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Why Probability Is the Key to Profit in the Digital Social Big-Data Age

10 Detailed Case Studies + Big Data & Analytics’ New Digital Divide + How to Think Like a Data Scientist Book Review: Numbers Rule Your World/Kaiser Fung

Why Probability Is the Key to Profit in the Digital Big-Data Age[UPDATED] Step inside a data scientist’s mind, and learn why probability is the key to profit and how it’s the key to understanding and using big data for better decision making. This fascinating and useful book clearly shows how people misunderstand probability and misuse statistics—and therefore big data—and how the knowledge gap leads to faulty models, thinking and decisions. New winners and losers are emerging in the digital social and big-data age. A new digital divide, people who think like data scientists and use probability to support decision making—and everyone else. The data science group will outperform, and Fung shows how creative, fun and useful data science is.

This book is a perfect twin to Duncan Watts’ Everything Is Obvious* Once You Know the Answer, which exposes how common sense pervades management decisions and failure. I shall refer to several specific connections between the […]

Big Data in Healthcare and Education: Two Examples

Big Data in Healthcare and EducationBig Data in Healthcare and Education shares how U.S. and UK government agencies used big data & analytics to help evolve national policy and outcomes. These examples are useful because they show the range of big data projects; the U.S. example is simple, yet it has profound impact on the health of the citizenry and therefore on the economy. The UK example is more involved and shows in depth how organizations can use big data to address expensive programs that are full of unknowns—like national education.

This post shares my notes from a recent Deloitte Dbriefs webcast, Analytics in Action, which you may watch and download its slides. The webcast was moderated by Steve Dahl, and David Weir and Haris Irshad presented the examples.

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Hightech and U.S. Healthcare Transformation

Healthcare social businessHightech and U.S. Healthcare Transformation recaps The Future of Healthcare: How Technology is Enabling New Models of Healthcare Delivery, which was cosponsored by Katten Muchin Rosenmann and the Illinois Technology Association. The seminar featured five panelists with various points of view: two CEOs of healthcare start-ups, one venture capitalist, one healthcare management consultant and a healthcare attorney.

The consensus was that, at long last, U.S. healthcare is going to progress beyond the waiting room; a perfect storm of market forces and technology enablement has created the conditions for significant reform. Regulations are balancing privacy, protections and digitization, and start-ups are attacking pockets of inefficiency, often through mobile applications and cloud solutions. Technology empowers patients and providers because information is increasingly available real-time. Information enables patients to be more aware of their health as well as the ramifications of their decisions, and it can improve collaboration between provider and patient.

Government is a major change agent; the U.S. taxpayer is footing a higher and higher bill, and healthcare has absorbed all wage gains for many years now, effectively preventing Americans from improving their quality of life. Read on for my notes […]

U.S. Healthcare Transformation: Glimpses of Reform

healthcareU.S. healthcare transformation has been the subject of innumerable conferences, debates and programs for many years, and social business will play a large role. Reducing cost without sacrificing quality of care has become the common goal, so I believe social business will be a key lever because social technologies dramatically reduce the cost of collaboration.

I have monitored healthcare reform for many years, and I sense that various factions, players and special interests are finally realizing that they must change. “Obamacare,” the protracted poor economy and a rapidly aging population are forcing many players out of their comfort zones.

I attended two events last week that provided interesting glimpses from behind the curtain, so I’ll share my notes here. One conference was co-sponsored by Baker & McKenzie and Deloitte, and the other was held at the University of Chicago Booth School of Business.

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Catch Social Media Leaders [Social Business Team Building]

Catch Social Media Leaders [Social Business Team Building] case3[UPDATED] Catch Social Media Leaders applies to organizations with very conservative cultures—banks, insurers, healthcare, governments, B2B firms, and professional services to name a few—that have sat on the sidelines and now feel nervous because they are so far behind. In 2013, digital marketing and firm executives are thinking about building their internal teams to provide more continuity and scale, so here I’ll show how firms can use strategy and best practices to outperform rivals across the social business life cycle.

