Literature DB >> 25429161

Applications of Business Analytics in Healthcare.

Michael J Ward1, Keith A Marsolo2, Craig M Froehle3.   

Abstract

The American healthcare system is at a crossroads, and analytics, as an organizational skill, figures to play a pivotal role in its future. As more healthcare systems capture information electronically and as they begin to collect more novel forms of data, such as human DNA, how will we leverage these resources and use them to improve human health at a manageable cost? In this article, we argue that analytics will play a fundamental role in the transformation of the American healthcare system. However, there are numerous challenges to the application and use of analytics, namely the lack of data standards, barriers to the collection of high-quality data, and a shortage of qualified personnel to conduct such analyses. There are also multiple managerial issues, such as how to get end users of electronic data to employ it consistently for improving healthcare delivery, and how to manage the public reporting and sharing of data. In this article, we explore applications of analytics in healthcare, barriers and facilitators to its widespread adoption, and how analytics can help us achieve the goals of the modern healthcare system: high-quality, responsive, affordable, and efficient care.

Entities:  

Keywords:  analytics; healthcare; information technology

Year:  2014        PMID: 25429161      PMCID: PMC4242091          DOI: 10.1016/j.bushor.2014.06.003

Source DB:  PubMed          Journal:  Bus Horiz        ISSN: 0007-6813


  38 in total

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Authors:  Diane J Skiba
Journal:  Nurs Educ Perspect       Date:  2011 Sep-Oct

2.  Escaping the EHR trap--the future of health IT.

Authors:  Kenneth D Mandl; Isaac S Kohane
Journal:  N Engl J Med       Date:  2012-06-14       Impact factor: 91.245

3.  Predicting emergency department inpatient admissions to improve same-day patient flow.

Authors:  Jordan S Peck; James C Benneyan; Deborah J Nightingale; Stephan A Gaehde
Journal:  Acad Emerg Med       Date:  2012-09       Impact factor: 3.451

4.  The eMERGE Network: a consortium of biorepositories linked to electronic medical records data for conducting genomic studies.

Authors:  Catherine A McCarty; Rex L Chisholm; Christopher G Chute; Iftikhar J Kullo; Gail P Jarvik; Eric B Larson; Rongling Li; Daniel R Masys; Marylyn D Ritchie; Dan M Roden; Jeffery P Struewing; Wendy A Wolf
Journal:  BMC Med Genomics       Date:  2011-01-26       Impact factor: 3.063

5.  Towards falls prevention: a wearable wireless and battery-less sensing and automatic identification tag for real time monitoring of human movements.

Authors:  Damith C Ranasinghe; Roberto L Shinmoto Torres; Alanson P Sample; Joshua R Smith; Keith Hill; Renuka Visvanathan
Journal:  Conf Proc IEEE Eng Med Biol Soc       Date:  2012

Review 6.  The potential use of radio frequency identification devices for active monitoring of blood glucose levels.

Authors:  Bert Moore
Journal:  J Diabetes Sci Technol       Date:  2009-01

7.  e-Measures: insight into the challenges and opportunities of automating publicly reported quality measures.

Authors:  Terhilda Garrido; Sudheen Kumar; John Lekas; Mark Lindberg; Dhanyaja Kadiyala; Alan Whippy; Barbara Crawford; Jed Weissberg
Journal:  J Am Med Inform Assoc       Date:  2013-07-05       Impact factor: 4.497

8.  Using Web and social media for influenza surveillance.

Authors:  Courtney D Corley; Diane J Cook; Armin R Mikler; Karan P Singh
Journal:  Adv Exp Med Biol       Date:  2010       Impact factor: 2.622

Review 9.  Clinical genomics in the world of the electronic health record.

Authors:  Keith Marsolo; S Andrew Spooner
Journal:  Genet Med       Date:  2013-07-11       Impact factor: 8.822

10.  The NEI/NCBI dbGAP database: genotypes and haplotypes that may specifically predispose to risk of neovascular age-related macular degeneration.

