The Mini-Sentinel is a pilot program that is developing methods, tools, resources, policies, and procedures to facilitate the use of routinely collected electronic healthcare data to perform active surveillance of the safety of marketed medical products, including drugs, biologics, and medical devices. The U.S. Food and Drug Administration (FDA) initiated the program in 2009 as part of its Sentinel Initiative, in response to a Congressional mandate in the FDA Amendments Act of 2007. After two years, Mini-Sentinel includes 31 academic and private organizations. It has developed policies, procedures, and technical specifications for developing and operating a secure distributed data system comprised of separate data sets that conform to a common data model covering enrollment, demographics, encounters, diagnoses, procedures, and ambulatory dispensing of prescription drugs. The distributed data sets currently include administrative and claims data from 2000 to 2011 for over 300 million person-years, 2.4 billion encounters, 38 million inpatient hospitalizations, and 2.9 billion dispensings. Selected laboratory results and vital signs data recorded after 2005 are also available. There is an active data quality assessment and characterization program, and eligibility for medical care and pharmacy benefits is known. Systematic reviews of the literature have assessed the ability of administrative data to identify health outcomes of interest, and procedures have been developed and tested to obtain, abstract, and adjudicate full-text medical records to validate coded diagnoses. Mini-Sentinel has also created a taxonomy of study designs and analytical approaches for many commonly occurring situations, and it is developing new statistical and epidemiologic methods to address certain gaps in analytic capabilities. Assessments are performed by distributing computer programs that are executed locally by each data partner. The system is in active use by FDA, with the majority of assessments performed using customizable, reusable queries (programs). Prospective and retrospective assessments that use customized protocols are conducted as well. To date, several hundred unique programs have been distributed and executed. Current activities include active surveillance of several drugs and vaccines, expansion of the population, enhancement of the common data model to include additional types of data from electronic health records and registries, development of new methodologic capabilities, and assessment of methods to identify and validate additional health outcomes of interest.

Download full-text PDF

Source
http://dx.doi.org/10.1002/pds.2343DOI Listing

Publication Analysis

Top Keywords

data
12
food drug
8
policies procedures
8
active surveillance
8
distributed data
8
data sets
8
common data
8
data model
8
health outcomes
8
outcomes interest
8

Similar Publications

This study assesses gender inequality in education and employment in BRICS (Brazil, Russia, India, China, and South Africa) countries between the 2000 and 2021, using data from the World Bank database. A descriptive data analysis was carried out as well as graphical representations to compare among countries. The results showed that that female education achieved significant success, especially at secondary and tertiary levels, through specific policies including financial support and affirmative actions.

View Article and Find Full Text PDF

Magic in a bottle? A Focused review of factor concentrates for the intraoperative treatment of acquired coagulopathy - Fibrinogen concentrate, prothrombin complex concentrate, and recombinant activated factor VII.

Best Pract Res Clin Anaesthesiol

December 2023

Department of Anesthesia and Pain Management, Sinai Health System, Women's College Hospital, University Health Network, Toronto, Ontario, Canada; Department of Anesthesiology and Pain Medicine, University of Toronto, Toronto, Ontario, Canada; Peter Munk Cardiac Centre, University Health Network, Toronto, Ontario, Canada; Interdepartmental Division of Critical Care, Department of Medicine, University of Toronto, Toronto, Ontario, Canada.

Goal-directed administration of blood components including red cells, platelets, plasma, and factor concentrates plays a critical role in the management of intraoperative coagulopathy. Increasingly commonly used, purified and recombinant factor concentrates are being recognized for their logistical advantages and potentially superior efficacy. Three- and four-factor prothrombin concentrates, fibrinogen concentrates and activated factor VII have an evolving evidence base relative to frozen plasma and cryoprecipitate.

View Article and Find Full Text PDF

Preoperative iron therapy: Where are we?

Best Pract Res Clin Anaesthesiol

December 2023

School of Medicine, The University of Western Australia, Perth, Western Australia, Australia.

Preoperative anemia affects one-third of patients undergoing major surgery and is associated with worse perioperative and postoperative outcomes; including length of hospital stay, allogeneic blood transfusion, morbidity, and mortality. Iron deficiency is the most common cause of anemia, and associative data suggests that preoperative correction of iron deficiency anemia could improve postoperative patient outcomes. However, data from randomized controlled trials (RCTs) do not appear to support the routine use of iron therapy to treat preoperative anemia.

View Article and Find Full Text PDF

How low can you go: Restrictive transfusion strategies in major surgery and physiological triggers.

Best Pract Res Clin Anaesthesiol

December 2023

Department of Anesthesia, St. Michael's Hospital, Unity Health Toronto, Toronto, Ontario, Canada; Department of Anesthesiology and Pain Medicine, University of Toronto, Toronto, Ontario, Canada; Department of Physiology, University of Toronto, Toronto, Ontario, Canada; Li Ka Shing Knowledge Institute of St. Michael's Hospital, Unity Health Toronto, Toronto, Ontario, Canada; Department of Pharmacology and Toxicology, University of Toronto, Toronto, Ontario, Canada; Institute of Medical Sciences, University of Toronto, Toronto, Ontario, Canada. Electronic address:

Anemia and red blood cell transfusion are associated with adverse outcomes. Large randomized trials have demonstrated that restrictive transfusion strategies can safely reduce patient exposure to transfusion, forming a foundational pillar of patient blood management. The restrictive transfusion thresholds in these trials ranged from 7 to 8 g/dL for different populations and this variability is reflected in recent guideline recommendations for transfusion triggers.

View Article and Find Full Text PDF

Preeclampsia and eclampsia: Enhanced detection and treatment for morbidity reduction.

Best Pract Res Clin Anaesthesiol

September 2024

Division of Maternal-Fetal Medicine, Brigham and Women's Hospital, Harvard Medical School, 75 Francis St, L1, Boston, MA, 02115, USA. Electronic address:

Preeclampsia is a life-threatening complication that develops in 2-8% of pregnancies. It is characterized by elevated blood pressure after 20 weeks of gestation and may progress to multiorgan dysfunction, leading to severe maternal and fetal morbidity and mortality. The only definitive treatment is delivery, and efforts are focused on early risk prediction, surveillance, and severity mitigation.

View Article and Find Full Text PDF

Want AI Summaries of new PubMed Abstracts delivered to your In-box?

Enter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!