Catch Social Media Leaders is the third of the five-part social business team building series The series describes team building in the context of various scenarios in which firms build social business capability, step by step, while investing wisely. Social Business Strategy Use Cases outlines and compares all five use cases while Social Business Team Building gives general guidance for how to create social business teams as well as recommendations for what characteristics leaders have, so I recommend reading them, too.

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Transforming U.S. Health Care via Consumer Empowerment

Regina Herzlinger Keynotes Chicago Healthcare Executives Forum 35th Anniversary

Five-Point Prescription for U.S. Health Care—Involving Patients

healthcareCHEF Chicago’s hospital executives listened raptly to Dr. Regina Herzlinger‘s impassioned message for transforming U.S. health care at their 35th anniversary celebration this month at the J.W. Marriott in Chicago. Dr. Herzlinger is respected and renowned for her message, so there were few surprises. The most distinctive element of her point of view is her strategy for taking a retail-led approach to transforming health care. She is very market- and consumer-focused, which is refreshing because it relies on the market and customers at least as much as the government. “Who Killed Health Care?” is her latest book, and she is a regular advisor to federal and state government officials.

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CDC Social Business Case Study

CDC’s social media experience shows how powerful social business can be when the organization is aligned with peer-to-peer sharing (word of mouth). Moreover, budget limits and their public focus compel them to rely people to educate each other with CDC information. […]

Healthcare Social Business Case Study in Virtual Worlds

Dave Taylor of Imperial College London discusses his extensive experience with using virtual worlds to deliver business value.. good practices for Second Life […]

Social Networks Reach Puberty: 2009 Miami Social Networking Conference Shows Broad Enterprise Case Studies

Twitter and Facebook Top of Mind | #snc2009 | Awaiting Discovery: The Nascent Power of Weak Ties and Small Touches

Design 4What a difference a year makes! The Social Networking Conference debuted several years ago as a forum for social networking sites and vendors, with enterprise clients few and far between. Miami 2009 took place January 22-23, 2009 at the Miami Beach Convention Center, and it was a veritable enterprise 2.0 conference. Many of the presenters hailed from enterprise-focused high technology vendors, but they spoke as social networking practitioners. The good practices they shared reflected the maturation of social networks. Don’t get me wrong, we are still in early days, but it was obvious to see that social networks would be completely mainstream this year. Enterprise-focused vendors provided additional evidence by explaining some of the new social network features in their offerings.

Social Networking Watch’s Mark Brooks gave an overview of key trends, while jetBlue’s Morgan Johnston and IBM’s Adam Christensen drove home the message that companies could be rewarded for trusting their customers in social networks. Ford’s Scott Monty, Sun’s Lou Ordorica and Microsoft’s Marty Collins shared how they were using […]

Consumer Disruptors: Healthcare Web 2.0 Innovator Case Study

How Consumer-Generated Content Is Contributing to Transparency in Healthcare

Healthcare Social BusinessHealthcare systems worldwide are criticized for falling short of expectations, and countries like the U.S. which feature aging populations, are rapidly approaching a crisis. Demand and cost will grow, but the system as currently structured will certainly break down unless radical changes are made. Web 2.0’s disruptive potential can be part of the remedy: we need to introduce much more accountability and collaboration into all parts of the system. We need to change the paternalistic attitudes that pervade the system, treat patients as active participants and encourage everyone to be more accountable. This series introduces healthcare Web 2.0 innovators.

Business Drivers

Consumer-directed healthcare is an attempt to decrease U.S. healthcare costs by giving healthcare consumers (patients) a financial stake in the healthcare they access. At the consumer level, most programs consist of two parts, a high deductible health policy to protect against catastrophic expenses and a health savings account (HSA), which consumers use to pay the majority of their healthcare expenses. HSAs are tax-advantaged: in most cases, the consumer pays for healthcare cost […]