Literature DB >> 35994196

Leveraging Healthcare System Data to Identify High-Risk Dyslipidemia Patients.

Nayrana Griffith1, Grace Bigham2, Aparna Sajja3, Ty J Gluckman4.   

Abstract

PURPOSE OF REVIEW: While randomized controlled trials have historically served as the gold standard for shaping guideline recommendations, real-world data are increasingly being used to inform clinical decision-making. We describe ways in which healthcare systems are generating real-world data related to dyslipidemia and how these data are being leveraged to improve patient care. RECENT
FINDINGS: The electronic medical record has emerged as a major source of clinical data, which alongside claims and pharmacy dispending data is enabling healthcare systems the ability to identify care gaps (underdiagnosis and undertreatment) in patients with dyslipidemia. Availability of this data also allows healthcare systems the ability to test and deliver interventions at the point-of-care. Real-world data possess great potential as a complement to randomized controlled trials. Healthcare systems are uniquely positioned to not only define care gaps and areas of opportunity, but to also to leverage tools (e.g., clinical decision support, case identification) aimed at closing them.
© 2022. The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature.

Entities:  

Keywords:  Artificial intelligence; Care gaps; Dyslipidemia; Electronic medical record; Healthcare systems; Real-world data

Mesh:

Year:  2022        PMID: 35994196     DOI: 10.1007/s11886-022-01767-5

Source DB:  PubMed          Journal:  Curr Cardiol Rep        ISSN: 1523-3782            Impact factor:   3.955


  45 in total

1.  A bootstrapping algorithm to improve cohort identification using structured data.

Authors:  Sasikiran Kandula; Qing Zeng-Treitler; Lingji Chen; William L Salomon; Bruce E Bray
Journal:  J Biomed Inform       Date:  2011-11-07       Impact factor: 6.317

2.  20-Year Follow-up of Statins in Children with Familial Hypercholesterolemia.

Authors:  Ilse K Luirink; Albert Wiegman; D Meeike Kusters; Michel H Hof; Jaap W Groothoff; Eric de Groot; John J P Kastelein; Barbara A Hutten
Journal:  N Engl J Med       Date:  2019-10-17       Impact factor: 91.245

3.  The relative benefits of claims and electronic health record data for predicting medication adherence trajectory.

Authors:  Jessica M Franklin; Chandrasekar Gopalakrishnan; Alexis A Krumme; Karandeep Singh; James R Rogers; Joe Kimura; Caroline McKay; Newell E McElwee; Niteesh K Choudhry
Journal:  Am Heart J       Date:  2017-12-02       Impact factor: 4.749

4.  The accuracy of using integrated electronic health care data to identify patients with undiagnosed diabetes mellitus.

Authors:  Michael L Ho; Nadine Lawrence; Carl van Walraven; Doug Manuel; Erin Keely; Janine Malcolm; Robert D Reid; Alan J Forster
Journal:  J Eval Clin Pract       Date:  2011-02-17       Impact factor: 2.431

5.  LDL-C goal attainment among patients newly diagnosed with coronary heart disease or diabetes in a commercial HMO.

Authors:  Soma S Nag; Gregory W Daniel; Michael F Bullano; Sachin Kamal-Bahl; Shiva G Sajjan; Henry Hu; Charles Alexander
Journal:  J Manag Care Pharm       Date:  2007-10

6.  Real-world cardiovascular disease burden in patients with atherosclerotic cardiovascular disease: a comprehensive systematic literature review.

Authors:  Dasha Cherepanov; Tanya G K Bentley; Wendy Hsiao; Pin Xiang; Frank O'Neill; Yi Qian; Nicole Yurgin; David Beenhouwer
Journal:  Curr Med Res Opin       Date:  2018-01-04       Impact factor: 2.580

7.  Trends in statin use and low-density lipoprotein cholesterol levels among US adults: impact of the 2001 National Cholesterol Education Program guidelines.

Authors:  Devin Mann; Kristi Reynolds; Donald Smith; Paul Muntner
Journal:  Ann Pharmacother       Date:  2008-07-22       Impact factor: 3.154

8.  Race-Sex Differences in Statin Use and Low-Density Lipoprotein Cholesterol Control Among People With Diabetes Mellitus in the Reasons for Geographic and Racial Differences in Stroke Study.

Authors:  Christopher M Gamboa; Lisandro D Colantonio; Todd M Brown; April P Carson; Monika M Safford
Journal:  J Am Heart Assoc       Date:  2017-05-10       Impact factor: 5.501

9.  Adherence to Statin Therapy Among US Adults Between 2007 and 2014.

Authors:  Lisandro D Colantonio; Robert S Rosenson; Luqin Deng; Keri L Monda; Yuling Dai; Michael E Farkouh; Monika M Safford; Kiran Philip; Katherine E Mues; Paul Muntner
Journal:  J Am Heart Assoc       Date:  2019-01-08       Impact factor: 5.501

10.  Long-term statin persistence is poor among high-risk patients with dyslipidemia: a real-world administrative claims analysis.

Authors:  Peter P Toth; Craig Granowitz; Michael Hull; Amy Anderson; Sephy Philip
Journal:  Lipids Health Dis       Date:  2019-09-16       Impact factor: 3.876

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