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Mickan S, Fletcher J, Burrows R, Bateup S, Stokes A, Tsung J. Reporting patient experiences within elective perioperative care: a scoping review. Int J Qual Health Care 2024; 36:mzae085. [PMID: 39190543 DOI: 10.1093/intqhc/mzae085] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2024] [Revised: 08/07/2024] [Accepted: 08/26/2024] [Indexed: 08/29/2024] Open
Abstract
Patient experience is an important descriptor of the human experience of healthcare. Specifically, it is described as the sum of all interactions, shaped by an organization's culture, that influence patient perceptions, across the continuum of care. Currently, patient experience is measured with a focus on the hospital experience. By focussing on elective perioperative care, patient experience across the full continuum of care can be explored. A scoping review was designed to map the important components of patient experience, reported from previous studies of patients' perspectives, across the full continuum of care. The aims of this scoping review were to identify (i) key components of patients' experience and (ii) strategies where clinicians have influenced this experience. A systematic search of four key databases was performed in 2022 and updated in 2023 to identify primary research articles describing the complete perioperative experience for adults who have had elective surgery. Patient reports were extracted and compared to summarize key components of patient experience across preoperative, in-hospital, and postoperative care and to identify components of patient experience that clinicians could influence. From 10 included studies, four important patient experience themes have emerged as realistic expectations, accurate information, consistent communication, and individualized care. Four foci for clinicians to influence patients' experience include careful monitoring around pain management, psychological recovery, coordination of care, and return to function. A matrix of clinicians' points of influence and patient experience is presented to demonstrate how clinicians have influenced important components of patient experience across preoperative, in-hospital, and postoperative care. This review summarizes patients' reports of their experience across the complete perioperative continuum of care. The multidimensional nature of the patient experience is represented in four patient experience themes. Four focus areas in which clinicians can influence patients' experiences across the continuum of care are key to understanding and respecting the human experience in healthcare. This dynamic description of patient experience may focus clinicians' understanding of this complex construct and assist their practical engagement with patients. Further work is needed to ensure these themes are sufficiently relevant and comprehensive for current and future patients. Practical strategies will be important for clinicians to individualize and deliver perioperative care that respects and enhances their patients' experiences.
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Affiliation(s)
- Sharon Mickan
- Faculty of Health Sciences and Medicine, Bond University, 14 University Drive, Robina, Queensland 4226, Australia
| | | | | | - Sarah Bateup
- Faculty of Health Sciences and Medicine, Bond University, 14 University Drive, Robina, Queensland 4226, Australia
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Greenberg JK, Frumkin M, Xu Z, Zhang J, Javeed S, Zhang JK, Benedict B, Botterbush K, Yakdan S, Molina CA, Pennicooke BH, Hafez D, Ogunlade JI, Pallotta N, Gupta MC, Buchowski JM, Neuman B, Steinmetz M, Ghogawala Z, Kelly MP, Goodin BR, Piccirillo JF, Rodebaugh TL, Lu C, Ray WZ. Preoperative Mobile Health Data Improve Predictions of Recovery From Lumbar Spine Surgery. Neurosurgery 2024; 95:617-626. [PMID: 38551340 DOI: 10.1227/neu.0000000000002911] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2023] [Accepted: 01/24/2024] [Indexed: 08/16/2024] Open
Abstract
BACKGROUND AND OBJECTIVES Neurosurgeons and hospitals devote tremendous resources to improving recovery from lumbar spine surgery. Current efforts to predict surgical recovery rely on one-time patient report and health record information. However, longitudinal mobile health (mHealth) assessments integrating symptom dynamics from ecological momentary assessment (EMA) and wearable biometric data may capture important influences on recovery. Our objective was to evaluate whether a preoperative mHealth assessment integrating EMA with Fitbit monitoring improved predictions of spine surgery recovery. METHODS Patients age 21-85 years undergoing lumbar surgery for degenerative disease between 2021 and 2023 were recruited. For up to 3 weeks preoperatively, participants completed EMAs up to 5 times daily asking about momentary pain, disability, depression, and catastrophizing. At the same time, they were passively monitored using Fitbit trackers. Study outcomes were good/excellent recovery on the Quality of Recovery-15 (QOR-15) and a clinically important change in Patient-Reported Outcomes Measurement Information System Pain Interference 1 month postoperatively. After feature engineering, several machine learning prediction models were tested. Prediction performance was measured using the c-statistic. RESULTS A total of 133 participants were included, with a median (IQR) age of 62 (53, 68) years, and 56% were female. The median (IQR) number of preoperative EMAs completed was 78 (61, 95), and the median (IQR) number of days with usable Fitbit data was 17 (12, 21). 63 patients (48%) achieved a clinically meaningful improvement in Patient-Reported Outcomes Measurement Information System pain interference. Compared with traditional evaluations alone, mHealth evaluations led to a 34% improvement in predictions for pain interference (c = 0.82 vs c = 0.61). 49 patients (40%) had a good or excellent recovery based on the QOR-15. Including preoperative mHealth data led to a 30% improvement in predictions of QOR-15 (c = 0.70 vs c = 0.54). CONCLUSION Multimodal mHealth evaluations improve predictions of lumbar surgery outcomes. These methods may be useful for informing patient selection and perioperative recovery strategies.
