Workload Of Healthcare Providers Research Articles

Exploring Healthcare Providers' and Women's Perspectives of Labor Companionship during Childbirth: An Interpretative Phenomenological Analysis Study.

A labor companion of choice during childbirth is crucial for improving women's birth experience and confidence to give birth. Labor companions provide various benefits, including enhanced communication, emotional support, non-pharmacological pain relief, and better healthcare. However, little is known about the supportive actions of labor companions with respect to women's needs during labor and birth, as well as healthcare providers' perceptions of labor companions. Therefore, this study was conducted to explore the perceptions of healthcare providers and women regarding labor companions. The study utilized an interpretative phenomenology research design. Data collection involved conducting semi-structured interviews with 14 participants. The sample consisted of mothers, physicians, and nurses, ensuring a diverse range of perspectives. An interpretative phenomenological analysis was conducted for data analysis. Five themes were identified: (a) impact of companionship, (b) benefits for healthcare providers, (c) companion roles, (d) loneliness and alienation of mothers, and (e) challenges of implementation. The findings indicated that the presence of a companion reduces the need for unnecessary medical interventions and eases the workload of healthcare providers. Without a companion, mothers often feel lonely and disconnected during the birthing process. The presence of companions is often hindered by space limitations in delivery rooms, the absence of clear policies, and lack of childbirth education programs for companions. Clear policies, education programs, and adequate space are essential for implementing and promoting labor companionship during childbirth.

Facilitators and constraints to family integrated care in low-resource settings informed the adaptation in Uganda.

Family Integrated Care (FICare) was developed in high-income countries and has not been tested in resource-poor settings. We aimed to identify the facilitators and constraints that informed the adaptation of FICare to a neonatal hospital unit in Uganda. Maternal focus groups and healthcare provider interviews were conducted at Uganda's Jinja Regional Referral Hospital in 2020. Transcripts were analysed using inductive content analysis. An adaptation team developed Uganda FICare based on the identified facilitators and constraints. Participants included 10 mothers (median age 28 years) and eight healthcare providers (seven female, median age 41 years). Reducing healthcare provider workload, improving neonatal outcomes and empowering mothers were identified as facilitators. Maternal stress, maternal difficulties in learning new skills and mistrust of mothers by healthcare providers were cited as constraints. Uganda FICare focused on task-shifting important but neglected patient care tasks from healthcare providers to mothers. Healthcare providers learned how to respond to maternal concerns. Intervention material was adapted to prioritise images over text. Mothers familiar with FICare provided peer-to-peer support to other mothers. Uganda FICare shares the core values of FICare but was adapted to be feasible in low-resource settings.

How does hospital organisation influence the use of caesarean sections in low- and middle-income countries? A cross-sectional survey in Argentina, Burkina Faso, Thailand and Vietnam for the QUALI-DEC project

BackgroundImproving the understanding of non-clinical factors that lead to the increasing caesarean section (CS) rates in many low- and middle-income countries is currently necessary to meet the challenge of implementing effective interventions in hospitals to reverse the trend. The objective of this study was to study the influence of organizational factors on the CS use in Argentina, Vietnam, Thailand and Burkina Faso.MethodsA cross-sectional hospital-based postpartum survey was conducted in 32 hospitals (8 per country). We selected women with no potential medical need for CS among a random sample of women who delivered at each of the participating facilities during the data collection period. We used multilevel multivariable logistic regression to analyse the association between CS use and organizational factors, adjusted on women’s characteristics.ResultsA total of 2,092 low-risk women who had given birth in the participating hospitals were included. The overall CS rate was 24.1%, including 4.9% of pre-labour CS and 19.3% of intra-partum CS. Pre-labour CS was significantly associated with a 24-hour anaesthetist dedicated to the delivery ward (ORa = 3.70 [1.41; 9.72]) and with the possibility to have an individual room during labour and delivery (ORa = 0.28 [0.09; 0.87]). Intra-partum CS was significantly associated with a higher bed occupancy level (ORa = 1.45 [1.09; 1.93]): intrapartum CS rate would increase of 6.3% points if the average number of births per delivery bed per day increased by 10%.ConclusionOur results suggest that organisational norms and convenience associated with inadequate use of favourable resources, as well as the lack of privacy favouring women’s preference for CS, and the excessive workload of healthcare providers drive the CS overuse in these hospitals. It is also crucial to enhance human and physical resources in delivery rooms and the organisation of intrapartum care to improve the birth experience and the working environment for those providing care.Trial registrationThe QUALI-DEC trial is registered on the Current Controlled Trials website (https://www.isrctn.com/) under the number ISRCTN67214403.

