Are We Making Smart Pumps Smarter?

Background: Medication errors comprise a significant proportion of medical errors, and are abundant, costly, and associated with causing harm to patients via adverse drug events. The most serious medication errors often involve IV medications. Smart pumps were developed to improve patient safety by reducing medication errors. While some studies have found that smart pumps do not decrease medication errors, most have found they are effective to some degree. It is believed that routinely analyzing data on smart pump alerts, making corresponding adjustments in the drug libraries, and analyzing those adjustments can reduce alarm fatigue, which may then decrease medication errors by resulting in less smart pump users overriding the alerts and utilizing workarounds of smart pump safety features. Objective: The objective of this study is to assess if changes made to the Indiana University Health system smart pump drug library decreased nuisance alerts by comparing the actions taken in response to alerts before and after the changes were made. Methods: For a given change made to the Indiana University Health smart pump drug library on April 1, 2016, actions taken in response to alerts corresponding to that change three months prior to and three months after the change were analyzed. The primary outcome was the percent of total alerts that were overrides. Using data from the smart pumps, the number of overrides, reprograms, cancels, and total alerts for each drug in the first and second quarter were recorded. The percentage of total alerts that were overrides, the percentage of total alerts that were reprograms, and the ratio of overrides to reprograms for each quarter were calculated. Results: Analysis was conducted on 8 drugs: carboplatin, fentanyl PCA, hydromorphone PCA, morphine PCA, morphine PCA 10-24kg, morphine PCA \u3e40kg, naloxone, and octreotide. From the first quarter to the second quarter, the percent of overrides increased for 3 drugs, but for all 3, the number of overrides and total alerts decreased. Of the 5 drugs that had a decrease in the percent of overrides, 3 had an increase in the number of overrides and total alerts. Only 2 drugs had a decrease in the percent of overrides and the number of overrides and total alerts. Statistical significance was achieved only for hydromorphone PCA and morphine PCA. The difference between the first and second quarters in the all the measured outcomes varied between the drugs. Conclusions: Forming any definitive conclusions was difficult due to the results containing a significant amount of variation. The literature suggests methods to improve smart pump usage, and improve medication safety by extension. These methods are interfacing smart pumps with computerized physician order entry, clinical decision support systems, electronic medical record/electronic medication administration record, pharmacy information systems, bar-coded medication administration, and laboratory data, as well as improving smart pump safety features compliance through education of smart pump users, leadership support, including/consulting smart pump users in drug library design, and routinely using the event log data as a component of a continuous quality improvement program. These methods are all in line with the current, trending belief that the best method for preventing medication errors is making changes to the medication use system as a whole to correct underlying systems failures instead of addressing a single point, such a smart pump alerts

High-Performance Bioinstrumentation for Real-Time Neuroelectrochemical Traumatic Brain Injury Monitoring

Traumatic brain injury (TBI) has been identified as an important cause of death and severe disability in all age groups and particularly in children and young adults. Central to TBIs devastation is a delayed secondary injury that occurs in 30–40% of TBI patients each year, while they are in the hospital Intensive Care Unit (ICU). Secondary injuries reduce survival rate after TBI and usually occur within 7 days post-injury. State-of-art monitoring of secondary brain injuries benefits from the acquisition of high-quality and time-aligned electrical data i.e., ElectroCorticoGraphy (ECoG) recorded by means of strip electrodes placed on the brains surface, and neurochemical data obtained via rapid sampling microdialysis and microfluidics-based biosensors measuring brain tissue levels of glucose, lactate and potassium. This article progresses the field of multi-modal monitoring of the injured human brain by presenting the design and realization of a new, compact, medical-grade amperometry, potentiometry and ECoG recording bioinstrumentation. Our combined TBI instrument enables the high-precision, real-time neuroelectrochemical monitoring of TBI patients, who have undergone craniotomy neurosurgery and are treated sedated in the ICU. Electrical and neurochemical test measurements are presented, confirming the high-performance of the reported TBI bioinstrumentation

Knowing where you are walking: the benefits and hazards of using theoretical roadmaps and research to guide community consultation practice