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Affiliation(s)
- Jacob K Greenberg
- Department of Neurological Surgery, Washington University, St. Louis , Missouri , USA
| | - Madelyn Frumkin
- Department of Psychology and Brain Sciences, Washington University, St. Louis , Missouri , USA
| | - Ziqi Xu
- Department of Computer Science & Engineering, Washington University in St. Louis, St. Louis , Missouri , USA
| | - Jingwen Zhang
- Department of Computer Science & Engineering, Washington University in St. Louis, St. Louis , Missouri , USA
| | - Saad Javeed
- Department of Neurological Surgery, Washington University, St. Louis , Missouri , USA
| | - Justin K Zhang
- Department of Neurological Surgery, Washington University, St. Louis , Missouri , USA
- Department of Neurosurgery, University of Utah, Salt Lake City , Utah , USA
| | - Braeden Benedict
- Department of Neurological Surgery, Washington University, St. Louis , Missouri , USA
| | - Kathleen Botterbush
- Department of Neurological Surgery, Washington University, St. Louis , Missouri , USA
| | - Salim Yakdan
- Department of Neurological Surgery, Washington University, St. Louis , Missouri , USA
| | - Camilo A Molina
- Department of Neurological Surgery, Washington University, St. Louis , Missouri , USA
| | - Brenton H Pennicooke
- Department of Neurological Surgery, Washington University, St. Louis , Missouri , USA
| | - Daniel Hafez
- Department of Neurological Surgery, Washington University, St. Louis , Missouri , USA
| | - John I Ogunlade
- Department of Neurological Surgery, Washington University, St. Louis , Missouri , USA
| | - Nicholas Pallotta
- Department of Orthopedic Surgery, Washington University, St. Louis , Missouri , USA
| | - Munish C Gupta
- Department of Orthopedic Surgery, Washington University, St. Louis , Missouri , USA
| | - Jacob M Buchowski
- Department of Orthopedic Surgery, Washington University, St. Louis , Missouri , USA
| | - Brian Neuman
- Department of Orthopedic Surgery, Washington University, St. Louis , Missouri , USA
| | - Michael Steinmetz
- Department of Neurosurgery, Center for Spine Health, Neurological Institute, Cleveland Clinic Foundation, Cleveland , Ohio , USA
| | - Zoher Ghogawala
- Department of Neurosurgery, Lahey Hospital and Medical Center, Burlington , Massachusetts , USA
| | - Michael P Kelly
- Department of Orthopedic Surgery, Washington University, St. Louis , Missouri , USA
| | - Burel R Goodin
- Department of Anesthesiology, Washington University, St. Louis , Missouri , USA
| | - Jay F Piccirillo
- Department of Otolaryngology-Head and Neck Surgery, Washington University School of Medicine, St. Louis , Missouri , USA
| | - Thomas L Rodebaugh
- Department of Psychology and Brain Sciences, Washington University, St. Louis , Missouri , USA
| | - Chenyang Lu
- Department of Computer Science & Engineering, Washington University in St. Louis, St. Louis , Missouri , USA
| | - Wilson Z Ray
- Department of Neurological Surgery, Washington University, St. Louis , Missouri , USA
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Asthana S, Walker J, Staub J, Bajaj P, Reyes S, Shlobin NA, Beestrum M, Hsu WK, Patel AA, Divi SN. Preference Sensitive Care and Shared Decision-Making in Lumbar Spinal Stenosis: A Scoping Review. Spine (Phila Pa 1976) 2024; 49:788-797. [PMID: 38369716 DOI: 10.1097/brs.0000000000004952] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/20/2023] [Accepted: 01/27/2024] [Indexed: 02/20/2024]
Abstract
STUDY DESIGN Scoping review. OBJECTIVE The objective of this study was to conduct a scoping review exploring the extent to which preference sensitivity has been studied in treatment decisions for lumbar spinal stenosis (LSS), utilizing shared decision-making (SDM) as a proxy. BACKGROUND Preference-sensitive care involves situations where multiple treatment options exist with significant tradeoffs in cost, outcome, recovery time, and quality of life. LSS has gained research focus as a preference-sensitive care scenario. MATERIALS AND METHODS A scoping review protocol in accordance with "Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for Scoping Reviews" regulations was registered with the Open Science Framework (ID: 9ewup) and conducted across multiple databases