Understanding the uptake and determinants of prevention of mother-to-child transmission of HIV services in East Africa: Mixed methods systematic review and meta-analysis.

Prevention of mother-to-child transmission (PMTCT) of HIV service is conceptualized as a series of cascades that begins with all pregnant women and ends with the detection of a final HIV status in HIV-exposed infants (HEIs). A low rate of cascade completion by mothers' results in an increased risk of HIV transmission to their infants. Therefore, this review aimed to understand the uptake and determinants of key PMTCT services cascades in East Africa. We searched CINAHL, EMBASE, MEDLINE, Scopus, and AIM databases using a predetermined search strategy to identify studies published from January 2012 through to March 2022 on the uptake and determinants of PMTCT of HIV services. The quality of the included studies was assessed using the Mixed Methods Appraisal Tool. A random-effects model was used to obtain pooled estimates of (i) maternal HIV testing (ii) maternal ART initiation, (iii) infant ARV prophylaxis and (iv) early infant diagnosis (EID). Factors from quantitative studies were reviewed using a coding template based on the domains of the Andersen model (i.e., environmental, predisposing, enabling and need factors) and qualitative studies were reviewed using a thematic synthesis approach. The searches yielded 2231 articles and we systematically reduced to 52 included studies. Forty quantitative, eight qualitative, and four mixed methods papers were located containing evidence on the uptake and determinants of PMTCT services. The pooled proportions of maternal HIV test and ART uptake in East Africa were 82.6% (95% CI: 75.6-88.0%) and 88.3% (95% CI: 78.5-93.9%). Similarly, the pooled estimates of infant ARV prophylaxis and EID uptake were 84.9% (95% CI: 80.7-88.3%) and 68.7% (95% CI: 57.6-78.0) respectively. Key factors identified were the place of residence, stigma, the age of women, the educational status of both parents, marital status, socioeconomic status, Knowledge about HIV/PMTCT, access to healthcare facilities, attitudes/perceived benefits towards PMTCT services, prior use of maternal and child health (MCH) services, and healthcare-related factors like resource scarcity and insufficient follow-up supervision. Most of the identified factors were modifiable and should be considered when formulating policies and planning interventions. Hence, promoting women's education and economic empowerment, strengthening staff supervision, improving access to and integration with MCH services, and actively involving the community to reduce stigma are suggested. Engaging community health workers and expert mothers can also help to share the workload of healthcare providers because of the human resource shortage.

Patient and Health Care Provider Perspectives on Patient Access to Test Results via Web Portals: Scoping Review.

A frequently used feature of electronic patient portals is the viewing of test results. Research on patient portals is abundant and offers evidence to help portal implementers make policy and practice decisions. In contrast, no comparable comprehensive summary of research addresses the direct release of and patient access to test results. This scoping review aims to analyze and synthesize published research focused on patient and health care provider perspectives on the direct release of laboratory, imaging, and radiology results to patients via web portals. PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) guidelines were followed. Searches were conducted in CINAHL, MEDLINE, and other databases. Citations were screened in Covidence using the inclusion and exclusion criteria. Primary studies that focused on patient and health care provider perspectives on patient access to laboratory and imaging results via web portals were included. An updated search was conducted up to August 2023. Our review included 27 articles-20 examining patient views, 3 examining provider views, and 4 examining both patient and provider views. Data extraction and inductive data analysis were informed by sensitizing concepts from sociomaterial perspectives, and 15 themes were generated. Patient perspectives (24 papers) were synthesized using nine themes: (1) patterns of use and patient characteristics; (2) emotional response when viewing the results and uncertainty about their implications; (3) understanding test results; (4) preferences for mode and timing of result release; (5). information seeking and patients' actions motivated by viewing results via a portal; (6) contemplating changes in behavior and managing own health; (7) benefits of accessing test results via a portal; (8) limitations of accessing test results via a portal; and (9) suggestions for portal improvement. Health care provider perspectives (7 papers) were synthetized into six themes: (1) providers' view of benefits of patient access to results via the portal; (2) effects on health care provider workload; (3) concerns about patient anxiety; (4) timing of result release into the patient portal; (5) the method of result release into the patient portal: manual versus automatic release; and (6) the effects of hospital health information technology system on patient quality outcomes. The timing of the release of test results emerged as a particularly important topic. In some countries, the policy context may motivate immediate release of most tests directly into patient portals. However, our findings aim to make policy makers, health administrators, and other stakeholders aware of factors to consider when making decisions about the timing of result release. This review is sensitive to the characteristics of patient populations and portal technology and can inform result release framework policies. The findings are timely, as patient portals have become more common internationally.

