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      |  |  | Annotated Bibliography
 
 
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      |  |  | Those works in the bibliography whose 
          titles are shown in bold type are highly recommended. Summaries of certain 
          publications have been prepared by Webber, Lindberg and Leonard. Summaries 
          of some of these works, are included in the filing cabinet section of 
          Edgeware. To read the summary where available please click on the "read 
          summary" link at the end of the annotation. Annotations presented 
          are from the above noted contributors and (those in quotations) from 
          the annotated bibliography in Kevin Kelly's book, Out of Control.
 Note that, in order to help you find publications of interest, resources 
          in this bibliography have been organized into the following categories:
 
 
 
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              | Introductions 
                to complexity. These are works for the general reader interested in learning 
                about the basics of complexity. Most are written by journalists.
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          Briggs, John. (1992). Fractals: The Patterns 
            of Chaos. New York, NY: Simon & Schuster
 (This beautiful book is the visual way into chaos theory and nonlinear 
            dynamics. It tells the story with wonderful fractal images from artists, 
            computers, nature, space, and physiology. The matching prose covers 
            basic concepts of the science in an engaging, elegant manner. You 
            will definitely be glad you added this to your collection.)
 
 
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           Capra, Fritjof. (1996). The Web of Life: 
            A New Scientific Understanding of Living Systems. New York, NY: Doubleday.
 (Tom Petzinger annotation - "Excellent laymans overview, 
            with much less anti-industrial ideology than in Capras earlier 
            The Turning Point.")
 
 
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          Gleick, J. (1987). Chaos. New York, NY: Viking 
            Penguin. 
 ("This bestseller hardly needs an introduction. Its a model 
            of science writing, both in form and content. Although a small industry 
            of chaos books has followed its worldwide success, this one is still 
            worth rereading as a delightful way to glimpse the implications of 
            complex systems.")
 
 
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          Kelly K. (1994). Out 
            of Control: The Rise of Neo-Biological Civilization. Reading, MA: 
            Addison-Wesley. 
 (This popular, insightful, and wide-ranging work pulls important new 
            pattern-building findings from fields as diverse as computer science, 
            biology, physics, and economics, relates them to the new worlds of 
            complexity, chaos theory, and post-Darwin evolution, and lays out 
            the implications for creating complex organizations and systems of 
            all types. Many of his findings are contrary to management traditions 
            and practices.) Read summary.
 
 
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          Lewin, Roger (1992). Complexity: Life At 
            The Edge Of Chaos. New York, NY: Collier Books.
 (One of the best introductions to complexity told by one of the best 
            science writers around. This work chronicles the authors search 
            for deep understanding of this developing field through fascinating 
            conversations with leading scientists in many fields - biology, computer 
            science, psychology, ecology, physics. Dont miss it.)
 
 
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          Waldrop, M. M. (1992). 
            Complexity: The Emerging Science at the Edge of Order and Chaos. New 
            York, NY: Simon & Schuster. 
 (This one of the best introductions to complexity. Told through the 
            stories of some of the leading contributors to this new scienceengineer 
            and psychologist John Holland, economist Brian Arthur, biologist Stuart 
            Kauffman, computer scientist Chris Langton. These contributors come 
            from a variety of disciplines and have come together through the Santa 
            Fe Institute.)  Read summary.
 
 
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              | The 
                science of complexity. These are works by complexity scientists which go deeper than 
                the introductory books and articles. Still, they are accessible 
                (with some work) to most readers.
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              New Article by Brian Goodwin (Spring, 1999)."From Control to Participation via a Science of Qualities."
              ReVision, Vol. 21, No. 4, 2-10.
 
              
              Brian Goodwin is a very prominent complexity scientist, with a
              strong background in biology and mathematics and a deep interest in
              health.  He is a scholar in residence at Schumacher College in the
              UK.  
              
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          Brockman, John (1995). The Third Culture: Beyond 
            the Scientific Revolution. New York, NY: Simon & Schuster.
 (Recommended by Jeffrey Goldstein. A very good compendium of leading 
            complexity (and other) approaches. Chapters by Stuart Kauffman - "Order 
            for Free," Christopher Langton - "A Dynamical Pattern," 
            Doyne Farmer - "The Second Law of Organization," Murray 
            Gell-Mann - "Plectics," Brian Goodwin - "Biology Is 
            Just a Dance.")
 
