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1.
Support Care Cancer ; 32(6): 352, 2024 May 15.
Article in English | MEDLINE | ID: mdl-38748294

ABSTRACT

PURPOSE: Oncology patients often struggle to manage their medications and related adverse events during transitions of care. They are expected to take an active role in self-monitoring and timely reporting of their medication safety events or concerns to clinicians. The purpose of this study was to explore the factors influencing oncology patients' willingness to report adverse events or concerns related to their medication after their transitions back home. METHODS: A qualitative interview study was conducted with adult patients with breast, prostate, lung, or colorectal cancer who experienced care transitions within the previous year. A semi-structured interview guide was developed to understand patients' perceptions of reporting mediation-related safety events or concerns from home. All interviews were conducted via phone calls, recorded, and transcribed for thematic data analysis. RESULTS: A total of 41 individuals participated in the interviews. Three main themes and six subthemes emerged, including patients' perceived relationship with clinicians (the quality of communication and trust in clinicians), perceived severity of adverse medication events (perceived severe vs. non-severe events), and patient activation in self-management (self-efficacy in self-management and engagement in monitoring health outcomes). CONCLUSION: The patient-clinician relationship significantly affects patients' reporting behaviors, which can potentially interact with other factors, including the severity of adverse events. It is important to engage oncology patients in medication safety self-reporting from home by enhancing health communication, understanding patients' perceptions of severe events, and promoting patient activation. By addressing these efforts, healthcare providers should adopt a more patient-centered approach to enhance the overall quality and safety of oncological care.


Subject(s)
Neoplasms , Qualitative Research , Humans , Female , Male , Middle Aged , Aged , Neoplasms/drug therapy , Neoplasms/psychology , Adult , Drug-Related Side Effects and Adverse Reactions/psychology , Physician-Patient Relations , Interviews as Topic , Communication , Antineoplastic Agents/adverse effects , Aged, 80 and over , Self-Management/methods , Patient Participation/methods , Patient Participation/psychology
2.
BMJ Qual Saf ; 2024 Apr 04.
Article in English | MEDLINE | ID: mdl-38575310

ABSTRACT

Mixed methods research is a popular approach used to understand persistent and complex problems related to quality and safety, such as reasons why interventions are not implemented as intended or explaining differential outcomes. However, the quality and rigour of mixed methods research proposals and publications often miss opportunities for integration, which is the core of mixed methods. Achieving integration remains challenging, and failing to integrate reduces the benefits of a mixed methods approach. Therefore, the purpose of this article is to guide quality and safety researchers in planning and designing a mixed methods study that facilitates integration. We highlight how meaningful integration in mixed methods research can be achieved by centring integration at the following levels: research question, design, methods, results and reporting and interpretation levels. A holistic view of integration through all these levels will enable researchers to provide better answers to complex problems and thereby contribute to improvement of safety and quality of care.

3.
Article in English | MEDLINE | ID: mdl-38643047

ABSTRACT

BACKGROUND: Few studies have described the insights of frontline health care providers and patients on how the diagnostic process can be improved in the emergency department (ED), a setting at high risk for diagnostic errors. The authors aimed to identify the perspectives of providers and patients on the diagnostic process and identify potential interventions to improve diagnostic safety. METHODS: Semistructured interviews were conducted with 10 ED physicians, 15 ED nurses, and 9 patients/caregivers at two separate health systems. Interview questions were guided by the ED-Adapted National Academies of Sciences, Engineering, and Medicine Diagnostic Process Framework and explored participant perspectives on the ED diagnostic process, identified vulnerabilities, and solicited interventions to improve diagnostic safety. The authors performed qualitative thematic analysis on transcribed interviews. RESULTS: The research team categorized vulnerabilities in the diagnostic process and intervention opportunities based on the ED-Adapted Framework into five domains: (1) team dynamics and communication (for example, suboptimal communication between referring physicians and the ED team); (2) information gathering related to patient presentation (for example, obtaining the history from the patients or their caregivers; (3) ED organization, system, and processes (for example, staff schedules and handoffs); (4) patient education and self-management (for example, patient education at discharge from the ED); and (5) electronic health record and patient portal use (for example, automatic release of test results into the patient portal). The authors identified 33 potential interventions, of which 17 were provider focused and 16 were patient focused. CONCLUSION: Frontline providers and patients identified several vulnerabilities and potential interventions to improve ED diagnostic safety. Refining, implementing, and evaluating the efficacy of these interventions are required.

