• Skip to main content
  • Skip to secondary menu
  • Skip to primary sidebar
  • Skip to secondary sidebar
  • Skip to footer

  • COVID-19
  • Opinion
  • Health IT
    • Behavioral Health
    • Care Coordination
    • EMR/EHR
    • Interoperability
    • Patient Engagement
    • Population Health Management
    • Revenue Cycle Management
    • Social Determinants of Health
  • Digital Health
    • Artificial Intelligence
    • Blockchain
    • Mobile Health
    • Precision Medicine
    • Telehealth
    • Wearables
  • Startups
  • M&A
  • Value-based Care
    • Accountable Care (ACOs)
    • Medicare Advantage
  • Life Sciences
  • Research

4 Barriers to Big Data Analytics in Healthcare Organizations

by Jasmine Pennic 08/09/2013 10 Comments

  • LinkedIn
  • Twitter
  • Facebook
  • Email
  • Print

84% of CIOs and other C-Suite health care executives believe that the application of big data analytics in healthcare organizations is a significant challenge, according to a survey from the eHealth Initiative and the College of Health Information Management Executives.

Key stakeholders from over 102 healthcare organizations participated in the survey conducted over a four week period from May 30 to June 28, 2013 examined the attitudes toward data use, trends in business use cases for data and analytics, the technological solutions employed by organizations, and associated challenges and barriers.

To adapt the growing volume of electronic data, healthcare organizations are increasing their focus on building a scalable plan to leverage data and predictive analytics that meets their organization’s strategic plans.

Despite the growing focus on big data and analytics, the survey identified four major barriers:

  1. Lack of appropriate trained staff (64%)
  2. Data ownership and/or governance issues (53%)
  3. Data integration (40%)
  4. Lack of funding (39%)

Other survey findings include:

  • A large majority (82%) indicated that bi-directional sharing of clinical and/or patient data with local healthcare organizations is important or very important to their organization.
  • Nearly 90 percent of respondents use analytics for revenue cycle management. The most common use case was managing accounts receivable metrics (82%), including denial rates, take back rates, claim/payment volumes and outstanding receivables.
  • Two-thirds of respondents use analytics to prevent fraud and abuse, and only 26% of respondents viewed the use of analytics for fraud and abuse as a key business area in the coming years. The most common use cases were cost trending/forecasting (38%) and care utilization analysis (35%).
  • 82% of respondents identified population health management as a key analytics business area in the coming years.
  • Quality improvement was the most commonly reported use case (90%) for analytics. Inpatient care utilization and outcomes analysis (80%) and adverse event reporting (75%), were among the most widely reported functionalities.
  • The two most common data sources were administrative data (77%) and claims based data (75%). Unstructured textual data (47%) and remote monitoring device/sensor data (31%) will likely rise in prominence in coming years as technology advances and devices become more ubiquitous.

Click here for the full survey findings

Image credit: Kevin Krejci via cc

  • LinkedIn
  • Twitter
  • Facebook
  • Email
  • Print

Tagged With: College of Health Information Management Executives, eHealth Initiative

Get in-depth healthcare technology analysis and commentary delivered straight to your email weekly

Reader Interactions

Primary Sidebar

Subscribe to HIT Consultant

Latest insightful articles delivered straight to your inbox weekly.

Submit a Tip or Pitch

Knowledge Hub

 How Top Health Plans Use AI to Save Money and Work Smarter How Top Health Plans Use AI to Save Money and Work Smarter

 How to Build Hybrid Care Models Around Remote Patient Monitoring How to Build Hybrid Care Models Around Remote Patient Monitoring

Trending

Nearly Half Of Consumers Report Their Healing has Been Directly Impacted by Difficulty Paying Medical Bills

Consumers Cite Healthcare Affordability as Biggest Concern to Paying Medical Bills

Mayo Clinic, GE HealthCare, Partner on Medical Imaging and Theranostics Innovation

Roundups: 16 Recent Strategic Digital Health Partnerships

How Telehealth Can Combat Clinician Burnout

How Telehealth Can Combat Clinician Burnout

Q/A: DocStation CEO Shares How AI Will Help Pharmacies Use the DIR Fee Changes to Their Advantage

Q/A: DocStation CEO Shares How AI Will Help Pharmacies Use the DIR Fee Changes to Their Advantage

Debunking Myths About Virtual Care to Drive Health Equity

Debunking 3 Myths About Virtual Care to Drive Health Equity

Provider AI Strategy Moves From The IT Dept. To The C-Suite

Notable Launches ChatGPT-Like Assistant for Patients

Notable Launches ChatGPT-Like Assistant for Patients

Intermountain to Replace Cerner with Epic Enterprise EHR by 2025

Intermountain to Replace Cerner with Epic Enterprise EHR by 2025

M&A: PE Firm Acquires NextGen Healthcare EHR for $1.8B

M&A: NextGen Healthcare EHR Acquired by PE Firm for $1.8B

UPMC to Replace Oracle Cerner with Epic Enterprise EHR by 2026

UPMC to Replace Oracle Cerner with Epic Enterprise EHR by 2026

Secondary Sidebar

Footer

Company

  • About Us
  • Advertise with Us
  • Reprints and Permissions
  • 2023 Editorial Calendar
  • Submit An Op-Ed
  • Contact
  • Subscribe

Editorial Coverage

  • Opinion
  • Health IT
    • Care Coordination
    • EMR/EHR
    • Interoperability
    • Population Health Management
    • Revenue Cycle Management
  • Digital Health
    • Artificial Intelligence
    • Blockchain Tech
    • Precision Medicine
    • Telehealth
    • Wearables
  • Startups
  • Value-Based Care
    • Accountable Care
    • Medicare Advantage

Connect

Subscribe to HIT Consultant Media

Latest insightful articles delivered straight to your inbox weekly

Copyright © 2023. HIT Consultant Media. All Rights Reserved. Privacy Policy |