 
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          Axelrod, R. (1984). The Evolution of Cooperation. 
            New York, NY: BasicBooks.
 (This classic work was the first to suggest a guided mix of cooperative 
            and competitive behavior. Puts forth the Tit For Tat strategy and 
            establishes robust reciprocity as a key to long-term organizational 
            viability. Dont miss it!)  Read summary.
 
 
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            Gell-Mann, Murray (1994). The Quark 
              and the Jaguar: Adventures in the Simple and Complex. New York, 
              NY: W.H. Freemand and Company.
 (The story of complexity from one of its founders, a Nobel Prize 
              winner in physics and member of the Santa Fe Institute faculty.)
 
 
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            Goertzel, Ben. (1993). The Evolving 
              Mind. Langhorne, PA: Gordon and Breach.
 (Written by a mathematician and computer scientist, this book presents 
              some highly original interpretations of complex systems cutting 
              across several disciplines but winding-up in a complexity theory 
              of cognitive processes and brain functioning. Highly technical mathematical 
              constructs are put at the end of each chapter in a special appendix, 
              thereby, making the book accessible to the non-mathematician. Recommended 
              not only for its discussion of many areas of complexity science, 
              but also for its capacity in inspiring the reader to see complex 
              and nonlinear systems in a new way.)
 
 
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            Goodwin, Brian. (1994). How the 
              Leopard Changed Its Spots: The Evolution of Complexity. New York, 
              NY: Touchstone.
 (Tom Petzinger annotation - A laymans guide to how complexity 
              science may explain the forms and structures of life.")
 
 
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            Guastello, Stephen. (1995). Chaos, 
              Catastrophe, and Human Affairs: Applications of Nonlinear Dynamics 
              to Work, Organizations, and Social Evolution. Mahway, NJ: Lawrence 
              Erlbaum Associates.
 (Stephen Guastello, a professor of psychology internationally known 
              for his pioneering work in the application of nonlinear dynamics 
              to psychological research in a host of different areas including 
              organizational psychology, leadership, and design, offers a very 
              useful review of his major research. Some of the material requires 
              some element of mathematical and research methodology sophistication.)
 
 
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          Holland, John H. (1998) Emergence: From 
            Chaos to Order. Reading, MA: Helix Books
(The latest book by one of the founders 
            of complexity demonstrates how a small number of rules can generate 
            systems of great complexity and novelty. In understanding the patterns 
            generated, like in board games such as chess, Holland shows how we 
            can gain deeper understanding of complex systems in life.)
 
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          Holland, John H. (1995). Hidden Order: How 
            Adaptation Builds Complexity. Reading, MA: Helix Books.
 (Tom Petzinger annotation - "This book is pure science - no history, 
            no flag-waving - but it is startlingly clear and thoughtfully concise 
            at 172 pages. John Holland is the father of genetic algorithms....youll 
            find much more here that explains how systems adapt in both nature 
            and the man-made world.")
 
 
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          Kauffman, S. A. (August, 1991). "Antichaos and 
            Adaptation." Scientific American. 
 ("A very accessible summation of Kauffmans important major 
            ideas, with nary an equation in it. Read this one first.")
 
 
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          Kauffman, Stuart (1995). At Home in the Universe. 
            New York, NY & Oxford, England: Oxford University Press.
 (The lay persons version of The Origins of Order - fresh insights 
            into strategy making, system building from natures viewpoint. 
            Tom Petzinger annotation - "A bit daunting in spots, it goes 
            further than other books in exploring what complexity theory might 
            mean for the future of economics and organizations. And Kauffmans 
            speculations on the origins of life are thrilling.")
 
 
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          Kaye, Brian. (1989). A Random Walk Through Fractal 
            Dimensions. NY: VCH.
 (Probably the best introduction to the fascinating world of fractals, 
            moreover, it doesnt demand a mathematical background at all. 
            Wittily written, Kaye sprinkles his book with fascinating tidbits 
            of word etymology that spurs creative ideas in the reader.)
 
 
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          Lorenz, Edward. (1993). The Essence of Chaos. Seattle, 
            WA: University of Washington Press.
 (Written by the meteorologist Edward Lorenz who first discovered what 
            later was termed "chaos." Looking at chaotic systems from 
            a unique and creative perspective, Lorenz draws out the meaning of 
            such characteristics of chaotic systems as sensitive dependence on 
            initial conditions, strange attractors, aperiodicity, and stability/instability. 
            Although, this book is written for a non-mathematical audience, it 
            does require careful reading and thought. Highly recommended as a 
            work from the original "chaologist" as well as the creative 
            and original way Lorenz describes chaos.)
 