4.
J Med Internet Res ; 26: e47685, 2024 Mar 08.
Article in English | MEDLINE | ID: mdl-38457204

ABSTRACT

BACKGROUND: Actively engaging patients with cancer and their families in monitoring and reporting medication safety events during care transitions is indispensable for achieving optimal patient safety outcomes. However, existing patient self-reporting systems often cannot address patients' various experiences and concerns regarding medication safety over time. In addition, these systems are usually not designed for patients' just-in-time reporting. There is a significant knowledge gap in understanding the nature, scope, and causes of medication safety events after patients' transition back home because of a lack of patient engagement in self-monitoring and reporting of safety events. The challenges for patients with cancer in adopting digital technologies and engaging in self-reporting medication safety events during transitions of care have not been fully understood. OBJECTIVE: We aim to assess oncology patients' perceptions of medication and communication safety during care transitions and their willingness to use digital technologies for self-reporting medication safety events and to identify factors associated with their technology acceptance. METHODS: A cross-sectional survey study was conducted with adult patients with breast, prostate, lung, or colorectal cancer (N=204) who had experienced care transitions from hospitals or clinics to home in the past 1 year. Surveys were conducted via phone, the internet, or email between December 2021 and August 2022. Participants' perceptions of medication and communication safety and perceived usefulness, ease of use, attitude toward use, and intention to use a technology system to report their medication safety events from home were assessed as outcomes. Potential personal, clinical, and psychosocial factors were analyzed for their associations with participants' technology acceptance through bivariate correlation analyses and multiple logistic regressions. RESULTS: Participants reported strong perceptions of medication and communication safety, positively correlated with medication self-management ability and patient activation. Although most participants perceived a medication safety self-reporting system as useful (158/204, 77.5%) and easy to use (157/204, 77%), had a positive attitude toward use (162/204, 79.4%), and were willing to use such a system (129/204, 63.2%), their technology acceptance was associated with their activation levels (odds ratio [OR] 1.83, 95% CI 1.12-2.98), their perceptions of communication safety (OR 1.64, 95% CI 1.08-2.47), and whether they could receive feedback after self-reporting (OR 3.27, 95% CI 1.37-7.78). CONCLUSIONS: In general, oncology patients were willing to use digital technologies to report their medication events after care transitions back home because of their high concerns regarding medication safety. As informed and activated patients are more likely to have the knowledge and capability to initiate and engage in self-reporting, developing a patient-centered reporting system to empower patients and their families and facilitate safety health communications will help oncology patients in addressing their medication safety concerns, meeting their care needs, and holding promise to improve the quality of cancer care.


Subject(s)
Digital Technology , Neoplasms , Adult , Male , Humans , Cross-Sectional Studies , Patient Transfer , Surveys and Questionnaires , Neoplasms/drug therapy
5.
J Interprof Care ; 38(4): 593-601, 2024.
Article in English | MEDLINE | ID: mdl-38517041

ABSTRACT

Effective interprofessional team function is integral to high-quality care in the intensive care unit (ICU). However, little is known about how familiarity develops among teams, which may be an important antecedent to effective team function and quality care. To examine team familiarity and how it impacts ICU team function and care, we conducted an ethnographic study in four ICUs (two medical ICUs, one mixed medical-surgical ICU, and one surgical ICU) in two community hospitals and one academic medical center. We conducted 57.5 h of observation, 26 shadowing experiences, and 26 interviews across the four ICUs sequentially. We used thematic analysis to examine familiarity among the team. We found that ICU team members become familiar with their team through interpersonal, relational interactions, which involved communication, time working together, social interactions, trust, and respect. Our findings underscore the relational aspect of effective teams and demonstrate that time working together, social interactions, communication, developing trust, and respect are pathways to familiarity and optimal team function. Leveraging unique and creative ways to enhance the relational aspects of ICU teams could be an area for future research and lead to improved ICU outcomes.


