- AG Energiebilanzen, E.V. (2019). Auswertungstabellen zur Energiebilanz f⬠ur die Bundesrepublik Deutschland 1990 bis 2018. https://agenergiebilanzen. de/10-0-Auswertungstabellen.html. ll OPEN ACCESS Article 14 Patterns 2, 100169, January 8,
Paper not yet in RePEc: Add citation now
Airoldi, E.M., and Bischof, J.M. (2016). Improving and evaluating topic models and other models of text. J. Am. Stat. Assoc. 111, 1381â1403.
- Althaus, S.L. (2003). When news norms collide, follow the Lead: new evidence for press independence. Polit. Commun. 20, 381â414.
Paper not yet in RePEc: Add citation now
Antal, M., and Karhunmaa, K. (2018). The German energy transition in the British, Finnish and Hungarian news media. Nat. Energy 3, 994â1001.
- Antons, D., Kleer, R., and Salge, T.O. (2016). Mapping the topic landscape of JPIM , 1984-2013. In search of hidden structures and development trajectories. J. Prod. Innov. Manag. 33, 726â749.
Paper not yet in RePEc: Add citation now
- Atkinson, M.L., Lovett, J., and Baumgartner, F.R. (2014). Measuring the media agenda. Polit. Commun. 31, 355â380.
Paper not yet in RePEc: Add citation now
- Blei, D., Ng, A., and Jordan, M. (2003). Latent dirichlet allocation. J. Machine Learn. Res. 2003, 993â1022.
Paper not yet in RePEc: Add citation now
- Blei, D.M., and Lafferty, J.D. (2007). A correlated topic model of Science. Ann. Appl. Stat. 1, 17â35.
Paper not yet in RePEc: Add citation now
- Bundesregierung (2011). Energiewende mit Augenmass, https://archiv. bundesregierung.de/archiv-de/energiewende-mit-augenmass-425304.
Paper not yet in RePEc: Add citation now
- Bundesregierung (2011). Regierungserkl⬠arung von Bundeskanzlerin Angela Merkel zur Energiepolitik ââDer Weg zur Energie der Zukunftââ (Mitschrift). https://www.bundesregierung.de/breg-de/themen/ energiewende/regierungserklaerung-von-bundeskanzlerin-angela-merkelzur -energiepolitik-der-weg-zur-energie-der-zukunft-mitschriftâ1008262.
Paper not yet in RePEc: Add citation now
- Bundestag, D. (2019). Drucksache 19/13900. Klimaschutzprogramm 2030 der Bundesregierung zur Umsetzung des Klimaschutzplans 2050.
Paper not yet in RePEc: Add citation now
- Burstein, P. (2003). The impact of public opinion on public policy: a review and an agenda. Polit. Res. Q. 56, 29â40.
Paper not yet in RePEc: Add citation now
Buschmann, P., and Oels, A. (2019). The overlooked role of discourse in breaking carbon lock-in: the case of the German energy transition. Wiley Interdiscip. Rev. Clim. Change 24, e574.
- Dehler, J., Keles, D., Telsnig, T., Fleischer, B., Baumann, M., Fraboulet, D., Faure-Schuyer, A., and Fichtner, W. (2017). Self-consumption of electricity from renewable sources. In Europeâs Energy Transition - Insights for Policy Making (Elsevier), pp. 225â236.
Paper not yet in RePEc: Add citation now
- DiMaggio, P., Nag, M., and Blei, D. (2013). Exploiting affinities between topic modeling and the sociological perspective on culture: application to newspaper coverage of U.S. government arts funding. Poetics 41, 570â606.
Paper not yet in RePEc: Add citation now
- Downs, A. (1972). Up and down with ecology - the issue-attention-cycle. Publ.Interest 28, 38â50.
Paper not yet in RePEc: Add citation now
- Entman, R.M. (1993). Framing: toward clarification of a fractured paradigm. J. Commun. 43, 51â58.
Paper not yet in RePEc: Add citation now
- Entman, R.M. (2007). Framing bias. Media in the distribution of power. J. Commun. 57, 163â173.
Paper not yet in RePEc: Add citation now
- Farrell, J. (2016). Corporate funding and ideological polarization about climate change. Proc. Natl. Acad. Sci. U S A 113, 92â97.
Paper not yet in RePEc: Add citation now
- Fawzi, N. (2018). Beyond policy agenda-setting: political actorsâ and journalists â perceptions of news media influence across all stages of the political process. Inf. Commun. Soc. 21, 1134â1150.
Paper not yet in RePEc: Add citation now
- Feldman, R. (2013). Techniques and applications for sentiment analysis. Commun. ACM 56, 82â89.
