Want to make BI pervasive? It's the culture, stupid
Corporate climate can get in the way of widespread use of business intelligence software
Computerworld - Business intelligence software may have been around for several decades, but it remains an esoteric niche in most companies, according to one analyst.
Unfriendly corporate cultures, not the BI tools or applications themselves, are preventing BI from becoming pervasive.
"The technology has been around for a long time. It's the people that often get in the way," said Dan Vessett, an analyst at IDC.
IDC recently conducted a study of 1,100 organizations in 11 countries measuring how pervasive BI is within companies, what factors helped make it more pervasive, and what "triggers" data warehousing architects and IT managers can use to the further the spread of BI in their companies.
In a speech Tuesday at Computerworld's Business Intelligence Perspectives conference in Chicago, Vessett said IDC measured BI's pervasiveness based on six factors:
- Degree of internal use. According to IDC, that figure was 48% to 50%.
- Degree of external use, or how much the company shared data with vendors or customers. Sharing BI data keeps customers loyal, Vesset said. And canny BI users in industries such as retail can sell that data to generate nontrivial revenue, he added.
- Percentage of power users in a company. The mean was 20% in surveyed companies.
- Number of domains, or subject areas, inside the data warehouse. Over five years, the average at surveyed companies grew from 11 to 28.
- Data update frequency. While real-time updates can be indicative of heavy dependence upon BI, "right-time data updates" is more important. "Daily, weekly or monthly could be sufficient," Vesset said.
- Analytical orientation, or how much the BI crunching helped large groups or the entire organization make decisions, as opposed to isolated individuals. "The fact is that most individuals and companies are not data-driven. They still rely more on experience rather than analytics," Vesset said.
According to Vesset, these factors in descending order had the most impact on BI pervasiveness:
- The Degree of training, not in the BI tools -- "the vendors do a pretty good job" -- but in the meaning of the data, what the key performance indicators mean, etc.
- Design quality, or the extent to which IT-deployed performance dashboards are able to satisfy user needs. Satisfied users will talk up the BI software, creating "BI envy" in other employees and thus helping spread the software's use. Dissatisfied users will go around IT and use Excel or some software-as-a-service applications.
- Prominence of the data governance group.
- Involvement of nonexecutive employees.
- Prominence of a performance management methodology.
Vesset also listed a number of potential "triggers" for BI projects that IT should take advantage of:
- Arrival of new executives, who, if not satisfied with the type of reports or analyses delivered, may help sponsor a new project.
- A need to comply with new legislation.
- The introduction of performance management methodology.
- Corporate reorganizations, including mergers and acquisitions.
- Changes in the organization's growth, such as when a fast-growing company slows down and then begins focusing on improving its profit margins.
Business Intelligence
- RSA brings big data analytics to security threat management
- Moving beyond Hadoop for big data needs
- Q&A: What's needed to get a big data job?
- SAS extends analytics support for unstructured data
- Time has come for chief analytics officers
- Big data brings big academic opportunities
- Finding the business value in big data is a big problem
- IT-centric enterprise BI models unsustainable, says Forrester
- For Univ. of Kentucky, SAP's HANA is 'disruptive'
- Enterprise BI models undergo radical transformation
Read more about Business Intelligence/Analytics in Computerworld's Business Intelligence/Analytics Topic Center.
- 12 iPhones Apps That Will Make You a Networking Star
- 10 Careers Robots Are Taking From You
- Big Data Gold Isn't Always Where You Would Expect It
- 6 Tips to Build Your Social Media Strategy
- A walking tour: 33 questions to ask about your company's security
- 15 social media scams
- The 7 elements of a successful security awareness program
- IT Certification Study Tips
- Register for this Computerworld Insider Study Tip guide and gain access to hundreds of premium content articles, cheat sheets, product reviews and more.
- When Application Performance is Better, Business Works Better Poor application performance can cost more than you think. In fact, Enterprise Management Associates reports that it can exceed $1 million per hour...
- The Practitioner's Guide to Data Profiling This paper considers the techniques used by data profiling tools, including reverse engineering, assessment for potential anomalies and validation of metadata and data...
- How to Effectively Realize Data Visualization Data visualization enables decision makers to understand what data really means. SAS Visual Analytics is a high-performance, in-memory solution for exploring massive amounts...
- Practical Fundamentals for Master Data Management Discover the early benefits that can be achieved by concentrating on simplifying and standardizing semantics, managing metadata and improving data quality as first...
- Live Webcast
Webinar: Create Competitive Advantage, Featuring Synchology - View Now!
- Webinar: Create Competitive Advantage, Featuring Synchology View Now!
- Software Asset Management - Program Considerations to Help Reduce Risk and Lower Costs SAM: A must have IT tool to help reduce costs and minimize business and legal risks. All Business Intelligence/Analytics White Papers | Webcasts