Subject(s)
Anthropology, Cultural , Communication , Intensive Care Units , Interprofessional Relations , Patient Care Team , Trust , Humans , Intensive Care Units/organization & administration , Patient Care Team/organization & administration , Cooperative Behavior , Social Interaction , Female , Male , Respect , Interpersonal Relations , Interviews as Topic
6.
Jt Comm J Qual Patient Saf ; 50(5): 348-356, 2024 05.
Article in English | MEDLINE | ID: mdl-38423950

ABSTRACT

BACKGROUND: Emergency departments (EDs) are susceptible to diagnostic error. Suboptimal communication between the patient and the interdisciplinary care team increases risk to diagnostic safety. The role of communication remains underrepresented in existing diagnostic decision-making conceptual models. METHODS: The authors used eDelphi methodology, whereby data are collected electronically, to achieve consensus among an expert panel of 18 clinicians, patients, family members, and other participants on a refined ED-based diagnostic decision-making framework that integrates several potential opportunities for communication to enhance diagnostic quality. This study examined the entire diagnostic process in the ED, from prehospital to discharge or transfer to inpatient care, and identified where communication breakdowns could occur. After four iterative rounds of the eDelphi process, including a final validation round by all participants, the project's a priori consensus threshold of 80% agreement was reached. RESULTS: The authors developed a final framework that positions communication more prominently in the diagnostic process in the ED and enhances the original National Academies of Sciences, Engineering, and Medicine (NASEM) and ED-adapted NASEM frameworks. Specific points in the ED journey were identified where more attention to communication might be helpful. Two specific types of communication-information exchange and shared understanding-were identified as high priority for optimal outcomes. Ideas for communication-focused interventions to prevent diagnostic error in the ED fell into three categories: patient-facing, clinician-facing, and system-facing interventions. CONCLUSION: This project's refinement of the NASEM framework adapted to the ED can be used to develop communications-focused interventions to reduce diagnostic error in this highly complex and error-prone setting.


Subject(s)
Communication , Emergency Service, Hospital , Emergency Service, Hospital/organization & administration , Humans , Diagnostic Errors/prevention & control , Patient Care Team/organization & administration
7.
BMJ Open ; 14(2): e081375, 2024 Feb 13.
Article in English | MEDLINE | ID: mdl-38355181

ABSTRACT

INTRODUCTION: Targeted oral anticancer agents (OAAs) are increasingly used to treat cancer, including haematological malignancies and ovarian cancer, but they can cause serious symptomatic side effects such as arrhythmias, hypertension, and hyperglycaemia. Unaddressed OAA symptoms or inadequately managed symptoms may also lead to unnecessary and unscheduled healthcare use that decreases patient quality of life and financially burdens both patients and the healthcare system. Limited information is available about patient symptoms, self-management behaviours, and use of healthcare services over time while taking targeted OAAs, but is needed to ensure successful OAA therapy. The primary objective is to understand patient experiences and behaviours on initiating targeted OAA, and elicit cancer care clinicians' (ie, physicians, advanced practice practitioners, nurses, and pharmacists) perspectives on supporting patients during therapy. Study results will inform comprehensive and realistic interventions that minimise disruptions to therapy while maximising quality of life. METHODS AND ANALYSIS: We will conduct a remote single-arm, convergent-parallel mixed-methods cohort study within a large academic medical centre. A minimum of 60 patients will be enrolled. Patients will complete several validated patient-reported outcome measures at six timepoints over 6 months. Mixed-effects logistic regression will be used to predict the primary binary outcome of unscheduled healthcare use by patient self-efficacy for symptom self-management. Semistructured interviews will be conducted with patients and clinicians and thematically analysed. Triangulated quantitative and qualitative results will be reported using cross-case comparison joint display. ETHICS AND DISSEMINATION: This study protocol is approved by the Institutional Review Board of University of Michigan Medical School (IRBMED). Study results will be published in peer-reviewed journals, presented at conferences, and disseminated to study participants.