 
 
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            Merry, Uri. (1995). Coping with 
              Uncertainty: Insights from the New Sciences of Chaos, Self-Organization, 
              and Complexity. Westport, CN: Praeger Publishing. 
 (Tom Petzinger annotation - "Extremely approachable overview.")
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          Peak, David & Frame, Michael. (1994). Chaos Under 
            Control: The Art and Science of Complexity. New York, NY: W.H. Freeman.
 (One of the best introductions to complexity sciences covering the 
            whole gamut of the field including complex, adaptive systems, nonlinear 
            dynamics and chaos, fractals, cellular automata, neural nets, and 
            genetic algorithms. This book is extremely clear and well-written 
            but it does require college level mathematics. Probably has the best 
            description of the logistic map, fractals, and cellular automata in 
            the literature.)
 
 
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            Prigogine, Ilya, and Isabelle 
              Stengers. (1984). Order Out of Chaos: Mans New Dialogue with 
              Nature. New York:, NY: Bantam Books. 
 (Tom Petzinger annotation - "A compelling historical account 
              of the limitations of Newtonian science and the dynamics of complexity 
              by a Nobel laureate in chemistry, with an emphasis on thermodynamics 
              and dissipative structures." For the scientists in the crowd, 
              this is one of the works which triggered the development of the 
              science of complexity. A must read for those interested in the phenomena 
              of self-organizing systems.)
 
 
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            Arthur, W. B. (July - August, 
              1996). "Increasing Returns and the Two Worlds of Business." 
              Harvard Business Review, July-August,1996, pp. 100-109.
 (There are two worlds of business: The decreasing returns world 
              is the processing of bulk goods (the "Halls of Production") 
              and products with little incorporated knowledge; The increasing 
              returns business has to do with knowledge based-industry (the "Casino 
              of Technology") and interlinked webs of technologies. This 
              award winning author argues that different organizational orientations, 
              skills, and approaches to planning are required for these two worlds.)
 
 
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            Begun, James W. , "Chaos 
              and Complexity: Frontiers of Organization Science," Journal 
              of Management Inquiry, vol. 3, no. 4, December, 1994, pp. 329-335
 (An early call by the author for organizational theorists and practitioners 
              to tap chaos and complexity science to advance understanding of 
              life in organizaitons. James Begun is Professor of Healthcare Management 
              and Director of the Master of Healthcare Administration Program 
              at the Carlson School of Management, University of Minnesota.)
 
 
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            Caulkin, Simon (July - August, 
              1995). "Chaos Inc." Across The Board, July/August, 1996, 
              pp. 32-36.
 (An easy to read introductory article on complexity and potential 
              uses within organizations. Written for business executives.)
 
 
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          de Geus, Arie (March - April, 1997). "The 
            Living Company." Harvard Business Review, pp.51-59.
 (Has the makings of classic article. Arie de Geus explores what nature 
            can teach executives about narrowing the large gap "between the 
            average and maximum life expectancies of the corporate species." 
            Argues for supporting ideas at the margins, giving people space and 
            freedom to explore, building communities within organizations, fostering 
            collaborative learning. A book by the same name, The Living Company, 
            has just been published (1997 copyright) by the Harvard Business School 
            Press, Boston, MA.)
 
 
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          Dooley, K. (1997). "A Complex Adaptive 
            Systems Model of Organizational Change." Nonlinear Dynamics, 
            Psychology, and Life Sciences, 1 (1): pp. 69-97.
 (A highly readable and informative exploration of how organizational 
            change can be understood in terms of complex, adaptive systems theory. 
            Moreover, the author brings together the essential theories touching 
            on CAS in terms of organizational change including autopoiesis, system 
            dynamics, chaos, and self-organization (dissipative systems). Then, 
            the author presents a model of change based on a complexity framework 
            derived from work in cellular automata.)
 
 
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          Dooley, Kevin and Johnson, Timothy L. (1995). 
            "TQM, Chaos and Complexity." Human Systems Management, Vol. 
            14, pp. 287-302.
 (A superb article which explores what chaos and complexity theory 
            offer to traditional thinking about quality improvement. Includes 
            a comprehensive set of references.)
 
