DOI: https://doi.org/10.1016/j.ijdrr.2022.103372
The Noah’s Ark effect
Radicalization of social meanings of disaster preparedness introduced by the estimation of a massive disaster
DOI:
https://doi.org/10.51094/jxiv.28Keywords:
Noah’s Ark Effect, Disaster Preparedness, Text Mining, Japan, TsunamiAbstract
This study proposed and demonstrated the “Noah’s Ark effect,” a concept in which massive disaster scenarios generated radicalized effects on disaster preparedness within local communities, as opposed to the cry wolf effect. The study setting was Kuroshio town in Kochi Prefecture, Japan, where the largest tsunami was expected to hit based on the Cabinet Office’s New Estimation in March 2012. The study quantitatively analyzed Japanese newspaper articles on “disaster prevention” in Kuroshio through text mining and conducted a comparison between the tsunami disaster caused by the Tohuku earthquake and the expected tsunami devastation in other areas. The results revealed that the Noah’s Ark effect is characterized by five features: (1) increasing the number of articles to the same level as that of tsunami-affected areas; (2) focusing on preventing a disaster or a hazard itself (disaster as an event) rather than preparing for issues brought about by a disaster (disaster as a process); (3) understanding changes as gradual “shifts” rather than sudden changes observed in the affected areas; (4) being typically characterized by the resident voluntary action (e.g., evacuation training) rather than their dependence on government measure; and (5) promoting specific issues and simplifying less relevant issues. The study proposed the need to consider not only the cry wolf effect, in which disaster forecasts decline disaster prevention measures, but also the Noah’s Ark effect, in which estimations of a massive disaster urge people to radically accelerate (e.g., evacuation training) and/or decrease (e.g., recovery, mourning) the degree of specific disaster prevention programs.
Downloads *Displays the aggregated results up to the previous day.
References
Ajzen, I. (1991). The theory of planned behavior. Organizational Behavior and Human Decision Processes, 50(2), 179–211. https://doi.org/10.1016/0749-5978(91)90020-T
Ajzen, I., & Fishbein, M. (1980). Understanding attitudes and predicting social behaviour. Prentice-Hall. http://www.citeulike.org/group/38/article/235626
Alexander, J. C., Eyerman, R., Giesen, B., Smelser, N. J., & Sztompka, P. (2004). Cultural Trauma and Collective Identity. University of California Press.
Asahi Newspaper. (2012, April 1). (Urgent Series: New Tsunami Height Estimation: Top) New Nankai Trough Estimation: Mw 9.1. “Maximum" Earthquake / Kochi Prefecture. (in Japanese)
Baba, T., Gon, Y., Imai, K., Yamashita, K., Matsuno, T., Hayashi, M., & Ichihara, H. (2019). Modeling of a dispersive tsunami caused by a submarine landslide based on detailed bathymetry of the continental slope in the Nankai trough, southwest Japan. Tectonophysics, 768(January), 228182. https://doi.org/10.1016/j.tecto.2019.228182
Baranes, H. E., Woodruff, J. D., Wallace, D. J., Kanamaru, K., & Cook, T. L. (2016). Sedimentological records of the C.E. 1707 Hōei Nankai Trough tsunami in the Bungo Channel, southwestern Japan. Natural Hazards, 84(2), 1185–1205. https://doi.org/10.1007/s11069-016-2498-3
Breznitz, S. (1984). Cry Wolf: The Psychology of False Alarms. Lawrence Erlbaum Associates.
