Abstract
The aim of this article is to extend the Human Factors and Ergonomics (HFE) engagements with nanotechnology (specifically, small-scale robotics) in university settings, in terms of a broader view of human capital. Nanotechnology as a novel technology presents challenges for HFE not only in terms of design and optimization but also in terms of the human aspects involved in the nanotechnology settings. Therefore, it is important to comprehend the knowledge production and work practices in nanotechnology settings. Correspondingly, this article presents two interrelated contributions. First, it presents one of the foremost studies conducted at the intersection of HFE and small-scale robotics. Second, it addresses a broader notion of human capital in nanotechnology settings in terms of knowledge and practices. Toward this end, this article presents an ethnographic case study of small-scale (micro- and nano-) robotics using the viewpoint of Symbolic Interactionism. This article characterizes three main facets of nanotechnology: nanotechnology as mode 2 knowledge; nanotechnology and university research; nanotechnology and innovation panarchy. Using these aspects as the overarching basis, the domain of nanorobotics is situated in university settings to capture a broader notion of human capital and work practices. The study revealed that the participants were constructing not only robots but also its ecology. The robot was best comprehended not as a technical artifact but as a sociotechnical endeavor. Thus, this research presents nanotechnology as a broader construct that goes beyond the limitations of size and scale and bridges the gap between teamwork, technical creations and the overarching ecology.
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Institute of Electrical and Electronics Engineers (IEEE) International Conference on Robotics and Automation (ICRA).
This manner of characterization of research has been widely discussed and actively debated in research policy circles. Further, many other alternatives have been proposed to Mode 2 context, regarding research policy and nature of knowledge, such as Pasteur’s quadrant, the Triple Helix and strategic research, among others see (Hessels and Van Lente 2008 for a review and discussion). These alternatives have approached Mode 2 research from the perspective of research policy and often argue about subtle aspects relating to relations between knowledge production, research policy and society. Not withstanding these alternatives, nanotechnology as mode 2 presents a new way of comprehending the nanotechnology convergence with existing technologies.
It must be noted that the engagement between nanotechnology and universities lies at the intersection of various disciplines ranging from science and technology studies, design studies, innovation studies, to mention a few (e.g., Aurigemma et al. 2013; Barben et al. 2007; Fisher 2007). Currently, these fields have addressed various aspects and related paraphernalia of nanotechnology in university settings. HFE professionals can use insights from these fields to develop knowledge-based tools to help nanotechnology researchers and support their creative processes to enable a proactive approach to nanotechnology research. For example, Kant and Burns (2016) emphasized the necessity for engaging “laboratory studies” from the field of science and technology studies, in order to supplement the HFE comprehension of nanotechnology laboratories. Similarly, in this current article, the ethnography is discussed in light of these various fields. Further, this paper also draws upon the field of innovation studies to lay the groundwork for considering the university nanotechnology relationships in terms of the innovation ecosystem in which the universities are situated. It must be mentioned that these fields do differ from HFE in their scope and content. In contrast to their selective viewpoints and differing views, HFE takes a holistic and systemic view of human technology interaction design as well as integration.
References
Abreu M, Demirel P, Grinevich V, Karataş-Özkan M (2016) Entrepreneurial practices in research-intensive and teaching-led universities. Small Bus Econ 47(3):695–717. doi:10.1007/s11187-016-9754-5
