Investigation of conceptual networks related to climate change among inhabitants: A case study in Eastern Hungarian settlements with word association method
DOI:
https://doi.org/10.12775/EEC.2021.06Abstract
In this study, the word association method was applied in relation to municipalities in Eastern Hungary (Hajdú-Bihar county), where the Sustainable Energy and Climate Action Plan (SECAP) already exists, and where the SECAP has not yet been introduced. In addition to the six municipalities examined, Debrecen, a county seat with the SECAP, was also included in the survey. The aim was to explore the conceptual networks related to climate change and the strength of the relationship between the stimulus word and the associated concepts. The associations representing a common meaning were categorised. The results show that the distribution of conceptual networks and that of categories related to climate change exhibit a similar picture in the group of municipalities with (3 villages) and without the SECAP (3 villages), although significant differences were found when the settlements were examined separately (7 municipalities). Studying the distribution of categories by demographic groups, it was found that educational attainment determines, to the greatest extent, the answers.
References
Ballew, M. T., Pearson, A. R., Goldberg, M. H., Rosenthal, S. A. and A. Leiserowitz 2020 ‘Does socioeconomic status moderate the political divide on climate change? The roles of education, income, and individualism’, Global Environmental Change No. 60: 102024.
Bednarek-Szczepańska, M. 2019 ‘The Role of Local Communities in the Process of Siting of the Unwanted Facilities within the Rural Areas in Poland’ Eastern European Countryside 25(1): 63–94, DOI: https://doi.org/10.12775/eec.2019.003 Bord, R. J., O’connor, R. E. and A. Fisher 2000 ‘In what sense does the public need to understand global climate change?’ Public Understanding of Science 9(3): 205–218, DOI:10.1088/0963-6625/9/3/301.
Bouman, T., Verschoor, M., Albers, C. J., Böhm, G., Fisher, S. D., Poortinga, W and L. Steg 2020 ‘When worry about climate change leads to climate action: How values, worry and personal responsibility relate to various climate actions’, Global Environmental Change No. 62: 102061, DOI: https://doi.org/10.1016/j. gloenvcha.2020.102061.
Climate ADAPT. Available at: https://climate-adapt.eea.europa.eu/eu-adaptation- policy/covenant-of-mayors (access: 12.12.2020).
Covenant of Mayors for Climate and Energy. Available at: https://www. covenantofmayors.eu/en/ (access: 12.12.2020).
Doelle, M. 2016 ‘The Paris Agreement: historic breakthrough or high stakes experiment?’ Climate Law 6(1–2): 1–20, DOI:10.1163/18786561-00601001.
Eurobarometer 490 Report 2019 Special Survey “Climate Change”.
Formádi, K., Mayer, P. and E. Pénzes 2017 ‘Geography of Tourism in Hungary’ in (eds) K. Widawski, J. Wyrzykowski, The Geography of Tourism of Central and Eastern European Countries, Springer, Cham, pp. 189–232, DOI:10.1007/978-3- 319-42205-3_6.
Goldberg, M., van der Linden, S., Ballew, M. T., Rosenthal, S. A. and A. Leiserowitz 2019 Convenient but biased? The reliability of convenience samples in research about attitudes toward climate change. Available at: https://osf.io/2h7as (access: 07.07.2020).
Goldberg, M. H., Gustafson, A., Ballew, M. T., Rosenthal, S. A., Cutler, M. J. and
A. Leiserowitz 2020 Predictors of global warming risk perceptions among Latino and non-Latino White Americans. Climatic Change, pp. 1–20.
Greenhill, M., Leviston, Z., Leonard, R. And I. Walker 2014 ‘Assessing climate change beliefs: Response effects of question wording and response alternatives’, Public Understanding of Science 23(8): 947–965, DOI: 10.1177/0963662513480117
Holman, I. P., Brown, C., Carter, T. R., Harrison, P. A. and M. Rounsevell 2019 ‘Improving the representation of adaptation in climate change impact models’, Regional Environmental Change 19(3): 711–721, DOI: https://doi.org/10.1007/ s10113-018-1328-4.