Cabinet Office (2011). Feature Articles: the Great East Japan Earthquake [Tokushu: Higashi-Nihon Daishinsai] (in Japanese). http://www.bousai.go.jp/kohou/kouhoubousai/h23/63/special_01.html
Cabinet Office. (2018). Tsunami measures: Number of tsunami evacuation buildings and tsunami evacuation towers [Tsunami Taisaku: Tsunami Hinan Biru oyobi Tsunami Hinan Tower no Seibi-Suu] (as of August, 2018). http://www.bousai.go.jp/jishin/tsunami/hinan/tsunami_top.html
Cabinet Office, & MILT(Ministry of Land, Infrastructure, Transport and Tourism). (2011). Results of the Survey on Tsunami Evacuation Buildings [“Tsunami Hinan Biru nado” ni kansuru Jittai Chousa Kekka ni tsuite]. http://www.bousai.go.jp/jishin/tsunami/hinan/pdf/2312sankou3.pdf
Central Disaster Prevention Council, Committee for Policy Planning on Disaster Planning on Disaster Management & the Nankai Trough Mega Earthquake Countermeasures Study Working Group. (2012). Damage Assumption for the Nankai Trough Mega Earthquake (First Report) [Nankai Trough Mega Earthquake no Higai Soutei ni tsuite] (in Japanese).
Committee for Modeling the Nankai Trough Megaquake. (2012). Seismic intensity distribution and tsunami height due to the Nankai Trough Mega Earthquake (First Report) [Nankai Trough no Kyodai Jishin ni yoru Shindo-Bunpu Tsunami-Daka ni tsuite (Dai-ichiji Houkoku)] (in Japanese).
Daimon, H., & Atsumi, T. (2018). “Pay it forward” and Altruistic Responses to Disasters in Japan: Latent Class Analysis of Support Following the 2011 Tohoku Earthquake. VOLUNTAS: International Journal of Voluntary and Nonprofit Organizations, 29(1), 119–132. https://doi.org/10.1007/s11266-017-9880-y
Disaster Management, Cabinet Office. (2013). Seismic intensity distribution and tsunami height due to the Nankai Trough Mega Earthquake [Nankai Trough no Kyodai Jishin ni yoru Shindo-Bunpu Tsunami-Daka ni tsuite] (in Japanese). https://www.fdma.go.jp/singi_kento/kento/items/kento106_18_sanko_04_01.pdf
Disaster Management, Cabinet Office. (2019). White Paper on Disaster Management 2019. http://www.bousai.go.jp/kaigirep/hakusho/h31/honbun/3b_6s_10_00.html
Dupuy, J.-P.(2015). A Short Treatise on the Metaphysics of Tsunamis. (M. B. DeBevoise, trans.) Michigan State University Press. (Original work published 2005)
Eiser, R. J., Bostrom, A., Burton, I., Johnston, D. M., McClure, J., Paton, D., van der Pligt, J., & White, M. P. (2012). Risk interpretation and action: A conceptual framework for responses to natural hazards. International Journal of Disaster Risk Reduction, 1(1), 5–16. https://doi.org/10.1016/j.ijdrr.2012.05.002
Ewart, J., & Mclean, H. (2015). Ducking for cover in the “blame game”: News framing of the findings of two reports into the 2010-11 Queensland floods. Disasters, 39(1), 166–184. https://doi.org/10.1111/disa.12093
Eyerman, R. (2015). Is This America? Katrina as Cultural Trauma. University of Texas Press.
Fire and Disaster Management Agency. (2021). The 2011 off the Pacific coast of Tohoku Earthquake (Great East Japan Earthquake) (161st report). https://www.fdma.go.jp/disaster/higashinihon/items/161.pdf
Freeman, M. (2010). Hindsight: The promise and peril of looking backward. Oxford University Press.
Fujimoto, K., Muroi, F., Suzuki, T., Kageshima, M., & Noto T. (2012). A Study on Tsunami Evacuation of Coastal Area in the Northeastern Part of Chiba Prefecture, Japan : Based on Questionnaire Surveys of Tsunami Evacuation for Coastal Residents in Choshi City, Chiba Prefecture during the 2011 off the Pacific Coast of Tohoku Earthquake and the 2010 Chile Earthquake, Journal of Japan Society for Natural Disaster Science, 31(1), 23–33.
Fukushima Prefectural Government. (2021). Fukushima Today: Steps for Reconstruction and Revitalization in Fukushima Prefecture. https://www.pref.fukushima.lg.jp/site/portal-english/ayumi-en-15.html
Fukutoku, T. (2011). “Kizuna” wo Fukumu Shimbun Kiji no Text Mining ni yoru Keikou Bunseki [Trend Analysis by Text Mining of Newspaper Articles on “Kizuna [bond]”], project paper, 43, 91–109.