Airbus (2016) The airbus Shopfloor Challenge at ICRA 2016. Retrieved October 1, 2016, from http://www.airbusgroup.com/int/en/people-careers/Working-for-Airbus-Group/Airbus-Shopfloor-Challenge-2016.html
AlbertaTechFutures (2015) AlbertaTechFutures. Retrieved April 22, 2015, from http://www.albertatechfuturesca/nanoalbertaaspx
Allen CR, Angeler DG, Garmestani AS, Gunderson LH, Holling CS (2014) Panarchy: theory and application. Ecosystems 17(4):578–589. doi:10.1007/s10021-013-9744-2
Aurigemma J, Chandrasekharan S, Nersessian NJ, Newstetter W (2013) Turning experiments into objects: the cognitive processes involved in the design of a lab-on-a-chip device. J Eng Educ 102(1):117–140
Barben D, Fisher E, Selin C, Guston DH (2007) Anticipatory governance of nanotechnology: foresight, engagement, and integration. In: The handbook of science and technology studies, 3rd edn. MIT Press, Cambridge, pp 979–1000
Bhat JSA (2005) Concerns of new technology based industries—the case of nanotechnology. Technovation 25(5):457–462
Blumer H (1998) Symbolic Interactionism: perspective and method. Berkeley: University of California. Retrieved from Original published in 1969
BMO Capital Markets (2008) Canada’s Technology Triangle. Toronto: Bank of Montreal. Retrieved from https://uwaterloo.ca/research-technology-park/sites/ca.research-technology-park/files/uploads/files/BMO%20Waterloo-Guelph%20Economic%20Outlook%20Report.pdf
Bovy M, Vinck D (2009) Social complexity and the role of the object: installing household waste containers. In: Vinck D (ed) Everyday engineering: an ethnography of design and innovation. MIT Press, Cambridge, pp 53–76
Bramwell A, Nelles J, Wolfe DA (2008) Knowledge, innovation and institutions: global and local dimensions of the ICT cluster in Waterloo, Canada. Reg Stud 42(1):101–116
Bramwell A, Hepbrun N, Wolfe D (2012) Growing innovation ecosystems: university-industry knowledge transfer and regional economic development in Canada. Knowledge Synthesis Paper on Leveraging Investments in HERD, Final Report to the Social Sciences and Humanities Research Council of Canada, May, 15
Bucciarelli LL (1988) An ethnographic perspective on engineering design. Des Stud 9(3):159–168
Bucciarelli LL (1994) Designing engineers. MIT Press, Cambridge
Bucciarelli LL (2002) Between thought and object in engineering design. Des Stud 23(3):219–231
Cacciabue PC, Carsten O, Vanderhaegen F (2014) Is there still a need for CTW? Cogn Technol Work 16(3):311–317. doi:10.1007/s10111-014-0286-y
CFI (2016) CFI strategic roadmap 2012–2017. Retrieved from http://www.innovation.ca/en/AboutUs/Publicationsandreports/CFIStrategicRoadmap201217
Chang Y-C, Yang PY, Martin BR, Chi H-R, Tsai-Lin T-F (2016) Entrepreneurial universities and research ambidexterity: a multilevel analysis. Technovation 54:7–21
Chowdhury A, Sanjog J, Reddy SM, Karmakar S (2012) Nanomaterials in the field of design ergonomics: present status. Ergonomics 55(12):1453–1462
CITC (2011) Nanotechnology subsector study. Retrieved from http://www.ictc-ctic.ca/wp-content/uploads/2012/06/ICTC_NanoTechExecSummary_EN_06-11.pdf
Comission E (2011) High-level expert group on key enabling technologies final report. Retrieved from http://ec.europa.eu/enterprise/sectors/ict/files/kets/hlg_report_final_en.pdf
Comission E (2012) A European strategy for key enabling technologies—a bridge to growth and jobs. Retrieved from http://eur-lex.europa.eu/LexUriServ/LexUriServ.do?uri=CELEX:52012DC0341:EN:NOT
DCG (2014) nProber II. Retrieved October 20, 2014, from http://dcgsystems.com/products/nanoprobing/nprober-ii/
Doutriaux J (2003) University-industry linkages and the development of knowledge clusters in Canada. Local Economy 18(1):63–79
Ensign PC, Farlow S (2016) Serial entrepreneurs in the Waterloo ecosystem. J Innov Entrep 5(1):911. doi:10.1186/s13731-016-0051-y
Etzkowitz H (1998) The norms of entrepreneurial science: cognitive effects of the new university–industry linkages. Res Policy 27(8):823–833. doi:10.1016/S0048-7333(98)00093-6
Etzkowitz H (2003) Research groups as “quasi-firms”: the invention of the entrepreneurial university. Res Policy 32(1):109–121
Etzkowitz H, Leydesdorff L (2000) The dynamics of innovation: from National Systems and “Mode 2” to a Triple Helix of University–industry–government relations. Res Policy 29(2):109–123
Ferreira A, Mavroidis C (2006) Virtual reality and haptics for nanorobotics. IEEE Robot Autom Mag 13(3):78–92