Subject(s)
Antineoplastic Agents , Self-Management , Humans , Quality of Life , Cohort Studies , Delivery of Health Care , Antineoplastic Agents/therapeutic use
8.
Jt Comm J Qual Patient Saf ; 50(3): 193-201, 2024 Mar.
Article in English | MEDLINE | ID: mdl-37838603

ABSTRACT

BACKGROUND: Many hospitals have begun to implement models that combine interventions to redesign care for medical patients. These models include localization of physicians to specific units, nurse-physician co-leadership, and interprofessional rounds. Understanding contextual factors, the circumstances surrounding an implementation effort that influence its success, is essential to provide guidance to leaders implementing similar models of care. METHODS: A multisite qualitative comparative case study was conducted with four hospitals in the REdesigning SystEms to Improve Teamwork and Quality for Hospitalized Patients (RESET) study. Researchers conducted observations and semistructured interviews with 40 health care professionals and four implementation mentors. Researchers used inductive qualitative content analysis, reviewed fidelity of implementation trends, and performed cross-case analysis to identify contextual factors and their influence on implementation. RESULTS: Four contextual factors were associated with implementation success: (1) senior hospital leader involvement and organizational support; (2) alignment of RESET with organizational, hospital, and professional group priorities; (3) site leaders' engagement in RESET and relationship with one another; and (4) perceptions of need and intervention benefits among professionals. Implementation was optimal when senior leadership was stable and tangibly involved; organizational, hospital, and group goals were aligned; site leaders were committed and collaborated well; and nurses and physicians perceived a need for and benefits from the interventions. CONCLUSION: Four interrelated contextual factors are associated with the implementation of combined interventions to redesign care for hospitalized medical patients. Hospital leaders should consider these findings prior to implementing similar interventions and be prepared to address challenges related to these factors during implementation.


Subject(s)
Hospitals , Physicians , Humans , Health Personnel , Qualitative Research , Leadership
9.
Anesthesiol Clin ; 41(4): 803-818, 2023 Dec.
Article in English | MEDLINE | ID: mdl-37838385

ABSTRACT

Nontechnical skills, defined as the set of cognitive and social skills used by individuals and teams to reduce error and improve performance in complex systems, have become increasingly recognized as a key contributor to patient safety. Efforts to characterize, quantify, and teach nontechnical skills in the context of perioperative care continue to evolve. This review article summarizes the essential behaviors for safety, described in taxonomies for nontechnical skills assessments developed for intraoperative clinical team members (eg, surgeons, anesthesiologists, scrub practitioners, perfusionists). Furthermore, the authors describe emerging methods to advance understanding of the impact of nontechnical skills on perioperative outcomes.


Subject(s)
Clinical Competence , Surgeons , Humans , Patient Care Team
10.
Ann Intern Med ; 176(11): 1456-1464, 2023 11.
Article in English | MEDLINE | ID: mdl-37903367