Paper not yet in RePEc: Add citation now
- Geels, F.W., Sovacool, B.K., Schwanen, T., and Sorrell, S. (2017). Sociotechnical transitions for deep decarbonization. Science 357, 1242â1244.
Paper not yet in RePEc: Add citation now
- Geels, F.W., Sovacool, B.K., Schwanen, T., and Sorrell, S. (2017). The socio -technical dynamics of low-carbon transitions. Joule 1, 463â479.
Paper not yet in RePEc: Add citation now
Grimmer, J., and Stewart, B.M. (2013). Text as data: the promise and pitfalls of automatic content analysis methods for political texts. Polit. Anal. 21, 267â297.
Groh, E.D., and MoÌllendorff, C.v. (2020). What shapes the support of renewable energy expansion? Public attitudes between policy goals and risk, time, and social preferences. Energy Policy 137, 111171.
- Gupta, K., and Jenkins-Smith, H. (2015). Anthony downs, ââup and down with ecology: the âissue-attentionâ cycleââ. In The Oxford Handbook of Classics in Public Policy and Administration, M. Lodge, E.C. Page, and S.J. Balla, eds. (Oxford University Press).
Paper not yet in RePEc: Add citation now
- Hammar, H., and Jagers, S.C. (2006). Can trust in politicians explain individuals â support for climate policy? The case of CO 2 tax. Clim. Pol. 5, 613â625.
Paper not yet in RePEc: Add citation now
- Harrell, F.E. (2015). Regression Modeling Strategies (Springer International Publishing).
Paper not yet in RePEc: Add citation now
Hoppmann, J., Huenteler, J., and Girod, B. (2014). Compulsive policymaking âthe evolution of the German feed-in tariff system for solar photovoltaic power. Res. Pol. 43, 1422â1441.
Huenteler, J., Schmidt, T.S., and Kanie, N. (2012). Japanâs postFukushima challenge â implications from the German experience on renewable energy policy. Energy Policy 45, 6â11.
Huenteler, J., Schmidt, T.S., Ossenbrink, J., and Hoffmann, V.H. (2016). Technology life-cycles in the energy sector â technological characteristics and the role of deployment for innovation. Technol. Forecast. Soc. Change 104, 102â121.
- Jacobi, C., van Atteveldt, W., and Welbers, K. (2015). Quantitative analysis of large amounts of journalistic texts using topic modelling. Digital Journal. 4, 89â106.
Paper not yet in RePEc: Add citation now
Joas, F., Pahle, M., Flachsland, C., and Joas, A. (2016). Which goals are driving the Energiewende? Making sense of the German energy transformation. Energy Policy 95, 42â51.
Karneyeva, Y., and W⬠ustenhagen, R. (2017). Solar feed-in tariffs in a postgrid parity world: the role of risk, investor diversity and business models. Energy Policy 106, 445â456.
Kemfert, C. (2017). Germany must go back to its low-carbon future. Nature 549, 26â27.
Killick, R., and Eckley, I.A. (2014). changepoint: an R Package for Changepoint Analysis. J. Stat. Soft. 58.
- Killick, R., Fearnhead, P., and Eckley, I.A. (2012). Optimal detection of changepoints with a linear computational cost. J. Am. Stat. Assoc. 107, 1590â1598.
Paper not yet in RePEc: Add citation now
KIM, S.E. (2018). Media bias against foreign firms as a veiled trade barrier: evidence from Chinese newspapers. Am. Polit. Sci. Rev. 112, 954â970.
- Krick, E. (2018). Ensuring social acceptance of the energy transition. The German governmentâs âconsensus managementâ strategy. J. Environ. Plann. Pol. Manage. 20, 64â80.
Paper not yet in RePEc: Add citation now
- Kriechbaum, M., LoÌpez Prol, J., and Posch, A. (2017). Looking back at the future. Dynamics of collective expectations about photovoltaic technology in Germany & Spain. Technol. Forecast. Soc. Change 129, 76â87.
Paper not yet in RePEc: Add citation now
- Lauber, V., and Jacobsson, S. (2016). The politics and economics of constructing, contesting and restricting socio-political space for renewables â the German Renewable Energy Act. Environ. Innovation Societal Transitions 18, 147â163.
Paper not yet in RePEc: Add citation now
- Leipprand, A., Flachsland, C., and Pahle, M. (2017). Energy transition on the rise: discourses on energy future in the German parliament. Innovation: Eur. J. Soc. Sci. Res. 30, 283â305.