Fisher E (2007) Ethnographic invention: probing the capacity of laboratory decisions. NanoEthics 1(2):155–165. doi:10.1007/s11569-007-0016-5
Flach JM (2011) Complexity: learning to muddle through. Cogn Technol Work 14(3):187–197. doi:10.1007/s10111-011-0201-8
Fukuda T, Nogawa K, Kojima M, Nakajima M, Homma M (2013) Local environmental control technique for bacterial flagellar motor. In: Mavroidis C, Ferreira A (eds) Nanorobotics: current approaches and techniques. Springer, New York, pp 411–423. doi:10.1007/978-1-4614-2119-1_20
Genaidy A, Karwowski W (2006) Nanotechnology occupational and environmental health and safety: education and research needs for an emerging interdisciplinary field of study. Hum Factors Ergon Manuf Serv Ind 16(3):247–253. doi:10.1002/hfm.20051
Gerbin A, Drnovsek M (2015) Determinants and public policy implications of academic-industry knowledge transfer in life sciences: a review and a conceptual framework. J Technol Trans 41(5):979–1076. doi:10.1007/s10961-015-9457-0
Ghafele R (2012) Financing University Research. MPRA paper. University Library of Munich, Germany. Retrieved from http://mpra.ub.uni-muenchen.de/36394/
Gibbons M (2000) Mode 2 society and the emergence of context-sensitive science. Sci Public Policy 27(3):159–163
Gibbons M, Limoges C, Nowotny H, Schwartzman S, Scott P, Trow M (1994) The new production of knowledge: the dynamics of science and research in contemporary societies. Sage, London
Greaves-Holmes WL (2009) A guide for the safe handling of engineered and fabricated nanomaterials. J Technol Stud 35(1). doi:10.21061/jots.v35i1.a.5
Greaves-Holmes WL (2012) A retrospective analysis and field study of nanotechnology-related ergonomic risk in industries utilizing nanomaterials. University of Central Florida Orlando, Florida. Retrieved from http://etd.fcla.edu/CF/CFE0004497/Greaves-Holmes_Wanda_L_201205_PhD.pdf
Guerrero M, Urbano D, Fayolle A, Klofsten M, Mian S (2016) Entrepreneurial universities: emerging models in the new social and economic landscape. Small Bus Econ 47(3):551–563. doi:10.1007/s11187-016-9755-4
Gunderson LH, Holling CS (2002) Panarchy: understanding transformations in human and natural systems. Island Press, Washington
Hessels LK, Van Lente H (2008) Re-thinking new knowledge production: a literature review and a research agenda. Res Policy 37(4):740–760
Holling CS (1996) Engineering resilience versus ecological resilience. In: Schulze P (ed) Engineering within ecological constraints, National Academy Press, Washington, DC, pp 31–44. https://www.nap.edu/read/4919/chapter/4#32
Holling CS (2001) Understanding the complexity of economic, ecological, and social systems. Ecosystems 4(5):390–405
Hollnagel E (2011) Coping with complexity: past, present and future. Cogn Technol Work 14(3):199–205. doi:10.1007/s10111-011-0202-7
Hollnagel E, Cacciabue PC (1999) Cognition, technology & work: an introduction. Cogn Technol Work 1(1):1–6. doi:10.1007/s101110050006
Hughes A (2006) University Industry Linkages and UK Science and Innovation Policy (No. wp326). ESRC Centre for Business Research-Working Papers. ESRC Centre for Business Research
Hughes A, Kitson M (2012) Pathways to impact and the strategic role of universities: new evidence on the breadth and depth of university knowledge exchange in the UK and the factors constraining its development. Camb J Econ 36(3):723–750
Hutchins E (1995) Cognition in the wild. MIT Press, Cambridge
IEA (2017) Definition and domains of ergonomics. Retrieved February 21, 2017, from http://www.iea.cc/whats/
Initiative. Retrieved from https://www.whitehouse.gov/sites/default/files/microsites/ostp/PCAST/pcast_fifth_nni_review_oct2014_final.pdf
Ivan IA, Hwang G, Agnus J, Chaillet N, Régnier S (2013) Nist and ieee challenge for magpier: the fastest mobile microrobots in the world. IEEE Robot Autom Mag 20(2):63–70
Jalili N (2013) Nanomechanical cantilever-based manipulation for sensing and imaging. In: Mavroidis C, Ferreira A (eds) Nanorobotics: current approaches and techniques. Springer, New York, pp 29–40
Jones PH (2005) Information practices and cognitive artifacts in scientific research. Cogn Technol Work 7(2):88–100. doi:10.1007/s10111-005-0178-2