 
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          Eoyang, Glenda. (1997). Coping with Chaos: 
            Seven Simple Tools. Cheyenne, WY: Lagumo Corp.
 (At long last, an eminently practical book for how leaders throughout 
            all levels of organizations can apply main findings from chaos and 
            complexity theories. An organizational complexity practitioner and 
            owner of her own computer company, Glenda Eoyang provides jargon-free 
            explanations as well as specific pointers for various situations facing 
            managers based on seven principles of complex systems: 1. the Butterfly 
            Effect; 2. Boundaries; 3. Feedback Loops; 4. Fractals; 5. Attractors; 
            6. Self-organization; and, 7. Coupling. Highly recommended!)
 http://www.chaos-limited.com/order.htm
 
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            Gersick, Connie (1992). 
              "Revolutionary Change Theory: A Multilevel Exploration of the 
              Punctuated Equilibrium Paradigm." Academy of Management Review, 
              Vol. 16, No. 1, 10-36.
 (The idea that a deep structure enhances system stability over time 
              gives a novel approach to understanding resistance to change. Packaging 
              periods of major change into compact revolutions allows for isolation 
              of events for research and intervention. These paradigm changes 
              are being observed in several different areas.)
 
 
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            Goldstein, Jeffrey (1994). 
              The Unshackled Organization: Facing the Challenge of Unpredictability 
              Through Spontaneous Reorganization Portland, OR: Productivity Press.
 (This is one of the few management books on the implications of 
              complexity and nonlinear systems theory for the management of organizations. 
              It is well done and offers up the self-organization approach to 
              major change in contrast to more conventional approaches.)   
              Read summary.
 
 
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            Huber, G.P. & Glick, 
              W.H., ed. (1993). Organizational Change and Redesign: Ideas and 
              Insights for Improving Performance. New York, NY: Oxford Press.
 (Sound ideas for improving managerial performance under conditions 
              of accelerating change. Weicks chapter "Organization 
              Redesign as Improvisation" is a classic. "Downsizing and 
              Redesigning Organizations" chapter by Cameron, Freeman and 
              Mishra presents some of the first research results on downsizing 
              and redesign. A number of the findings are consistent with complexity 
              principles. This work should be on your ready reference shelf.)
 
 
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            Hurst, David K., and Zimmerman, 
              Brenda J. (December, 1994). "From Life Cycle to Ecocycle: A 
              New Perspective on the Growth, Maturity, Destruction, and Renewal 
              of Complex Systems." Journal of Management Inquiry, Vol. 3, 
              No. 4, pp. 339 - 354.
 (A fresh view of cycles of development and decline of organizations 
              which goes beyond the S curve concept. The authors, using the complexity 
              framework, explore strategies for helping organizations adapt and 
              remain relevant in light of the ecocycle metaphor.)
 
 
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            Hurst, David K. (1995). Crisis & 
              Renewal: Meeting the Challenge of Organizational Change. Boston, 
              MA: Harvard Business School Press.
 (Tom Petzinger annotation - "Fresh and insightful look at corporate 
              change through the lens of complexity, enriched with revealing historical 
              research.")
 
 
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          Katel, Peter (July, 1997). "Bordering on Chaos." 
            Wired, pp.98-107.
 (The article tells the story of 
              a Mexican cement company, Cemex, which has put complexity theory 
              in action and has grown over ten years to become the worlds 
              third largest cement company, with over 20,000 employees, and 486 
              plants.)
 
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             Kelly, Kevin, New Rules 
              for the New Economy: 10 Radical Strategies for a Connected World. 
              1998. Viking Press
 (Kelly, executive editor or Wired, offers his thoughts on making 
              your way in an economy increasingly driven by networks, providing 
              10 rules. Here are a few of them: No Harmony, All Flux; Seeking 
              Sustainable Disequilibrium; Let Go at the Top; Embrace the Swarm; 
              The Power of Decentralization. As in his previous book, Out of Control, 
              Kelly shows a remarkable ability to capture, synthesize and present 
              in memorable ways the essence of important new trends and developments 
              in science, technology, economics, and communications.)
 
 
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            Lane, D. & Maxfield, 
              R. (April, 1996). "Strategy under Complexity: Fostering Generative 
              Relationships." Long Range Planning, Vol. 29, pp.215-231."
 (Strategy in the face of complex foresight horizons is an ongoing 
              web of practices that interpret and construct the relationships 
              that comprise the world in which the organization acts. Strategy 
              and the future are discovered through generative relationships - 
              those that produce unforeseen value and new possibilities. Authors 
              provide guidance on where to look and how to foster productive generative 
              relationships. Hunch is that this article will become a classic 
              in the management literature.)  Read summary.
 
