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Erschienen in: Quality & Quantity 1/2020

24.10.2019

Exploring socio-technical future scenarios in the media: the energy transition case in Italian daily newspapers

verfasst von: Federico Neresini, Paolo Giardullo, Emanuele Di Buccio, Alberto Cammozzo

Erschienen in: Quality & Quantity | Ausgabe 1/2020

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Abstract

The importance of expectations for the future is well recognised within the social sciences. Future scenarios as well as expectations are relevant components of emerging technoscientific innovations to be investigated. The investigation of expectations has been translated into a useful perspective for the sociological gaze seeking insights about innovation processes. In general, a relevant data source about discourses contributing to the construction of innovation networks is the discourse brought up by mass media. Therefore, we selected the media as our area of research for investigating socio-technical future scenarios. This presents several research challenges linked to content analysis and trend analysis. We selected three of them, namely: the detection of future scenarios in the media; wherever different representations of future scenarios do exist, whether they are complementary or competing; and whether and how representations of futures outlined in the past can mobilise actors in the present. We addressed these challenges by proposing a combination of research techniques ranging from text mining to social network analysis.

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Fußnoten
1
“Techno-science” is the expression usually used by Science and Technology Studies scholars to stress that science and technology cannot be considered as separate both because research activities are inextricably interwoven with technological devices and all technological artefacts commonly used in everyday life are nothing but materialised scientific knowledge (Shapin 2008; Latour 1987).
 
3
The TIPS project developed an automatic text classifier that allows to discriminate technoscientific articles on the basis of content.
 
4
See supplementary materials for details.
 
5
As a training exercise, Gephi’s tutorial offers the dataset of Victor Hugo’s Les Miserables characters’ relationships (www.​youtube.​com/​watch?​v=​371n3Ye9vVo, last accessed 7 April 2019). Even though in developing the TRE approach we relied theoretically on scientific references, we have been inspired by the training exercise as well.
 
6
The density is calculated by relating the number of actual edges in the graph to the maximum possible (Wasserman and Faust 1994, p. 101)
 
7
The WD is obtained by weighing the number of edges for each node of the network by the intensity of each connection. This equals to 25% of the actors of each network.
 
8
The dimension of the nodes in Figs. 5 and 6 indicates the WD; note that various visualisation algorithms of Gephi have been used in order to produce the graphs.
 