ABSTRACT

BACKGROUND: Multiple challenges impede interprofessional teamwork and the provision of high-quality care to hospitalized patients. OBJECTIVE: To evaluate the effect of interventions to redesign hospital care delivery on teamwork and patient outcomes. DESIGN: Pragmatic controlled trial. Hospitals selected 1 unit for implementation of interventions and a second to serve as a control. (ClinicalTrials.gov: NCT03745677). SETTING: Medical units at 4 U.S. hospitals. PARTICIPANTS: Health care professionals and hospitalized medical patients. INTERVENTION: Mentored implementation of unit-based physician teams, unit nurse-physician coleadership, enhanced interprofessional rounds, unit-level performance reports, and patient engagement activities. MEASUREMENTS: Primary outcomes were teamwork climate among health care professionals and adverse events experienced by patients. Secondary outcomes were length of stay (LOS), 30-day readmissions, and patient experience. Difference-in-differences (DID) analyses of patient outcomes compared intervention versus control units before and after implementation of interventions. RESULTS: Among 155 professionals who completed pre- and postintervention surveys, the median teamwork climate score was higher after than before the intervention only for nurses (n = 77) (median score, 88.0 [IQR, 77.0 to 91.0] vs. 80.0 [IQR, 70.0 to 89.0]; P = 0.022). Among 3773 patients, a greater percentage had at least 1 adverse event after compared with before the intervention on control units (change, 1.61 percentage points [95% CI, 0.01 to 3.22 percentage points]). A similar percentage of patients had at least 1 adverse event after compared with before the intervention on intervention units (change, 0.43 percentage point [CI, -1.25 to 2.12 percentage points]). A DID analysis of adverse events did not show a significant difference in change (adjusted DID, -0.92 percentage point [CI, -2.49 to 0.64 percentage point]; P = 0.25). Similarly, there were no differences in LOS, readmissions, or patient experience. LIMITATION: Adverse events occurred less frequently than anticipated, limiting statistical power. CONCLUSION: Despite improved teamwork climate among nurses, interventions to redesign care for hospitalized patients were not associated with improved patient outcomes. PRIMARY FUNDING SOURCE: Agency for Healthcare Research and Quality.


Subject(s)
Health Personnel , Physicians , Humans , Length of Stay , Quality of Health Care , Surveys and Questionnaires
11.
Support Care Cancer ; 31(12): 652, 2023 Oct 25.
Article in English | MEDLINE | ID: mdl-37878093

ABSTRACT

PURPOSE: Oral anti-cancer agents (OAAs) represent a new frontier in cancer treatment, but we do not know how well patients incorporate the strategies that they are taught for managing the side effects of OAAs into their daily lives. The purpose of this study was to understand how OAA side effects influenced patients' lives and what strategies patients used to manage them. METHODS: The study used an interpretive descriptive design utilizing photo elicitation interviews (PEI). Two pharmacists employed at the study ambulatory oncology clinic assisted with recruitment. Participants took photos and subsequent interviews focused on talking to participants about each photo, eliciting participant perspectives describing side effects of OAAs and management strategies. A directed content analysis approach was used to analyze the transcribed interviews. RESULTS: A total of nine participants were included in the study. Three themes and associated sub-themes emerged: making changes to nutritional habits due to OAA side effects (hydration and food), strategies to alleviate OAA side effects (medication and non-medication related), and methods of coping with OAA effects (intra- and interpersonal). Changing nutritional habits was an important strategy to manage OAA side effects. Medication-related strategies to alleviate OAA side effects could be nuanced and, additionally, there was wide variability in coping methods used. CONCLUSION: Patient education on OAAs and side effects is not always tailored to each unique patient and their circumstances. This study uncovered how participants devised their own distinct strategies to prevent or manage OAA side effects in an effort to help improve patients' experiences when taking OAAs.


Subject(s)
Antineoplastic Agents , Drug-Related Side Effects and Adverse Reactions , Humans , Pilot Projects , Adaptation, Psychological , Ambulatory Care Facilities , Patient Outcome Assessment
12.
Cancer Care Res Online ; 3(3)2023 Jul.
Article in English | MEDLINE | ID: mdl-37719163

