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Patient Safety clinical trials

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NCT ID: NCT06259812 Active, not recruiting - Patient Safety Clinical Trials

Machine Learning Prediction of Parameters of Early Warning Scores in Intensive Care Units

AIM-PEW-ICU
Start date: May 1, 2024
Phase:
Study type: Observational

A large number of different organ functions are recorded in real time for patients being monitored in an intensive care unit. On the one hand, the measured values collected are used for continuous monitoring of vital parameters, e.g. blood pressure, heart rate and respiratory rate, but are also evaluated several times a day in conjunction with other data as part of ward rounds. In both cases, continuous monitoring from a limited number of parameters, but also in the distinct evaluation with a more extensive set of analyzable parameters, there are limitations in the evaluability even with all the care and expertise available: In continuous analysis, interpretation is limited by the restricted number of continuously recorded parameters described above. Although a large number of such measurements are possible, and at least theoretically a larger number of parameters could be measured, patient-specific limits such as patient cooperation, medical limits such as the significance of the measured values in specific situations, but also economic limits are often decisive in this context. Although accurate conclusions can be drawn from the continuous and therefore complete representation of aspects of human physiology, the limitation of the available parameters reduces the interpretability of the synthesis of different statuses. In the broader, more comprehensive assessments during visits at specific points in time, on the other hand, there are limitations due to, among other things, point recordings of individual measured values and the predefined visit times. Even if limit values are (or can be) defined for the measured data, and a consequence, e.g. a therapy step, is initiated if these values are exceeded or not reached, this alert can only be initiated retrospectively if these values are exceeded and a consequence can only be initiated retrospectively. In this situation, a pathophysiological change is already so far advanced that in many cases a compensation mechanism no longer functions adequately and turns into a decompensation situation. In this situation, the patients affected in an intensive care unit are in many cases in mortal danger. Both situations, continuous recording of a limited number of parameters and the evaluation of extensive data in the form of a snapshot could be optimized despite the limitations mentioned. Without changing the collection of data (time, scope, etc.), the possibilities for optimizing their interpretation and the consequences that can be derived from the interpretation remain. The interpretation of the data is primarily determined by the interpreters as the method of interpretation. Current approaches attempt to use machine learning (ML) methods to predict individual situations that recognize adverse events in the given data and at the same time allow alarms to be triggered pre-emptively, i.e. before a life-threatening situation occurs. Furthermore, there are already studies on the change of early warning scores in time series, which are, however, limited in their informative value for longer prediction periods.

NCT ID: NCT03837912 Active, not recruiting - Patient Safety Clinical Trials

Improving Patient Safety in Spanish Primary Care (PC) Centres

SinergiAPS
Start date: May 1, 2019
Phase: N/A
Study type: Interventional

Background: Patient safety has been defined as "the avoidance, prevention, and amelioration of adverse outcomes or injuries stemming from the processes of healthcare"[1]. It has been on the research agenda for more than two decades, but more prominently since the report 'To Err is Human'[2]. To date concern about the safety of patients in hospital settings has driven most research in the field, and the knowledge about patient safety in the primary care (PC) setting is still sparse. More emphasis on research on PC patient safety is needed because many safety incidents identified in hospitals actually originate in PC centres[3], which is where the overwhelming majority of healthcare is delivered[4]. That is especially in Spain, country with the highest PC frequentation figures in Europe, (average of 9.5 PC consultations per person per year[5]). The overall aim of this study is to develop and evaluate an intervention targeted at PC professionals to improve patient safety in PC centres by providing them with feedback on patient perceptions, experiences and outcomes of patient safety. Specific objectives: 1. To translate, cross-culturally adapt and validate the "Patient Reported Experiences and Outcomes of Safety in Primary Care" (PREOS-PC) instrument into the Spanish context. 2. To develop a feasible, acceptable, low-cost and scalable theory-based intervention targeted at PC professionals to improve patient safety in PC centres by providing them with feedback on patient perceptions, experiences, and outcomes of patient safety collected through the Spanish version of PREOS-PC. 3. To evaluate the acceptability and perceived utility of the intervention, and its effectiveness in improving safety climate, patient-reported patient safety, and reducing avoidable hospitalizations, when compared to usual care. Method/design: This study will involve 3 stages: Stage 1 (intervention development) will involve: a) qualitative study with end-users (PC providers) to explore the acceptability and utility of the proposed intervention, and potential implementation barriers; b) translation, cross-cultural adaptation and validation of the PREOS-PC survey for use in the Spanish context; c) development of the intervention components (feedback report and educational materials), and; d) development of an online tool to electronically administrate the PREOS-PC and to automatically generate and send feedback reports to PC centres. Stage 2 (piloting the intervention) will involve a feasibility study in 10 PC centres to inform refinement of the intervention and trial procedures. Stage 3 (evaluating the intervention) will involve: a) a cluster Randomized Controlled Trial to evaluate the impact of the intervention on patient safety culture, patient-reported safety experiences and outcomes, and avoidable hospital admissions, and; b) a qualitative study with PC providers to evaluate the acceptability and perceived utility of the intervention

NCT ID: NCT03545321 Active, not recruiting - Opioid Use Clinical Trials

RESPOND TO PREVENT: Stepwise Pharmacy Naloxone Study

Start date: July 9, 2019
Phase: N/A
Study type: Interventional

This multi-site study will test the efficacy of an intervention to train and equip pharmacists to provide naloxone, an overdose antidote, to patients using prescribed and illicit opioids, to improve opioid safety and prevent opioid-involved adverse events. The study will carry out a stepped-wedge, cluster randomized trial implemented over five waves, within two chain community pharmacies across four states with varying pharmacy-based naloxone distribution laws: Oregon, Washington, Massachusetts, and New Hampshire. Our specific study aims are to: 1) integrate two successful demonstration research projects into one cohesive educational program (MOON+), 2) evaluate the effectiveness of MOON + on naloxone-related outcomes, and 3) use mixed methods to further explore the impact and implementation of MOON+ and associated factors (e.g., state policy, store policy, region).

NCT ID: NCT03497221 Active, not recruiting - Enteral Nutrition Clinical Trials

Education Intervention as a Patient Safety Strategy in the Care of Nasoenteric Tube

Start date: June 3, 2017
Phase: N/A
Study type: Interventional

The safety of the patient using a nasoenteral tube depends on the constant evaluation of the nursing team. The most implemented strategies for safe practice are education interventions, however, seem insufficient to change behavior. Active methodologies may be more promising alternatives for the development of these competencies. The objective is evaluate the effect of an isolated education intervention and combined with a visual identity campaign on the safe practice in the use of nursing care to the patient in use nasoenteral tubes. The clinical trial will be carried out in 2017, in a university hospital. Two profiles of participants will be included in the study: the first one refers to the nursing technicians of the hospital areas, part of them will receive a set of interventions, and the second one refers to the patients in use nasoenteral tube, considering that the effect of intervention will be measured by assessing compliance with care routines.