Kanj M (2013) Reservoir nanoagents for in situ sensing and intervention. In: Mavroidis C, Ferreira A (eds) Nanorobotics: current approaches and techniques. Springer, New York, pp. 51–67. doi:10.1007/978-1-4614-2119-1_4
Kant V (2016) Revisiting the technologies of the old: a case study of cognitive work analysis and nanomaterials. Cogn Technol Work. doi:10.1007/s10111-016-0397-8
Kant V, Burns CM (2016) Engaging nanotechnology: ethnography of lab-on-a-chip technology in small-scale fluidics research. Cogn Technol Work 18(1):33–52. doi:10.1007/s10111-015-0344-0
Karwowski W (2006) From past to future: building a collective vision for HFES 2020. HFES Bull 49(11):1–3
Klein G, Ross KG, Moon BM, Klein DE, Hoffman RR, Hollnagel E (2003) Macrocognition. IEEE Intell Syst 18(3):81–85. doi:10.1109/MIS.2003.1200735
Lave J, Wenger E (1991) Situated learning: legitimate peripheral participation. Cambridge University Press, Cambridge
Lavie D, Drori I (2012) Collaborating for knowledge creation and application: the case of nanotechnology research programs. Organ Sci 23(3):704–724. doi:10.1287/orsc.1110.0656
Lenaghan SC, Wang Y, Xi N, Fukuda T, Tarn T, Hamel WR, Zhang M (2013) Grand challenges in bioengineered nanorobotics for cancer therapy. IEEE Trans Bio-Med Eng 60(3):667–673
Lester R (2005) Universities, innovation, and the competitiveness of local economies: a summary report from the local innovation systems project: Phase I. (No. 05-010). Massachusetts Institute of Technology, Cambridge. Retrieved from http://web.mit.edu/lis/papers/LIS05-010.pdf
Lester RK, Sotarauta M (Eds) (2007) Innovation, universities, and the competitiveness of regions. Tekes. Retrieved from http://www.tekes.fi/julkaisut/universities.pdf
Lintern G (2010) Work-focused analysis and design. Cogn Technol Work 14(1):71–81. doi:10.1007/s10111-010-0167-y
Mangematin V, Walsh S (2012) The future of nanotechnologies. Technovation 32(3–4):157–160
Mavroidis C, Ferreira A (2013) Nanorobotics: past, present, and future. In: Mavroidis C, Ferreira A (eds) Nanorobotics: current approaches and techniques. Springer, New York, pp 3–27
McLaughlin K (2007) Out of the shadow of orthodoxy: Waterloo@50. University of Waterloo, Waterloo
Miyazaki K, Islam N (2007) Nanotechnology systems of innovation—an analysis of industry and academia research activities. Technovation 27(11):661–675
Moon B (2002) Naturalistic decision making: establishing a naturalistic perspective in judgment and decision-making research (pp. 1–25). Presented at the 19th qualitative analysis conference May 23-25, 2002, McMaster University, Hamilton, Ontario, Canada. Retrieved from http://perigeantechnologies.com/publications/NaturalisticDecisionMaking_EstablishingaNaturalisticPerspectiveinJudgmentandDecisionMakingResearch.pdf
Munro A, Bathelt H (2014) Innovation linkages in new and old economy sectors in Cambridge-Guelph-Kitchener-Waterloo (Ontario). In Wolfe DA (ed) Innovating in urban economies: economic transformation in Canadian city-regions. Toronto, pp 219–244
nanoAlberta (2007) Alberta nanotechnology strategy. Retrieved from http://www.albertatechfutures.ca/Portals/0/Business%20and%20Industry%20Support/nanotechnology_strategy_complete2.pdf
National Research Council (2012) Research universities and the future of America: ten breakthrough actions vital to our nation’s prosperity and security. The National Academies Press, Washington
Nelles J, Bramwell A, Wolfe DA (2005) History, culture and path dependency: origins of the Waterloo ICT cluster. In: Wolfe DA, Lucas M (eds) McGill-Queen’s University Press, Montreal and Kingston, pp 227–252
NIOSH (2013a) Protecting the nanotechnology workforce: NIOSH Nanotechnology Research and Guidance Strategic Plan, 2013–2016. Cincinnati, OH: U.S. Department of Health and Human Services, Centers for Disease Control and Prevention, National Institute for Occupational Safety and Health, DHHS (NIOSH) Publication 2014–106. Retrieved from http://www.cdc.gov/niosh/docs/2014-106/pdfs/2014-106.pdf
NIOSH (2013b, January 1) Nanotechnology at NIOSH. Retrieved September 20, 2016, from http://www.cdc.gov/niosh/topics/nanotech/nanotechnology-research-center.html
NNCI (2016) National nanotechnology coordinated infrastructure. Retrieved October 1, 2016, from http://www.nnci.net/about-nnci/
Nowotny H, Scott P, Gibbons M (2003) Introduction: ‘Mode 2’ revisited: the new production of knowledge. Minerva 41(3):179–194. doi:10.1023/A:1025505528250
