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Erschienen in: Information Systems Frontiers 1/2023

22.10.2022

Is #SDG13 Trending Online? Insights from Climate Change Discussions on Twitter

verfasst von: Prabhsimran Singh, Surleen Kaur, Abdullah M. Baabdullah, Yogesh K. Dwivedi, Sandeep Sharma, Ravinder Singh Sawhney, Ronnie Das

Erschienen in: Information Systems Frontiers | Ausgabe 1/2023

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Abstract

Anthropogenic activities over the past few decades have led to increased vulnerability of environmental and ecological stability on this planet. Accelerated climate change is one such subset of the environmental problems that threatens the very existence of humankind in twenty first century. Governments, United Nations (UN) and other humanitarian agencies across the globe have developed and devised strategies for climate action that requires grater public awareness and actions. Social media has played a vital role in information dissemination and raising public awareness of climate change in the digital era. To this aid, an upsurge has been documented in recent times regarding discussions over climate change with #SDG13 (Sustainable Development Goals) at its epicenter. Following the principles of Actor Network Theory (ANT) we analyzed a large volume of Twitter data to understand general citizens’ perception and attitude towards climate change. Our findings unveil people’s opinion on causes and concerns related to barriers of adopting a more sustainable consumption and lifestyle practice. There is also a growing apathy towards sluggish government actions that makes little difference. People were also found to exchange innovative concepts and measures towards mitigating the effects of climate change.

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Literatur
Zurück zum Zitat Akande, A., Cabral, P., & Casteleyn, S. (2019). Assessing the gap between technology and the environmental sustainability of European cities. Information Systems Frontiers, 21(3), 581–604.CrossRef Akande, A., Cabral, P., & Casteleyn, S. (2019). Assessing the gap between technology and the environmental sustainability of European cities. Information Systems Frontiers, 21(3), 581–604.CrossRef
Zurück zum Zitat Aladwani, A. M., & Dwivedi, Y. K. (2018). Towards a theory of SocioCitizenry: Quality anticipation, trust configuration, and approved adaptation of governmental social media. International Journal of Information Management, 43, 261–272.CrossRef Aladwani, A. M., & Dwivedi, Y. K. (2018). Towards a theory of SocioCitizenry: Quality anticipation, trust configuration, and approved adaptation of governmental social media. International Journal of Information Management, 43, 261–272.CrossRef
Zurück zum Zitat Alryalat, M. A. A., Rana, N. P., Sahu, G. P., Dwivedi, Y. K., & Tajvidi, M. (2017). Use of social media in citizen-centric electronic government services: A literature analysis. International Journal of Electronic Government Research (IJEGR), 13(3), 55–79.CrossRef Alryalat, M. A. A., Rana, N. P., Sahu, G. P., Dwivedi, Y. K., & Tajvidi, M. (2017). Use of social media in citizen-centric electronic government services: A literature analysis. International Journal of Electronic Government Research (IJEGR), 13(3), 55–79.CrossRef
Zurück zum Zitat Anderson, A. A. (2017). Effects of social media use on climate change opinion, knowledge, and behavior. In Oxford research encyclopedia of climate science. Anderson, A. A. (2017). Effects of social media use on climate change opinion, knowledge, and behavior. In Oxford research encyclopedia of climate science.
Zurück zum Zitat Arıkan, G., & Günay, D. (2021). Public attitudes towards climate change: A cross-country analysis. The British Journal of Politics and International Relations, 23(1), 158–174.CrossRef Arıkan, G., & Günay, D. (2021). Public attitudes towards climate change: A cross-country analysis. The British Journal of Politics and International Relations, 23(1), 158–174.CrossRef
Zurück zum Zitat Arora, N. K. (2019). Impact of climate change on agriculture production and its sustainable solutions. Environmental Sustainability, 2(2), 95–96.CrossRef Arora, N. K. (2019). Impact of climate change on agriculture production and its sustainable solutions. Environmental Sustainability, 2(2), 95–96.CrossRef
Zurück zum Zitat Arrhenius, S. (1896). XXXI. On the influence of carbonic acid in the air upon the temperature of the ground. The London, Edinburgh, and Dublin Philosophical Magazine and Journal of Science, 41(251), 237–276. Arrhenius, S. (1896). XXXI. On the influence of carbonic acid in the air upon the temperature of the ground. The London, Edinburgh, and Dublin Philosophical Magazine and Journal of Science, 41(251), 237–276.
Zurück zum Zitat Askanius, T., & Uldam, J. (2011). Online social media for radical politics: climate change activism on YouTube. International Journal of Electronic Governance, 4(1–2), 69–84.CrossRef Askanius, T., & Uldam, J. (2011). Online social media for radical politics: climate change activism on YouTube. International Journal of Electronic Governance, 4(1–2), 69–84.CrossRef
Zurück zum Zitat Azadi, Y., Yazdanpanah, M., & Mahmoudi, H. (2019). Understanding smallholder farmers’ adaptation behaviors through climate change beliefs, risk perception, trust, and psychological distance: Evidence from wheat growers in Iran. Journal of Environmental Management, 250, 109456.CrossRef Azadi, Y., Yazdanpanah, M., & Mahmoudi, H. (2019). Understanding smallholder farmers’ adaptation behaviors through climate change beliefs, risk perception, trust, and psychological distance: Evidence from wheat growers in Iran. Journal of Environmental Management, 250, 109456.CrossRef
Zurück zum Zitat Bain, P. G., Kroonenberg, P. M., Johansson, L. O., Milfont, T. L., Crimston, C. R., Kurz, T., Bushina, E., Calligaro, C., Demarque, C., Guan, Y., & Park, J. (2019). Public views of the sustainable development goals across countries. Nature Sustainability, 2(9), 819–825.CrossRef Bain, P. G., Kroonenberg, P. M., Johansson, L. O., Milfont, T. L., Crimston, C. R., Kurz, T., Bushina, E., Calligaro, C., Demarque, C., Guan, Y., & Park, J. (2019). Public views of the sustainable development goals across countries. Nature Sustainability, 2(9), 819–825.CrossRef
Zurück zum Zitat Bayer, P., & Genovese, F. (2020). Beliefs about consequences from climate action under weak climate institutions: sectors, home bias, and international embeddedness. Global Environmental Politics, 20(4), 28–50.CrossRef Bayer, P., & Genovese, F. (2020). Beliefs about consequences from climate action under weak climate institutions: sectors, home bias, and international embeddedness. Global Environmental Politics, 20(4), 28–50.CrossRef
Zurück zum Zitat Beg, N., Morlot, J. C., Davidson, O., Afrane-Okesse, Y., Tyani, L., Denton, F., & Rahman, A. A. (2002). Linkages between climate change and sustainable development. Climate Policy, 2(2–3), 129–144.CrossRef Beg, N., Morlot, J. C., Davidson, O., Afrane-Okesse, Y., Tyani, L., Denton, F., & Rahman, A. A. (2002). Linkages between climate change and sustainable development. Climate Policy, 2(2–3), 129–144.CrossRef
Zurück zum Zitat Berrang-Ford, L., Ford, J. D., & Paterson, J. (2011). Are we adapting to climate change? Global Environmental Change, 21(1), 25–33.CrossRef Berrang-Ford, L., Ford, J. D., & Paterson, J. (2011). Are we adapting to climate change? Global Environmental Change, 21(1), 25–33.CrossRef
Zurück zum Zitat Blok, A., Farías, I., & Roberts, C. (2020). The Routledge companion to actor-network theory (p. 458). Taylor & Francis. Blok, A., Farías, I., & Roberts, C. (2020). The Routledge companion to actor-network theory (p. 458). Taylor & Francis.