Goda, K., De Risi, R., De Luca, F., Muhammad, A., Yasuda, T., & Mori, N. (2021). Multi-hazard earthquake-tsunami loss estimation of Kuroshio Town, Kochi Prefecture, Japan considering the Nankai-Tonankai megathrust rupture scenarios. International Journal of Disaster Risk Reduction, 54(January), 102050. https://doi.org/10.1016/j.ijdrr.2021.102050
Goda, K., Yasuda, T., Mori, N., Muhammad, A., de Risi, R., & de Luca, F. (2020). Uncertainty quantification of tsunami inundation in Kuroshio, Kochi Prefecture, Japan, using the Nankai-Tonankai megathrust rupture scenarios. Natural Hazards and Earth System Sciences, 20(11), 3039–3056. https://doi.org/10.5194/nhess-20-3039-2020
Greenacre, M. (2007). Correspondence Analysis in Practice (2nd ed.). Taylor & Francis Group, LLC.
Hao, H., & Wang, Y. (2020). Leveraging multimodal social media data for rapid disaster damage assessment. International Journal of Disaster Risk Reduction, 51(March). https://doi.org/10.1016/j.ijdrr.2020.101760
Hasan, M. R., Nasreen, M., & Chowdhury, M. A. (2019). Gender-inclusive disaster management policy in Bangladesh: A content analysis of national and international regulatory frameworks. International Journal of Disaster Risk Reduction, 41(March). https://doi.org/10.1016/j.ijdrr.2019.101324
Hatayama, M., & Nakai, F. (2020). Using Computer Simulation for Effective Tsunami Risk Communication. In K. YAMORI (Ed.), Disaster Risk Communication (pp. 39–50). Springer.
Hatayama, M., Nakai, F., & Yamori, K. (2014). Tsunami Evacuation Evaluation System for Plan Development of Community Based Evacuation, Journal of Information Processing, 55(5), 1498-1508.
Higuchi, K. (2016a). A Two-Step Approach to Quantitative Content Analysis : KH Coder Tutorial using Anne of Green Gables (Part I). Ritsumeikan Social Sciences Review, 52(3), 77–91.
Higuchi, K. (2016b). KH Coder 3 Reference Manual. Retrieved February 25, 2021, from http://khcoder.net/en/manual_en_v3.pdf
Higuchi, K. (2017). A Two-Step Approach to Quantitative Content Analysis : KH Coder Tutorial using Anne of Green Gables (Part II). Ritsumeikan Social Sciences Review, 53(1), 137–147.
Higuchi, K. (2021). KH Coder. https://khcoder.net/en/
Huang, Q., & Xiao, Y. (2015). Geographic situational awareness: Mining tweets for disaster preparedness, emergency response, impact, and recovery. ISPRS International Journal of Geo-Information, 4(3), 1549–1568. https://doi.org/10.3390/ijgi4031549
Iker, H. P., & Harway, N. I. (1969). Computer Systems Approach toward the Recognition and Analysis of Content. In G. A. Gerbner, O. R. Holsti, K. Krippendorff, W. J. Paisly, & P. J. Stone (Eds.), The Analysis of Communication Content: Developments in Scientific Theories and Computer Techniques (pp. 381–486). Wiley & Sons.
Iokibe, M. (2021). The Transformation of Reconstruction Thought [Fukkou-Shisou no Henyou]. Iokibe, M., Takashi, M.,& Iio, J. (eds.). Comprehensive Review: Recovery from the Great East Japan Earthquake [Sougou Kensho: Higashinihon Daishinsai karano Fukkou], Tokyo: Iwanami Shoten (pp.1-17). (in Japanese)
Ishibashi, K. (2004). Status of historical seismology in Japan. Annals of Geophysics, 47(2–3), 339 368. https://doi.org/10.4401/ag-3305
Ishiwatari, M. (2021). Institutional Coordination of Disaster Management: Engaging National and Local Governments in Japan. Natural Hazards Review, 22(1), 04020059. https://doi.org/10.1061/(asce)nh.1527-6996.0000423
Iwasaki, T. (2011). The process of making basic law for reconstructing areas hit hard by the Great East Japan Earthquake. Monthly review of local government, 394, 48–62.