Hoogendoorn, G., Sütterlin, B. and M. Siegrist 2020 ‘The climate change beliefs fallacy: the influence of climate change beliefs on the perceived consequences of climate change’, Journal of Risk Research 23(12): 1–13, DOI:10.1080/13669877.2 020.1749114.
Hovardas, T. and K. J. Korfiatis 2006 ‘Word associations as a tool for assessing conceptual change in science education’, Learning and Instruction 16(5): 416–432, DOI: https://doi.org/10.1016/j.learninstruc.2006.09.003.
Howe, P. D., Mildenberger, M., Marlon, J. R. and A. Leiserowitz 2015 ‘Geographic variation in opinions on climate change at state and local scales in the USA’, Nature Climate Change 5(6): 596–603, DOI:10.1038/nclimate2583.
Hungarian Central Statistical Office (HCSO) 2011. Available at: http://www.ksh.hu/ nepszamlalas/tables_regional_09?lang=en (access 24.05.2020).
IPCC 2014: Climate Change 2014: Synthesis Report. Contribution of Working Groups I, II and III to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change [Core Writing Team, R.K. Pachauri and L.A. Meyer (eds.)]. IPCC, Geneva, Switzerland, p. 151.
Jagers S. C., Nilsson F. and T. Sterner 2020 ‘EU Climate Policy in a Changing World Order’, in (eds) A. B. Engelbrekt, N. Bremberg, A. Michalski, L. Oxelheim, The European Union in a Changing World Order, Cham: Palgrave Macmillan, pp. 145–165.
Johansson, D. J., Lucas, P. L., Weitzel, M., Ahlgren, E. O., Bazaz, A. B., Chen, W and
Y. M. Wei 2015 ‘Multi-model comparison of the economic and energy implications for China and India in an international climate regime’, Mitigation and Adaptation Strategies for Global Change 20(8): 1335–1359, DOI:10.1007/s11027-014-9549-4. Jonas, M. and P. Żebrowski 2019 ‘The crux with reducing emissions in the long- term: the underestimated “now” versus the overestimated “then”’, Mitigation and Adaptation Strategies for Global Change 24(6): 1169–1190, DOI: https://doi. org/10.1007/s11027-018-9825-9.
Knific, K. and Š. Bojnec 2015 ‘Agricultural holdings in hilly-mountain areas in Slovenia before and after the accession to the European Union’, Eastern European Countryside, 21(1): 19–34, DOI: https://doi.org/10.1515/eec-2015-0002.
Kovács, I. 2014 A periférikus területek turizmusa Magyarországon-a tematikus utak mint lehetőségek [Tourism in peripheral regions in Hungary – the possibilities of thematic routes], Taylor 6(3–4): 248–257.
Leiserowitz, A. 2003 Global warming in the American mind: The roles of affect, imagery, and worldviews in risk perception, policy preferences and behaviour (Doctoral dissertation, University of Oregon).
Leiserowitz, A. 2006 ‘Climate change risk perception and policy preferences: The role of affect, imagery, and values’, Climatic Change 77(1–2): 45–72.
Leiserowitz, A. 2012 ‘Weather, climate, and (especially) society, Weather, Climate, and Society 4(2): 87–89, DOI: https://doi.org/10.1175/WCAS-D-12-00025.1
Lorenzoni, I., Leiserowitz, A., de Franca Doria, M., Poortinga, W. and N. F. Pidgeon 2006 ‘Cross‐national comparisons of image associations with “global warming” and “climate change” among laypeople in the United States of America and Great Britain’, Journal of Risk Research 9(03): 265–281, DOI: https://doi. org/10.1080/13669870600613658.