Zurück zum Zitat Broecker, W. S. (1975). Climatic change: are we on the brink of a pronounced global warming? Science, 189(4201), 460–463.CrossRef Broecker, W. S. (1975). Climatic change: are we on the brink of a pronounced global warming? Science, 189(4201), 460–463.CrossRef
Zurück zum Zitat Burke, S. E., Sanson, A. V., & Van Hoorn, J. (2018). The psychological effects of climate change on children. Current Psychiatry Reports, 20(5), 1–8.CrossRef Burke, S. E., Sanson, A. V., & Van Hoorn, J. (2018). The psychological effects of climate change on children. Current Psychiatry Reports, 20(5), 1–8.CrossRef
Zurück zum Zitat Burnap, P., Rana, O. F., Avis, N., Williams, M., Housley, W., Edwards, A., & Sloan, L. (2015). Detecting tension in online communities with computational Twitter analysis. Technological Forecasting and Social Change, 95, 96–108.CrossRef Burnap, P., Rana, O. F., Avis, N., Williams, M., Housley, W., Edwards, A., & Sloan, L. (2015). Detecting tension in online communities with computational Twitter analysis. Technological Forecasting and Social Change, 95, 96–108.CrossRef
Zurück zum Zitat Callendar, G. S. (1938). The artificial production of carbon dioxide and its influence on temperature. Quarterly Journal of the Royal Meteorological Society, 64(275), 223–240.CrossRef Callendar, G. S. (1938). The artificial production of carbon dioxide and its influence on temperature. Quarterly Journal of the Royal Meteorological Society, 64(275), 223–240.CrossRef
Zurück zum Zitat Callon, M., & Blackwell, O. (2007). Actor-network theory. The Politics of Interventions (Vol. 1, pp. 273–286). Oslo Academic Press. Callon, M., & Blackwell, O. (2007). Actor-network theory. The Politics of Interventions (Vol. 1, pp. 273–286). Oslo Academic Press.
Zurück zum Zitat Chae, B. K. (2015). Insights from hashtag# supplychain and Twitter Analytics: Considering Twitter and Twitter data for supply chain practice and research. International Journal of Production Economics, 165, 247–259.CrossRef Chae, B. K. (2015). Insights from hashtag# supplychain and Twitter Analytics: Considering Twitter and Twitter data for supply chain practice and research. International Journal of Production Economics, 165, 247–259.CrossRef
Zurück zum Zitat Chatfield, A. T., Scholl, H. J. J., & Brajawidagda, U. (2013). Tsunami early warnings via Twitter in government: Net-savvy citizens’ co-production of time-critical public information services. Government Information Quarterly, 30(4), 377–386.CrossRef Chatfield, A. T., Scholl, H. J. J., & Brajawidagda, U. (2013). Tsunami early warnings via Twitter in government: Net-savvy citizens’ co-production of time-critical public information services. Government Information Quarterly, 30(4), 377–386.CrossRef
Zurück zum Zitat Chen, M. F. (2020). The impacts of perceived moral obligation and sustainability self-identity on sustainability development: A theory of planned behavior purchase intention model of sustainability‐labeled coffee and the moderating effect of climate change skepticism. Business Strategy and the Environment, 29(6), 2404–2417.CrossRef Chen, M. F. (2020). The impacts of perceived moral obligation and sustainability self-identity on sustainability development: A theory of planned behavior purchase intention model of sustainability‐labeled coffee and the moderating effect of climate change skepticism. Business Strategy and the Environment, 29(6), 2404–2417.CrossRef
Zurück zum Zitat Cody, E. M., Reagan, A. J., Mitchell, L., Dodds, P. S., & Danforth, C. M. (2015). Climate change sentiment on Twitter: An unsolicited public opinion poll. PLoS One, 10(8), e0136092. Cody, E. M., Reagan, A. J., Mitchell, L., Dodds, P. S., & Danforth, C. M. (2015). Climate change sentiment on Twitter: An unsolicited public opinion poll. PLoS One, 10(8), e0136092.
Zurück zum Zitat Creutzig, F., Jochem, P., Edelenbosch, O. Y., Mattauch, L., Vuuren, D. P. V., McCollum, D., & Minx, J. (2015). Transport: A roadblock to climate change mitigation? Science, 350(6263), 911–912.CrossRef Creutzig, F., Jochem, P., Edelenbosch, O. Y., Mattauch, L., Vuuren, D. P. V., McCollum, D., & Minx, J. (2015). Transport: A roadblock to climate change mitigation? Science, 350(6263), 911–912.CrossRef
Zurück zum Zitat Duguay, S. (2016). Constructing public space|“legit can’t wait for# Toronto# WorldPride!”: investigating the twitter public of a large-scale LGBTQ festival. International Journal of Communication, 10, 25. Duguay, S. (2016). Constructing public space|“legit can’t wait for# Toronto# WorldPride!”: investigating the twitter public of a large-scale LGBTQ festival. International Journal of Communication, 10, 25.
Zurück zum Zitat Dwivedi, Y. K., Hughes, L., Kar, A. K., Baabdullah, A. M., Grover, P., Abbas, R., & Wade, M. (2022). Climate change and COP26: Are digital technologies and information management part of the problem or the solution? An editorial reflection and call to action. International Journal of Information Management, 63, 102456.CrossRef Dwivedi, Y. K., Hughes, L., Kar, A. K., Baabdullah, A. M., Grover, P., Abbas, R., & Wade, M. (2022). Climate change and COP26: Are digital technologies and information management part of the problem or the solution? An editorial reflection and call to action. International Journal of Information Management, 63, 102456.CrossRef
Zurück zum Zitat Dwivedi, Y. K., Kelly, G., Janssen, M., Rana, N. P., Slade, E. L., & Clement, M. (2018). Social media: The good, the bad, and the ugly. Information Systems Frontiers, 20(3), 419–423.CrossRef Dwivedi, Y. K., Kelly, G., Janssen, M., Rana, N. P., Slade, E. L., & Clement, M. (2018). Social media: The good, the bad, and the ugly. Information Systems Frontiers, 20(3), 419–423.CrossRef
Zurück zum Zitat Eurobarometer, S. (2011). Public Awareness and Acceptance of CO2 capture and storage. Unter Mitarbeit von TNS Opinion & Social. Directorate-General for Energy. European Commission. Eurobarometer, S. (2011). Public Awareness and Acceptance of CO2 capture and storage. Unter Mitarbeit von TNS Opinion & Social. Directorate-General for Energy. European Commission.