from January 2000 to October 2022. Study selection and characterization were performed by 3 independent reviewers and an unbiased moderator. RESULTS The search resulted in the inclusion of 16 studies varying in design and sample size, with most published between 2016 and 2021. The studies examined variables related to SDM, patient preferences, surgeon preferences, and decision aids (DAs). The outcomes assessed included treatment choice, patient satisfaction, and patient understanding. Several studies reported that SDM influenced treatment choice and patient satisfaction, while the impact on patient understanding was less clear. DAs were used in some studies to facilitate SDM. CONCLUSION The scoping review identified a gap in comprehensive studies analyzing the preference sensitivity of treatment for LSS and the role of DAs. Further research is needed to better understand the impact of patient preferences on treatment decisions and the effectiveness of DAs in LSS care. This review provides a foundation for future research in preference-sensitive care and SDM in the context of lumbar stenosis treatment.
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Affiliation(s)
- Shravan Asthana
- Department of Orthopaedic Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL
| | - James Walker
- Department of Orthopaedic Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL
| | - Jacob Staub
- Department of Orthopaedic Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL
| | - Pranav Bajaj
- Department of Orthopaedic Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL
| | - Samuel Reyes
- Department of Orthopaedic Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL
| | - Nathan A Shlobin
- Department of Orthopaedic Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL
| | - Molly Beestrum
- Department of Research and Information Services, Galter Health Sciences Library and Learning Center, Feinberg School of Medicine, Chicago, IL
| | - Wellington K Hsu
- Department of Orthopaedic Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL
| | - Alpesh A Patel
- Department of Orthopaedic Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL
| | - Srikanth N Divi
- Department of Orthopaedic Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL
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Crites S, Neto K, Lee M, Louie K, Boone S, Fitzpatrick B, Silva D, Carvalho do Nascimento P, Bakaa N, Macedo L. Experiences and perceptions of adults pre- and/or post-lumbar spine surgery: a meta-ethnography. Disabil Rehabil 2024; 46:2477-2495. [PMID: 37475154 DOI: 10.1080/09638288.2023.2233895] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2022] [Accepted: 07/04/2023] [Indexed: 07/22/2023]
Abstract
STUDY DESIGN Qualitative meta-ethnography. Pre-registered with OSF:10.17605/OSF.IO/UTZE6. PURPOSE To understand the patient experience pre- and/or post-lumbar spine surgery. METHODS Literature search: A literature search was conducted in MEDLINE, EMBASE, EmCare and CINAHL from inception to October 17, 2022. Study selection criteria: Peer-reviewed qualitative or mixed-method studies of English text investigating the beliefs, perceptions, or experiences of adults (≥18 years old) pre- and/or post-lumbar spine surgery for degenerative, non-traumatic or non-infectious concerns. Data synthesis: The eMERGE meta-ethnography reporting guidelines were followed to create themes and subthemes from the original themes of the included studies. A quality appraisal was performed using the McMaster Quality Appraisal tool. RESULTS We included 18 studies and identified five themes that were separated into pre- and post-operative categories. The two pre-operative themes included [1]: the influence of physiotherapy interventions on patients' experiences, and [2] the importance of education/the power of communication, and the three post-operative themes included [1]: psychosocial coping [2], redefining oneself post-operatively, and [3] experience with the healthcare system. CONCLUSIONS These findings emphasize the complexity of the peri-operative experience for individuals undergoing lumbar spine surgery. Future research should focus on addressing psychosocial factors that may optimize patient experiences and recovery following LSS.
