Abstract
Convergence offers a new universe of discovery, innovation, and application opportunities through specific theories, principles, and methods to be implemented in research, education, production, and other societal activities. Using a holistic approach with shared goals, convergence seeks to transcend existing human limitations to achieve improved conditions for work, learning, aging, physical, and cognitive wellness. This paper outlines ten key theories that offer complementary perspectives on this complex dynamic. Principles and methods are proposed to facilitate and enhance science and technology convergence. Several convergence success stories in the first part of the 21st century—including nanotechnology and other emerging technologies—are discussed in parallel with case studies focused on the future. The formulation of relevant theories, principles, and methods aims at establishing the convergence science.
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References
Abbott BP (2016) Observation of gravitational waves from a binary black hole merger. Phys Rev Lett 116(6):061102
Barone J et al (2015) Nanocrafter: design and evaluation of a DNA nanotechnology game. In: Proceedings of the 10th international conference on the foundations of digital games, Pacific Grove, CA
Buehler E et al (2015) Sharing is caring: assistive technology designs on Thingiverse. In: Proceedings of CHI 2015. ACM, New York, pp 525–534
Allaby M, Lovelock J (1984) The greening of Mars. St. Martin’s, New York
Ansip A (2016) A bright digital future for all: global cooperation to make the best of the digital economy (OECD’s Ministerial Meeting on the Digital Economy). European Community, https://ec.europa.eu/commission/2014-2019/ansip/blog/bright-digital-future-all-global-cooperation-make-best-digital-economy-oecds-ministerial-meeting_en
Atkeson A, Kehoe PJ (2007) Modeling the transition to a new economy: lessons from two technological revolutions. Am Econ Rev 97(10):64–88
Bae SH, Lim JS, Shin KM, Kim CW, Kang SK, Shin M (2013) The innovation policy of nanotechnology development and convergence for the new Korean government. J. Nanoparticle Res 15:2072
Bain AD (1963) The growth of demand for new commodities. J R Stat Soc 126(2):285–299
Bainbridge WS (2004) The evolution of semantic systems. In: Montemagno CD, Roco MC, Carlo D (eds) The coevolution of human potential and converging technologies. New York Academy of Sciences, New York, pp 150–177
Bainbridge WS (2006) Transformative concepts in scientific convergence. In: Bainbridge WS, Roco MC (eds) Progress in convergence: technologies for human wellbeing. New York Academy of Sciences, New York, pp 24–45
Bainbridge WS (2016a) Dimensions of research. In: Bainbridge WS, Roco MC (eds) Handbook of science and technology convergence. Springer, Berlin, pp 125–138
Bainbridge WS (2016b) Science and technology globalization. In: Bainbridge WS, Roco MC (eds) Handbook of science and technology convergence. Springer, Berlin, pp 621–634
Bainbridge WS, Roco MC (eds) (2006a) Managing Nano-Bio-Info-Cogno innovations: converging technologies in society. Springer, Berlin
Bainbridge WS, Roco MC (eds) (2006b) Progress in convergence: technologies for human wellbeing. New York Academy of Sciences, New York
Bainbridge WS, Roco MC (eds) (2016) Handbook of science and technology convergence. Springer, Berlin
Brynjolfsson E, McAfee A (2011) Race against the machine. Digital Frontier Press, Lexington
Burt RS (2004) Structural holes and good ideas. Am J Sociol 110:349–399
Chen HS, Roco MC (2009) Mapping nanotechnology innovations and knowledge: global and longitudinal patent and literature analysis. Springer, Berlin
Choi H-J, Montemagno C (2016) Convergence of nanotechnology and biotechnology. In: Bainbridge WS, Roco MC (eds) Handbook of science and technology convergence. Springer, Berlin, pp 253–278
Ciao J et al (2013) Implications: societal collective outcomes, including manufacturing. In: Roco MC, Bainbridge WS, Tonn B, Whitesides G (eds) Convergence of knowledge, technology and society. Springer, New York, pp 255–285
Cobb MD (2011) Creating informed public opinion: citizen deliberation about nanotechnologies for human enhancements. J Nanopart Res 13:1533–1548
Cooke NJ, Hilton ML (eds) (2015) Enhancing the effectiveness of team science. National Academies Press, Washington, DC
Córdova FA (2016) 10 big ideas for future NSF investments. National Science Foundation, Arlington, VA, www.nsf.gov/about/congress/reports/nsf_big_ideas.pdf