Literatur
Zurück zum Zitat Alvial-Palavicino, C.: The future as practice. A framework to understand anticipation in science and technology. TECNOSCIENZA: Ital. J. Sci. Technol. Stud. 6(2), 135–172 (2016) Alvial-Palavicino, C.: The future as practice. A framework to understand anticipation in science and technology. TECNOSCIENZA: Ital. J. Sci. Technol. Stud. 6(2), 135–172 (2016)
Zurück zum Zitat Bijker, W.: Of Bicycles, Bakelites, and Bulbs: Toward a Theory of Sociotechnical Change. MIT Press, Cambridge (1995) Bijker, W.: Of Bicycles, Bakelites, and Bulbs: Toward a Theory of Sociotechnical Change. MIT Press, Cambridge (1995)
Zurück zum Zitat Blei, D.M., Ng, A.Y., Jordan, M.I.: Latent Dirichlet allocation. J. Mach. Learn. Res. 3, 993–1022 (2003) Blei, D.M., Ng, A.Y., Jordan, M.I.: Latent Dirichlet allocation. J. Mach. Learn. Res. 3, 993–1022 (2003)
Zurück zum Zitat Brown, N., Rappert, B., Webster, A.: Contested Futures: A Sociology of Prospective Techno-science. Ashgate, Aldershot (2000) Brown, N., Rappert, B., Webster, A.: Contested Futures: A Sociology of Prospective Techno-science. Ashgate, Aldershot (2000)
Zurück zum Zitat Clarke, A.E., Star, S.L.: The social worlds framework: a theory/methods package. Handb. Sci. Technol. Stud. 3, 113–137 (2008) Clarke, A.E., Star, S.L.: The social worlds framework: a theory/methods package. Handb. Sci. Technol. Stud. 3, 113–137 (2008)
Zurück zum Zitat de Laat, B.: Scripts for the future: using innovation studies to design foresight tools. In: Brown, R.B.N., Webster, A. (eds.) Contested Futures: A Sociology of Prospective Technoscience. Ashgate, Aldershot (2000) de Laat, B.: Scripts for the future: using innovation studies to design foresight tools. In: Brown, R.B.N., Webster, A. (eds.) Contested Futures: A Sociology of Prospective Technoscience. Ashgate, Aldershot (2000)
Zurück zum Zitat Di Buccio, E., Lorenzet, A., Melucci, M., Neresini, F.: Unveiling Latent States Behind Social Indicators. In SoGood@ ECML-PKDD (2016) Di Buccio, E., Lorenzet, A., Melucci, M., Neresini, F.: Unveiling Latent States Behind Social Indicators. In SoGood@ ECML-PKDD (2016)
Zurück zum Zitat Gasparini, A.: Prediction and future studies. In: Borgatta, E.F., Montgomery, R.J.V. (eds.) Encyclopedia of Sociology. Macmillan Reference USA, New York (2000) Gasparini, A.: Prediction and future studies. In: Borgatta, E.F., Montgomery, R.J.V. (eds.) Encyclopedia of Sociology. Macmillan Reference USA, New York (2000)
Zurück zum Zitat Giardullo, P., Lorenzet, A: Techno-scientific issues in the public sphere (TIPS). Eur. Assoc. Study Sci. Technol. EASST Rev. 35(4), 14–17 (2016) Giardullo, P., Lorenzet, A: Techno-scientific issues in the public sphere (TIPS). Eur. Assoc. Study Sci. Technol. EASST Rev. 35(4), 14–17 (2016)
Zurück zum Zitat Giardullo, P.: Spreading mosquitoes: A media analysis of Italian national newspaper coverage of mosquito-borne diseases and related interventions. Mosquitoes management: Environmental issues and health concerns, pp 85–111. Brussels: PIE Peter Lang (2019) Giardullo, P.: Spreading mosquitoes: A media analysis of Italian national newspaper coverage of mosquito-borne diseases and related interventions. Mosquitoes management: Environmental issues and health concerns, pp 85–111. Brussels: PIE Peter Lang (2019)
Zurück zum Zitat Hilgartner, S., Bosk, C.L.: The rise and fall of social problems: a public arenas model. Am. J. Sociol. 94(1), 53–78 (1988)CrossRef Hilgartner, S., Bosk, C.L.: The rise and fall of social problems: a public arenas model. Am. J. Sociol. 94(1), 53–78 (1988)CrossRef
Zurück zum Zitat Jasanoff, S.: States of Knowledge: The Co-Production of Science and Social Order. Taylor & Francis Group, Milton Park (2004)CrossRef Jasanoff, S.: States of Knowledge: The Co-Production of Science and Social Order. Taylor & Francis Group, Milton Park (2004)CrossRef
Zurück zum Zitat Kirkels, A.: Biomass boom or bubble? A longitudinal study on expectation dynamics. Technol. Forecast. Soc. Change 103(C), 83–96 (2016)CrossRef Kirkels, A.: Biomass boom or bubble? A longitudinal study on expectation dynamics. Technol. Forecast. Soc. Change 103(C), 83–96 (2016)CrossRef
Zurück zum Zitat Krippendorff, K.: Content Analysis: An Introduction to Its Methodology. Sage, Thousand Oaks (2004) Krippendorff, K.: Content Analysis: An Introduction to Its Methodology. Sage, Thousand Oaks (2004)
