692876 | DOI:10.1007/s11701-026-03228-5