Crowston K (2016) Open source technology development. In: Bainbridge WS, Roco MC (eds) Handbook of science and technology convergence. Springer, Berlin, pp 475–486
D’Agostino G, Scala A (2016) Systemic interdependencies. In: Bainbridge WS, Roco MC (eds) Handbook of science and technology convergence. Springer, Berlin, pp 181–194
dos Reis C et al (2015) Crowdsourcing the general public for large scale molecular pathology studies in cancer. EBioMedicine 2:681–689
Elsby MWL, Hobijn B, Şahin A (2013) The decline of the U.S. labor share. Brook Pap Econ Act 2:1–52
Evans JH, Evans MS (2008) Religion and science: beyond the epistemological conflict narrative. Ann Rev Sociol 34:87–105
Evans DS, Gawer A (2016) The rise of the platform enterprise: a global survey. The Center for Global Enterprise, New York, NY, http://thecge.net/archived-papers/the-rise-of-the-platform-enterprise-a-global-survey/. Accessed date on Jan 2016
Fisher D (2016) Online courses. In: Bainbridge WS, Roco MC (eds) Handbook of science and technology convergence. Springer, Berlin, pp 1105–1118
Fountain JE (2016) Digital government. In: Bainbridge WS, Roco MC (eds) Handbook of science and technology convergence. Springer, Berlin, pp 781–794
Frey CB, Osborne MA (2013) The future of employment: how susceptible are jobs to computerization?. Oxford Martin, Programme on the Impacts of Future Technology, Oxford
Galesik M, Barkoczi D, Katsikopoulos K (2016) Smaller crowds outperform larger crowds and individuals in realistic task conditions. Decis Am Psychol Asso. doi:10.1037/dec0000059
Gibbon E (1776–1788) The history of the decline and fall of the Roman Empire. Seven volumes. Methuin [1896], London
Gimzewski JK, Stieg AZ, Vesna V (2016) Self-organization and emergence of dynamic systems. In: Bainbridge WS, Roco MC (eds) Handbook of science and technology convergence. Springer, Berlin, pp 163–180
Glenn JC (2016) Collective intelligence systems. In: Bainbridge WS, Roco MC (eds) Handbook of science and technology convergence. Springer, Berlin, pp 53–64
Gordon RJ (2016) The rise and fall of American growth: the U.S. standard of living since the Civil War. Princeton University Press, Princeton
Government Accountability Office (2014) GAO-14-181SP report on nanotechnology to U.S. Congress. Government Accountability Office, Washington, D.C
Granovetter MS (2005) The impact of social structure on economic outcomes. J Econ Perspect 19:33–50
Holland JH (2006) Studying complex adaptive systems. J Syst Sci Complexity 19(1):1–8
Hong J, Lambson B, Dhuey S, Bokor J (2016) Experimental test of Landauer’s principle in single-bit operations on nanomagnetic memory bits. Sci Adv. doi:10.1126/sciadv.1501492
Horgan J (1996) The end of science. Addison-Wesley, Reading
Hughes TP (1983) Networks of power: electrification in Western society, 1880–1930. Johns Hopkins University Press, Baltimore
Jevons HS (1931) The second industrial revolution. Econ J 41(161):1–18
Khatib F et al (2011) Crystal structure of a monomeric retroviral protease solved by protein folding game players. Nat Struct Mol Biol 18:1175–1177
Kleinman DL, Delborne JA, Anderson AA (2009) Engaging citizens: the high cost of citizen participation in high technology. Public Underst Sci 1:1–20
Klimeck G, McLennan M, Brophy S, Adams III G, Lundstrom M (2008) nanoHUB.org: advancing education and research in nanotechnology. IEEE Comput Eng Sci (CISE). doi:10.1109/MCSE.2008.120
Kolodner J (2016) Cyberlearning. In: Bainbridge WS, Roco MC (eds) Handbook of science and technology convergence. Springer, Berlin, pp 1007–1022
Kristal T (2013) The Capitalist machine: computerization, workers’ power, and the decline in labor’s share within U.S. industries. Am Sociol Rev 78(3):361–389
Kuhn TS (1957) The Copernican revolution. Harvard University Press, Cambridge
Kuhn TS (1962) The structure of scientific revolutions. University of Chicago Press, Chicago
Kurzweil R (1999) The age of spiritual machines: when computers exceed human intelligence. Viking/Penguin Group, New York
Landauer R (1961) Irreversibility and heat generation in the computing process. IBM J V(x):183–191
Launius RD (2016) Space exploration. In: Bainbridge WS, Roco MC (eds) Handbook of science and technology convergence. Springer, Berlin, pp 635–650
Lesk M (2016) The convergence of curation. In: Bainbridge WS, Roco MC (eds) Handbook of science and technology convergence. Springer, Berlin, pp 95–112
Levin SA (2005) Self-organization and the emergence of complexity in ecological systems. Bioscience 55(12):1075–1079