 
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          Levine, Rick; Locke, Christopher; Searls, Doc; 
            and Weinberger, David. (2000). The Cluetrain Manifesto: The end of 
            business as usual. Cambridge: Perseus Books.
 Taken from the foreward written by Thomas Petzinger, Jr.-
 
 "To rip off what rock critic Jon Landau once 
            said about Bruce Springsteen: I've seen the future of business, and 
            it's THE CLUETRAIN MANIFESTO. At first you may be tempted to hide 
            this book inside the dust jacket of CUSTOMERS.COM or something equally 
            conventional, but in time you'll see the book spreading. It will become 
            acceptable, if never entirely accepted. It will certainly become essential. 
            Why am I so sure? Because like nothing else out there, it shows us 
            how to grasp the human side of business and technology, and being 
            human, try as we might, is the only fate from which we can never escape."
 
 For a peek at the 95 theses contained in the manifesto, visit the 
            authors' web site at: http://www.cluetrain.com
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          Lewin, Roger (November 29, 1997) "Its 
            a Jungle Out There," New Scientist, pp. 30 - 34
 (A view of businesses, markets and economics as ecosystems and complex 
            systems presented by a well-known science writer. This perspective, 
            supported by examples from the business world, helps us see differently.
 
 
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          Lewin, Roger and Birute Regine. (January 
            1998). "The Soul at Work." New York, NY: Simon & Schuster.
 Like the diversity of the companies 
            that are examined in the stories of this helpful book, The Soul 
            at Work examines a wide range of methods to transform the stale 
            workplace into one of healthy change and innovation. Its exploration 
            of organizational dynamics suggests people-centered, relationship-focused 
            working environments that foster commitment and respect.
 
 
 
 
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          Lindberg, Curt & Taylor, James (Summer, 1997). 
            "From the Science of Complexity To Leading In Uncertain Times." 
            Journal of Innovative Management, pp. 22-34.
 (An article which introduces the science of complexity to managers 
            and explores the implications of the science for leadership and the 
            role of the executive.)
 
 
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            Maguire, Steve. (1997). "Strategy 
              as Design: A Fitness Landscape Framework." Cahier de Recherche. 
              CETAI (CENTRE DETUDES EN ADMINISTRATION INTERNATIONALE. HEC 
              (Ecole des Hautes Etudes Commerciales. Montreal: Universite de Montreal. 
              Another version will appear in Y. Bar-Yam (Ed.), Proceedings of 
              the International Conference on Complex Systems, Boston, MA: New 
              England Complex Systems Institute (In Press).
 (An excellent application of Kauffmans N/K Model, including 
              the concept of fitness landscapes, to corporate strategy and planning. 
              The author presents strategy as a design problem in which fitness 
              landscapes can be of assistance in evaluating the adaptive value 
              of specific strategic initiatives. The article, although technical 
              at times, is very accessible to the non-specialist. Highly recommended.)
 
 
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            McMaster, Michael D. (1995). 
              The Intelligence Advantage: Organizing for Complexity. Douglas, 
              Isle of Man: Knowledge Based Development Co., Ltd.
 ("Intelligence is the source of an organizations capacity 
              for survival." The book combines complexity theory and postmodern 
              thought to describe a new era of leadership as we move away from 
              the "iron cage" of Newtonian thinking.)
 
 
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            Nohira, Nitin & Berkley, 
              James D. (Summer, 1994). "An Action Perspective: The Crux of 
              the New Management." California Management Review, Vol. 36, 
              #4, pp. 70-92.
 (The search for rational, linear designs are not the point in a 
              non-linear world. The identification and reliance on pragmatic action 
              will suggest the direction of future actions. Designs are a part 
              of action but are not given special privilege. This article compares 
              and contrasts the design and action perspectives.)  Read summary.
 
 
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            Petzinger, Thomas, Jr. (1996, 
              1997, 1998). Various short pieces (i.e. "How Creativity Can 
              Take Wing At Edge of Chaos," "This Company Uses Sound 
              Business Rules From Mother Nature," "At Deere They Know 
              A Mad Scientist May Be A Firms Biggest Asset," "Self-Organization 
              Will Free Employees To Act Like Bosses," "How Lynn Mercer 
              Manages a Factory That Manages Itself," "June Holley Brings 
              a Touch of Italy to Appalachian Effort,""The Rise Of The 
              Small, And Other Trends To Watch This Year" ) in a column called 
              - The Front Lines. Wall Street Journal, July 12, 1996, October 18, 
              1996, January 3, 1997, March 7, 1997, October 24, 1997, November 
              21, 1997, January 9, 1998 and other dates.
 (This fine journalist from the Wall Street Journal is closely following 
              the business implications of complexity; and were lucky he 
              is because he is uncovering many useful examples and stories of 
              complexity at work.)
 