Zurück zum Zitat Fan, W., & Gordon, M. D. (2014). The power of social media analytics. Communications of the ACM, 57(6), 74–81.CrossRef Fan, W., & Gordon, M. D. (2014). The power of social media analytics. Communications of the ACM, 57(6), 74–81.CrossRef
Zurück zum Zitat Fathi, S., Srinivasan, R. S., Kibert, C. J., Steiner, R. L., & Demirezen, E. (2020). AI-based campus energy use prediction for assessing the effects of climate change. Sustainability, 12(8), 3223.CrossRef Fathi, S., Srinivasan, R. S., Kibert, C. J., Steiner, R. L., & Demirezen, E. (2020). AI-based campus energy use prediction for assessing the effects of climate change. Sustainability, 12(8), 3223.CrossRef
Zurück zum Zitat Ferrara, E., Varol, O., Davis, C., Menczer, F., & Flammini, A. (2016). The rise of social bots. Communications of the ACM, 59(7), 96–104.CrossRef Ferrara, E., Varol, O., Davis, C., Menczer, F., & Flammini, A. (2016). The rise of social bots. Communications of the ACM, 59(7), 96–104.CrossRef
Zurück zum Zitat Fleming, J. R. (1999). Joseph Fourier, the ‘greenhouse effect’, and the quest for a universal theory of terrestrial temperatures. Endeavour, 23(2), 72–75.CrossRef Fleming, J. R. (1999). Joseph Fourier, the ‘greenhouse effect’, and the quest for a universal theory of terrestrial temperatures. Endeavour, 23(2), 72–75.CrossRef
Zurück zum Zitat Fourier, J. B. F. (1827). On the temperatures of the terrestrial sphere and interplanetary space. Mémoires de l’Académie Royale des Sciences, 7, 569–604. Fourier, J. B. F. (1827). On the temperatures of the terrestrial sphere and interplanetary space. Mémoires de l’Académie Royale des Sciences, 7, 569–604.
Zurück zum Zitat Fuso Nerini, F., Sovacool, B., Hughes, N., Cozzi, L., Cosgrave, E., Howells, M., & Milligan, B. (2019). Connecting climate action with other Sustainable Development Goals. Nature Sustainability, 2(8), 674–680.CrossRef Fuso Nerini, F., Sovacool, B., Hughes, N., Cozzi, L., Cosgrave, E., Howells, M., & Milligan, B. (2019). Connecting climate action with other Sustainable Development Goals. Nature Sustainability, 2(8), 674–680.CrossRef
Zurück zum Zitat García-Gavilanes, R., Mejova, Y., & Quercia, D. (2014, February). Twitter ain’t without frontiers: economic, social, and cultural boundaries in international communication. In Proceedings of the 17th ACM conference on Computer supported cooperative work & social computing (pp. 1511–1522). García-Gavilanes, R., Mejova, Y., & Quercia, D. (2014, February). Twitter ain’t without frontiers: economic, social, and cultural boundaries in international communication. In Proceedings of the 17th ACM conference on Computer supported cooperative work & social computing (pp. 1511–1522).
Zurück zum Zitat George, G., Merrill, R. K., & Schillebeeckx, S. J. (2021). Digital sustainability and entrepreneurship: How digital innovations are helping tackle climate change and sustainable development. Entrepreneurship Theory and Practice, 45(5), 999–1027.CrossRef George, G., Merrill, R. K., & Schillebeeckx, S. J. (2021). Digital sustainability and entrepreneurship: How digital innovations are helping tackle climate change and sustainable development. Entrepreneurship Theory and Practice, 45(5), 999–1027.CrossRef
Zurück zum Zitat Grover, P., Kar, A. K., & Davies, G. (2018). “Technology enabled Health”–Insights from twitter analytics with a socio-technical perspective. International Journal of Information Management, 43, 85–97.CrossRef Grover, P., Kar, A. K., & Davies, G. (2018). “Technology enabled Health”–Insights from twitter analytics with a socio-technical perspective. International Journal of Information Management, 43, 85–97.CrossRef
Zurück zum Zitat Grover, P., Kar, A. K., Dwivedi, Y. K., & Janssen, M. (2019). Polarization and acculturation in US Election 2016 outcomes–Can twitter analytics predict changes in voting preferences. Technological Forecasting and Social Change, 145, 438–460.CrossRef Grover, P., Kar, A. K., Dwivedi, Y. K., & Janssen, M. (2019). Polarization and acculturation in US Election 2016 outcomes–Can twitter analytics predict changes in voting preferences. Technological Forecasting and Social Change, 145, 438–460.CrossRef
Zurück zum Zitat Guan, T., Meng, K., Liu, W., & Xue, L. (2019). Public attitudes toward sustainable development goals: Evidence from five Chinese cities. Sustainability, 11(20), 5793.CrossRef Guan, T., Meng, K., Liu, W., & Xue, L. (2019). Public attitudes toward sustainable development goals: Evidence from five Chinese cities. Sustainability, 11(20), 5793.CrossRef
Zurück zum Zitat Haddi, E., Liu, X., & Shi, Y. (2013). The role of text pre-processing in sentiment analysis. Procedia Computer Science, 17, 26–32.CrossRef Haddi, E., Liu, X., & Shi, Y. (2013). The role of text pre-processing in sentiment analysis. Procedia Computer Science, 17, 26–32.CrossRef
Zurück zum Zitat Harris, J. K., Moreland-Russell, S., Choucair, B., Mansour, R., Staub, M., & Simmons, K. (2014). Tweeting for and against public health policy: response to the Chicago Department of Public Health’s electronic cigarette Twitter campaign. Journal of medical Internet Research, 16(10), e238. Harris, J. K., Moreland-Russell, S., Choucair, B., Mansour, R., Staub, M., & Simmons, K. (2014). Tweeting for and against public health policy: response to the Chicago Department of Public Health’s electronic cigarette Twitter campaign. Journal of medical Internet Research, 16(10), e238.
Zurück zum Zitat Hassan Zadeh, A., Zolbanin, H. M., Sharda, R., & Delen, D. (2019). Social media for nowcasting flu activity: Spatio-temporal big data analysis. Information Systems Frontiers, 21(4), 743–760.CrossRef Hassan Zadeh, A., Zolbanin, H. M., Sharda, R., & Delen, D. (2019). Social media for nowcasting flu activity: Spatio-temporal big data analysis. Information Systems Frontiers, 21(4), 743–760.CrossRef
Zurück zum Zitat Holmberg, K. (2014). The impact of retweeting on altmetrics. Altmetrics14: expanding impacts and metrics, 2–4. Holmberg, K. (2014). The impact of retweeting on altmetrics. Altmetrics14: expanding impacts and metrics, 2–4.
Zurück zum Zitat Holmberg, K., & Hellsten, I. (2015). Gender differences in the climate change communication on Twitter. Internet Research. Holmberg, K., & Hellsten, I. (2015). Gender differences in the climate change communication on Twitter. Internet Research.