Lindtner S (2014) Hackerspaces and the internet of things in China: how makers are reinventing industrial production, innovation, and the self. China Inf 28(2):145–167
Linkov I, Gisladottir V, Wood MD (2016) Decision making in a convergent society. In: Bainbridge WS, Roco MC (eds) Handbook of science and technology convergence. Springer, Berlin, pp 113–124
Lintott C et al (2011) Galaxy Zoo 1: data release of morphological classifications for nearly 900 000 galaxies. Mon Not R Astron Soc 410(1):166–178
Lipscomb D (1995) Women in systematics. Annu Rev Ecol Syst 26:323–341
Lovelock JE, Margulis L (1974) Atmospheric homeostasis by and for the biosphere: the Gaia hypothesis. Tellus 26(1–2):2–10
Lux Research (2015) Update to 2014 research effort concerning nanotechnology R&D spending, revenues and related information. New York, October 2015
Madhavan K, Zentner M, Klimeck G (2013) Learning and research in the cloud. Nat Nanotechnol 8:786–789. doi:10.1038/nnano.2013.231
Markus ML, Topi H (2015) Big data, big decisions for science, society, and business. ACM Digital Library, New York
Mason RM (2016) Institutional transformation. In: Bainbridge WS, Roco MC (eds) Handbook of science and technology convergence. Springer, Berlin, pp 847–860
Massey DS (2002) A brief history of human society: the origin and role of emotion in social life: 2001 presidential address. Am Sociol Rev 67(1):1–29
McCoy VE et al (2016) The “Tully monster” is a vertebrate. Nature 532:496–499
Meade N, Islam T (1998) Technological forecasting—model selection, model stability, and combining models. Manag Sci 44(8):1115–1130
Merton RK (1970) Science, technology and society in seventeenth-century England. Harper and Row, New York
Mervis J (2016) NSF director unveils big ideas. Science 352(6287):755–756
Murday J (2016) Norms and standards of learning. In: Bainbridge WS, Roco MC (eds) Handbook of science and technology convergence. Springer, Berlin, pp 1089–1104
National Research Council (2014) Convergence: facilitating transdisciplinary integration of life sciences, physical sciences, engineering, and beyond. National Academies Press, Washington DC
Nef JU (1943) The industrial revolution reconsidered. J Econ Hist 3(1):1–31
Oden TJ (2016) Modeling and simulation. In: Bainbridge WS, Roco MC (eds) Handbook of science and technology convergence. Springer, Berlin, pp 139–148
OECD (2015) Biotechnology, nanotechnology and other converging technologies working group, Paris, France. www.innovationpolicyplatform.org/oecd-working-party-bio-nano-and-converging-tech-bnct-0
Ogburn WF (1922) Social change with respect to culture and original nature. Huebsch, New York
Olds J (2016) Cognitive technology. In: Bainbridge WS, Roco MC (eds) Handbook of science and technology convergence. Springer, Berlin, pp 227–238
Oliva A, Teng S (2016) Cognitive society. In: Bainbridge WS, Roco MC (eds) Handbook of science and technology convergence. Springer, Berlin, pp 743–754
Olson GM (2016) Collaboratories. In: Bainbridge WS, Roco MC (eds) Handbook of science and technology convergence. Springer, Berlin, pp 391–400
OSTP (March 29 2012) Big data research and development initiative. Washington, www.whitehouse.gov/sites/default/files/microsites/ostp/big_data_press_release_final_2.pdf
Pass J, Harrison AA (2016) Astrosociology. In: Bainbridge WS, Roco MC (eds) Handbook of science and technology convergence. Springer, Berlin, pp 545–558
Peck JC (2016) Bio-cognitive evolution. In: Bainbridge WS, Roco MC (eds) Handbook of science and technology convergence. Springer, Berlin, pp 43–52
Poole E, Bernard J-T (1992) Defense innovation stock and total factor productivity. Can J Econ 25(2):438–452
Porter JH et al (2009) New eyes on the world: advanced sensors for ecology. Bioscience 59(5):385–397
Powell WW, Snellman K (2004) The knowledge economy. Ann Rev Sociol 30:199–220
Rejeski D, Pauwels E, Koo J (2016) Science and technology forecasting. In: Bainbridge WS, Roco MC (eds) Handbook of science and technology convergence. Springer, Berlin, pp 149–162
Roco MC (2002) Coherence and divergence of megatrends in science and engineering. J Nanopart Res 4:9–19
Roco MC (2008) Possibilities for global governance of converging technologies. J Nanopart Res 10:11–29
Roco MC (2011) The long view of nanotechnology development: the National Nanotechnology initiative at 10 years. J Nanopar Res 13:427–445
Roco MC (2016a) Principles and methods that facilitate convergence. In: Bainbridge WS, Roco MC (eds) Handbook of science and technology convergence. Springer, Berlin, pp 17–42
