The nature of change.

There is little doubt that health care is facing change. The conventional view of change, based on evolution, is that it is slow, gradual, and generally an evenly paced system change. Unfortunately, it is much more uneven, being burstlike, unpredictable, and, in fact, steplike. This pattern is called punctuated equilibrium, which is well illustrated by the metaphorical picture of the Devil's Staircase. These features call for a reassessment of how to cope with change. In addition to detecting change, responding to it and preparing for it require some understanding of the role of experimentation because the evolution algorithm is simple: experimentation, selection, and replication. Experimentation in radiology forms a continuum ranging from modifying traits to developing variants of diagnostic, interventional, and even new integrated services. We often describe experiments by relating their motives (ie, adaptation and innovation), but complex systems see only experiments available for selection. Experiments generating new services and business models are the important ones because they create the "subspecies" of radiology, which offers a robust set of options capable of withstanding new health care selection forces. Experimentation and selection are the prerequisites of replication (i.e., survival). It behooves radiology to combine and concatenate diversified, reactive, and innovative experiments to explore adjacent domains to expand its set of options. Just as in Darwinian evolution, major changes on the health care landscape will be at the specialty, ie, species and subspecies levels, rather than at the individual specialty trait level. Radiology needs a strong set of "subspecies" to succeed in selection to enhance evolution and allow replication.

[1]  P. A. Futreal,et al.  Intratumor heterogeneity and branched evolution revealed by multiregion sequencing. , 2012, The New England journal of medicine.

[2]  Robert M Wachter,et al.  Why diagnostic errors don't get any respect--and what can be done about them. , 2010, Health affairs.

[3]  C. Handy The age of unreason , 1989 .

[4]  R. Kanter The change masters : innovation and entrepreneurship in the American corporation , 1984 .

[5]  M. Coye,et al.  Healing Humankind One Patient at a Time , 2012 .

[6]  Jim Collins,et al.  Great by Choice: Uncertainty, Chaos, and Luck – Why Some Thrive Despite Them All , 2011 .

[7]  Robert H. Austin,et al.  An analogy between the evolution of drug resistance in bacterial communities and malignant tissues , 2011, Nature Reviews Cancer.

[8]  L. Muroff,et al.  Culture shift: an imperative for future survival. , 2013, Journal of the American College of Radiology : JACR.

[9]  M. Porter,et al.  Critical Truths About Power Laws , 2012, Science.

[10]  Andrew M. K. Brown,et al.  Variable Clonal Repopulation Dynamics Influence Chemotherapy Response in Colorectal Cancer , 2013, Science.

[11]  Duncan J Watts,et al.  A simple model of global cascades on random networks , 2002, Proceedings of the National Academy of Sciences of the United States of America.

[12]  Norman J Beauchamp,et al.  Scenario planning. , 2011, Journal of the American College of Radiology : JACR.

[13]  Max H. Bazerman,et al.  ¿Cuán (poco) ético es usted?: Los buenos ejecutivos muchas veces toman decisiones poco éticas -y ni siquiera se dan cuenta. , 2003 .

[14]  Rebecca S Lewis,et al.  A portrait of interventional radiologists in the United States. , 2005, AJR. American journal of roentgenology.

[15]  Per Bak,et al.  How Nature Works: The Science of Self‐Organized Criticality , 1997 .

[16]  F. Reichheld The one number you need to grow. , 2003, Harvard business review.

[17]  Andrew S. Grove,et al.  Only the Paranoid Survive: How to Exploit the Crisis Points that Challenge Every Company and Career , 1996 .

[18]  Nassim Nicholas Taleb,et al.  The Black Swan: The Impact of the Highly Improbable , 2007 .

[19]  E. Rogers Diffusion of Innovations , 1962 .

[20]  Dieter R Enzmann,et al.  Radiology's value chain. , 2012, Radiology.

[21]  P. Gertler,et al.  Trends in hospital consolidation: the formation of local systems. , 2003, Health affairs.

[22]  Peter Schwartz,et al.  The Art of the Long View: Planning for the Future in an Uncertain World , 1996 .