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Affiliation(s)
- Stephanie Crites
- Faculty of Health Sciences, School of Rehabilitation Sciences, McMaster University, Hamilton, Ontario, Canada
| | - Kajal Neto
- Faculty of Health Sciences, School of Rehabilitation Sciences, McMaster University, Hamilton, Ontario, Canada
| | - Meaghan Lee
- Faculty of Health Sciences, School of Rehabilitation Sciences, McMaster University, Hamilton, Ontario, Canada
| | - Kristen Louie
- Faculty of Health Sciences, School of Rehabilitation Sciences, McMaster University, Hamilton, Ontario, Canada
| | - Stephanie Boone
- Faculty of Health Sciences, School of Rehabilitation Sciences, McMaster University, Hamilton, Ontario, Canada
| | - Barrett Fitzpatrick
- Faculty of Health Sciences, School of Rehabilitation Sciences, McMaster University, Hamilton, Ontario, Canada
| | - Diego Silva
- Faculty of Health Sciences, School of Rehabilitation Sciences, McMaster University, Hamilton, Ontario, Canada
| | | | - Nora Bakaa
- Faculty of Health Sciences, School of Rehabilitation Sciences, McMaster University, Hamilton, Ontario, Canada
| | - Luciana Macedo
- Faculty of Health Sciences, School of Rehabilitation Sciences, McMaster University, Hamilton, Ontario, Canada
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Bur JA, Wilson NJ, Lewis PR, Missen K. Patient experiences during the planned perioperative care pathway: An integrative review. J Adv Nurs 2024. [PMID: 38294089 DOI: 10.1111/jan.16071] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2023] [Revised: 01/04/2024] [Accepted: 01/10/2024] [Indexed: 02/01/2024]
Abstract
AIMS This integrative review aimed to synthesize evidence about the patients' experiences during the planned perioperative care pathway. DESIGN Integrative review. DATA SOURCES Cumulative Index to Nursing and Allied Health Literature (CINAHL), Medline Ovid, Scopus, and American Psychological Association (APA) PsychINFO. Original, peer-reviewed studies published in English between 2012 and 2023 exploring patient experiences during the planned perioperative care pathway were reviewed. METHODS This review was guided by the Whittemore and Knafl method and followed PRISMA guidelines to search the literature. Twenty-two articles were selected for the final study. RESULTS Three themes emerged: Sharing of information is empowering; interpersonal relationships are valued by patients, and hospital systems and care co-ordination influence the patient experience. CONCLUSIONS The quality and consistency of the information patients receive can both support and undermine patient confidence in health professionals. The quality of relationships that participants experience and effective communication with health professionals can support or compromise the quality of the patients' perioperative experience. The nature of the hospital systems and care co-ordination in hospital has implications for the quality of recovery from surgery. IMPACT This review evaluates whether national and international health services and organizations, adhering to the WHO guidelines, have developed and implemented intentionally focused perioperative care with the aims to achieving effective and sustainable surgical outcomes through increased patient satisfaction. NO PATIENT OR PUBLIC CONTRIBUTION This article is an integrative review and does not include patient or public contribution.