Zurück zum Zitat Horton, D. (2004). Local environmentalism and the Internet. Environmental Politics, 13(4), 734–753.CrossRef Horton, D. (2004). Local environmentalism and the Internet. Environmental Politics, 13(4), 734–753.CrossRef
Zurück zum Zitat İşeri, E., & Günay, D. (2017). Assessing Turkey’s climate change commitments: the case of Turkey’s Energy Policy. Perceptions: Journal of International Affairs, 22(2), 107–130. İşeri, E., & Günay, D. (2017). Assessing Turkey’s climate change commitments: the case of Turkey’s Energy Policy. Perceptions: Journal of International Affairs, 22(2), 107–130.
Zurück zum Zitat Ismagilova, E., Hughes, L., Dwivedi, Y. K., & Raman, K. R. (2019). Smart cities: Advances in research—An information systems perspective. International Journal of Information Management, 47, 88–100.CrossRef Ismagilova, E., Hughes, L., Dwivedi, Y. K., & Raman, K. R. (2019). Smart cities: Advances in research—An information systems perspective. International Journal of Information Management, 47, 88–100.CrossRef
Zurück zum Zitat James, P., Das, R., Jalosinska, A., & Smith, L. (2020). Smart cities and a data-driven response to COVID-19. Dialogues in Human Geography, 10(2), 255–259. James, P., Das, R., Jalosinska, A., & Smith, L. (2020). Smart cities and a data-driven response to COVID-19. Dialogues in Human Geography, 10(2), 255–259.
Zurück zum Zitat Jann, B., Krumpal, I., & Wolter, F. (2019). Social desirability bias in surveys–Collecting and analyzing sensitive data. Special Issue. Jann, B., Krumpal, I., & Wolter, F. (2019). Social desirability bias in surveys–Collecting and analyzing sensitive data. Special Issue.
Zurück zum Zitat Kanda, W., Kuisma, M., Kivimaa, P., & Hjelm, O. (2020). Conceptualising the systemic activities of intermediaries in sustainability transitions. Environmental Innovation and Societal Transitions, 36, 449–465. Kanda, W., Kuisma, M., Kivimaa, P., & Hjelm, O. (2020). Conceptualising the systemic activities of intermediaries in sustainability transitions. Environmental Innovation and Societal Transitions, 36, 449–465.
Zurück zum Zitat Kankanhalli, A., Hahn, J., Tan, S., & Gao, G. (2016). Big data and analytics in healthcare: Introduction to the special section. Information Systems Frontiers, 18(2), 233–235.CrossRef Kankanhalli, A., Hahn, J., Tan, S., & Gao, G. (2016). Big data and analytics in healthcare: Introduction to the special section. Information Systems Frontiers, 18(2), 233–235.CrossRef
Zurück zum Zitat Kapoor, K. K., Tamilmani, K., Rana, N. P., Patil, P., Dwivedi, Y. K., & Nerur, S. (2018). Advances in social media research: Past, present and future. Information Systems Frontiers, 20(3), 531–558.CrossRef Kapoor, K. K., Tamilmani, K., Rana, N. P., Patil, P., Dwivedi, Y. K., & Nerur, S. (2018). Advances in social media research: Past, present and future. Information Systems Frontiers, 20(3), 531–558.CrossRef
Zurück zum Zitat Kar, A. K., & Dwivedi, Y. K. (2020). Theory building with big data-driven research–Moving away from the “What” towards the “Why”. International Journal of Information Management, 54, 102205.CrossRef Kar, A. K., & Dwivedi, Y. K. (2020). Theory building with big data-driven research–Moving away from the “What” towards the “Why”. International Journal of Information Management, 54, 102205.CrossRef
Zurück zum Zitat Karami, A., Lundy, M., Webb, F., & Dwivedi, Y. K. (2020). Twitter and research: A systematic literature review through text mining. IEEE Access, 8, 67698–67717. Karami, A., Lundy, M., Webb, F., & Dwivedi, Y. K. (2020). Twitter and research: A systematic literature review through text mining. IEEE Access, 8, 67698–67717.
Zurück zum Zitat Kassarjian, H. H. (1977). Content analysis in consumer research. Journal of Consumer Research, 4(1), 8–18.CrossRef Kassarjian, H. H. (1977). Content analysis in consumer research. Journal of Consumer Research, 4(1), 8–18.CrossRef
Zurück zum Zitat Kayser, V., & Blind, K. (2017). Extending the knowledge base of foresight: The contribution of text mining. Technological Forecasting and Social Change, 116, 208–215.CrossRef Kayser, V., & Blind, K. (2017). Extending the knowledge base of foresight: The contribution of text mining. Technological Forecasting and Social Change, 116, 208–215.CrossRef
Zurück zum Zitat Kivimaa, P., Laakso, S., Lonkila, A., & Kaljonen, M. (2021). Moving beyond disruptive innovation: A review of disruption in sustainability transitions. Environmental Innovation and Societal Transitions, 38, 110–126. Kivimaa, P., Laakso, S., Lonkila, A., & Kaljonen, M. (2021). Moving beyond disruptive innovation: A review of disruption in sustainability transitions. Environmental Innovation and Societal Transitions, 38, 110–126.
Zurück zum Zitat Kumar, A. (2018). Global warming, climate change and greenhouse gas mitigation. Biofuels: Greenhouse Gas Mitigation and Global Warming (pp. 1–16). Springer. Kumar, A. (2018). Global warming, climate change and greenhouse gas mitigation. Biofuels: Greenhouse Gas Mitigation and Global Warming (pp. 1–16). Springer.
Zurück zum Zitat La, V. P., Pham, T. H., Ho, M. T., Nguyen, M. H., Nguyen, P., Vuong, K. L., & Vuong, Q. H. (2020). Policy response, social media and science journalism for the sustainability of the public health system amid the COVID-19 outbreak: the Vietnam lessons. Sustainability, 12(7), 2931.CrossRef La, V. P., Pham, T. H., Ho, M. T., Nguyen, M. H., Nguyen, P., Vuong, K. L., & Vuong, Q. H. (2020). Policy response, social media and science journalism for the sustainability of the public health system amid the COVID-19 outbreak: the Vietnam lessons. Sustainability, 12(7), 2931.CrossRef
Zurück zum Zitat Lim, W. L., Ho, C. C., & Ting, C. Y. (2020). Sentiment analysis by fusing text and location features of geo-tagged tweets. IEEE Access: Practical Innovations, Open Solutions, 8, 181014–181027.CrossRef Lim, W. L., Ho, C. C., & Ting, C. Y. (2020). Sentiment analysis by fusing text and location features of geo-tagged tweets. IEEE Access: Practical Innovations, Open Solutions, 8, 181014–181027.CrossRef
Zurück zum Zitat Llewellyn, C., Grover, C., Alex, B., Oberlander, J., & Tobin, R. (2015). Extracting a topic specific dataset from a Twitter archive. In International Conference on Theory and Practice of Digital Libraries (pp. 364–367). Springer. Llewellyn, C., Grover, C., Alex, B., Oberlander, J., & Tobin, R. (2015). Extracting a topic specific dataset from a Twitter archive. In International Conference on Theory and Practice of Digital Libraries (pp. 364–367). Springer.