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            Stacey, Ralph D. (1992). 
              Managing the Unknowable: Strategic Boundaries Between Order and 
              Chaos in Organizations. San Francisco: Jossey-Bass Publishers.
 (Stacey maintains that the old maps are no good because we are sailing 
              through uncharted waters. It is impossible to predict long term 
              changes in the future of a system. Answers and direction emerge.)  
              Read summary.
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            Stacey, Ralph D. (1999). 
              Strategic Management & Organisational Dynamics: The Challenge 
              of Complexity. Third Edition. New York: Financial Times Prentice 
              Hall. 
 (New frameworks for sensemaking in organizational life from the 
              new sciences. Doing operations on the edge of chaos to be a creative 
              organization. One of the best works on the management and leadership 
              implications arising from the science of complexity.)
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          Stacey, Ralph D. (April, 1996). "Emerging Strategies 
            for a Chaotic Environment." Long Range Planning, Vol. 16, pp. 
            182-189.
 
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          Sweeney LB and Meadows D. The 
            Systems Thinking Playbook Durham, NH: IPSSR, 1995. 
 The Playbook is a wonderful collection of exercises that bring down-to-earth 
            some of the key insights from systems thinking. The exercises are 
            suitable for meeting starters, training sessions, and retreats. Most 
            take only a few minutes to do using common items, but the impression 
            from the learning can last forever. Extensive debrief notes will help 
            you pull out the key points.
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          Waldrop, M. Mitchell. (October - November, 
            1996). "The Trillion-Dollar Vision of Dee Hock." Fast Company, 
            pp. 75-86. 
 (Fascinating article about Dee Hock and how he used the principles 
            of distributed control, a mix of collaboration and competition, simple 
            rules, and diversity in the organization of VISA and his current drive 
            to help social, environmental and community organizations use the 
            concepts from complexity and chaos theory.)
 
 
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            Wheatley, Margaret J. (1992). 
              Leadership and the New Science: Learning About Organization from 
              an Orderly Universe. San Francisco, CA: Berrett-Koehler Publishers.
 (An examination of science and the ways it affects what we know 
              about the world and organizations; helped usher in a much greater 
              appreciation for what nature and modern science can teach us about 
              management. Work is a bit dated now and a little weak in the science.)  
              Read summary.
 
 
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            Zimmerman, Brenda J. (Spring, 1994) 
              "Chaos and Nonequilibrium: The Flip Side of Strategic Processes," 
              Organization Development Journal, pp.31-38.
 (A paper which contrasts the assumptions of equilibrium and nonequilibrium, 
              or chaos theory, and develops the implications of the two world 
              views for strategic management.)
 
 
 
           
            Zimmerman, Brenda J. and Hurst, 
              David K. (December, 1993) "Breaking The Boundaries: The Fractal 
              Organization," Journal of Management Inquiry, pp. 334-355.
 (The presentation of a fractal framework for understanding organizations, 
              in theory and practice.)
 
 
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              Elizabeth Pennisi.  (April 2000)."In Nature, Animals that Stop and Start Win the Race."
              Science, Vol. 288.
 
              
              New research shows that animals in the wild move in cycles-short
              bursts of movement followed by rest (intermittent locomotion).
              This important article explores the benefits of such a variable
              approach to movement.  This has lead physiologists to speculate
              about the value of intermittent locomotion for humans with
              compromised physiological functioning.  The consonance of these
              findings with the HeartWaves Program of Dr. Irving Dardik is
              noteworthy.  (Dr. Dardik's "The Origin of Disease and Health, Heart
              Waves: The Single Solution to Heart Rate Variability and Ischemic
              Preconditioning" is also listed here as a new article
              (Spring/Summer, 1997).
              
            
            
              
              
              Christopher R. Cole, J.D., Eugene H. Blackstone, M.Dl, Fredric J.
              Pashkow, M.D., Claire E. Snader, M.A., and Michael S. Lauer, M.D.
              (October, 1999)."Heart-Rate Recovery Immediately After Exercise as a Predictor
              of Mortality."  The New England Journal of Medicine, Vol. 341,
              No.  18, 1351-1357.
Dardik, Irving I. (Spring/Summer,1997). "The Origin 
            of Disease and Health, Heart Waves: The Single Solution to Heart Rate 
            Variability and Ischemic Preconditioning." Frontier Perspctives, Vol. 
            6, No. 2, pp18-32. 
 (This provocative article explores the concepts of the heart waves 
            and >heart rate variability as indicators of health and disease and 
            proposes a route to increase the fractal complexity, and hence health, 
            of human physiologic systems.)
 