Kagan, Y. Y., & Jackson, D. D. (2013). Tohoku earthquake: A surprise? Bulletin of the Seismological Society of America, 103(2B), 1181–1194. https://doi.org/10.1785/0120120110
Kajiya, A., Akaishi, K., Yokota, Yokota, T., Kusano F., Sekiya, N., & Tkahashi, Y. (2018). Reduction of Evacuation Rate after Izu Oshima Sediment Disaster in 2013 and Examination of its Cause and Measures Based on Questionnaire Survey. Journal of disaster information studies, 16(1), 37 47.
Kanai, M., & Katada, T. (2012). Decision-Making of Evacuation from Tohoku Tsunami in 2011. Journal of disaster information studies, 10, 91–102.
Kanai, M., Uemichi, A., & Katada, T. (2017). The Study on the Tsunami Evacuation Intentions to the Tsunami Evacuation Tower and Building. Journal of Disaster Information Studies, 15(2), 245 254.
Kanayama, T. (2020). Passing on Memories through Community Broadcasting in Post-disaster and Inter-disaster Periods. Socio-Informatics, 9(2), 19–35.
Karami, A., Shah, V., Vaezi, R., & Bansal, A. (2020). Twitter speaks: A case of national disaster situational awareness. Journal of Information Science, 46(3), 313–324. https://doi.org/10.1177/0165551519828620
Katada, T., Kinoshita, T., & Kanai, M. (2011). The Influence of the Dependent on Government Response about Natural Disaster upon Preparedness for It. Journal of Disaster Information Studies, 9, 114-126.
Katada, T., Kuwasawa, N., Kanai, M., & Hosoi, K. (2005). Research on Decision Making of Taking Refuge from a Tsunami. Infrastructure Planning Review, 31(180), 5–8.
Kawata, Y. (2013). What I considered when putting together the “New Estimation” as an information provider [Jouhou Hasshin Gawa toshite “Shin-Soutei” no Torimatome de Kouryo shita Koto]. Journal of Disaster Information Studies, 11, 2–5.
Kazama, M., & Noda, T. (2012). Damage statistics (Summary of the 2011 off the Pacific Coast of Tohoku Earthquake damage). Soils and Foundations, 52(5), 780–792. https://doi.org/10.1016/j.sandf.2012.11.003
Kitagawa, K. (2020). Disaster risk reduction activities as learning. Natural Hazards, 105(3), 3099 3118. https://doi.org/10.1007/s11069-020-04443-5
Klein, N. (2007). The shock doctrine : the rise of disaster capitalism. New York : Metropolitan Books/Henry Holt.
LeClerc, J., & Joslyn, S. (2015). The cry wolf effect and weather-related decision making. Risk Analysis, 35(3), 385–395. https://doi.org/10.1111/risa.12336
Machimura, T., Satoh, K., Tatsumi, T., Komoda, R., Kim, J., Kim, S., & Tan, U. (2015). 3.11 Diversified Background of the “Anti-nuclear Movement” After the Fukushima Accident : Results of a Nation-wide Survey of Civic Groups in Japan. Hitotsubashi Bulletin of Social Sciences, 7, 1–32.
Maddux, J. E., & Rogers, R. W. (1983). Protection motivation and self-efficacy: A revised theory of fear appeals and attitude change. Journal of Experimental Social Psychology, 19(5), 469–479. https://doi.org/10.1016/0022-1031(83)90023-9
Mainichi Newspaper. (2011, September 3). Prime Minister Noda: Contents of the press conference (Summary). (in Japanese)
Matsubara, Y. (2021). “Jishuku-keisatsu (self-restraint police)” under the COVID-19 pandemic in Japan : Focusing on transformation of discursive space. Disaster and Kyosei, 5(1), 13–27.