Person-Generated Health Data in Women's Health: Scoping Review.

The increased pervasiveness of digital health technology is producing large amounts of person-generated health data (PGHD). These data can empower people to monitor their health to promote prevention and management of disease. Women make up one of the largest groups of consumers of digital self-tracking technology. In this scoping review, we aimed to (1) identify the different areas of women's health monitored using PGHD from connected health devices, (2) explore personal metrics collected through these technologies, and (3) synthesize facilitators of and barriers to women's adoption and use of connected health devices. Following the PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) guidelines for scoping reviews, we searched 5 databases for articles published between January 1, 2015, and February 29, 2020. Papers were included if they targeted women or female individuals and incorporated digital health tools that collected PGHD outside a clinical setting. We included a total of 406 papers in this review. Articles on the use of PGHD for women steadily increased from 2015 to 2020. The health areas that the articles focused on spanned several topics, with pregnancy and the postpartum period being the most prevalent followed by cancer. Types of digital health used to collect PGHD included mobile apps, wearables, websites, the Internet of Things or smart devices, 2-way messaging, interactive voice response, and implantable devices. A thematic analysis of 41.4% (168/406) of the papers revealed 6 themes regarding facilitators of and barriers to women's use of digital health technology for collecting PGHD: (1) accessibility and connectivity, (2) design and functionality, (3) accuracy and credibility, (4) audience and adoption, (5) impact on community and health service, and (6) impact on health and behavior. Leading up to the COVID-19 pandemic, the adoption of digital health tools to address women's health concerns was on a steady rise. The prominence of tools related to pregnancy and the postpartum period reflects the strong focus on reproductive health in women's health research and highlights opportunities for digital technology development in other women's health topics. Digital health technology was most acceptable when it was relevant to the target audience, was seen as user-friendly, and considered women's personalization preferences while also ensuring accuracy of measurements and credibility of information. The integration of digital technologies into clinical care will continue to evolve, and factors such as liability and health care provider workload need to be considered. While acknowledging the diversity of individual needs, the use of PGHD can positively impact the self-care management of numerous women's health journeys. The COVID-19 pandemic has ushered in increased adoption and acceptance of digital health technology. This study could serve as a baseline comparison for how this field has evolved as a result. RR2-10.2196/26110.

Artificial intelligence for the prevention and prediction of colorectal neoplasms

BackgroundColonoscopy is a useful as a cancer screening test. However, in countries with limited medical resources, there are restrictions on the widespread use of endoscopy. Non-invasive screening methods to determine whether a patient requires a colonoscopy are thus desired. Here, we investigated whether artificial intelligence (AI) can predict colorectal neoplasia.MethodsWe used data from physical exams and blood analyses to determine the incidence of colorectal polyp. However, these features exhibit highly overlapping classes. The use of a kernel density estimator (KDE)-based transformation improved the separability of both classes.ResultsAlong with an adequate polyp size threshold, the optimal machine learning (ML) models’ performance provided 0.37 and 0.39 Matthews correlation coefficient (MCC) for the datasets of men and women, respectively. The models exhibit a higher discrimination than fecal occult blood test with 0.047 and 0.074 MCC for men and women, respectively.ConclusionThe ML model can be chosen according to the desired polyp size discrimination threshold, may suggest further colorectal screening, and possible adenoma size. The KDE feature transformation could serve to score each biomarker and background factors (health lifestyles) to suggest measures to be taken against colorectal adenoma growth. All the information that the AI model provides can lower the workload for healthcare providers and be implemented in health care systems with scarce resources. Furthermore, risk stratification may help us to optimize the efficiency of resources for screening colonoscopy.

Women leaders perceived barriers and consequences of safe abortion in Rwanda: a qualitative study

