Page 60 - Fortune-November 01, 2018
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company’s capacity to reinvent its business
                                                                       and sustain revenue growth. Over long pe-
                                                                       riods, the majority of shareholder returns of
                                                                       high performers are driven by such growth.
                                                                       However, consistently delivering growth is
                                                                       especially challenging for larger companies,
         A Global Hunt for                                             which can no longer rely on startup-like
                                                                       momentum to sustain their performance.
         the Next Decade’s                                             Our goal is to create a new tool for manag-
                                                                       ers to measure and shape growth potential.
         Champions                                                     Signs of future strength

                                                                        The Future 50 are the exceptions—the
                                                                       established public companies with the best
         TO FIND THE FUTURE 50, WE SCOUR TODAY’S DATA TO
                                                                       long-term growth outlook. Our index is
          IDENTIFY TOMORROW’S TOP PERFORMERS. AFTER A                  based on two pillars: a “top-down” market
          PROMISING DEBUT, WE’VE EXPANDED OUR SEARCH TO                view of growth potential, and a “bottom-
          COVER THE WORLD. BY MARTIN REEVES                            up” assessment of a firm’s capacity to
                                                                       deliver growth. (See below for details on
                                                                       our methodology.)
                                                                         To assess capacity, we focused on four
                                                                       dimensions: strategy, technology and
                                                                       investments, people, and structure. We
                                                                       identified dozens of theories that predict
                                                                       long-term performance, based on research
         IT’S A DISCLAIMER FAMILIAR TO ANY INVESTOR, but it’s perhaps truer now  and academic study. Then we tested them,
         than ever: Past performance is no guarantee of future success.  leveraging a wide range of financial and
         Technological changes have accelerated the rate of competition: New  nonfinancial data. In the nonfinancial
         challengers are rising faster than ever, and incumbent leaders are fall-  realm, we used natural language process-
         ing just as fast. At BCG, our research shows that for large companies,  ing algorithms to parse companies’ annual
         there is now less correlation than there used to be between past and  reports and SEC filings, searching for
         future financial and competitive performance over multiple years.  indicators of a firm’s strategic thinking
           The tools business leaders use, however, have not yet caught up to  on dimensions such as long-term focus; a
         this reality. CEOs may pride themselves on being “forward-looking”  broader sense of purpose beyond financial
         (and the very best ones are called “visionaries”), yet the metrics com-  returns; and “biological thinking”—for
         monly used to judge the state of a business (for example, profitability,  example, embracing complexity and being
         revenue growth, and stock performance) are inherently retrospective.  adaptive. Finally, we used a machine-
         In other words, CEOs are looking into the proverbial rearview mirror  learning model to test the predictive power
         when they really need binoculars.                             of these factors, retaining only those with a
           That’s why last year BCG and Fortune created the Future 50. Our in-  demonstrated impact on long-term growth.
         dex is forward-looking, in the sense that it aims to measure vitality—a  Vitality operates over long periods and




         THE FUTURE 50 METHODOLOGY                   50% of a company’s  tion of its market value  for their ability to pre-
                                                   score is based on mar-  that is not attributable  dict growth over the
                                                   ket potential—defined  to the earnings stream  following five years.
         To identify the Future 50, BCG examined 1,100  as its expected future  from its existing busi-  These factors fall into
         publicly traded companies with at least $20 billion  growth as determined  ness model.  four categories:
         in market value or $10 billion in revenue in the 12  by financial markets.  The other 50% is
                                                                                            Strategy: Our A.I.
         months through the end of 2017. A company’s final  This is assessed by  based on a company’s  algorithm relies on
                                                   calculating the pres-
                                                                       capacity to deliver
         score represents its outperformance across the  ent value of its growth  against this potential.  natural language pro-
         following metrics when compared with peers of a  opportunities, which  This score comprises  cessing to detect a
         similar size. (See Fortune.com for more details.)  represents the propor-  17 factors, selected  company’s strate-




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