Maibach, E., Myers, T. and A. Leiserowitz 2014 ‘Climate scientists need to set the record straight: There is a scientific consensus that human‐caused climate change is happening’, Earth’s Future 2(5): 295–298, DOI:10.1002/2013EF000226
Oberthür, S. and C. Roche Kelly 2008 ‘EU leadership in international climate policy: achievements and challenges’, The International Spectator 43(3): 35–50, DOI: https://doi.org/10.1080/03932720802280594.
Oberthür, S. and L. Groen 2017 ‘The European Union and the Paris Agreement: leader, mediator, or bystander?’, Wiley Interdisciplinary Reviews: Climate Change 8(1): e445, DOI: https://doi.org/10.1002/wcc.445.
O’Connor, R. E., Bard, R. J. and A. Fisher 1999 ‘Risk perceptions, general environmental beliefs, and willingness to address climate change’, Risk Analysis 19(3): 461–471, DOI: https://doi.org/10.1111/j.1539-6924.1999.tb00421.x.
Pap, N. and J. Tóth 2005 Terület-és településfejlesztés I. A terület-és településfejlesztés alapjai [Regional and urban development I. Basics of regional and urban development], Alexandra Press, Pécs, pp. 223.
Pénzes, J., Pásztor, I. Z. and P. Tátrai 2015 ‘Demographic Processes in Developmentally Peripheral Areas of Hungary’, Stanovnistvo 53(2): 87–111, DOI: https://doi. org/10.2298/STNV1502087P.
Pénzes, J., Kiss, J. P., Deák, A. and N. Apáti 2018 ‘Térségi sokszínűség és stabilitás: az iskolázottság települési szintű egyenlőtlenségeinek változása Magyarországon 1990–2011 között’[Regional Diversity and Stability: Changes in the Inequalities of Education at Settlement Level in Hungary between 1990 and 2011], Területi Statisztika 58(6): 567.
Poortinga, W., Whitmarsh, L., Steg, L., Böhm, G. And S. Fisher 2019 ‘Climate change perceptions and their individual-level determinants: A cross-European analysis’, Global Environmental Change No. 55: 25–35, DOI: https://doi.org/10.1016/j. gloenvcha.2019.01.007.
Radu, R. N. 2012 ‘The Business Media for the Rural World–an Analysis on the Romanian Audiovisual’, Eastern European Countryside 18(1): 111–124, DOI: https://doi.org/10.2478/v10130-012-0006-7.
Rowe, G. and G. Wright 2001 ‘Differences in expert and lay judgments of risk: myth or reality?’, Risk Analysis 21(2): 341–356, DOI: 10.1111/0272-4332.212116 .
Schuldt, J. P., Konrath, S. H. and N. Schwarz 2011 ‘“Global warming” or “climate change”? Whether the planet is warming depends on question wording’, Public Opinion Quarterly 75(1): 115–124, DOI: https://doi.org/10.1093/poq/nfq073.
Schuldt, J. P., Roh, S. and N. Schwarz 2015 ‘Questionnaire design effects in climate change surveys: Implications for the partisan divide’, The ANNALS of the American Academy of Political and Social Science 658(1): 67–85, DOi: https:// doi.org/10.1177/0002716214555066.
Slovic, P. 1999 ‘Trust, emotion, sex, politics, and science: Surveying the risk-assessment battlefield’, Risk Analysis 19(4): 689–701, DOI: 10.1023/a:1007041821623.
Smith, N. and A. Leiserowitz 2012 ‘The rise of global warming skepticism: Exploring affective image associations in the United States over time’ Risk Analysis: An International Journal 32(6): 1021–1032, DOI: 10.1111/j.1539-6924.2012.01801.x.
Soutter, A. R. B. and R. Mõttus 2020 ‘“Global warming” versus “climate change”: A replication on the association between political self-identification, question wording, and environmental beliefs’, Journal of Environmental Psychology Vol. 69 p.101413, DOI: https://doi.org/10.1016/j.jenvp.2020.101413.