Authors:  Hong Zhang; Margaux A Morrison; Andy Dewan; Scott Adams; Michael Andreoli; Nancy Huynh; Maureen Regan; Alison Brown; Joan W Miller; Ivana K Kim; Josephine Hoh; Margaret M Deangelis
Journal:  BMC Med Genet       Date:  2008-06-09       Impact factor: 2.103

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  13 in total

1.  A Business Analytics Software Tool for Monitoring and Predicting Radiology Throughput Performance.

Authors:  Stephen Jones; Seán Cournane; Niall Sheehy; Lucy Hederman
Journal:  J Digit Imaging       Date:  2016-12       Impact factor: 4.056

2.  Improving Health Care Management in Hospitals Through a Productivity Dashboard.

Authors:  Miguel Pestana; Ruben Pereira; Sérgio Moro
Journal:  J Med Syst       Date:  2020-03-12       Impact factor: 4.460

Review 3.  Surgical data science - from concepts toward clinical translation.

Authors:  Lena Maier-Hein; Matthias Eisenmann; Duygu Sarikaya; Keno März; Toby Collins; Anand Malpani; Johannes Fallert; Hubertus Feussner; Stamatia Giannarou; Pietro Mascagni; Hirenkumar Nakawala; Adrian Park; Carla Pugh; Danail Stoyanov; Swaroop S Vedula; Kevin Cleary; Gabor Fichtinger; Germain Forestier; Bernard Gibaud; Teodor Grantcharov; Makoto Hashizume; Doreen Heckmann-Nötzel; Hannes G Kenngott; Ron Kikinis; Lars Mündermann; Nassir Navab; Sinan Onogur; Tobias Roß; Raphael Sznitman; Russell H Taylor; Minu D Tizabi; Martin Wagner; Gregory D Hager; Thomas Neumuth; Nicolas Padoy; Justin Collins; Ines Gockel; Jan Goedeke; Daniel A Hashimoto; Luc Joyeux; Kyle Lam; Daniel R Leff; Amin Madani; Hani J Marcus; Ozanan Meireles; Alexander Seitel; Dogu Teber; Frank Ückert; Beat P Müller-Stich; Pierre Jannin; Stefanie Speidel
Journal:  Med Image Anal       Date:  2021-11-18       Impact factor: 13.828

4.  Deployment of Analytics into the Healthcare Safety Net: Lessons Learned.

Authors:  David Hartzband; Feygele Jacobs
Journal:  Online J Public Health Inform       Date:  2016-12-28

Review 5.  Scoping review and bibliometric analysis of Big Data applications for Medication adherence: an explorative methodological study to enhance consistency in literature.

Authors:  Salvatore Pirri; Valentina Lorenzoni; Giuseppe Turchetti
Journal:  BMC Health Serv Res       Date:  2020-07-24       Impact factor: 2.655

6.  The information imperative: to study the impact of informational discontinuity on clinical decision making among doctors.

Authors:  Naveen R Gowda; Atul Kumar; Sanjay K Arya; Vikas H
Journal:  BMC Med Inform Decis Mak       Date:  2020-07-28       Impact factor: 2.796

7.  People management: from the intuitive process to People Analytics.

Authors:  Quevellin Alves Dos Santos
Journal:  Einstein (Sao Paulo)       Date:  2018-06-21

8.  An Automated Dashboard to Improve Laboratory COVID-19 Diagnostics Management.

Authors:  Emma Maury; Marc-Olivier Boldi; Gilbert Greub; Valérie Chavez; Katia Jaton; Onya Opota
Journal:  Front Digit Health       Date:  2021-12-06

9.  It's Just (Academic) Business: A Use Case in Improving Informatics Operations with Business Intelligence.

Authors:  Leslie D McIntosh; Connie Zabarovskaya; Mary Uhlmansiek
Journal:  AMIA Jt Summits Transl Sci Proc       Date:  2015-03-25

Review 10.  The path from big data analytics capabilities to value in hospitals: a scoping review.

Authors:  Pierre-Yves Brossard; Etienne Minvielle; Claude Sicotte
Journal:  BMC Health Serv Res       Date:  2022-01-31       Impact factor: 2.655

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