Zurück zum Zitat Loureiro, M. L., & Alló, M. (2020). Sensing climate change and energy issues: Sentiment and emotion analysis with social media in the UK and Spain. Energy Policy, 143, 111490.CrossRef Loureiro, M. L., & Alló, M. (2020). Sensing climate change and energy issues: Sentiment and emotion analysis with social media in the UK and Spain. Energy Policy, 143, 111490.CrossRef
Zurück zum Zitat Magdum, P. G., & Rathi, S. (2021). A survey on deep learning-based automatic text summarization models. Advances in Artificial Intelligence and Data Engineering (pp. 377–392). Springer.CrossRef Magdum, P. G., & Rathi, S. (2021). A survey on deep learning-based automatic text summarization models. Advances in Artificial Intelligence and Data Engineering (pp. 377–392). Springer.CrossRef
Zurück zum Zitat Makondo, C. C., & Thomas, D. S. (2018). Climate change adaptation: Linking indigenous knowledge with western science for effective adaptation (88 vol., pp. 83–91). Environmental Science & Policy. Makondo, C. C., & Thomas, D. S. (2018). Climate change adaptation: Linking indigenous knowledge with western science for effective adaptation (88 vol., pp. 83–91). Environmental Science & Policy.
Zurück zum Zitat Mavrodieva, A. V., Rachman, O. K., Harahap, V. B., & Shaw, R. (2019). Role of social media as a soft power tool in raising public awareness and engagement in addressing climate change. Climate, 7(10), 122.CrossRef Mavrodieva, A. V., Rachman, O. K., Harahap, V. B., & Shaw, R. (2019). Role of social media as a soft power tool in raising public awareness and engagement in addressing climate change. Climate, 7(10), 122.CrossRef
Zurück zum Zitat McLaren, D., & Markusson, N. (2020). The co-evolution of technological promises, modelling, policies and climate change targets. Nature Climate Change, 10(5), 392–397.CrossRef McLaren, D., & Markusson, N. (2020). The co-evolution of technological promises, modelling, policies and climate change targets. Nature Climate Change, 10(5), 392–397.CrossRef
Zurück zum Zitat Mehra, V., Sarin, P., Singh, P., Sawhney, R. S., & Kar, A. K. (2021, September). Impact of COVID-19 pandemic on E-participation of fans in sports events. In Conference on e-Business, e-Services and e-Society (pp. 692–703). Springer. Mehra, V., Sarin, P., Singh, P., Sawhney, R. S., & Kar, A. K. (2021, September). Impact of COVID-19 pandemic on E-participation of fans in sports events. In Conference on e-Business, e-Services and e-Society (pp. 692–703). Springer.
Zurück zum Zitat Mensah, J. (2019). Sustainable development: Meaning, history, principles, pillars, and implications for human action: Literature review. Cogent Social Sciences, 5(1), 1653531.CrossRef Mensah, J. (2019). Sustainable development: Meaning, history, principles, pillars, and implications for human action: Literature review. Cogent Social Sciences, 5(1), 1653531.CrossRef
Zurück zum Zitat Millennium ecosystem assessment, M. E. A. (2005). Ecosystems and human well-being (Vol. 5, pp. 563–563). Island press. Millennium ecosystem assessment, M. E. A. (2005). Ecosystems and human well-being (Vol. 5, pp. 563–563). Island press.
Zurück zum Zitat Mirbabaie, M., Bunker, D., Stieglitz, S., & Deubel, A. (2020). Who sets the tone? Determining the impact of convergence behaviour archetypes in social media crisis communication. Information Systems Frontiers, 22(2), 339–351.CrossRef Mirbabaie, M., Bunker, D., Stieglitz, S., & Deubel, A. (2020). Who sets the tone? Determining the impact of convergence behaviour archetypes in social media crisis communication. Information Systems Frontiers, 22(2), 339–351.CrossRef
Zurück zum Zitat Mirbabaie, M., Ehnis, C., Stieglitz, S., Bunker, D., & Rose, T. (2021). Digital nudging in social media disaster communication. Information Systems Frontiers, 23(5), 1097–1113.CrossRef Mirbabaie, M., Ehnis, C., Stieglitz, S., Bunker, D., & Rose, T. (2021). Digital nudging in social media disaster communication. Information Systems Frontiers, 23(5), 1097–1113.CrossRef
Zurück zum Zitat Mitchell, J. F. (1989). The “greenhouse” effect and climate change. Reviews of Geophysics, 27(1), 115–139.CrossRef Mitchell, J. F. (1989). The “greenhouse” effect and climate change. Reviews of Geophysics, 27(1), 115–139.CrossRef
Zurück zum Zitat Murayama, Y., Scholl, H. J., & Velev, D. (2021). Information technology in disaster risk reduction. Information Systems Frontiers, 23(5), 1077–1081.CrossRef Murayama, Y., Scholl, H. J., & Velev, D. (2021). Information technology in disaster risk reduction. Information Systems Frontiers, 23(5), 1077–1081.CrossRef
Zurück zum Zitat Murugesan, S. (2008). Harnessing green IT: principles and practices. IT Professional, 10(1), 24–33.CrossRef Murugesan, S. (2008). Harnessing green IT: principles and practices. IT Professional, 10(1), 24–33.CrossRef
Zurück zum Zitat Nachman, L., Rauchfleisch, A., & Hioe, B. (2022). How China divides the left: competing transnational left-wing alternative media on Twitter. Media and Communication, 10(3), 50–63.CrossRef Nachman, L., Rauchfleisch, A., & Hioe, B. (2022). How China divides the left: competing transnational left-wing alternative media on Twitter. Media and Communication, 10(3), 50–63.CrossRef
Zurück zum Zitat Ng, A. K., Wang, T., Yang, Z., Li, K. X., & Jiang, C. (2018). How is business adapting to climate change impacts appropriately? Insight from the commercial port sector. Journal of Business Ethics, 150(4), 1029–1047.CrossRef Ng, A. K., Wang, T., Yang, Z., Li, K. X., & Jiang, C. (2018). How is business adapting to climate change impacts appropriately? Insight from the commercial port sector. Journal of Business Ethics, 150(4), 1029–1047.CrossRef
Zurück zum Zitat Nisbet, M. C., & Kotcher, J. E. (2009). A two-step flow of influence? Opinion-leader campaigns on climate change. Science Communication, 30(3), 328–354.CrossRef Nisbet, M. C., & Kotcher, J. E. (2009). A two-step flow of influence? Opinion-leader campaigns on climate change. Science Communication, 30(3), 328–354.CrossRef
Zurück zum Zitat Orr, M., Inoue, Y., Seymour, R., & Dingle, G. (2022). Impacts of climate change on organized sport: A scoping review. Wiley Interdisciplinary Reviews: Climate Change, e760. Orr, M., Inoue, Y., Seymour, R., & Dingle, G. (2022). Impacts of climate change on organized sport: A scoping review. Wiley Interdisciplinary Reviews: Climate Change, e760.