Paper not yet in RePEc: Add citation now
- Leiren, M.D., and Reimer, I. (2018). Historical institutionalist perspective on the shift from feed-in tariffs towards auctioning in German renewable energy policy. Energy Res. Soc. Sci. 43, 33â40.
Paper not yet in RePEc: Add citation now
Lucas, C., Nielsen, R.A., Roberts, M.E., Stewart, B.M., Storer, A., and Tingley, D. (2015). Computer-assisted text analysis for comparative politics. Polit. Anal. 23, 254â277. ll OPEN ACCESS Article Patterns 2, 100169, January 8, 2021 55. McDowall, D., McCleary, R., Meidinger, E., Hay, R.A., Jr., and others. (1980). Interrupted Time Series Analysis (SAGE).
Markard, J. (2018). The next phase of the energy transition and its implications for research and policy. Nat. Energy 3, 628â633.
Markard, J., Raven, R., and Truffer, B. (2012). Sustainability transitions: an emerging field of research and its prospects. Res. Pol. 41, 955â967.
Markard, J., Wirth, S., and Truffer, B. (2016). Institutional dynamics and technology legitimacy â a framework and a case study on biogas technology. Res. Pol. 45, 330â344.
- McCombs, M. (2005). A Look at Agenda-setting: past, present and future. Journalism Stud. 6, 543â557.
Paper not yet in RePEc: Add citation now
- McCombs, M.E., and Shaw, D.L. (1972). The agenda-setting function of mass media. Public Opin. Q. 36, 176.
Paper not yet in RePEc: Add citation now
Meadowcroft, J. (2009). What about the politics? Sustainable development, transition management, and long term energy transitions. Policy Sci. 42, 323â340.
Mildenberger, M., and Tingley, D. (2019). Beliefs about climate beliefs: the importance of second-order opinions for climate politics. Br. J. Polit. Sci. 49, 1279â1307.
- Mimno, D., Wallach, H.M., Talley, E., Leenders, M., and McCallum, A. (2011). Optimizing semantic coherence in topic models. In Proceedings of the Conference on Empirical Methods in Natural Language Processing (Association for Computational Linguistic), pp. 262â272.
Paper not yet in RePEc: Add citation now
Page, B.I., and Shapiro, R.Y. (1983). Effects of public opinion on policy. Am. Polit. Sci. Rev. 77, 175â190.
Pahle, M., Burtraw, D., Flachsland, C., Kelsey, N., Biber, E., Meckling, J., Edenhofer, O., and Zysman, J. (2018). Sequencing to ratchet up climate policy stringency. Nat. Clim. Change 8, 861â867.
- Pang, B., and Lee, L. (2008). Opinion mining and sentiment analysis. FNT Inf. Retriev. 2, 1â135.
Paper not yet in RePEc: Add citation now
Pegels, A., and L⬠utkenhorst, W. (2014). Is Germanyâ«×³â¬s energy transition a case of successful green industrial policy? Contrasting wind and solar PV. Energy Policy 74, 522â534.
Quinn, K.M., Monroe, B.L., Colaresi, M., Crespin, M.H., and Radev, D.R. (2010). How to analyze political attention with minimal assumptions and costs. Am. J. Polit. Sci. 54, 209â228.
- Quitzow, R. (2015). Dynamics of a policy-driven market. The co-evolution of technological innovation systems for solar photovoltaics in China and Germany. Environ. Innovat. Societal. Transitions 17, 126â148.
Paper not yet in RePEc: Add citation now
- Remus, R., Quasthoff, U., and Heyer, G. (2010). SentiWS - A Publicly Available German-language Resource for Sentiment Analysis. In Proceedings of the International Conference on Language Resources and Evaluation, LREC.
Paper not yet in RePEc: Add citation now
Renn, O., and Marshall, J.P. (2016). Coal, nuclear and renewable energy policies in Germany: from the 1950s to the ââEnergiewendeââ. Energy Policy 99, 224â232.
- Roberts, M., Stewart, B., and Tingley, D. (2019). Stm: anR package for structural topic models. J. Stat. Soft. 91.
Paper not yet in RePEc: Add citation now
Roberts, M.E., Stewart, B.M., and Airoldi, E.M. (2016). A model of text for experimentation in the social sciences. J. Am. Stat. Assoc. 111, 988â1003.
- Roberts, M.E., Stewart, B.M., and Tingley, D. (2016). Navigating the local modes of big data: the case of topic models. In Computational Social Science. Discovery and Prediction, R.M. Alvarez, ed. (New York, NY: Cambridge University Press), pp. 51â97.
Paper not yet in RePEc: Add citation now
Roberts, M.E., Stewart, B.M., Tingley, D., Lucas, C., Leder-Luis, J., Gadarian, S.K., Albertson, B., and Rand, D.G. (2014). Structural topic models for open-ended survey responses. Am. J. Polit. Sci. 58, 1064â1082.