BackgroundBetween 2010 and 2014, approximately 25 million unsafe abortions were performed annually across the globe. Africa alone accounted for 29% of all unsafe abortions, and 62% of the related deaths. Women living in poverty, especially adolescents, lack information about where and how to access safe abortion services. They often lack adequate insight to make informed decisions. The purpose of this study was to explore the empowered perspectives of women leaders in Rwanda about the recent policy change for safe abortion. The study identifies women leaders’ perceived barriers and their attitudes about resulting consequences toward safe abortion.MethodIn this qualitative study, seven focus group discussions and eight key informant interviews were performed in October 2019. A total of 51 women leaders participated, their age ranging from 38 to 60 years. Participants were drawn from three districts, namely Gasabo, Kicukiro, and Nyarugenge. For variability of data, participants came from parliament, government ministries, government parastatals, and civil society organizations. All interviews were conducted in Kinyarwanda and later translated into English. Data were analyzed using qualitative content analysis.ResultsThe emerging theme Strong barriers and numerous consequences of safe abortion illustrates how women leaders perceive barriers to safe abortion and its related consequences in Rwanda. The theme is divided into two categories: (1) Perceived barriers of safe abortion and (2) Consequences of providing safe abortion. The sub-categories for the first category are Reluctance to fully support safe abortion due to perceived unjustified abortions”, Abortion-related stigma, Abortion is against cultural and religious beliefs, Emotional attachment to the unborn and Lack of awareness of abortion. The sub-categories for the second category are Perceived physiological trauma, Cause for barrenness/infertility, Increase in services abuse by adolescents/women, Increase of workload for healthcare providers, “Increase in sexual activities and STIs, and Abortion-related physiological trauma.ConclusionThe subject of safe abortion evokes mixed reactions among participants, and is entangled with unsafe abortion in most cases. Participants stress that the word ‘abortion’ disturbs, regardless of whether it relates to being safe or unsafe. Participants believe the word ‘abortion’ outweighs the word ‘safe’. Societal expectations play a major role in the decision-making process of any adolescent or a family member faced with a pregnant adolescent regardless of the existing safe abortion law. Community mobilization and sensitization are crucial if safe abortion in accordance with abortion law is to be embraced. Messages that reinforce safe abortion as acceptable and address stigma, fears of trauma, and barrenness should be developed to educate adolescents, parents, and women leaders about safe abortion, to mitigate unsafe abortion-related complications.

Protection of Patient Data in Digital Oral and General Health Care: A Scoping Review with Respect to the Current Regulations

The use of digital health technologies, including telemedicine and teledentistry, has become a necessity in healthcare due to the SARS-CoV-19 pandemic. These technologies allow for the reduction of the workload of healthcare providers and the improvement of patient outcomes in cases of remote monitoring, diagnosis, and communication. While there are no doubtful benefits, there are some counterparts, such as concerns about clinical risks, data security, and privacy protection. This paper aims to review the regulations regarding the use of digital health apps and software in healthcare. This scoping review followed the PRISMA-ScR guidelines and the five-step framework of Arksey and O’Malley. Study selection was based on eligibility criteria that were defined using the population-exposure framework. The review of the articles selected (n = 24) found that the majority focused on data security policies in the healthcare industry, highlighting the need for comprehensive regulations and app control systems to protect patient data. The articles also emphasized the requirement for more appropriate research and policy initiatives to improve data security practices and better address privacy and safety challenges related to health-related apps. The review recognized that papers did not report consistent standards in professional obligation and informed consent in online medical consultations, with potential risks for data privacy, medical liabilities, and ethical issues. Digital health has already revolutionized medical service delivery through technology but faces some challenges, including the lack of standardized protocols for handling sensitive patient data and the absence of common legislative provisions, raising concerns about confidentiality and security. To address these issues and deficiencies, regulatory compliance is crucial to clarify and harmonize regulations and provide guidelines for doctors and the health system. In conclusion, regulating patient data, clarifying provisions, and addressing informed patients are critical and urgent steps in maximizing usage and successful implementation of telemedicine.

The effectiveness of tele-triage during the COVID-19 pandemic: A systematic review and narrative synthesis.

Telehealth services were used by healthcare centers during the COVID-19 pandemic in order to identify and manage patients at the forefront of the healthcare system. As one of these technologies, tele-triage refers to the assessment of a patient's health status through telephone or another means of communication and recommending treatment or providing appropriate referrals in emergency rooms and primary care offices. This study aimed to perform a systematic review of the evidence on the effectiveness of tele-triage, as one of these technologies, during the COVID-19 pandemic. Medline (via PubMed), Scopus, and Web of Science databases were searched for relevant English articles published since the pandemic's onset until December 30, 2021. Studies investigating the tele-triage's effect on patient safety, clinical outcomes, and patient satisfaction were included. Data on study characteristics, intervention characteristics, and their effects on study outcomes were extracted separately by two authors. A narrative synthesis of the included studies was ultimately performed. Out of the 6312 retrieved studies, 14 met the inclusion criteria. The tele-triage intervention was offered by an algorithm-based system in eight studies (57.14%) and by healthcare providers in six other studies (42.86%) to determine the patient's level of care. According to the results, tele-triage interventions during COVID-19 can reduce unnecessary emergency room visits (by 1.2-22.2%), improve clinical outcomes after intervention (such as would closure in diabetic feet), reduce mortality and injuries, and ensure patient satisfaction with tele-triage (53-98%). This study found that tele-triage interventions reduced unnecessary visits, improved clinical outcomes, reduced mortality, and injuries, increased patient satisfaction, reduced healthcare provider workload, improved access to primary care consultation, and increased patient safety and satisfaction. Therefore, tele-triage systems are not only suitable for providing acute and emergency care remotely but they are also recommended as an alternative tool to monitor and diagnose COVID-19.

