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APPENDIX A


        careful not to look at absolute performance. After all, some
        industries tend to fare well even during bad times (notably food,
        alcohol and tobacco, utilities, and health care). So we looked at
        relative performance, identifying companies that outperformed
        their competitors in terms of total shareholder return and earn-
        ings before interest and taxes (EBIT) margins.
           The precise criteria for selecting outperformers varied among
        recessions owing to the different data available for the periods
        and because of the relative importance of different metrics at dif-
        ferent times. For companies in the Great Depression, we defined
        outperformers as those with a total stock return performance that
        was better than the industry average from the 1929 peak through
        the 1932 trough in the market and from the 1929 peak through
        the 1936 peak. Our Great Depression sample totaled 90 compa-
        nies—a number that accounted for around two-thirds of the
        1929 capitalization of the New York Stock Exchange.
           We defined outperformers from the 1970s and 1980s as
        those with an average EBIT margin for the period that was
        greater than the mean in their industry and with an average
        annualized total shareholder return greater than the industry
        median.  The sample comprised companies listed on the
        Standard & Poor’s (S&P) 1500 Composite Index.
           For Japan’s Lost Decade, we defined outperforming compa-
        nies as those with a greater growth in market capitalization and
        EBIT than the industry average and an increase in market share
        during the period. In order to develop a broad-based compari-
        son, we used a database of nearly 5,000 Japanese companies
        from the 1990s and early 2000s.
           Once we had compiled the list of outperformers, we took a
        deeper look at what made those companies successful. We stud-
        ied the markets in which these outperforming companies oper-



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