Roco MC (2016b) Convergence-divergence process. In: Bainbridge WS, Roco MC (eds) Handbook of science and technology convergence. Springer, Berlin, pp 79–94
Roco MC (2016c) NBIC. In: Bainbridge WS, Roco MC (eds) Handbook of science and technology convergence. Springer, Berlin, pp 209–226
Roco MC, Bainbridge WS (eds) (2001) Societal implications of nanoscience and nanotechnology. In: Kluwer, Dordrecht (Mihail C. Roco and WSB)
Roco MC, Bainbridge WS (eds) (2002) Converging technologies for improving human performance: integrating from the nanoscale, J Nanoparticle Res 4:281–295
Roco MC, Bainbridge WS (eds) (2003) Converging technologies for improving human performance. Kluwer, Dordrecht
Roco MC, Bainbridge WS (eds) (2006a) Nanotechnology: societal implications–maximizing benefit for humanity. Springer, Berlin, (Mihail C. Roco and WSB)
Roco MC, Bainbridge WS (eds) (2006b) Nanotechnology: societal implications–individual perspectives. Springer, Berlin, (Mihail C. Roco and WSB)
Roco MC, Bainbridge WS (2013) The new world of discovery, invention, and innovation: convergence of knowledge, technology, and society. J Nanopart Res 15(1946):17
Roco MC, Montemagno CD (eds) (2004) The coevolution of human potential and converging technologies. New York Academy of Sciences, New York
Roco MC, Williams RS, Alivisatos P (eds) (2000) Nanotechnology research directions: vision for the next decade. National Science and Technology Council, Washington, DC, http://www.wtec.org/loyola/nano/IWGN.Research.Directions/). Kluwer Academic Publ. (now Springer), Dordrecht
Roco MC, Mirkin CA, Hersam MC (eds) (2011) Nanotechnology research directions for societal needs in 2020. Springer, Dordrecht
Roco MC, Bainbridge WS, Tonn B, Whitesides G (eds) (2013) Convergence of knowledge, technology and society. Springer, New York
Schumacher EF (1973) Small is beautiful. Blond and Briggs, London
Segerstrale U (2016) Consilience. In: Bainbridge WS, Roco MC (eds) Handbook of science and technology convergence. Springer, Berlin, pp 65–78
Sharp P, Jacks T, Hockfield S (eds) (2016) Convergence: the future of health. MIT, Cambridge
SIA, SRC (2015) Rebooting the information technology revolution. Report sponsored by NSF, www.nsf.gov/crssprgm/nano/reports/2015-0901_RITR%20WEB%20version%20FINAL_39p.pdf
Slipher VM (1917) Nebulae. Proc Am Philos Soc 56(5):403–409
Street A, Savage N, Page A (2016) Visionary scenario development of emerging fields. In: Bainbridge WS, Roco MC (eds) Handbook of science and technology convergence. Springer, Berlin, pp 195–206
Venugopal J et al (2010) Biomimetic hydroxyapatite-containing composite nanofibrous substrates for bone tissue engineering. Philos Trans 368(1917):2065–2081
Welser JJ, Bourianoff GI, Zhirnov VV, Cavin RK III (2008) The quest for the next information processing technology. J Nanopart Res 10:1. doi:10.1007/s11051-007-9305-8
White L (1959) The evolution of culture. McGraw-Hill, New York
Whitman L, Bryant R, Kalil T (2015) A nanotechnology-inspired grand challenge for future computing. White House Office of Science and Technology Policy, Washington, DC
Wilson EO (1999) Consilience: the unity of knowledge. Random House, New York
Wood C, Sullivan B, Iliff M et al (2011) eBird: engaging birders in science and conservation. Public Library of Science Biology 9(12):e1001220
Zipf GK (1942) The unity of nature, least-action, and natural social science. Sociometry 5(1):48–62
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This manuscript was written in conjunction with the NSF/World Technology Evaluation Center (WTEC) international study on Convergence of Knowledge, Technology, and Society. The content does not necessarily reflect the views of the National Science Foundation (NSF) or the US National Science and Technology Council’s Subcommittee on Nanoscale Science, Engineering and Technology (NSET), which is the principal organizing body for the National Nanotechnology Initiative.
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This article expands on “Handbook of Science and Technology Convergence,” (W. S. Bainbridge and M. C. Roco,), Springer Reference, 2016, Berlin.
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Bainbridge, W.S., Roco, M.C. Science and technology convergence: with emphasis for nanotechnology-inspired convergence. J Nanopart Res 18, 211 (2016). https://doi.org/10.1007/s11051-016-3520-0
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DOI: https://doi.org/10.1007/s11051-016-3520-0