Physicochemical and Biological Stability Assessment of SB11 (Ranibizumab Biosimilar) Under Ambient and In-Use Storage for Intravitreal Administration.

SB11 (Byooviz™) is a ranibizumab biosimilar that acts as a vascular endothelial growth factor (VEGF)-A inhibitor. Stability data for unopened SB11 vials at room temperature are limited and no data are available for SB11 withdrawn into syringes (in-use) for intravitreal administration. SB11 stability was assessed in two different settings: unopened vials stored at 30 ± 2°C/65 ± 5% relative humidity (RH) for 2months, and in-use SB11 withdrawn into syringes stored at 5 ± 3°C for 98days and then 25 ± 2°C/60 ± 5% RH for 24h. The product was stored in the absence of light, and the experimental design followed International Conference on Harmonization and European Medicines Agency requirements for stability evaluation of biological products. Analysis included visual appearance (color, clarity, and presence of visible particles), pH, protein concentration (A280) and purity (size-exclusion high-pressure liquid chromatography, capillary electrophoresis-sodium dodecyl sulfate, imaged capillary isoelectric focusing), biological activity (VEGF binding and neutralization), and safety (sub-visible particulates). Except for charge variants in unopened vials at room temperature after 1month by US standards, all results met the stability acceptance criteria (US and EU) for both unopened vials and for in-use SB11. There were no major changes in terms of physicochemical stability, biological activity and sub-visible particulates. SB11 was stable for longer periods and at higher temperatures than what is stated in the labels of the reference product (Lucentis) and SB11. The physicochemical properties, biological activity, and sub-visible particulates of SB11 in both tested settings (unopened vials at room temperature and in-use product withdrawn into syringes) were maintained under the described storage periods. This information can help to avoid unnecessary delays in patient treatment without any loss in quality and biological activity, lower the workload of health care providers and reduce costs associated with drug waste.

Code-Switching Automatic Speech Recognition for Nursing Record Documentation: System Development and Evaluation.

Taiwan has insufficient nursing resources due to the high turnover rate of health care providers. Therefore, reducing the heavy workload of these employees is essential. Herein, speech transcription, which has various potential clinical applications, was employed for the documentation of nursing records. The requirement of including only one speaker per transcription facilitated data collection and system development. Moreover, authorization from patients was unnecessary. The aim of this study was to construct a speech recognition system for nursing records such that health care providers can complete nursing records without typing or with only a few edits. Nursing records in Taiwan are mainly written in Mandarin, with technical terms and abbreviations presented in both Mandarin and English. Therefore, the training set consisted of English code-switching information. Next, transfer learning (TL) and meta-TL (MTL) methods, which perform favorably in code-switching scenarios, were applied. As of September 2021, the China Medical University Hospital Artificial Intelligence Speech (CMaiSpeech) data set was established by manually annotating approximately 100 hours of recordings from 525 speakers. The word error rate (WER) of the benchmark model of syllable-based TL was 29.54% in code-switching. The WER of the proposed model of syllable-based MTL was 22.20% in code-switching. The test set comprised 17,247 words. Moreover, in a clinical case, the proposed model of syllable-based MTL yielded a WER of 31.06% in code-switching. The clinical test set contained 1159 words. This paper has two main contributions. First, the CMaiSpeech data set-a Mandarin-English corpus-has been established. Health care providers in Taiwan are often compelled to use a mixture of Mandarin and English in nursing records. Second, an automatic speech recognition system for nursing record document conversion was proposed. The proposed system can shorten the work handover time and further reduce the workload of health care providers.

Smart Health

In recent decades, healthcare organizations around the world have increasingly appreciated the value of information technologies for a variety of applications. Three of the new technological advancements that are impacting smart health are metaverse, artificial intelligence (AI), and data science. The metaverse is the intersection of three major technologies — AI, augmented reality (AR), and virtual reality (VR). Metaverse provides new possibilities and potential that are still emerging. The increased work efficiency enabled by artificial intelligence and data science in hospitals not only improves patient care but also cuts costs and workload for healthcare providers. Artificial intelligence, coupled with machine learning, is transforming the healthcare industry. The availability of big data enables data scientists to use the data for descriptive, predictive, and prescriptive analytics. This article reviews multiple case studies and the literature on AI and data science applications in hospital administration. The article also presents unresolved research questions and challenges in the applications of the metaverse, AI, and data science in the smart health context. For researchers, in addition to providing a good synopsis of the development and applications of the metaverse, AI, and data science in the healthcare area, this article identifies possible future research directions and discusses the possibilities of the metaverse, artificial intelligence, and data science in smart health. For practitioners, this article provides both hospital decision-makers and healthcare workers with practical guidelines and a smart health management model.

