Share with your friends










Submit

Analytics Magazine

2012 predictions: banner year for big data, healthcare analytics

Headlines

The growth of “big data analytics” will outpace all other areas of analytics in 2012 according to the International Institute of Analytics’ (IIA) annual forecast for business analytics, and the healthcare industry will see the greatest increase in the use of analytics.

IIA Director of Research Tom Davenport presented the firm’s view on the challenges and opportunities for users and vendors for 2012 during a live teleconference held in December. “There will be a marked shift in power and influence in 2012 from the CIO’s information technology (IT) function to the analyst,” Davenport says. “The need for IT and analysts to collaborate and compromise for better understanding and appreciation of each other’s challenges will drive the shift.”

According to Davenport, the continued interest in analytics among C-suite executives will be influenced by:

Opportunity: The healthcare industry will see the greatest increase in the use of analytics as providers seek more efficient and effective identification of patient safety hazards.

Growth: The pace of growth in predictive analytics in the cloud, big data and the “nuts and bolts” areas, such as data warehousing, will outpace the demand for analytical talent. Privacy considerations will be a major factor in the evolution of big data analysis.

Application: Social media analytics will follow a similar maturation curve to workforce analytics, merchandise analytics and price optimization, and e-commerce analytics. Big data analytics will dramatically change the 2012 technology landscape as the maturity of technologies, in-memory analytics and data appliances will make it more cost effective to handle large data sets.

Influence: The number of companies advancing along the analytical maturity curve and innovating will be directly proportional to those companies developing and executing on a complete “analytics ecosystem” strategy. Traditional corporate performance management will evolve to business process optimization applications that marry predictive/prescriptive analytics disciplines with business process engineering, process workflow orchestration and social collaboration.

Challenges: Analytics asset management will emerge as a major challenge this year. Analytics data, models, findings and recommendations are corporate assets, and these assets require continuous management in order to deliver a stable source of financial return for firms.

A broadcast of the teleconference is available for IIA members on the IIA website.

[Note: In the upcoming January/February 2012 special issue of Analytics magazine on healthcare, Davenport discusses “analytical integration in healthcare.”]

Related Articles

Headlines

ITIF: Expand computer science education to keep up with demand

Computer skills are in high demand among employers in a wide range of industries, not just tech-related fields, yet despite growing interest in the subject, a new report from the Information Technology and Innovation Foundation (ITIF) finds that too few U.S. students are taking quality computer science classes at the high school and university levels. ITIF makes the case for public action to support and maintain the groundswell of interest in computer science and capture the economic and social benefits that will come from fostering a more highly skilled workforce. Read more →

Report outlines benefits of data-driven customer experiences

According to a new report by Forbes Insights and SAS, “Data Elevates the Customer Experience: New Ways of Discovering and Applying Customer Insights,” the benefits of brands evolving to data-driven customer experiences (data-driven CX) are wide-ranging. The study notes data-driven methods enhance revenue generation and enable cost reduction, as well as accelerate process efficiencies and quality improvements. Read more →

Debunking myths about harm from artificial intelligence

Artificial intelligence (AI) holds great promise for economic growth and social progress, but pervasive, inaccurate myths about hypothetical harms could encourage policymakers to retard further innovation in the technology, according to a new report from the Information Technology and Innovation Foundation (ITIF). ITIF, a leading tech policy think tank, makes the case that policymakers should actively support further development and use of artificial intelligence if we want society to reap the myriad benefits it has to offer. Read more →

Report: Technology rarely used to detect fraud

Technology is an important tool to help companies fight fraud, but many are not succeeding in using data analytics as a primary tool for fraud detection. Meanwhile, fraudsters are leveraging technology to perpetrate fraud, according to a new report by KPMG International, “Global Profiles of the Fraudster.” Read more →

CAP® EXAM SCHEDULE

CAP® Exam computer-based testing sites are available in 700 locations worldwide. Take the exam close to home and on your schedule:


 
For more information, go to 
https://www.certifiedanalytics.org.