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Affiliation(s)
- J A Bur
- School of Nursing and Midwifery, Western Sydney University, Richmond, New South Wales, Australia
| | - N J Wilson
- School of Nursing and Midwifery, Western Sydney University, Richmond, New South Wales, Australia
| | - P R Lewis
- School of Nursing and Midwifery, Western Sydney University, Richmond, New South Wales, Australia
| | - K Missen
- School of Healthcare, Federation University, Churchill, Victoria, Australia
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Huang J, Li P, Wang H, Lv C, Han J, Lu X. Exploring elderly patients' experiences and concerns about early mobilization implemented in postoperative care following lumbar spinal surgery: a qualitative study. BMC Nurs 2023; 22:355. [PMID: 37794348 PMCID: PMC10552231 DOI: 10.1186/s12912-023-01510-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2023] [Accepted: 09/13/2023] [Indexed: 10/06/2023] Open
Abstract
BACKGROUND Given its apparent benefits, early mobilization is becoming increasingly important in spinal surgery. However, the time point at which patients first get out of bed for mobilization after spinal surgery varies widely. Beginning in January 2022, we conducted a study of early mobilization (mobilization within 4 h postoperatively) following multi-segment lumbar decompression and fusion surgery in elderly patients. The study goal was to better understand elderly patients' perceptions of early mobilization and ultimately contribute to the improvement of elderly patients' perioperative experiences and quality of life. METHODS We employed a qualitative descriptive study design involving face-to-face semi-structured interviews. Forty-five consecutive patients were invited, among whom 24 were enrolled and completed the qualitative investigation from February to June 2022. Of these 24 patients, 10 underwent early mobilization (mobilization within 4 h postoperatively) and 14 underwent mobilization at ≥ 24 h postoperatively. Three researchers conducted a 15-question interview the day before each patient's discharge. The interviews were audio-recorded, and content analysis was used to assess the data. RESULTS Six themes regarding the patients' experiences and concerns about early mobilization were identified: worries, benefits, daily routines, pain, education, and support. The study results revealed the obstacles in early mobilization practice and highlighted the importance of perioperative education on early mobilization. CONCLUSIONS Clear and explicit guidance on early mobilization and a multidisciplinary mobilization protocol that incorporates a comprehensive pain management plan are essential for effective patient education. These measures may have positive effects on reducing patients' stress and anxiety regarding postoperative early mobilization.
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Affiliation(s)
- Jie Huang
- Spine Department, Beijing Jishuitan Hospital, Capital Medical University, No. 31, Xinjiekou East Street, Xicheng District, Beijing, China.
| | - Pan Li
- Spine Department, Beijing Jishuitan Hospital, Capital Medical University, No. 31, Xinjiekou East Street, Xicheng District, Beijing, China
| | - Huiting Wang
- Spine Department, Beijing Jishuitan Hospital, Capital Medical University, No. 31, Xinjiekou East Street, Xicheng District, Beijing, China
| | - Chenxi Lv
- Spine Department, Beijing Jishuitan Hospital, Capital Medical University, No. 31, Xinjiekou East Street, Xicheng District, Beijing, China
| | - Jing Han
- School of Nursing, Xuzhou Medical University, Jiangsu Province, China
| | - Xuemei Lu
- Nursing Department, Beijing Jishuitan Hospital, Capital Medical University, Beijing, China
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Strayer AL, King BJ. Older Adults' Experiences Living With and Having Spine Surgery for Degenerative Spine Disease. THE GERONTOLOGIST 2023; 63:1201-1210. [PMID: 36516467 PMCID: PMC10448989 DOI: 10.1093/geront/gnac184] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2022] [Indexed: 08/25/2023] Open
Abstract
BACKGROUND AND OBJECTIVES Globally, older adults are undergoing spine surgery for degenerative spine disease at exponential rates. However, little is known about their experiences of living with and having surgery for this debilitating condition. This study investigated older adults' understanding and experiences of living with and having surgery for degenerative spine disease. RESEARCH DESIGN AND METHODS Qualitative methods, grounded theory, guided the study. Fourteen older adults (≥65 years) were recruited for in-depth interviews at 2 time-points: T1 during hospitalization and T2, 1-3-months postdischarge. A total of 28 interviews were conducted. Consistent with grounded theory, purposive, and theoretical sampling were used. Data analysis included open, axial, and selective coding. RESULTS A conceptual model was developed illustrating the process older adults with degenerative spine disease experience, trying to get their life back. Three key categories were identified (1) Losing Me, (2) Fixing Me, and (3) Recovering Me. Losing Me was described as a prolonged process of losing functional independence and the ability to socialize. Fixing Me consisted of preparing for surgery and recovery. Recovering Me involved monitoring progression and reclaiming their personhood. Conditions, including setbacks and delays, slowed their trajectory. Throughout, participants continually adjusted expectations. DISCUSSION AND IMPLICATIONS The conceptual model, based on real patient experiences, details how older adults living with and having surgery for degenerative spine disease engage in recovering who they were prior to the onset of symptoms. Our findings provide a framework for understanding a complex, protracted trajectory that involves transitions from health to illness working toward health again.