On-demand use of peripheral arterial catheters outside the Intensive Care Unit: Development and retrospective evaluation of an internal protocol for insertion and management.

COVID-19 patients require frequent arterial blood gas analysis for the assessment of oxygenation status. The main objective of this research is to describe a dedicated protocol developed to standardize the insertion and management of peripheral Arterial Catheters (AC) for on-demand use, in the Emergency Department of "Maggiore" Hospital (Lodi, Italy).This strategy represents a valid alternative to repeated arterial punctures outside the intensive care unit. The crucial points of the protocol were defined: vessel selection criteria, device used, technique of insertion, choice of securement and dressing device, and procedures had been created for correct management. During April and December 2020, 50 AC were inserted, two dislocations and one malfunction were observed. No major complications (Catheter Related Bloodstream Infection, thrombosis, bleeding, pseudoaneurysms, hematoma, artery occlusion - even temporary - and skin irritation) were observed. To the authors knowledge, this is the first article describing the insertion and management of ACs for on-demand utilization outside the intensive care unit. The safe and effective use of this technique could be clinically relevant in patients requiring multiple ABG without need of invasive monitoring; it also allows the reduction of both artery sticks and workload of health care providers. However, clinical studies are needed to confirm the validity of the proposed treatment, especially the use of the most appropriate securement system and the most effective solution for locking catheters.

The feasibility of algorithm-based ECG interpretation in remote monitoring – 53,748 recordings from the Dutch HartWacht program

Abstract Background Symptom driven remote monitoring programs for cardiac arrhythmias hold great promise, but scalability is limited due to high additional workload for healthcare providers. The Dutch HartWacht arrhythmia program consists of a connected single lead ECG device operated remotely by the patient, an algorithm for classification and a dedicated team of specialized nurses and cardiologists for additional remote interpretation. Correct classification as sinus rhythm (SR) by the algorithm would reduce workload of the HartWacht team, as it makes double-checking redundant. Purpose We investigated agreement of the ECG-classification between the algorithm and the HartWacht team and determined feasibility of the algorithm to classify sinus rhythm (SR). Methods We investigated the algorithm accompanying a single lead, handheld ECG-device that is integrated in the Dutch HartWacht program. We retrospectively studied the sensitivity, specificity, positive predictive value (PPV) and negative predictive value (NPV) of the algorithm for classifying SR on home measured 30-second single lead ECGs. We included all recordings that were classified as SR by the algorithm. We used the classification of the HartWacht team as a reference standard. Results Between April 2020 and January 2021, 1,671 patients with (suspected) arrhythmias (female = 982 (59%), mean age = 58 (±15) years, participating in the HartWacht program, recorded 53,748 ECGs, of which the algorithm interpreted 35,388 (66%) as SR, 10,899 (20%) as possible AF and 7,461 (14%) as other. All recordings were also interpreted by the HartWacht team. Compared to the classification by the team, the algorithm showed a sensitivity for SR of 0.953, specificity of 0.985, PPV of 0.996 and NPV of 0.841. A total of 137 (0,3%) ECGs from 50 (2,8%) patients showed false positive outcomes, classifying recordings as SR while the HartWacht team detected arrhythmias. In 42 of those patients, arrhythmias were detected by the algorithm in other recordings within the program. The remaining 8 (0,5%) patients made a total of 14 (<0,1%) recordings with false positive outcomes without having any other recordings with arrhythmias within the HartWacht program. Conclusion For classifying SR in home measured single lead ECGs, the algorithm and the HartWacht team showed a nearly perfect agreement. The recordings without agreement did not lead to relevant individual changes in diagnostic or therapeutic strategy for the patient. Therefore, the algorithm is feasible as standalone classification. With 66% of the recordings within the HartWacht program showing SR, a corresponding workload reduction can be achieved which importantly increases scalability and cost-effectiveness of remote monitoring of arrhythmia patients. Funding Acknowledgement Type of funding sources: None.