This paper progresses the 2006 Trans-Tasman Conference theme by considering 'do you know where you are walking?' and more importantly 'do you know how to get there?'. The community psychologist’s aspirations for the 'common good' anticipate outcomes such as social justice, sense of community and empowerment, and prescribe congruent values-based praxis to accomplish it. Such concepts and visions compel us to act for social change; they also enlighten the challenging decisions and processes we encounter in our personal every day walk of life. This journey can be complex as the 'doing' of community psychology often involves an emotive personal as well as professional commitment, sometimes associated with a particular political agenda. This paper considers how mapping the psychological landscape of a community, along with its history and geography, can help guide the practitioner through difficult terrain. Some of the author’s experiences are considered from theoretical perspectives including sense of community, community consultation processes, social ecology, community readiness and capacity building. These narratives illustrate how such theoretical maps can help the community psychologist to avoid walking in circles, down dead-end streets and up one-way streets while 'walking the walk'

Errors and discrepancies in the administration of intravenous infusions: a mixed methods multihospital observational study

Introduction Intravenous medication administration has traditionally been regarded as error prone, with high potential for harm. A recent US multisite study revealed few potentially harmful errors despite a high overall error rate. However, there is limited evidence about infusion practices in England and how they relate to prevalence and types of error. Objectives To determine the prevalence, types and severity of errors and discrepancies in infusion administration in English hospitals, and to explore sources of variation, including the contribution of smart pumps. Methods We conducted an observational point prevalence study of intravenous infusions in 16 National Health Service hospital trusts. Observers compared each infusion against the medication order and local policy. Deviations were classified as errors or discrepancies based on their potential for patient harm. Contextual issues and reasons for deviations were explored qualitatively during observer debriefs. Results Data were collected from 1326 patients and 2008 infusions. Errors were observed in 231 infusions (11.5%, 95% CI 10.2% to 13.0%). Discrepancies were observed in 1065 infusions (53.0%, 95% CI 50.8% to 55.2%). Twenty-three errors (1.1% of all infusions) were considered potentially harmful; none were judged likely to prolong hospital stay or result in long-term harm. Types and prevalence of errors and discrepancies varied widely among trusts, as did local policies. Deviations from medication orders and local policies were sometimes made for efficiency or patient need. Smart pumps, as currently implemented, had little effect, with similar error rates observed in infusions delivered with and without a smart pump (10.3% vs 10.8%, p=0.8). Conclusion Errors and discrepancies are relatively common in everyday infusion administrations but most have low potential for patient harm. Better understanding of performance variability to strategically manage risk may be a more helpful tactic than striving to eliminate all deviations

Integrating Emerging Areas of Nursing Science into PhD Programs

The Council for the Advancement of Nursing Science aims to “facilitate and recognize life-long nursing science career development” as an important part of its mission. In light of fast-paced advances in science and technology that are inspiring new questions and methods of investigation in the health sciences, the Council for the Advancement of Nursing Science convened the Idea Festival for Nursing Science Education and appointed the Idea Festival Advisory Committee to stimulate dialogue about linking PhD education with a renewed vision for preparation of the next generation of nursing scientists. Building on the 2010 American Association of Colleges of Nursing Position Statement “The Research-Focused Doctoral Program in Nursing: Pathways to Excellence,” Idea Festival Advisory Committee members focused on emerging areas of science and technology that impact the ability of research-focused doctoral programs to prepare graduates for competitive and sustained programs of nursing research using scientific advances in emerging areas of science and technology. The purpose of this article is to describe the educational and scientific contexts for the Idea Festival, which will serve as the foundation for recommendations for incorporating emerging areas of science and technology into research-focused doctoral programs in nursing

Classification of Arrhythmia by Using Deep Learning with 2-D ECG Spectral Image Representation

