Literature DB >> 33633520

Big-Data Skills: Bridging the Data Science Theory-Practice Gap in Healthcare.

Diane Dolezel1, Alexander McLeod2.   

Abstract

Demand for big-data scientists continues to escalate driving a pressing need for new graduates to be more fluent in the big-data skills needed by employers. If a gap exists between the educational knowledge held by graduates and big data workplace skills needed to produce results, workers will be unable to address the big data needs of employers. This survey explores big-data skills in the classroom and those required in the workplace to determine if a skills gap exists for big-data scientists. In this work, data was collected using a national survey of healthcare professionals. Participant responses were analyzed to inform curriculum development, providing valuable information for academics and the industry leaders who hire new data talent.
Copyright © 2021 by the American Health Information Management Association.

Entities:  

Keywords:  Big data; Hadoop; SQL; Spark; analytics; curriculum; data science; nonrelational healthcare; theory-practice gap

Year:  2020        PMID: 33633520      PMCID: PMC7883353     

Source DB:  PubMed          Journal:  Perspect Health Inf Manag        ISSN: 1559-4122


  5 in total

Review 1.  Bridging the gap between research and practice: a continuing challenge.

Authors:  S Mallonee; C Fowler; G R Istre
Journal:  Inj Prev       Date:  2006-12       Impact factor: 2.399

Review 2.  What is a theory-practice gap? An exploration of the concept.

Authors:  Kathleen Greenway; Graham Butt; Helen Walthall
Journal:  Nurse Educ Pract       Date:  2018-10-13       Impact factor: 2.281

3.  Using GRADE to reduce the theory-practice gap.

Authors:  Edward Purssell
Journal:  Nurse Educ Today       Date:  2018-12-27       Impact factor: 3.442

4.  Mentoring undergraduate nursing students in research.

Authors:  Theresa A Kessler; Elise M Alverson
Journal:  Nurs Educ Perspect       Date:  2014 Jul-Aug

Review 5.  Systematic review of the application of the plan-do-study-act method to improve quality in healthcare.

Authors:  Michael J Taylor; Chris McNicholas; Chris Nicolay; Ara Darzi; Derek Bell; Julie E Reed
Journal:  BMJ Qual Saf       Date:  2013-09-11       Impact factor: 7.035

  5 in total
  1 in total

1.  FROM NASA TO HEALTHCARE: REAL-TIME DATA ANALYTICS (MISSION CONTROL) IS RESHAPING HEALTHCARE SERVICES.

Authors:  Jessica Schlicher; Matthew T Metsker; Hitul Shah; Haluk Demirkan
Journal:  Perspect Health Inf Manag       Date:  2021-10-01
  1 in total

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