Literature DB >> 33500755

Big Data and Digital Solutions: Laying the Foundation for Cardiovascular Population Management CME.

Khurram Nasir1,2, Zulqarnain Javed1,2, Safi U Khan3, Stephen L Jones2, Julia Andrieni4.   

Abstract

There are huge gaps in evidence-based cardiovascular care at the national, organizational, practice, and provider level that can be attributed to variation in provider attitudes, lack of incentives for positive change and care standardization, and observed uncertainty in clinical decision making. Big data analytics and digital application platforms-such as patient care dashboards, clinical decision support systems, mobile patient engagement applications, and key performance indicators-offer unique opportunities for value-based healthcare delivery and efficient cardiovascular population management. Successful implementation of big data solutions must include a multidisciplinary approach, including investment in big data platforms, harnessing technology to create novel digital applications, developing digital solutions that can inform the actions of clinical and policy decision makers and relevant stakeholders, and optimizing engagement strategies with the public and information-empowered patients.
© 2020 Houston Methodist Hospital Houston, Texas.

Entities:  

Keywords:  big data; learning system model; population health

Year:  2020        PMID: 33500755      PMCID: PMC7812845          DOI: 10.14797/mdcj-16-4-272

Source DB:  PubMed          Journal:  Methodist Debakey Cardiovasc J        ISSN: 1947-6108


  39 in total

Review 1.  Translating evidence into population health improvement: strategies and barriers.

Authors:  Steven H Woolf; Jason Q Purnell; Sarah M Simon; Emily B Zimmerman; Gabriela J Camberos; Amber Haley; Robert P Fields
Journal:  Annu Rev Public Health       Date:  2015-01-12       Impact factor: 21.981

Review 2.  The Learning Healthcare System: Where are we now? A systematic review.

Authors:  Andrius Budrionis; Johan Gustav Bellika
Journal:  J Biomed Inform       Date:  2016-09-28       Impact factor: 6.317

Review 3.  Clinical decision support alert appropriateness: a review and proposal for improvement.

Authors:  Allison B McCoy; Eric J Thomas; Marie Krousel-Wood; Dean F Sittig
Journal:  Ochsner J       Date:  2014

4.  Why general practitioners do not implement evidence: qualitative study.

Authors:  A C Freeman; K Sweeney
Journal:  BMJ       Date:  2001-11-10

Review 5.  Reasons For Physicians Not Adopting Clinical Decision Support Systems: Critical Analysis.

Authors:  Saif Khairat; David Marc; William Crosby; Ali Al Sanousi
Journal:  JMIR Med Inform       Date:  2018-04-18

Review 6.  Public and Population Health Informatics: The Bridging of Big Data to Benefit Communities.

Authors:  Roland Gamache; Hadi Kharrazi; Jonathan P Weiner
Journal:  Yearb Med Inform       Date:  2018-08-29

Review 7.  Using a network organisational architecture to support the development of Learning Healthcare Systems.

Authors:  Maria T Britto; Sandra C Fuller; Heather C Kaplan; Uma Kotagal; Carole Lannon; Peter A Margolis; Stephen E Muething; Pamela J Schoettker; Michael Seid
Journal:  BMJ Qual Saf       Date:  2018-02-05       Impact factor: 7.035

8.  Health Care and Precision Medicine Research: Analysis of a Scalable Data Science Platform.

Authors:  Jacob McPadden; Thomas Js Durant; Dustin R Bunch; Andreas Coppi; Nathaniel Price; Kris Rodgerson; Charles J Torre; William Byron; Allen L Hsiao; Harlan M Krumholz; Wade L Schulz
Journal:  J Med Internet Res       Date:  2019-04-09       Impact factor: 5.428

Review 9.  An overview of clinical decision support systems: benefits, risks, and strategies for success.

Authors:  Reed T Sutton; David Pincock; Daniel C Baumgart; Daniel C Sadowski; Richard N Fedorak; Karen I Kroeker
Journal:  NPJ Digit Med       Date:  2020-02-06

10.  Financial Toxicity in Atherosclerotic Cardiovascular Disease in the United States: Current State and Future Directions.

Authors:  Rohan Khera; Javier Valero-Elizondo; Khurram Nasir
Journal:  J Am Heart Assoc       Date:  2020-09-13       Impact factor: 5.501

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  1 in total

Review 1.  Implementation of Cardiometabolic Centers and Training Programs.

Authors:  Mohamad B Taha; Neha Rao; Muthiah Vaduganathan; Miguel Cainzos-Achirica; Khurram Nasir; Kershaw V Patel
Journal:  Curr Diab Rep       Date:  2022-03-22       Impact factor: 4.810

  1 in total

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