The electrocardiogram (ECG) is one of the most extensively employed signals used in the diagnosis and prediction of cardiovascular diseases (CVDs). The ECG signals can capture the heart's rhythmic irregularities, commonly known as arrhythmias. A careful study of ECG signals is crucial for precise diagnoses of patients' acute and chronic heart conditions. In this study, we propose a two-dimensional (2-D) convolutional neural network (CNN) model for the classification of ECG signals into eight classes; namely, normal beat, premature ventricular contraction beat, paced beat, right bundle branch block beat, left bundle branch block beat, atrial premature contraction beat, ventricular flutter wave beat, and ventricular escape beat. The one-dimensional ECG time series signals are transformed into 2-D spectrograms through short-time Fourier transform. The 2-D CNN model consisting of four convolutional layers and four pooling layers is designed for extracting robust features from the input spectrograms. Our proposed methodology is evaluated on a publicly available MIT-BIH arrhythmia dataset. We achieved a state-of-the-art average classification accuracy of 99.11\%, which is better than those of recently reported results in classifying similar types of arrhythmias. The performance is significant in other indices as well, including sensitivity and specificity, which indicates the success of the proposed method.Comment: 14 pages, 5 figures, accepted for future publication in Remote Sensing MDPI Journa

Real-time phase correlation based integrated system for seizure detection

This paper reports a low area, low power, integer-based digital processor for the calculation of phase synchronization between two neural signals. The processor calculates the phase-frequency content of a signal by identifying the specific time periods associated with two consecutive minima. The simplicity of this phase-frequency content identifier allows for the digital processor to utilize only basic digital blocks, such as registers, counters, adders and subtractors, without incorporating any complex multiplication and or division algorithms. In fact, the processor, fabricated in a 0.18μm CMOS process, only occupies an area of 0.0625μm2 and consumes 12.5nW from a 1.2V supply voltage when operated at 128kHz. These low-area, low-power features make the proposed processor a valuable computing element in closed loop neural prosthesis for the treatment of neural diseases, such as epilepsy, or for extracting functional connectivity maps between different recording sites in the brain.Ministerio de Economía y Competitividad TEC2016- 80923-

Using an integrated information system to reduce interruptions and the number of non-relevant contacts in the inpatient pharmacy at tertiary hospital

Patient care is provided by a multidisciplinary team of healthcare professionals intended for high-quality and safe patient care. Accordingly, the team must work synergistically and communicate efficiently. In many hospitals, nursing and pharmacy communication relies mainly on telephone calls. In fact, numerous studies have reported telephone calls as a source of interruption for both pharmacy and nursing operations; therefore, the workload increases and the chance of errors raises. This report describes the implementation of an integrated information system that possibly can reduce telephone calls through providing real-time tracking capabilities and sorting prescriptions urgency, thus significantly improving traceability of all prescriptions inside pharmacy. The research design is based on a quasi-experiment using pre-post testing using the continuous improvement approach. The improvement project is performed using a six-step method. A survey was conducted in Prince Sultan Military Medical City (PSMMC) to measure the volume and types of telephone calls before and after implementation to evaluate the impact of the new system. Beforehand of the system implementation, during the two-week measurement period, all pharmacies received 4466 calls and the majority were follow-up calls. Subsequently of the integrated system rollout, there was a significant reduction (p > 0.001) in the volume of telephone calls to 2630 calls; besides, the calls nature turned out to be more professional inquiries (p > 0.001). As a result, avoidable interruptions and workload were decreased

To Be or not to Be? A Critical Appraisal of the Welfare of Children Conceived through New Reproductive Technologies

Over three million children are believed to have been born worldwide - and over 200,000 annually - as a result of “new reproductive technologies” (NRTs). This paper provides a critical review of the proposition that children are always best-served by being born. Drawing on the specific examples of intracytoplasmic sperm injection (ICSI); multiple births; pre-implantation genetic diagnosis (PGD) and selecting the characteristics of children, and donor conception it argues that there are defensible welfare arguments for curtailing unrestricted access to NRTs. Increased and wider dialogue is proposed to encourage the implementation of practices and policies that take account of the interests of all those affected by NRTs and which command public support

Southwest Research Institute assistance to NASA in biomedical areas of the technology utilization program Final report, 1 Feb. 1969 - 24 Aug. 1970

Research progress in technology transfer by NASA Biomedical Application Tea