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Affiliation(s)
- Andrea L Strayer
- School of Nursing, University of Wisconsin-Madison, Madison, Wisconsin, USA
- College of Nursing, University of Iowa, Iowa City, Iowa, USA
| | - Barbara J King
- School of Nursing, University of Wisconsin-Madison, Madison, Wisconsin, USA
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Walton LL, Duff E, Arora RC, McMillan DE. Surgery patients’ perspectives of their role in postoperative pain: A scoping review. INTERNATIONAL JOURNAL OF NURSING STUDIES ADVANCES 2023. [DOI: 10.1016/j.ijnsa.2023.100124] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/31/2023] Open
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Lin M, Abd MA, Taing A, Tsai CT, Vrionis FD, Engeberg ED. Robotic Replica of a Human Spine Uses Soft Magnetic Sensor Array to Forecast Intervertebral Loads and Posture after Surgery. SENSORS (BASEL, SWITZERLAND) 2021; 22:s22010212. [PMID: 35009754 PMCID: PMC8749580 DOI: 10.3390/s22010212] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/22/2021] [Revised: 12/22/2021] [Accepted: 12/23/2021] [Indexed: 05/07/2023]
Abstract
Cervical disc implants are conventional surgical treatments for patients with degenerative disc disease, such as cervical myelopathy and radiculopathy. However, the surgeon still must determine the candidacy of cervical disc implants mainly from the findings of diagnostic imaging studies, which can sometimes lead to complications and implant failure. To help address these problems, a new approach was developed to enable surgeons to preview the post-operative effects of an artificial disc implant in a patient-specific fashion prior to surgery. To that end, a robotic replica of a person's spine was 3D printed, modified to include an artificial disc implant, and outfitted with a soft magnetic sensor array. The aims of this study are threefold: first, to evaluate the potential of a soft magnetic sensor array to detect the location and amplitude of applied loads; second, to use the soft magnetic sensor array in a 3D printed human spine replica to distinguish between five different robotically actuated postures; and third, to compare the efficacy of four different machine learning algorithms to classify the loads, amplitudes, and postures obtained from the first and second aims. Benchtop experiments showed that the soft magnetic sensor array was capable of precisely detecting the location and amplitude of forces, which were successfully classified by four different machine learning algorithms that were compared for their capabilities: Support Vector Machine (SVM), K-Nearest Neighbor (KNN), Random Forest (RF), and Artificial Neural Network (ANN). In particular, the RF and ANN algorithms were able to classify locations of loads applied 3.25 mm apart with 98.39% ± 1.50% and 98.05% ± 1.56% accuracies, respectively. Furthermore, the ANN had an accuracy of 94.46% ± 2.84% to classify the location that a 10 g load was applied. The artificial disc-implanted spine replica was subjected to flexion and extension by a robotic arm. Five different postures of the spine were successfully classified with 100% ± 0.0% accuracy with the ANN using the soft magnetic sensor array. All results indicated that the magnetic sensor array has promising potential to generate data prior to invasive surgeries that could be utilized to preoperatively assess the suitability of a particular intervention for specific patients and to potentially assist the postoperative care of people with cervical disc implants.
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Affiliation(s)
- Maohua Lin
- Department of Ocean and Mechanical Engineering, Florida Atlantic University, Boca Raton, FL 33431, USA; (M.L.); (M.A.A.); (C.-T.T.)
| | - Moaed A. Abd
- Department of Ocean and Mechanical Engineering, Florida Atlantic University, Boca Raton, FL 33431, USA; (M.L.); (M.A.A.); (C.-T.T.)
| | - Alex Taing
- Department of Biomedical Engineering, University of Virginia, Charlottesville, VA 22904, USA;
| | - Chi-Tay Tsai
- Department of Ocean and Mechanical Engineering, Florida Atlantic University, Boca Raton, FL 33431, USA; (M.L.); (M.A.A.); (C.-T.T.)
| | - Frank D. Vrionis
- Department of Neurosurgery, Marcus Neuroscience Institute, Boca Raton Regional Hospital, Boca Raton, FL 33486, USA
- Correspondence: (F.D.V.); (E.D.E.)
| | - Erik D. Engeberg
- Department of Ocean and Mechanical Engineering, Florida Atlantic University, Boca Raton, FL 33431, USA; (M.L.); (M.A.A.); (C.-T.T.)
- Center for Complex Systems and Brain Sciences, Florida Atlantic University, Boca Raton, FL 33431, USA
- Correspondence: (F.D.V.); (E.D.E.)
