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Short on Analytics Talent? Seven Tips to Help Your Company Thrive

Companies are having a tough time finding the data scientists they need — they just aren’t being trained fast enough to meet market demand. While it may be challenging to keep ambitious analytics projects in development without employees with the necessary skill sets, that doesn’t mean those projects need to halt altogether. Sam Ransbotham offers seven tips for making progress when you don’t have enough analytics talent on board.

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Online “Chatter Data” is Big Data Gold

Brands are extremely interested in finding out what people are talking about on Twitter and Facebook — what’s known in the industry as “chatter data.” This is a kind of real-time knowledge that Facebook, for one, has the ability to capture — and share. Blake Chandlee, vice president of global partnerships at Facebook, says that Facebook is working with brands such as Procter & Gamble and Unilever to help them understand their consumers through this detailed social data.

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Coming Soon: Doctors As Data Analysts

At the Big Data Innovation Summit, Kaiser’s John Mattison detailed his expectations for the future of health care. He envisions a data-driven system that relies on genetic data in combination with personal data from the patient regarding exposures and lifestyle to help physicians predict health risks. But he also warned that companies have a great deal of work to do to meet the challenges of health care’s digital transformation.

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For BASF, Sustainability Is a Catalyst

Risk mitigation drove chemical giant BASF to adopt a sustainability focus, initiating a chain reaction that transformed not only the company’s product lines, but its corporate culture. The company’s vice president of sustainability strategy, Dirk Voeste, explains the step-by-step process that BASF undertook to produce a company-wide shift in this massive organization’s mindset.

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The Sustainability Insurgency: Missives from the Frontlines, Part 1

Emma Stewart, Autodesk’s head of sustainability, says that social intelligence helps CSR advocates in the company win colleagues’ buy-in. “In order to be a legitimized contributor to the business, you have to be as smart or smarter about your customers or other stakeholders as other business units,” Stewart says. The use of social intelligence, such as systematically calling on leading customers and “market-shapers” such as regulators, supports CSR managers’ ability to create a sustainability business case.

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Image courtesy of Flickr user Frank Hebbert https://www.flickr.com/photos/f-r-a-n-k/244365325
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When an IT Project “Goes Red”

Declaring that a project everyone is excited about is in trouble can be demoralizing. But it’s exactly what can turn things around. That’s what health care insurer WellPoint found when it ran into trouble changing its provider payment system and put the project into “Status Red.” Sending the warning message up the organization ended up having a positive effect, even if team morale initially took a hit. Four steps in particular helped set a better course.

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Why Your Company Is Probably Measuring Social Media Wrong

If a teenage girl retweets you in Japan, will your video go viral in Brazil? Social business expert Jerry Kane argues that it might — because social media is a complex system, where small or seemingly unimportant factors can converge to produce large or unexpected effects. The challenge for managers in the social arena is to consider the unexpected instead of the linear “X means Y” thought processes. Managers should pay attention to four characteristics of social media that can affect outcomes.

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Interactive Tool Explores How Companies Generate Value With Social Business

The 2014 Social Business Interactive Tool explores how survey respondents say their companies are using social business to transform their organizations and get more from their social business efforts. Users can explore and customize each interactive chart by filtering and isolating the data on the fly — and create customized visualizations to share. Statistics are from the 2014 Business Global Executive Study and Research Project conducted by MIT Sloan Management Review and Deloitte.

Image courtesy of Flickr user Tristan Martin (https://www.flickr.com/photos/mukumbura/4043364183)
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Why the Non-Superstar Might Be the Most Important Team Member

Hot shots get all the attention, but other team members can be the ones who make a group really tick. “Plus/minus” analysis, which is used by some professional sports teams, lets organizations understand, through data, not just individual performance but performance in context. Research by Thomas H. Davenport details how the goal is to understand how a team performs when one person is part of the mix, and when they’re not.

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Analytical Value From Data That Cries Wolf

It’s a common assumption: errors and biases in a data set mean the data is useless. Not so fast, says Data & Analytics expert Sam Ransbotham — even data with less-than-great accuracy has its uses, if you understand how to parse it. His blog post explains how to make sense of uncertainty, and how tradeoffs between accuracy and breadth in a data set can better inform your decision-making process.

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Are Firms and Managers At Risk When Contributing to Climate Change?

At what point do corporate executives become personally liable for their companies’ failure to take action on climate change? This question is moving into focus as a trend toward holding company executives accountable for business practices and decisions that harm the public gathers steam. Climate activists look at precedents in the tobacco industry and asbestos manufacturing — including the recent conviction of Eternit’s CEO in Italy on negligence charges — as the potential basis of legal action against the fossil fuel industry’s leadership.

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Why Social Media Will Fundamentally Change Business

Of you haven’t yet jumped on the social media bandwagon, you may want to hurry up and join. Social media is not a passing fad, but a permanent, transformative technological change to how companies conduct business. Social business expert Jerry Kane explains how social media is likely to fundamentally alter the business environment in the near future.

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Are Companies Ready to Finally Kill Email?

Embracing social collaboration tools could raise productivity by 25%. So what’s the hold up? The problem is that too many companies have installed the right products and networks but have not implemented them into the fabric of how they work. “Full implementation means not only that people know how to use the new tools from a technological perspective, but that they adjust their communication,” writes Terri L. Griffith, author of The Plugged-In Manager.

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MIT Sloan Conference August 29: Growth Opportunities in Latin America and China

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August 29, 2014, MIT Sloan School faculty with expertise in Latin America, China, energy and the global economy present their research and engage in discussion with business leaders about the business challenges and growth opportunities in Latin America and China in 2014 and future. The presenters look at economic and political uncertainty, risks of deflation, fluctuating commodities prices and energy issues. They also compare and contrast the ways of doing business in both marketplaces.

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Data Analytics Makes the Transition From Novelty to Commodity

Business is nearing a tipping point in which the use of data analytics is becoming routinely adopted. While widespread adoption of analytics will mean that it offers less competitive advantage to companies, it also means that the business environment overall will change. Information systems expert Sam Ransbotham identifies four key changes that businesses need to consider now.

Image of Shanghai courtesy of Flickr user John Chandler.  https://www.flickr.com/photos/johnchandler/9268261356
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The Surprising Effectiveness of “Assembly Line” Innovation

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Unconventional approaches to innovation are speeding up new product development, making R&D faster and cheaper. In China, companies are embracing an industrialized approach to research that allows them to complete projects as much as two to five times faster than they did before. “These developments have potentially huge implications for how companies should think about global competition and whether they need to rethink and reengineer their established innovation and product development processes,” the authors write.

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How to Compensate For Overoptimistic Project Leaders

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Would you know if a project was heading off the rails? Too often, members of project teams are crossing their fingers and providing only the most hopeful updates. After reviewing 14 studies into the ways in which individuals report (and misreport) the status of information technology or software projects, the authors identified five specific areas for leaders to look out for to avoid being blindsided.

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Infographic: Social Business Driving Positive Outcomes

A key finding from the 2014 social business research report by MIT Sloan Management Review and Deloitte indicates that company values increase as “social maturity” increases. To advance in social maturity, companies should: 1) use social data to better advantage; 2) provide leadership vision for social; and 3) infuse social across the enterprise. An infographic illustrates the value derived from social, and the way socially mature companies outperform others in key areas.

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