Stoczkiewicz, M. 2018 ‘The Climate Policy of the European Union from the Framework Convention to the Paris Agreement’, Journal for European Environmental & Planning Law 15(1): 42–68.
Süli-Zakar, I. and G. Kozma 2003 A terület-és településfejlesztés alapjai [Basics of regional and urban development] Dialóg Campus, Budapest-Pécs.
Sundblad, E. L., Biel, A. and T. Gärling 2007 ‘Cognitive and affective risk judgements related to climate change’, Journal of Environmental Psychology 27(2): 97–106, DOI:10.1016/j.jenvp.2007.01.003.
Szabó, G., Fazekas, I., Radics, Z., Csorba, P., Patkós, C., Kovács, E. and L. Szabó
‘Assessing the Public Knowledge Structure Towards Renewable Energy Sources in Hungary’, International Journal of Renewable Energy Research (IJRER) 10(3): 1476–1487.
Tranter, B. and K. Booth 2015 ‘Scepticism in a changing climate: A cross-national study’, Global Environmental Change No. 33: 154–164, DOI: https://doi. org/10.1016/j.gloenvcha.2015.05.003.
van der Linden, S. L., Leiserowitz, A. A., Feinberg, G. D. and E. W. Maibach 2014 ‘How to communicate the scientific consensus on climate change: plain facts, pie charts or metaphors?’, Climatic Change 126(1–2): 255–262, DOI:10.1007/s10584- 014-1190-4.
van der Linden, S. 2018 ‘Warm glow is associated with low-but not high-cost sustainable behaviour’, Nature Sustainability 1(1): 28–30, DOI:10.1038/s41893- 017-0001-0.
Vasvári, M. and K. E. Martonné 2015 ,Difficulties of the tourism development in the Middle Tisza (Tisa) Region, Hungary’, Studia Universitatis Babes-Bolyai, Geographia 60(1): 145–156.
Villar, A. and J. A. Krosnick 2011 ‘Global warming vs. climate change, taxes vs. prices: Does word choice matter?’, Climatic Change 105(1–2): 1–12, DOI:10.1007/ s10584-010-9882-x.
Wagner, W., Valencia, J. and F. Elejabarrieta 1996 ‘Relevance, discourse and the ‘hot’stable core social representations–A structural analysis of word associations’, British Journal of Social Psychology 35(3): 331–351, DOI:10.1111/j.2044-8309.1996. tb01101.x.
Whitmarsh, L. 2009a ‘Behavioural responses to climate change: Asymmetry of intentions and impacts’, Journal of Environmental Psychology 29(1): 13–23, DOI:10.1016/j.jenvp.2008.05.003.
Whitmarsh, L. 2009b ‘What’s in a name? Commonalities and differences in public understanding of “climate change” and “global warming”’, Public Understanding of Science 18(4): 401–420, DOI:10.1177/0963662506073088.
Whitmarsh, L. 2011 ‘Scepticism and uncertainty about climate change: Dimensions, determinants and change over time’, Global Environmental Change 21(2): 690– 700.
Yarkova, Y. and E. Mutafov 2017 ‘Rural Areas in Bulgaria–Investigation on some Factors for Development’, Eastern European Countryside 23(1): 51–70, DOI: https://doi.org/10.1515/eec-2017-0003.
Yu, H., Wang, B., Zhang, Y. J., Wang, S. and Y. M. Wei 2013 ‘Public perception of climate change in China: results from the questionnaire survey’, Natural Hazards 69(1): 459–472, DOI:10.1007/s11069-013-0711-1.
Ziegler, A. 2017 ‘Political orientation, environmental values, and climate change beliefs and attitudes: An empirical cross country analysis’, Energy Economics No. 63: 144–153, DOI: https://doi.org/10.1016/j.eneco.2017.01.022.
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