Zurück zum Zitat Pearce, W., Niederer, S., Özkula, S. M., & Sánchez Querubín, N. (2019). The social media life of climate change: Platforms, publics, and future imaginaries. Wiley Interdisciplinary Reviews: Climate Change, 10(2), e569. Pearce, W., Niederer, S., Özkula, S. M., & Sánchez Querubín, N. (2019). The social media life of climate change: Platforms, publics, and future imaginaries. Wiley Interdisciplinary Reviews: Climate Change, 10(2), e569.
Zurück zum Zitat Pfenninger, S., DeCarolis, J., Hirth, L., Quoilin, S., & Staffell, I. (2017). The importance of open data and software: Is energy research lagging behind? Energy Policy, 101, 211–215.CrossRef Pfenninger, S., DeCarolis, J., Hirth, L., Quoilin, S., & Staffell, I. (2017). The importance of open data and software: Is energy research lagging behind? Energy Policy, 101, 211–215.CrossRef
Zurück zum Zitat Pickerill, J. (2002). Weaving a green web: environmental protest and computer-mediated communication in Britain. Culture and politics in the information age (pp. 156–180). Routledge. Pickerill, J. (2002). Weaving a green web: environmental protest and computer-mediated communication in Britain. Culture and politics in the information age (pp. 156–180). Routledge.
Zurück zum Zitat Pobiruchin, M., Zowalla, R., & Wiesner, M. (2020). Temporal and location variations, and link categories for the dissemination of COVID-19–related information on twitter during the SARS-CoV-2 outbreak in Europe: Infoveillance study. Journal of medical Internet research, 22(8), e19629. Pobiruchin, M., Zowalla, R., & Wiesner, M. (2020). Temporal and location variations, and link categories for the dissemination of COVID-19–related information on twitter during the SARS-CoV-2 outbreak in Europe: Infoveillance study. Journal of medical Internet research, 22(8), e19629.
Zurück zum Zitat Rana, N. P., Luthra, S., Mangla, S. K., Islam, R., Roderick, S., & Dwivedi, Y. K. (2019). Barriers to the development of smart cities in Indian context. Information Systems Frontiers, 21(3), 503–525.CrossRef Rana, N. P., Luthra, S., Mangla, S. K., Islam, R., Roderick, S., & Dwivedi, Y. K. (2019). Barriers to the development of smart cities in Indian context. Information Systems Frontiers, 21(3), 503–525.CrossRef
Zurück zum Zitat Raupach, T. H., Martius, O., Allen, J. T., Kunz, M., Lasher-Trapp, S., Mohr, S., & Zhang, Q. (2021). The effects of climate change on hailstorms. Nature reviews earth & environment, 2(3), 213–226.CrossRef Raupach, T. H., Martius, O., Allen, J. T., Kunz, M., Lasher-Trapp, S., Mohr, S., & Zhang, Q. (2021). The effects of climate change on hailstorms. Nature reviews earth & environment, 2(3), 213–226.CrossRef
Zurück zum Zitat Reusch, T. B. (2014). Climate change in the oceans: evolutionary versus phenotypically plastic responses of marine animals and plants. Evolutionary applications, 7(1), 104–122.CrossRef Reusch, T. B. (2014). Climate change in the oceans: evolutionary versus phenotypically plastic responses of marine animals and plants. Evolutionary applications, 7(1), 104–122.CrossRef
Zurück zum Zitat Rocque, R. J., Beaudoin, C., Ndjaboue, R., Cameron, L., Poirier-Bergeron, L., Poulin-Rheault, R. A., & Witteman, H. O. (2021). Health effects of climate change: an overview of systematic reviews. BMJ Open, 11(6), e046333. Rocque, R. J., Beaudoin, C., Ndjaboue, R., Cameron, L., Poirier-Bergeron, L., Poulin-Rheault, R. A., & Witteman, H. O. (2021). Health effects of climate change: an overview of systematic reviews. BMJ Open, 11(6), e046333.
Zurück zum Zitat Roxburgh, N., Guan, D., Shin, K. J., Rand, W., Managi, S., Lovelace, R., & Meng, J. (2019). Characterising climate change discourse on social media during extreme weather events. Global environmental change, 54, 50–60.CrossRef Roxburgh, N., Guan, D., Shin, K. J., Rand, W., Managi, S., Lovelace, R., & Meng, J. (2019). Characterising climate change discourse on social media during extreme weather events. Global environmental change, 54, 50–60.CrossRef
Zurück zum Zitat Ruhlandt, R. W. S. (2018). The governance of smart cities: A systematic literature review. Cities, 81, 1–23.CrossRef Ruhlandt, R. W. S. (2018). The governance of smart cities: A systematic literature review. Cities, 81, 1–23.CrossRef
Zurück zum Zitat Salam, A. (2020). Internet of things for environmental sustainability and climate change. Internet of Things for sustainable community development (pp. 33–69). Springer.CrossRef Salam, A. (2020). Internet of things for environmental sustainability and climate change. Internet of Things for sustainable community development (pp. 33–69). Springer.CrossRef
Zurück zum Zitat Sarkis, J., Koo, C., & Watson, R. T. (2013). Green information systems & technologies–this generation and beyond: Introduction to the special issue. Information Systems Frontiers, 15(5), 695–704.CrossRef Sarkis, J., Koo, C., & Watson, R. T. (2013). Green information systems & technologies–this generation and beyond: Introduction to the special issue. Information Systems Frontiers, 15(5), 695–704.CrossRef
Zurück zum Zitat Schäfer, M. S. (2012a). Online communication on climate change and climate politics: a literature review. Wiley Interdisciplinary Reviews: Climate Change, 3(6), 527–543. Schäfer, M. S. (2012a). Online communication on climate change and climate politics: a literature review. Wiley Interdisciplinary Reviews: Climate Change, 3(6), 527–543.
Zurück zum Zitat Schäfer, M. S. (2012b). “Hacktivism”? Online-Medien und Social Media als Instrumente der Klimakommunikation zivilgesellschaftlicher Akteure. Forschungsjournal Soziale Bewegungen, 25(2), 70–79.CrossRef Schäfer, M. S. (2012b). “Hacktivism”? Online-Medien und Social Media als Instrumente der Klimakommunikation zivilgesellschaftlicher Akteure. Forschungsjournal Soziale Bewegungen, 25(2), 70–79.CrossRef
Zurück zum Zitat Schill, M., Godefroit-Winkel, D., & Hughes, M. (2021). A country-of-origin perspective on climate change actions: evidence from France, Morocco, and the United States. Journal of International Marketing, 29(1), 23–38.CrossRef Schill, M., Godefroit-Winkel, D., & Hughes, M. (2021). A country-of-origin perspective on climate change actions: evidence from France, Morocco, and the United States. Journal of International Marketing, 29(1), 23–38.CrossRef
Zurück zum Zitat Segerberg, A., & Bennett, W. L. (2011). Social media and the organization of collective action: Using Twitter to explore the ecologies of two climate change protests. The Communication Review, 14(3), 197–215.CrossRef Segerberg, A., & Bennett, W. L. (2011). Social media and the organization of collective action: Using Twitter to explore the ecologies of two climate change protests. The Communication Review, 14(3), 197–215.CrossRef
Zurück zum Zitat Singh, J. P., Dwivedi, Y. K., Rana, N. P., Kumar, A., & Kapoor, K. K. (2019a). Event classification and location prediction from tweets during disasters. Annals of Operations Research, 283(1), 737–757.CrossRef Singh, J. P., Dwivedi, Y. K., Rana, N. P., Kumar, A., & Kapoor, K. K. (2019a). Event classification and location prediction from tweets during disasters. Annals of Operations Research, 283(1), 737–757.CrossRef
Zurück zum Zitat Singh, P., Dwivedi, Y. K., Kahlon, K. S., Rana, N. P., Patil, P. P., & Sawhney, R. S. (2019b, September). Digital Payment Adoption in India: Insights from Twitter Analytics. In Conference on e-Business, e-Services and e-Society (pp. 425–436). Springer. Singh, P., Dwivedi, Y. K., Kahlon, K. S., Rana, N. P., Patil, P. P., & Sawhney, R. S. (2019b, September). Digital Payment Adoption in India: Insights from Twitter Analytics. In Conference on e-Business, e-Services and e-Society (pp. 425–436). Springer.