Nowotny H, Scott PB, Gibbons MT (2013) Re-thinking science: knowledge and the public in an age of uncertainty. Wiley, Oxford
PCAST Nano (2014) Report to the President and Congress on the Fifth Assessment of the National Nanotechnology
Prus RC (1997) Subcultural mosaics and intersubjective realities an ethnographic research agenda for pragmatizing the social sciences. State University of New York Press, Albany
Rampersad G, Quester P, Troshani I (2010) Managing innovation networks: Exploratory evidence from ICT, biotechnology and nanotechnology networks. Corporate Image and Reputation in B2B Markets, 39(5):793–805
Rasmussen E, Moen Ø, Gulbrandsen M (2006) Initiatives to promote commercialization of university knowledge. Technovation 26(4):518–533
Roco MC, Bainbridge WS (2013) The new world of discovery, invention, and innovation: convergence of knowledge, technology, and society. J Nanopart Res 15(9):1–17
Roco MC, Bainbridge WS, Tonn B, Whitesides G (eds) (2013) Convergence of knowledge, technology and society. World Technology Evaluation Center. Retrieved from http://www.wtec.org/NBIC2/Docs/FinalReport/Pdf-secured/NBIC2-FinalReport-WTECversion–web.pdf
Rusk N, Resnick M, Berg R, Pezalla-Granlund M (2008) New pathways into robotics: strategies for broadening participation. J Sci Educ Technol 17(1):59–69
Sequeira R, Genaidy A, Shell R, Karwowski W, Weckman G, Salem S (2006) The nano enterprise: a survey of health and safety concerns, considerations, and proposed improvement strategies to reduce potential adverse effects. Hum Factors Ergon Manuf Serv Ind 16(4):343–368. doi:10.1002/hfm.20057
Suchman LA (2007) Human-machine reconfigurations: plans and situated actions. Cambridge University Press, Cambridge
Szewczyk P (2014) Technical, ecological, and social aspects of nanotechnologies. In: Marek T, Karwowski W, Frankowicz M, Kantola J, Zgaga P (eds) Human factors of a global society: a system of systems perspective. CRC Press, Boca Raton, pp 107–114
Thursby J, Thursby M (2011) University-industry linkages in nanotechnology and biotechnology: evidence on collaborative patterns for new methods of inventing. J Technol Transf 36(6):605–623
Trosow S, McNally MB, Briggs LE, Hoffman C, Ball CD, Jacobs A, Moran B (2012) Technology transfer and innovation policy at Canadian universities: Opportunities and social costs (No. 23). FIMS Library and Information Science Publications. Retrieved from http://ir.lib.uwo.ca/cgi/viewcontent.cgi?article=1025&context=fimspub
Upton C, Doherty G, Gleeson F, Sheridan C (2008) Designing decision support in an evolving sociotechnical enterprise. Cogn Technol Work 12(1):13–30. doi:10.1007/s10111-008-0124-1
Vartholomeos P, Fruchard M, Ferreira A, Mavroidis C (2011) MRI-guided nanorobotic systems for therapeutic and diagnostic applications. Annu Rev Biomed Eng 13:157–184. doi:10.1146/annurev-bioeng-071910-124724
Veugelers R, Del Rey E (2014) European expert network on economics of education (EENEE): the contribution of universities to innovation, (regional) growth and employment (No. EENEE Analytical Report 18). Retrieved from http://www.cesifo-group.de/portal/page/portal/EENEEContent/_IMPORT_TELECENTRUM/DOCS/EENEE_AR18.pdf
Vyas D (2012) Ethnographic notes on visualization practices in tissue engineering research. Cogn Technol Work 15(4):373–388. doi:10.1007/s10111-012-0238-3
Weir NA, Sierra DP, Jones JF (2005) A review of research in the field of nanorobotics (No. SAND2005-6808). Sandia report. Sandia National Laboratories. Retrieved from http://prod.sandia.gov/techlib/access-control.cgi/2005/056808.pdf
Williams R (1983) Keywords: a vocabulary of culture and society. Oxford University Press, New York
WREDC (2016) Waterloo Region Economic Development Corporation. Retrieved September 20, 2016, from http://www.wredc.ca/
Yang QZ, Miao CY (2010) Integrating human factors into nanotech sustainability assessment and communication. Presented at the 5th IEEE conference on industrial electronics and applications (ICIEA), pp 1–5
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Kant, V. Nanotechnology and HFE: critically engaging human capital in small-scale robotics research. Cogn Tech Work 19, 419–444 (2017). https://doi.org/10.1007/s10111-017-0414-6
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DOI: https://doi.org/10.1007/s10111-017-0414-6