Patient discharge from intensive care: an updated scoping review to identify tools and practices to inform high-quality care

BackgroundCritically ill patients require complex care and experience unique needs during and after their stay in the intensive care unit (ICU). Discharging or transferring a patient from the ICU to a hospital ward or back to community care (under the care of a general practitioner) includes several elements that may shape patient outcomes and overall experiences. The aim of this study was to answer the question: what elements facilitate a successful, high-quality discharge from the ICU?MethodsThis scoping review is an update to a review published in 2015. We searched MEDLINE, EMBASE, CINAHL, and Cochrane databases from 2013-December 3, 2020 including adult, pediatric, and neonatal populations without language restrictions. Data were abstracted using different phases of care framework models, themes, facilitators, and barriers to the ICU discharge process.ResultsWe included 314 articles from 11,461 unique citations. Two-hundred and fifty-eight (82.2%) articles were primary research articles, mostly cohort (118/314, 37.6%) or qualitative (51/314, 16.2%) studies. Common discharge themes across all articles included adverse events, readmission, and mortality after discharge (116/314, 36.9%) and patient and family needs and experiences during discharge (112/314, 35.7%). Common discharge facilitators were discharge education for patients and families (82, 26.1%), successful provider-provider communication (77/314, 24.5%), and organizational tools to facilitate discharge (50/314, 15.9%). Barriers to a successful discharge included patient demographic and clinical characteristics (89/314, 22.3%), healthcare provider workload (21/314, 6.7%), and the impact of current discharge practices on flow and performance (49/314, 15.6%). We identified 47 discharge tools that could be used or adapted to facilitate an ICU discharge.ConclusionsSeveral factors contribute to a successful ICU discharge, with facilitators and barriers present at the patient and family, health care provider, and organizational level. Successful provider-patient and provider-provider communication, and educating and engaging patients and families about the discharge process were important factors in a successful ICU discharge.

Preparedness for neonatal emergencies at birth and associated factors among healthcare providers working at hospitals in northwest Ethiopia: A multi-center cross-sectional study

BackgroundNeonatal mortality remains a public health concern, especially in Southern Asia and Sub-Saharan Africa. Despite substantial efforts, the neonatal mortality rate is increasing from 29 per 1000 live births in 2016 to 33 per 1000 live births in 2019 in Ethiopia. To avert this unacceptably high mortality, the healthcare provider's readiness for neonatal emergencies at birth is crucial. Hence, this study aimed to assess healthcare providers' preparedness for neonatal emergencies at birth in northwest Ethiopia. MethodsA multicenter cross-sectional study was conducted at hospitals in northwest Ethiopia from November 15/2020 to March 10/2021. A simple random sampling technique was used to select 406 study participants. Data were collected through face-to-face interviews using a structured questionnaire, and direct observation and chart review using standardized checklists. The data were then entered into EPI INFO version 7.1.2 and exported to SPSS version 25 for analysis. Both bivariable and multivariable logistic regression analyses were undertaken. The level of significance was claimed based on the adjusted odds ratio (AOR) with a 95 % confidence interval (CI) at a p-value of ≤0.05. ResultsThe proportion of healthcare providers having adequate preparedness for neonatal emergencies was 60.1% (95% CI: 55.3, 64.8). The final model analysis illustrates that healthcare providers who received neonatal resuscitation training (AOR = 2.87; 95% CI: 1.74, 7.74) and working at the general hospital (AOR = 5.2; 95% CI: 1.96, 13.8) were adequately prepared for neonatal emergencies. On the other hand, healthcare providers who complained about workload or shortage of staff (AOR = 0.41; 95% CI: 0.26, 0.66) were poorly prepared for neonatal emergencies. ConclusionIn this study, about two-fifths of the healthcare providers were inadequately prepared for neonatal emergencies at birth. Strengthening the provision of neonatal resuscitation training, deploying adequate healthcare professionals, and reducing the healthcare provider's workload would improve healthcare providers' preparedness for neonatal emergencies.

The feasibility of algorithm-based ECG interpretation in remote monitoring – 53,748 recordings from the Dutch HartWacht program