ABSTRACT

Background: While adverse events and toxicities related to cancer drug therapy in the ambulatory oncology setting are common and often rooted in communication challenges, few studies have examined the problems of communication or tested tools to improve communication in this unique, high-risk setting. Objective: To determine the feasibility and acceptability of a virtual interdisciplinary communication Workshop designed to strengthen communication across ambulatory oncology teams members. Methods: Surveys of patients and clinicians in one ambulatory oncology clinic were analyzed and informed the communication intervention: an interdisciplinary virtual Workshop. Workshop evaluation included an implementation survey measure and a structured debrief with Workshop attendees. Results: 87 patients and 56 clinicians participated in pre-workshop surveys that revealed patient satisfaction with timely care and information, yet a range of rating communication experiences with the clinical team, and clinicians perceiving a high amount of organizational safety, yet rated discussion of alternatives to normal work processes low. Survey results guided reflection and discussion within the Workshop. Six clinicians participated in the interactive Workshop. Feasibility and acceptability of the virtual Workshop were supported by formative and summative data, along with suggestions for improvement. Conclusions: The patient and clinician surveys coupled with an interactive virtual Workshop were feasible and acceptable. Implications for Practice: The Workshop identified opportunities for individual- and system-level improvements in clinical team communication. This promising strategy requires replication in larger, diverse practice samples. Foundational: Clinicians accepted an interactive workshop that incorporated clinic-specific data and communication strategies. The program is feasible and acceptable in ambulatory oncology settings.

13.
Nurs Outlook ; 71(4): 102024, 2023.
Article in English | MEDLINE | ID: mdl-37487421

ABSTRACT

BACKGROUND: The National Clinician Scholars Program (NCSP) is an interprofessional postdoctoral fellowship for physicians and nurses with a PhD. or DNP focused on health services research, policy, and leadership. PURPOSE: To evaluate 5-year outcomes of nurse postdoctoral scholars in the NCSP. METHODS: We describe the 5-year outcomes of nurse fellows and graduates from six NCSP sites (positions, number of peer-reviewed publications, citations, and h-index). CONCLUSION: There were 53 nurses in the sample (34 alumni, 19 fellows). Approximately half (47%, n = 16) of alumni had tenure-track faculty positions and had bibliometric performance indicators (such as h-indices) 2 to 4 times greater than those previously reported for assistant professors in nursing schools nationally. NCSP nurse scholars and alumni also had an impact on community partnerships, health equity, and health policy DISCUSSION: This study highlights the potential of interprofessional postdoctoral fellowships such as the NCSP to prepare nurse scientists for health care leadership roles.


Subject(s)
Physicians , Postdoctoral Training , Humans , Health Personnel , Delivery of Health Care , Health Services , Fellowships and Scholarships
14.
PEC Innov ; 2: 100148, 2023 Dec.
Article in English | MEDLINE | ID: mdl-37214518

ABSTRACT

Objective: Oral anticancer agents (OAAs) are associated with side effects that interfere with medication adherence, despite patient education regarding side effect management. Video reflexive ethnography (VRE) captures care processes on video that allow participants to learn from videos. The purpose of this pilot study was to assess the usefulness and impact of VRE on improving OAA education. Methods: This qualitative study was conducted in a pharmacist-managed OAA clinic: two pharmacists and four patients participated. We filmed each pharmacist providing education to two patients. We conducted patient interviews and one reflexivity session with both pharmacists to learn participants' perspectives. We used thematic content analysis to analyze data. Results: Two themes emerged: what patients liked/helped, and things that were unclear. Patients liked instructions on temperature taking, directions to safely handle and store OAAs. Unclear areas included knowing the timing of the worst side effects.During the reflexivity session, pharmacists found patients' comments useful to improve their practice. Conclusion: VRE was acceptable to pharmacists and patients. Pharmacists recognized VRE as a helpful technique to improve patient education on OAAs. Innovation: The use of video enables participants to scrutinize and reshape their practices, making VRE a powerful innovation and adjunct to quality improvement initiatives.