Zurück zum Zitat Singh, P., Dwivedi, Y. K., Kahlon, K. S., Pathania, A., & Sawhney, R. S. (2020a). Can twitter analytics predict election outcome? An insight from 2017 Punjab assembly elections. Government Information Quarterly, 37(2), 101444.CrossRef Singh, P., Dwivedi, Y. K., Kahlon, K. S., Pathania, A., & Sawhney, R. S. (2020a). Can twitter analytics predict election outcome? An insight from 2017 Punjab assembly elections. Government Information Quarterly, 37(2), 101444.CrossRef
Zurück zum Zitat Singh, P., Dwivedi, Y. K., Kahlon, K. S., Sawhney, R. S., Alalwan, A. A., & Rana, N. P. (2020b). Smart monitoring and controlling of government policies using social media and cloud computing. Information Systems Frontiers, 22(2), 315–337. Singh, P., Dwivedi, Y. K., Kahlon, K. S., Sawhney, R. S., Alalwan, A. A., & Rana, N. P. (2020b). Smart monitoring and controlling of government policies using social media and cloud computing. Information Systems Frontiers, 22(2), 315–337.
Zurück zum Zitat Singh, P., Singh, S., Sohal, M., Dwivedi, Y. K., Kahlon, K. S., & Sawhney, R. S. (2020c). Psychological fear and anxiety caused by COVID-19: Insights from Twitter analytics. Asian Journal of Psychiatry, 54, 102280.CrossRef Singh, P., Singh, S., Sohal, M., Dwivedi, Y. K., Kahlon, K. S., & Sawhney, R. S. (2020c). Psychological fear and anxiety caused by COVID-19: Insights from Twitter analytics. Asian Journal of Psychiatry, 54, 102280.CrossRef
Zurück zum Zitat Singh, P., Kahlon, K. S., Sawhney, R. S., Vohra, R., & Kaur, S. (2018a). Social media buzz created by# nanotechnology: insights from Twitter analytics. Nanotechnology Reviews, 7(6), 521–528.CrossRef Singh, P., Kahlon, K. S., Sawhney, R. S., Vohra, R., & Kaur, S. (2018a). Social media buzz created by# nanotechnology: insights from Twitter analytics. Nanotechnology Reviews, 7(6), 521–528.CrossRef
Zurück zum Zitat Singh, P., Sawhney, R. S., & Kahlon, K. S. (2018b). Sentiment analysis of demonetization of 500 & 1000 rupee banknotes by Indian government. ICT Express, 4(3), 124–129.CrossRef Singh, P., Sawhney, R. S., & Kahlon, K. S. (2018b). Sentiment analysis of demonetization of 500 & 1000 rupee banknotes by Indian government. ICT Express, 4(3), 124–129.CrossRef
Zurück zum Zitat Singh, P., Kaur, S., Dwivedi, Y. K., Sharma, S., & Sawhney, R. S. (2021, September). # SDG13: Understanding Citizens Perspective Regarding Climate Change on Twitter. In Conference on e-Business, e-Services and e-Society (pp. 723–733). Springer. Singh, P., Kaur, S., Dwivedi, Y. K., Sharma, S., & Sawhney, R. S. (2021, September). # SDG13: Understanding Citizens Perspective Regarding Climate Change on Twitter. In Conference on e-Business, e-Services and e-Society (pp. 723–733). Springer.
Zurück zum Zitat Singh, P., Sawhney, R. S., & Kahlon, K. S. (2017a, March). Predicting the outcome of Spanish general elections 2016 using Twitter as a tool. In International Conference on Advanced Informatics for Computing Research (pp. 73–83). Springer. Singh, P., Sawhney, R. S., & Kahlon, K. S. (2017a, March). Predicting the outcome of Spanish general elections 2016 using Twitter as a tool. In International Conference on Advanced Informatics for Computing Research (pp. 73–83). Springer.
Zurück zum Zitat Singh, P., Sawhney, R. S., & Kahlon, K. S. (2017b, November). Forecasting the 2016 US presidential elections using sentiment analysis. In Conference on e-Business, e-Services and e-Society (pp. 412–423). Springer. Singh, P., Sawhney, R. S., & Kahlon, K. S. (2017b, November). Forecasting the 2016 US presidential elections using sentiment analysis. In Conference on e-Business, e-Services and e-Society (pp. 412–423). Springer.