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Kim JH, Shin YS. Discharge Transition Experience for Lumbar Fusion Patients: A Qualitative Study. J Neurosci Nurs 2021; 53:228-232. [PMID: 34620802 PMCID: PMC8575165 DOI: 10.1097/jnn.0000000000000616] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
ABSTRACT BACKGROUND: Support should be provided to individuals who are ready to be discharged; however, quantitative research is lacking in understanding the challenges of postsurgery lumbar fusion patients' discharge and transition. This article delves into the in-depth experience of lumbar fusion patients with discharge transitions. METHODS: We conducted semistructured individual interviews with 11 patients who had lumbar fusion surgery at one of Korea's most equipped general hospitals. These interviews focused on the patients' discharge transition experiences. The data were analyzed using phenomenological analysis. RESULTS: Lumbar fusion patients' experiences of discharge transition fit into 4 categories: anticipation of surgical transition, the process of transition to discharge, the difficult process of recovery, and recovery strategy. CONCLUSION: To further expedite the discharge process and make better use of cooperative hospital resources, conducting preoperative treatment planning, identifying family and social support systems, and sharing treatment procedures are all required. Furthermore, thorough health information services and step-by-step courses on predicted problems and everyday living after surgery should be considered for postoperative education. It is critical to broadening the scope of preoperative and postoperative education programs, as well as assistance for the social support system, such as the family-based support system and cooperative hospitals.
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Torres GCS, Fernandez DF, Ledbetter L, Relf MV. Systematic Review of Preoperative Patient Readiness. AORN J 2021; 114:47-59. [PMID: 34181266 DOI: 10.1002/aorn.13425] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2020] [Revised: 10/07/2020] [Accepted: 10/26/2020] [Indexed: 11/07/2022]
Abstract
Preoperative readiness indicates the patient's capacity to process information, consider possible outcomes, and decide to undergo a surgical procedure. This systematic review examines how the term "patient readiness" is used in the literature and synthesizes how preoperative interventions address readiness. A medical librarian searched five electronic databases to identify articles published between July 1, 2008, and June 30, 2019, that address studies including adult patients scheduled for surgery who participated in programs designed to foster readiness or studies that explored surgical readiness. After extracting 28 studies, the authors assessed the articles for quality and thematically synthesized them to describe actions and indicators of patient readiness according to the Perioperative Patient Focused Model. Readiness can positively influence surgical outcomes (eg, pain, satisfaction); however, there is a paucity of high-level, quality evidence that discusses surgical readiness for perioperative care. Nurses should use the information in this review to improve patient-centered preoperative care.
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Gal R, Oostinga D, Wessels H, Verlaan JJ, Charest-Morin R, Fisher CG, Verkooijen HM, Versteeg AL. Pre-treatment expectations of patients with spinal metastases: what do we know and what can we learn from other disciplines? A systematic review of qualitative studies. BMC Cancer 2020; 20:1212. [PMID: 33298017 PMCID: PMC7724808 DOI: 10.1186/s12885-020-07683-7] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2020] [Accepted: 11/23/2020] [Indexed: 02/08/2023] Open
Abstract
Background Little is known about treatment expectations of patients with spinal metastases undergoing radiotherapy and/or surgery. Assuming that patients with spinal metastases share characteristics with patients who had spinal surgery for non-cancer related conditions and with advanced cancer patients, we performed a systematic review to summarize the literature on patient expectations regarding treatment outcomes of spinal surgery and advanced cancer care. Methods A comprehensive search was performed in MEDLINE, EMBASE and PsycINFO for studies between 2000 and sep-2019. Studies including adult patients (> 18 years), undergoing spinal surgery or receiving advanced cancer care, investigating patients’ pre-treatment expectations regarding treatment outcomes were included. Two independent reviewers screened titles, abstracts and full-texts, extracted data and assessed methodological quality. Results The search identified 7343 articles, of which 92 were selected for full-text review. For this review, 31 articles were included. Patients undergoing spinal surgery had overly optimistic expectations regarding pain and symptom relief, they underestimated the probability of functional disability, and overestimated the probability of (complete) recovery and return to work. Studies highlighted that patients feel not adequately prepared for surgery in terms of post-treatment expectations. Similarly, advanced cancer patients receiving palliative treatment often had overly optimistic expectations regarding their survival probability and cure rates. Conclusions Patients tend to have overly optimistic expectations regarding pain and symptom relief, recovery and prognosis following spinal surgery or advanced cancer care. Pretreatment consultation about the expected pain and symptom relief, recovery and prognosis may improve understanding of prognosis, and promote and manage expectations, which, in turn, may lead to better perceived outcomes. Trial registration PROSPERO registration number: CRD42020145151. Supplementary Information The online version contains supplementary material available at 10.1186/s12885-020-07683-7.