 
 
           
            Goldberger, Ary L. (May 
              11, 1996). "Non-linear dynamics for clinicians: chaos theory, 
              fractals, and complexity at the bedside." Lancet, Vol. 347, 
              May 11, 1996, pp. 1312-1314.
 (A wonderful introductory article for medical personnel by a physician 
              who has delved deeply into human health and physiology from the 
              complexity and chaos perspectives. Suggests new definitions for 
              health and ill-health, and new diagnostic and therapeutic approaches. 
              Contains comprehensive reference list of other medically related 
              articles.)
 
 
 
          Goldberger, Ary L. (Summer, 1997). "Fractal Variability 
            Versus Pathologic Periodicity: Complexity Loss and Stereotypy In Disease." 
            > Perspectives in Biology and Medicine, Vol. 40, pp. 543-561. 
            
 (Here Goldberger develops the case that healthy physiologic 
            systems are characterized by fractal complexity, while unhealthy systems 
            are marked by highly periodic (regular) dynamics and a concomitant 
            loss of adaptability.)
 
 
 
           
            Goldberger, A. L.; Rigney, D. R.; 
              West, B. J.: "Chaos and Fractals in Human Physiology," 
              Scientific American, vol. 262, pp. 42-49
 (This pioneering work was the first to suggest 
              how developments in nonlinear dynamics and chaos theory could lead 
              to advances in our understanding of human physiology.)
 
 
 
            Goldberger, Ary L. (Summer, 1997). 
              "Fractal Variability Versus Pathologic Periodicity: Complexity Loss 
              and Stereotypy In Disease." Perspectives in Biology and Medicine, 
              Vol. 40, pp. 543-561.
 (Here Goldberger develops the case that healthy physiologic systems 
              are characterized by fractal complexity, while unhealthy systems 
              are marked by highly periodic (regular) dynamics and a concomitant 
              loss of adaptability.)
 
 
 
            Goodwin, James S. (1997) "Chaos 
              and the Limits of Modern Medicine" JAMA, vol. 278, No. 17, 
              November 5, 1997, pp. 1399-1400
 (A provocative short piece which suggests 
              that chaos and complexity theory can contribute to advancing the 
              practice of medicine by viewing people as complex systems and going 
              beyond traditional scientific medicine.)
 
 
 
            Lindberg, Curt; Herzog, Alfred; 
              Merry, Martin; Goldstein, Jeffrey. (January - February, 1998) "Life 
              at the Edge of Chaos - Health Care Applications of Complexity Science," 
              The Physician Executive, pp. 6-20
 (This article seeks to introduce health care practitioners 
              tot he science of complexity and show how it can be helpful in dealing 
              with both medical and health care organizational issues.)
 
 
 
            Lipsitz, L. A.; Goldberger, A. L. 
              (1992) "Loss of ÔComplexity and Aging: Potential Applications 
              of Fractals and Chaos Theory to Senescence" JAMA, vol. 267, 
              pp. 1806-1809
 (New views of the aging by two leading researchers suggest that 
              it is related to the loss of complex patterns in physiologic systems.)
 
 
 
            Regaldo, Antonio (1995). "A Gentle 
              Scheme for Unleashing Chaos." Science, Vol. 268, p. 1848. 
 (Report on early efforts to restore complexity to physiologic systems 
              by "small, precisely timed pertubations".)
 
 
 
            Regaldo, Antonio (1995). "A Gentle 
              Scheme for Unleashing Chaos." Science, Vol. 268, p. 1848. 
 (Report on early efforts to restore complexity to physiologic systems 
              by "small, precisely timed pertubations".)
 
 
Weibel, Ewald R. (1991). "Fractal Geometry: A 
            Design Principle For Living Organisms." American Journal of Physiology, 
            Vol. 261 (Lung Cell. Mol. Physiol. 5), pp. L361-369.
 (A fascinating article that explores the possibility that fractal 
            >geometry is a design principle in biological systems. It calls into 
            question the current view that biological structure is "precisely 
            determined by the genetic program of an organism".)
 