Zurück zum Zitat Sinha, A., Kumar, P., Rana, N. P., Islam, R., & Dwivedi, Y. K. (2019). Impact of internet of things (IoT) in disaster management: a task-technology fit perspective. Annals of Operations Research, 283(1), 759–794.CrossRef Sinha, A., Kumar, P., Rana, N. P., Islam, R., & Dwivedi, Y. K. (2019). Impact of internet of things (IoT) in disaster management: a task-technology fit perspective. Annals of Operations Research, 283(1), 759–794.CrossRef
Zurück zum Zitat Sisco, M. R., Pianta, S., Weber, E. U., & Bosetti, V. (2021). Global climate marches sharply raise attention to climate change: Analysis of climate search behavior in 46 countries. Journal of Environmental Psychology, 75, 101596.CrossRef Sisco, M. R., Pianta, S., Weber, E. U., & Bosetti, V. (2021). Global climate marches sharply raise attention to climate change: Analysis of climate search behavior in 46 countries. Journal of Environmental Psychology, 75, 101596.CrossRef
Zurück zum Zitat Smith, K. S., McCreadie, R., Macdonald, C., & Ounis, I. (2018). Regional sentiment bias in social media reporting during crises. Information Systems Frontiers, 20(5), 1013–1025.CrossRef Smith, K. S., McCreadie, R., Macdonald, C., & Ounis, I. (2018). Regional sentiment bias in social media reporting during crises. Information Systems Frontiers, 20(5), 1013–1025.CrossRef
Zurück zum Zitat Solomon, C. G., & LaRocque, R. C. (2019). Climate change—a health emergency. New England Journal of Medicine, 380(3), 209–211.CrossRef Solomon, C. G., & LaRocque, R. C. (2019). Climate change—a health emergency. New England Journal of Medicine, 380(3), 209–211.CrossRef
Zurück zum Zitat Stieglitz, S., Meske, C., Ross, B., & Mirbabaie, M. (2020). Going back in time to predict the future-the complex role of the data collection period in social media analytics. Information Systems Frontiers, 22(2), 395–409.CrossRef Stieglitz, S., Meske, C., Ross, B., & Mirbabaie, M. (2020). Going back in time to predict the future-the complex role of the data collection period in social media analytics. Information Systems Frontiers, 22(2), 395–409.CrossRef
Zurück zum Zitat Stieglitz, S., Mirbabaie, M., Ross, B., & Neuberger, C. (2018). Social media analytics–Challenges in topic discovery, data collection, and data preparation. International Journal of Information Management, 39, 156–168.CrossRef Stieglitz, S., Mirbabaie, M., Ross, B., & Neuberger, C. (2018). Social media analytics–Challenges in topic discovery, data collection, and data preparation. International Journal of Information Management, 39, 156–168.CrossRef
Zurück zum Zitat Tura, N., Keränen, J., & Patala, S. (2019). The darker side of sustainability: Tensions from sustainable business practices in business networks. Industrial Marketing Management, 77, 221–231. Tura, N., Keränen, J., & Patala, S. (2019). The darker side of sustainability: Tensions from sustainable business practices in business networks. Industrial Marketing Management, 77, 221–231.
Zurück zum Zitat Tyndall, J. (1863). XXVII. On radiation through the earth’s atmosphere. The London Edinburgh and Dublin Philosophical Magazine and Journal of Science, 25(167), 200–206.CrossRef Tyndall, J. (1863). XXVII. On radiation through the earth’s atmosphere. The London Edinburgh and Dublin Philosophical Magazine and Journal of Science, 25(167), 200–206.CrossRef
Zurück zum Zitat Van der Veen, C. J. (2000). Fourier and the “greenhouse effect”. Polar Geography, 24(2), 132–152.CrossRef Van der Veen, C. J. (2000). Fourier and the “greenhouse effect”. Polar Geography, 24(2), 132–152.CrossRef
Zurück zum Zitat Vermeersch, L., Willson, G., & Sanders, D. (2017). Climate changes impact on tourism: the attitude of Australias Generation Y. JOHAR, 12(2), 24. Vermeersch, L., Willson, G., & Sanders, D. (2017). Climate changes impact on tourism: the attitude of Australias Generation Y. JOHAR, 12(2), 24.
Zurück zum Zitat Walsham, G. (1997). Actor-network theory and IS research: current status and future prospects (pp. 466–480). Information systems and qualitative research. Walsham, G. (1997). Actor-network theory and IS research: current status and future prospects (pp. 466–480). Information systems and qualitative research.
Zurück zum Zitat Wang, X. (2018). The role of attitudinal motivations and collective efficacy on Chinese consumers’ intentions to engage in personal behaviors to mitigate climate change. The Journal of Social Psychology, 158(1), 51–63.CrossRef Wang, X. (2018). The role of attitudinal motivations and collective efficacy on Chinese consumers’ intentions to engage in personal behaviors to mitigate climate change. The Journal of Social Psychology, 158(1), 51–63.CrossRef
Zurück zum Zitat Welch, D., & Yates, L. (2018). The practices of collective action. Practice theory sustainability transitions and social change. Journal for the Theory of Social Behaviour, 48(3), 288–305. Welch, D., & Yates, L. (2018). The practices of collective action. Practice theory sustainability transitions and social change. Journal for the Theory of Social Behaviour, 48(3), 288–305.
Zurück zum Zitat Williams, H. T., McMurray, J. R., Kurz, T., & Lambert, F. H. (2015). Network analysis reveals open forums and echo chambers in social media discussions of climate change. Global environmental change, 32, 126–138.CrossRef Williams, H. T., McMurray, J. R., Kurz, T., & Lambert, F. H. (2015). Network analysis reveals open forums and echo chambers in social media discussions of climate change. Global environmental change, 32, 126–138.CrossRef
Zurück zum Zitat Xu, Y., Song, Y., Cai, J., & Zhu, H. (2021). Population mapping in China with Tencent social user and remote sensing data. Applied Geography, 130, 102450.CrossRef Xu, Y., Song, Y., Cai, J., & Zhu, H. (2021). Population mapping in China with Tencent social user and remote sensing data. Applied Geography, 130, 102450.CrossRef
Zurück zum Zitat Yan, Y., Toriumi, F., & Sugawara, T. (2021). Understanding how retweets influence the behaviors of social networking service users via agent-based simulation. Computational Social Networks, 8(1), 1–21.CrossRef Yan, Y., Toriumi, F., & Sugawara, T. (2021). Understanding how retweets influence the behaviors of social networking service users via agent-based simulation. Computational Social Networks, 8(1), 1–21.CrossRef
Zurück zum Zitat Zerva, A., Grigoroudis, E., Karasmanaki, E., & Tsantopoulos, G. (2021). Multiple criteria analysis of citizens’ information and trust in climate change actions. Environment Development and Sustainability, 23(5), 7706–7727.CrossRef Zerva, A., Grigoroudis, E., Karasmanaki, E., & Tsantopoulos, G. (2021). Multiple criteria analysis of citizens’ information and trust in climate change actions. Environment Development and Sustainability, 23(5), 7706–7727.CrossRef
Zurück zum Zitat Zhang, K., Bhattacharyya, S., & Ram, S. (2016). Large-scale network analysis for online social brand advertising. MIS Quarterly, 40(4), 849–868.CrossRef Zhang, K., Bhattacharyya, S., & Ram, S. (2016). Large-scale network analysis for online social brand advertising. MIS Quarterly, 40(4), 849–868.CrossRef
Zurück zum Zitat Zhang, Y., Abbas, M., & Iqbal, W. (2021). Analyzing sentiments and attitudes toward carbon taxation in Europe, USA, South Africa, Canada and Australia. Sustainable Production and Consumption, 28, 241–253.CrossRef Zhang, Y., Abbas, M., & Iqbal, W. (2021). Analyzing sentiments and attitudes toward carbon taxation in Europe, USA, South Africa, Canada and Australia. Sustainable Production and Consumption, 28, 241–253.CrossRef
Metadaten
Titel
Is #SDG13 Trending Online? Insights from Climate Change Discussions on Twitter
verfasst von
Prabhsimran Singh
Surleen Kaur
Abdullah M. Baabdullah
Yogesh K. Dwivedi
Sandeep Sharma
Ravinder Singh Sawhney
Ronnie Das
Publikationsdatum
22.10.2022
Verlag
Springer US
Erschienen in
Information Systems Frontiers / Ausgabe 1/2023
Print ISSN: 1387-3326
Elektronische ISSN: 1572-9419
DOI
https://doi.org/10.1007/s10796-022-10348-4

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