- Rochyadi-Reetz, M., Arlt, D., Wolling, J., and Br⬠auer, M. (2019). Explaining the mediaâs framing of renewable energies: an international comparison. Front. Environ. Sci. 7, 140.
Paper not yet in RePEc: Add citation now
- Ruef, A., and Markard, J. (2010). What happens after a hype? How changing expectations affected innovation activities in the case of stationary fuel cells. Technol. Anal. Strateg. Manage. 22, 317â338.
Paper not yet in RePEc: Add citation now
- Sch⬠urmann, H.J. (2000). VDEW-chef Marquis: Staat SchoÌpft Preisvorteile Wieder Ab (Handelsblatt).
Paper not yet in RePEc: Add citation now
- Schmid, E., Pechan, A., Mehnert, M., and Eisenack, K. (2017). Imagine all these futures: on heterogeneous preferences and mental models in the German energy transition. Energy Res. Soc. Sci. 27, 45â56.
Paper not yet in RePEc: Add citation now
- Schmid, H. (1994). Probabilistic Part-of-Speech Tagging Using Decision Trees. In Proceedings of International Conference on New Methods in Language Processing (UK Manchester: Association for Computational Linguistics).
Paper not yet in RePEc: Add citation now
- Schmid, H. (1995). Improvements in Part-of-Speech Tagging with an Application to German. In Proceedings of the ACL SIGDAT-Workshop (Dublin, Ireland: Association for Computational Linguistics).
Paper not yet in RePEc: Add citation now
- Schmid, N., Sewerin, S., and Schmidt, T.S. (2019). Explaining advocacy coalition change with policy feedback. Pol. Stud. J. 109, 183.
Paper not yet in RePEc: Add citation now
Schmidt, T.S., and Sewerin, S. (2017). Technology as a driver of climate and energy politics. Nat. Energy 2, 649.
- Schmidt, T.S., Schmid, N., and Sewerin, S. (2019). Policy goals, partisanship and paradigmatic change in energy policy â analyzing parliamentary discourse in Germany over 30 years. Clim. Pol. 355, 1â16.
Paper not yet in RePEc: Add citation now
- Schumann, D., Fischer, W., and Hake, J.-F. (2017). Bewertung der Energiewende und Energiepolitik in der BevoÌlkerung. Energiewirtschaftliche Tagesfragen 67, 77â81.
Paper not yet in RePEc: Add citation now
- Shehata, A., and Hopmann, D.N. (2012). Framing climate change. Journal. Stud. 13, 175â192.
Paper not yet in RePEc: Add citation now
Soroka, S., Fournier, P., and Nir, L. (2019). Cross-national evidence of a negativity bias in psychophysiological reactions to news. Proc. Natl. Acad. Sci. U S A 116, 18888â18892.
Strunz, S. (2014). The German energy transition as a regime shift. Ecol. Econ. 100, 150â158.
Strunz, S., Gawel, E., and Lehmann, P. (2016). The political economy of renewable energy policies in Germany and the EU. Util. Pol. 42, 33â41.
- Tvinnereim, E., and Fløttum, K. (2015). Explaining topic prevalence in answers to open-ended survey questions about climate change. Nat. Clim. Change 5, 744â747.
Paper not yet in RePEc: Add citation now
van Lente, H., Spitters, C., and Peine, A. (2013). Comparing technological hype cycles. Towards a theory. Technol. Forecast. Soc. Change 80, 1615â1628.
- Walgrave, S., and van Aelst, P. (2006). The contingency of the mass media âs political agenda setting power: toward a preliminary theory. J. Commun. 56, 88â109.
Paper not yet in RePEc: Add citation now
- Williams, J.H., DeBenedictis, A., Ghanadan, R., Mahone, A., Moore, J., Morrow, W.R., Price, S., and Torn, M.S. (2012). The technology path to deep greenhouse gas emissions cuts by 2050: the pivotal role of electricity. Science 335, 53â59. ll OPEN ACCESS Article 12 Patterns 2, 100169, January 8, 7. IRENA, IEA, and REN21 (2018). Renewable Energy Policies in a Time of Transition (International Renewable Energy Agency).
Paper not yet in RePEc: Add citation now
- Wolf, I. (2020). Soziales Nachhaltigkeitsbarometer der Energiewende
Paper not yet in RePEc: Add citation now
- Woolley, J.T. (2000). Using media-based data in studies of politics. Am. J. Polit. Sci. 44, 156.
Paper not yet in RePEc: Add citation now