Abstract Background Symptom driven remote monitoring programs for cardiac arrhythmias hold great promise, but scalability is limited due to high additional workload for healthcare providers. The Dutch HartWacht arrhythmia program consists of a connected single lead ECG device operated remotely by the patient, an algorithm for classification and a dedicated team of specialized nurses and cardiologists for additional remote interpretation. Correct classification as sinus rhythm (SR) by the algorithm would reduce workload of the HartWacht team, as it makes double-checking redundant. Purpose We investigated agreement of the ECG-classification between the algorithm and the HartWacht team and determined feasibility of the algorithm to classify sinus rhythm (SR). Methods We investigated the algorithm accompanying a single lead, handheld ECG-device that is integrated in the Dutch HartWacht program. We retrospectively studied the sensitivity, specificity, positive predictive value (PPV) and negative predictive value (NPV) of the algorithm for classifying SR on home measured 30-second single lead ECGs. We included all recordings that were classified as SR by the algorithm. We used the classification of the HartWacht team as a reference standard. Results Between April 2020 and January 2021, 1,671 patients with (suspected) arrhythmias (female = 982 (59%), mean age = 58 (±15) years, participating in the HartWacht program, recorded 53,748 ECGs, of which the algorithm interpreted 35,388 (66%) as SR, 10,899 (20%) as possible AF and 7,461 (14%) as other. All recordings were also interpreted by the HartWacht team. Compared to the classification by the team, the algorithm showed a sensitivity for SR of 0.953, specificity of 0.985, PPV of 0.996 and NPV of 0.841. A total of 137 (0,3%) ECGs from 50 (2,8%) patients showed false positive outcomes, classifying recordings as SR while the HartWacht team detected arrhythmias. In 42 of those patients, arrhythmias were detected by the algorithm in other recordings within the program. The remaining 8 (0,5%) patients made a total of 14 (<0,1%) recordings with false positive outcomes without having any other recordings with arrhythmias within the HartWacht program. Conclusion For classifying SR in home measured single lead ECGs, the algorithm and the HartWacht team showed a nearly perfect agreement. The recordings without agreement did not lead to relevant individual changes in diagnostic or therapeutic strategy for the patient. Therefore, the algorithm is feasible as standalone classification. With 66% of the recordings within the HartWacht program showing SR, a corresponding workload reduction can be achieved which importantly increases scalability and cost-effectiveness of remote monitoring of arrhythmia patients. Funding Acknowledgement Type of funding sources: None.

Using Eye Tracking for Measuring Cognitive Workload During Clinical Simulations: Literature Review and Synthesis.

High-fidelity clinical simulations can be used by clinicians to acquire technical (physical ability and knowledge) and non-technical (cognitive and social processes) skills. Excessive cognitive workload contributes to medical errors because of the impact on both technical and non-technical skills. Many studies measure cognitive workload with psychometric instruments that limit the assessment of cognitive workload to a single time period and may involve response bias. Using eye tracking to measure task-evoked pupillary responses allows the measurement of changes in pupil diameter related to the cognitive workload associated with a specific activity. Incorporating eye tracking with high-fidelity clinical simulations provides a reliable and continuous assessment of cognitive workload. The purpose of this literature review is to summarize the use of eye-tracking technology to measure cognitive workload of healthcare providers to generate evidence-based guidelines for measuring cognitive workload during high-fidelity clinical simulations. What this manuscript adds to the body of literature is a summary of best practices related to the different methods of measuring cognitive workload, benefits and limitations of using eye tracking, and high-fidelity clinical simulation design considerations for successful integration of eye tracking.

Participants\u2019 views and experiences from setting up a shared patient portal for primary and specialist health services- a qualitative study

BackgroundRecently, there has been an increasing focus among healthcare organisations on implementing patient portals. Previous studies have mainly focussed on the experiences of patient portal use. Few have investigated the processes of deciding what content and features to make available, in particular for shared portals across healthcare domains. The aim of the study was to investigate views on content and experiences from the configuration process among participants involved in setting up a shared patient portal for primary and specialist health services.MethodsA qualitative study including 15 semi-structured interviews with persons participating in patient portal configuration was conducted from October 2019 to June 2020.ResultsWhether a shared patient portal for all the health services in the region should be established was not questioned by any of the informants. It was experienced as a good thing to have numerous participants present in the discussions on configuration, but it also was said to increase the complexity of the work. The informants considered a patient portal to be of great value for patient care, among other things because it would lead to improvements in patient follow-up and increased patient empowerment. Nevertheless, some informants advocated caution as they thought the patient portal possibly could lead to an increase in healthcare providers’ workloads and to anxiety and worries, as well as to inequality in access to health care among patients. The findings were categorized into the themes ‘A tool for increased patient involvement’, ‘Which information should be available for the patient’, ‘Concerns about increased workload’, ‘Too complex to use versus not interesting enough’, ‘Involving all services’ and ‘Patient involvement’.ConclusionsEstablishing a shared patient portal for primary and specialist health services was considered unproblematic. There was, however, variation in opinions on which content and features to include. This variation was related to concerns about increasing the workload for health care providers, causing anxiety and inequality among patients, and ensuring that the solution would be interesting enough to adopt.