15.
Int J Nurs Pract ; 29(2): e13130, 2023 Apr.
Article in English | MEDLINE | ID: mdl-36597211

ABSTRACT

AIM: The aim of this study was to examine the relationships among patient safety competency, systems thinking and missed nursing care. BACKGROUND: Patient safety competency and systems thinking are important nurse attributes that promote patient safety. Missed nursing care is known to negatively impact patient safety. However, how nurses' patient safety competency and systems thinking relate to missed nursing care is unknown. METHODS: A cross-sectional survey design was used to collect data from nurses practicing in two general hospitals in South Korea. Data were collected between 3 March and 17 April 2020. Questionnaires were distributed to nurses providing direct care in general and specialty units. Patient safety competency, systems thinking and missed nursing care were measured using reliable and valid instruments. A total of 432 complete sets of data were used in final analysis. RESULTS: Higher patient safety competency of nurses was associated with lower missed nursing care. Systems thinking partially mediated the relationship between knowledge of patient safety competency and missed nursing care, and attitudes of patient safety competency and missed nursing care. CONCLUSIONS: The knowledge, skills and attitudes sub-scales of patient safety competency showed somewhat different effects in the relationship between missed nursing care and systems thinking, suggesting that each attribute may tap into a separate aspect of patient safety.


Subject(s)
Nurses , Nursing Care , Nursing Staff, Hospital , Humans , Patient Safety , Cross-Sectional Studies , Surveys and Questionnaires , Systems Analysis
16.
Int J Comput Assist Radiol Surg ; 18(1): 117-125, 2023 Jan.
Article in English | MEDLINE | ID: mdl-36190616

ABSTRACT

PURPOSE: Articulated hand pose tracking is an under-explored problem that carries the potential for use in an extensive number of applications, especially in the medical domain. With a robust and accurate tracking system on surgical videos, the motion dynamics and movement patterns of the hands can be captured and analyzed for many rich tasks. METHODS: In this work, we propose a novel hand pose estimation model, CondPose, which improves detection and tracking accuracy by incorporating a pose prior into its prediction. We show improvements over state-of-the-art methods which provide frame-wise independent predictions, by following a temporally guided approach that effectively leverages past predictions. RESULTS: We collect Surgical Hands, the first dataset that provides multi-instance articulated hand pose annotations for videos. Our dataset provides over 8.1k annotated hand poses from publicly available surgical videos and bounding boxes, pose annotations, and tracking IDs to enable multi-instance tracking. When evaluated on Surgical Hands, we show our method outperforms the state-of-the-art approach using mean Average Precision, to measure pose estimation accuracy, and Multiple Object Tracking Accuracy, to assess pose tracking performance. CONCLUSION: In comparison to a frame-wise independent strategy, we show greater performance in detecting and tracking hand poses and more substantial impact on localization accuracy. This has positive implications in generating more accurate representations of hands in the scene to be used for targeted downstream tasks.


Subject(s)
Algorithms , Hand , Humans , Hand/surgery
17.
PLoS One ; 17(12): e0279441, 2022.
Article in English | MEDLINE | ID: mdl-36574370

ABSTRACT

BACKGROUND: Highly connected individuals disseminate information effectively within their social network. To apply this concept to inflammatory bowel disease (IBD) care and lay the foundation for network interventions to disseminate high-quality treatment, we assessed the need for improving the IBD practices of highly connected clinicians. We aimed to examine whether highly connected clinicians who treat IBD patients were more likely to provide high-quality treatment than less connected clinicians. METHODS: We used network analysis to examine connections among clinicians who shared patients with IBD in the Veterans Health Administration between 2015-2018. We created a network comprised of clinicians connected by shared patients. We quantified clinician connections using degree centrality (number of clinicians with whom a clinician shares patients), closeness centrality (reach via shared contacts to other clinicians), and betweenness centrality (degree to which a clinician connects clinicians not otherwise connected). Using weighted linear regression, we examined associations between each measure of connection and two IBD quality indicators: low prolonged steroids use, and high steroid-sparing therapy use. RESULTS: We identified 62,971 patients with IBD and linked them to 1,655 gastroenterologists and 7,852 primary care providers. Clinicians with more connections (degree) were more likely to exhibit high-quality treatment (less prolonged steroids beta -0.0268, 95%CI -0.0427, -0.0110, more steroid-sparing therapy beta 0.0967, 95%CI 0.0128, 0.1805). Clinicians who connect otherwise unconnected clinicians (betweenness) displayed more prolonged steroids use (beta 0.0003, 95%CI 0.0001, 0.0006). The presence of variation is more relevant than its magnitude. CONCLUSIONS: Clinicians with a high number of connections provided more high-quality IBD treatments than less connected clinicians, and may be well-positioned for interventions to disseminate high-quality IBD care. However, clinicians who connect clinicians who are otherwise unconnected are more likely to display low-quality IBD treatment. Efforts to improve their quality are needed prior to leveraging their position to disseminate high-quality care.