Zurück zum Zitat Latour, B.: Science in Action: How to Follow Scientists and Engineers Through Society. Harvard University Press, Cambridge (1987) Latour, B.: Science in Action: How to Follow Scientists and Engineers Through Society. Harvard University Press, Cambridge (1987)
Zurück zum Zitat Latour, B.: Reassembling the Social—An Introduction to Actor-Network-Theory. Oxford University Press, Oxford (2005) Latour, B.: Reassembling the Social—An Introduction to Actor-Network-Theory. Oxford University Press, Oxford (2005)
Zurück zum Zitat Lee, J., Tkach-Kawasaki, L.: The relationship between information-sharing and resource-sharing networks in environmental policy governance: focusing on in Germany and Japan. J. Contemp. East. Asia 17(2) (2018) Lee, J., Tkach-Kawasaki, L.: The relationship between information-sharing and resource-sharing networks in environmental policy governance: focusing on in Germany and Japan. J. Contemp. East. Asia 17(2) (2018)
Zurück zum Zitat Lee, Y., Bae, S.: Collaboration and confucian reflexivity in local energy governance: the case of Seoul’s one less nuclear power plant initiatives. J. Contemp. East. Asia 18(1), 153–174 (2019) Lee, Y., Bae, S.: Collaboration and confucian reflexivity in local energy governance: the case of Seoul’s one less nuclear power plant initiatives. J. Contemp. East. Asia 18(1), 153–174 (2019)
Zurück zum Zitat Neresini, F.: And man descended from the sheep: the public debate on cloning in the Italian press. Public Underst. Sci. 9(4), 359–382 (2000)CrossRef Neresini, F.: And man descended from the sheep: the public debate on cloning in the Italian press. Public Underst. Sci. 9(4), 359–382 (2000)CrossRef
Zurück zum Zitat Neresini, F., Lorenzet, A.: Can media monitoring be a proxy for public opinion about technoscientific controversies? The case of the Italian public debate on nuclear power. Public Underst. Sci. 25(2), 171–185 (2016)CrossRef Neresini, F., Lorenzet, A.: Can media monitoring be a proxy for public opinion about technoscientific controversies? The case of the Italian public debate on nuclear power. Public Underst. Sci. 25(2), 171–185 (2016)CrossRef
Zurück zum Zitat Neresini, F.: Old media and new opportunities for a computational social science on PCST. J. Sci. Commun. 16(2), C03 (2017)CrossRef Neresini, F.: Old media and new opportunities for a computational social science on PCST. J. Sci. Commun. 16(2), C03 (2017)CrossRef
Zurück zum Zitat Petrocik, J.R.: Issue ownership in presidential elections, with a 1980 case study. Am. J. Polit. Sci. 40(3), 825–850 (1996)CrossRef Petrocik, J.R.: Issue ownership in presidential elections, with a 1980 case study. Am. J. Polit. Sci. 40(3), 825–850 (1996)CrossRef
Zurück zum Zitat Petrocik, J.R., Benoit, W.L., Hansen, G.J.: Issue ownership and presidential campaigning, 1952–2000. Polit. Sci. Q. 118(4), 599–626 (2003)CrossRef Petrocik, J.R., Benoit, W.L., Hansen, G.J.: Issue ownership and presidential campaigning, 1952–2000. Polit. Sci. Q. 118(4), 599–626 (2003)CrossRef
Zurück zum Zitat Shapin, S.: The Scientific Life: A Moral History of a Late Modern Vocation. University of Chicago Press, Chicago (2008)CrossRef Shapin, S.: The Scientific Life: A Moral History of a Late Modern Vocation. University of Chicago Press, Chicago (2008)CrossRef
Zurück zum Zitat Standish, D.: Italy: renewables policy as a barrier to energy innovation. Energy Environ. 23(6/7), 1005–1025 (2012)CrossRef Standish, D.: Italy: renewables policy as a barrier to energy innovation. Energy Environ. 23(6/7), 1005–1025 (2012)CrossRef
Zurück zum Zitat Stauffacher, M., Muggli, N., Scolobig, A., Moser, C.: Framing deep geothermal energy in mass media: the case of Switzerland. Technol. Forecast. Soc. Change 98, 60–70 (2015)CrossRef Stauffacher, M., Muggli, N., Scolobig, A., Moser, C.: Framing deep geothermal energy in mass media: the case of Switzerland. Technol. Forecast. Soc. Change 98, 60–70 (2015)CrossRef
Metadaten
Titel
Exploring socio-technical future scenarios in the media: the energy transition case in Italian daily newspapers
verfasst von
Federico Neresini
Paolo Giardullo
Emanuele Di Buccio
Alberto Cammozzo
Publikationsdatum
24.10.2019
Verlag
Springer Netherlands
Erschienen in
Quality & Quantity / Ausgabe 1/2020
Print ISSN: 0033-5177
Elektronische ISSN: 1573-7845
DOI
https://doi.org/10.1007/s11135-019-00947-w

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