 
Weibel, Ewald R. (1991). "Fractal Geometry: A Design 
            Principle For >> Living Organisms." American Journal of Physiology, 
            Vol. 261 (Lung Cell. Mol. Physiol. 5), pp. L361-369.
 (A fascinating article that explores the possibility that fractal 
            geometry is a design principle in biological systems. It calls into 
            question the current view that biological structure is "precisely 
            determined by the genetic program of an organism".)
 
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              | Related 
                Organizational Works Writings which do not stem from strictly a complexity perspective,
 but which are consistent with such a perspective
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            Fishman, Charles (April - May, 1997). 
              "Change: The 10 Laws of Change That Never Change." Fast 
              Company, pp. 64-75.
 (An article which offers some lessons on organizational change primarily 
              from the perspective of the "change agent." Provides a 
              number of company examples. Many of the 10 laws (i.e., "create 
              tension, there is information in opposition, the informal network 
              is as powerful as the formal chain of command, and you get to design 
              your informal network") are consistent with complexity theory.)
 
 
 
           
            Hamel, Gary(June 23, 1997). "Killer 
              Strategies That Make Shareholders Rich." Fortune, pp.70-84.
 (A well known business consultant is now writing about the need 
              for genetic diversity, novel experiences, many connections inside 
              and outside the company, and multiple experiments as keys to successful 
              strategies.)
 
             Hock, Dee: Birth of the Chaordic Age, , 
              Berrett-Koehler Publishers, Inc. San Francisco 1999 Dee Hock, the founder and CEO Emeritus of VISA, 
              tells his engaging and wonderfully written story about the creation 
              of VISA, an international organization based more on biological 
              concepts (he calls them chaordic) than on traditional management 
              thinking. While weaving this story, a parallel one is told. It is 
              about his search for fundamental principles of healthy and more 
              natural human organizations and his personal reflections on VISA's 
              development. 
 
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            Morgan Gareth. (1997). Images 
              of Organization. second edition. Thousand Oaks, CA: Sage Publications. 
              
 (The newly revised edition of this classic work in the management 
              literature demonstrates through metaphors the multiple ways, realities 
              and dimensions of organizations. The new edition contains expanded 
              chapters, "Unfolding Logics of Change - Organization as Flux 
              and Transformation" and "Learning and Self-Organization: 
              Organizations as Brains" which deal with chaos and complexity 
              theory in organizations.)  Read 
              summary.
 
 
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            Morgan, Gareth. (1993). 
              Imaginization:The Art of Creative Management. Newbury Park, CA: 
              Sage Publications.
 (Using a variety of images and metaphors (i.e. strategic termites, 
              spider plants) the author shows how they can become powerful allies 
              in fostering innovation and dealing with real change. He makes wonderful 
              contributions to moving current organizational theory into practice.)
 
 
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            Plsek, P. E. (1997). Creativity, 
              Innovation, and Quality. Milwaukee, WI: ASQC Quality Press
 (Though not written explicitly from a complexity perspective, you 
              will find complexity concepts throughout. The book introduces DirectedCreativity, 
              taking the reader all the way from first principles to application.)
 
 
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          Pfeffer, Jeffrey (1998) The Human equation: 
            Building Profits by Putting People First. Boston, MA: Harvard 
            Business School Press   
          (This Stanford Business School professor 
            lays out the research that demonstrates that long-term organizational 
            success (including profits) is tied to management concern for employees. 
            He cites troubling evidence that conventional management wisdom is 
            often wrong and contrary to this research (excessive organizational 
            focus on costs and rewarding short-term financial results rather than 
            people management). Pfeffer believes that it takes courage for corporate 
            leaders to abandon conventional wisdom and design strategies centered 
            on employees, because this means abandoning the crowd.)
 
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            Schon, D. A. (1983). The Reflective 
              Practitioner. New York, NY: BasicBooks
 (In this classic text, adult learning and change expert Donald Schon 
              lays out his basic theories about how professionals develop new 
              skills through purposeful reflection.)
 
 
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            Stacey, Ralph D. (1999). Strategic 
              Management & Organisational Dynamics: The Challenge of Complexity. 
              Third Edition. New York: Financial Times Prentice Hall.
 (A comprehensive management text book which traces the development 
              of the field and also presents some of the authors work on 
              complexity, including the helpful certainty and agreement matrix.)
 
 
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          Wenger, Etienne (July - August, 1996). "Communities 
            of Practice: The Social Fabric of a Learning Organization." Healthcare 
            Forum Journal, pp. 20-26.
 (Some fresh ideas about how to foster genuine learning in organizations. 
            Many of the suggestions are consistent with complexity principles.)
 
 
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