Subject(s)
Gastroenterologists , Inflammatory Bowel Diseases , Humans , Inflammatory Bowel Diseases/therapy , Quality of Health Care , Patients , Steroids
18.
BMC Health Serv Res ; 22(1): 1379, 2022 Nov 19.
Article in English | MEDLINE | ID: mdl-36403029

ABSTRACT

BACKGROUND: Healthcare organizations made major adjustments to deliver care during the COVID pandemic, yet little is known about how these adjustments shaped ongoing quality and safety improvement efforts. We aimed to understand how COVID affected four U.S. hospitals' prospective implementation efforts in an ongoing quality improvement initiative, the REdesigning SystEms to Improve Teamwork and Quality for Hospitalized Patients (RESET) project, which implemented complementary interventions to redesign systems of care for medical patients. METHODS: We conducted individual semi-structured interviews with 40 healthcare professionals to determine how COVID influenced RESET implementation. We used conventional qualitative content analysis to inductively code transcripts and identify themes in MAXQDA 2020. RESULTS: We identified three overarching themes and nine sub-themes. The three themes were (1) COVID exacerbated existing problems and created new ones. (2) RESET and other quality improvement efforts were not the priority during the pandemic. (3) Fidelity of RESET implementation regressed. CONCLUSION: COVID had a profound impact on the implementation of a multifaceted intervention to improve quality and teamwork in four hospitals. Notably, COVID led to a diversion of attention and effort away from quality improvement efforts, like RESET, and sites varied in their ability to renew efforts over time. Our findings help explain how COVID adversely affected hospitals' quality improvement efforts throughout the pandemic and support the need for research to identify elements important for fostering hospital resilience.


Subject(s)
COVID-19 , Humans , COVID-19/epidemiology , Prospective Studies , Qualitative Research , Quality Improvement , Patients
20.
World J Surg ; 46(2): 370-381, 2022 02.
Article in English | MEDLINE | ID: mdl-34773133

ABSTRACT

BACKGROUND: Retained surgical items (RSI) are preventable error events. Interest in reducing RSI is increasing globally because of increasing demand for safe surgery. While research of interventions to prevent RSI have been reported, no rigorous analysis of the type and effectiveness of interventions exists. This systematic review examines (1) what types of intervention have been implemented to prevent RSI; and (2) what is the effectiveness of those interventions. METHODS: We performed a systematic review of PubMed, Embase, CINAHL, Cochrane Library, Scopus, ClinicalTrials.gov, Mednar, and OpenGrey databases. Two reviewers independently screened a total of 1,792 titles and abstracts, and reviewed 87 full-text articles, resulting in 17 articles in the final analysis. Study characteristics included qualitative and quantitative studies that examined the effectiveness of RSI prevention interventions for adult patients who undergo open surgery. The primary outcome was RSI and related error events. RESULTS: Four studies and 13 quality improvement projects described RSI interventions categorized into four groups: (1) technology-based, (2) communication-based, (3) practice- or guideline-based, (4) interventions that fell into more than one category. Following guidance in the Quality Improvement minimum quality criteria set, the quality of all studies ranged from poor to fair. Heterogeneity in the interventions used and variable study quality limit our confidence in the interventions' ability to reduce RSI. CONCLUSION: Since technology-based interventions may not be financially feasible in low and middle-income countries (LMIC), in those settings interventions that target the social system may be more appropriate. Rigorous methods to investigate local contexts and build knowledge are needed so that interventions to prevent RSI have a greater likelihood of success.


Subject(s)
Foreign Bodies , Quality Improvement , Adult , Humans
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