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Affiliation(s)
- R Gal
- Division of Imaging and Cancer, University Medical Center Utrecht, University of Utrecht, Heideberglaan 100, 3584, CG, Utrecht, the Netherlands.
| | - D Oostinga
- Department of Orthopaedic Surgery, University Medical Center Utrecht, University of Utrecht, Utrecht, the Netherlands
| | - H Wessels
- Department of Corporate Communications, University Medical Center Utrecht, Utrecht, The Netherlands
| | - J J Verlaan
- Department of Orthopaedic Surgery, University Medical Center Utrecht, University of Utrecht, Utrecht, the Netherlands
| | - R Charest-Morin
- Department of Orthopaedics, Division of Spine, Vancouver General Hospital/University of British Columbia, Vancouver, British Columbia, Canada
| | - C G Fisher
- Department of Orthopaedics, Division of Spine, Vancouver General Hospital/University of British Columbia, Vancouver, British Columbia, Canada
| | - H M Verkooijen
- Division of Imaging and Cancer, University Medical Center Utrecht, University of Utrecht, Heideberglaan 100, 3584, CG, Utrecht, the Netherlands
| | - A L Versteeg
- Division of Imaging and Cancer, University Medical Center Utrecht, University of Utrecht, Heideberglaan 100, 3584, CG, Utrecht, the Netherlands
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Warner NS, Finnie D, Warner DO, Hooten WM, Mauck KF, Cunningham JL, Gazelka H, Bydon M, Huddleston PM, Habermann EB. The System Is Broken: A Qualitative Assessment of Opioid Prescribing Practices After Spine Surgery. Mayo Clin Proc 2020; 95:1906-1915. [PMID: 32736943 DOI: 10.1016/j.mayocp.2020.02.027] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/24/2019] [Revised: 02/11/2020] [Accepted: 02/14/2020] [Indexed: 11/18/2022]
Abstract
OBJECTIVE To elucidate factors that influence opioid prescribing behaviors of key stakeholders after major spine surgery, with a focus on barriers to optimized prescribing. METHODS In-person semi-structured interviews were performed with 20 surgical and medical professionals (January 23, 2019 to June 11, 2019) at a large academic medical center, including resident physicians, midlevel providers, attending physicians, and clinical pharmacists. Interviews centered on perceptions of postoperative prescribing practices were coded and analyzed using a qualitative inductive approach. RESULTS Several unique themes emerged. First, wide interprovider variation exists in the perceived role of opioid prescribing guidelines. Second, there are important relationships between clinical experience, time constraints, and postoperative opioid prescribing. Third, opioid tapering is a major area of inconsistency. Fourth, there are serious challenges in managing analgesic expectations, particularly in those with chronic pain. Finally, there is currently no process to facilitate the hand-off or transition of opioid prescribing responsibility between surgical and primary care teams, which represents a major area for practice optimization efforts. CONCLUSION Despite increased focus on postoperative opioid prescribing, there remain numerous areas for improvement. The development of tools and processes to address critical gaps in postoperative prescribing will be essential for our efforts to reduce long-term opioid use after major spine surgery and improve patient care.
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Affiliation(s)
- Nafisseh S Warner
- Department of Anesthesiology and Perioperative Medicine, Mayo Clinic, Rochester, MN; Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, MN.
| | - Dawn Finnie
- Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, MN
| | - David O Warner
- Department of Anesthesiology and Perioperative Medicine, Mayo Clinic, Rochester, MN
| | - W Michael Hooten
- Department of Anesthesiology and Perioperative Medicine, Mayo Clinic, Rochester, MN
| | - Karen F Mauck
- Department of General Internal Medicine, Mayo Clinic, Rochester, MN
| | | | - Halena Gazelka
- Department of Anesthesiology and Perioperative Medicine, Mayo Clinic, Rochester, MN
| | - Mohamad Bydon
- Department of Neurological Surgery, Mayo Clinic, Rochester, MN
| | | | - Elizabeth B Habermann
- Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, MN
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