Matsuda, Y. (2013). Nankai Trough Kyodai Jishin no Shin-Soutei ni taisuru Jichitai no Genjo to Kadai [Current status and issues of municipalities in response to the New Estimation of the Nankai Trough Mega Earthquake]. Studies in Disaster Recovery and Revitalization, 5, 47–51.
Mikuriya, T. (2011). Postwar" ends, "post-disaster" begins [“Sengo” ga Owari, “Saigo” ga Hajimaru]. Tokyo: Chikura Publishing.
Mohanty, S. D., Biggers, B., Sayedahmed, S., Pourebrahim, N., Goldstein, E. B., Bunch, R., Chi, G., Sadri, F., McCoy, T. P., & Cosby, A. (2021). A multi-modal approach towards mining social media data during natural disasters - A case study of Hurricane Irma. International Journal of Disaster Risk Reduction, 54(January). https://doi.org/10.1016/j.ijdrr.2020.102032
Mori, N., Cox, D. T., Yasuda, T., & Mase, H. (2013). Overview of the 2011 Tohoku earthquake tsunami damage and its relation to coastal protection along the Sanriku coast. Earthquake Spectra, 29(SUPPL.1), 127–143. https://doi.org/10.1193/1.4000118
Moscovici, S. (2000). Social Representations: Explorations in Social Psychology. Cambridge: Polity Press.
Mulia, I. E., Inazu, D., Waseda, T., & Gusman, A. R. (2017). Preparing for the Future Nankai Trough Tsunami: A Data Assimilation and Inversion Analysis From Various Observational Systems. Journal of Geophysical Research: Oceans, 122(10), 7924–7937. https://doi.org/10.1002/2017JC012695
Nakano, G., Yamori, K., Miyashita, T., Urra, L., Mas, E., & Koshimura, S. (2020). Combination of school evacuation drill with tsunami inundation simulation: Consensus-making between disaster experts and citizens on an evacuation strategy. International Journal of Disaster Risk Reduction, 51(August), 101803. https://doi.org/10.1016/j.ijdrr.2020.101803
National Police Agency. (2013). Special Feature: Large scale disasters and the police: Rebuilding the crisis management system based on the lessons of the Earthquake [Tokushu: Daikibo Saigai to Keisato: Shinsai no Kyokun wo Fumaeta Kikikanri-Taisei no Sai-kouchiku]. In 2013 Police White Paper. https://www.npa.go.jp/hakusyo/h24/honbun/pdf/05_tokushu.pdf
Nishi, M. (2020). Jishuku, social distancing and care in the time of COVID-19 in Japan. Social Anthropology, 28(2), 331–332. https://doi.org/10.1111/1469-8676.12853
Oki, S., & Nakayachi, K. (2012). Paradoxical effects of the record-high tsunamis caused by the 2011 tohoku earthquake on public judgments of danger. International Journal of Disaster Risk Reduction, 2(1), 37–45. https://doi.org/10.1016/j.ijdrr.2012.07.002
Onishi, K. (2018). Foreward: Flashback of “the New Estimation.” Journal of Japan Society for Natural Disaster Science, 37(1), 1–3.
Ossgood, C. E., Suci, G. J., & Tannenbaum, P. H. (1957). The Measurement of Meaning. university of Illinois Press.
Perry, R. W. (2013). What is a disaster? In H. Rodríguez, E. L. Quarantelli, & R. R. Dynes (Eds.), Handbook of Disaster Research (pp. 1–15). Springer.
Pourebrahim, N., Sultana, S., Edwards, J., Gochanour, A., & Mohanty, S. (2019). Understanding communication dynamics on Twitter during natural disasters: A case study of Hurricane Sandy. International Journal of Disaster Risk Reduction, 37(April). https://doi.org/10.1016/j.ijdrr.2019.101176
Raby, A., Macabuag, J., Pomonis, A., Wilkinson, S., & Rossetto, T. (2015). Implications of the 2011 Great East Japan Tsunami on sea defence design. International Journal of Disaster Risk Reduction, 14, 332–346. https://doi.org/10.1016/j.ijdrr.2015.08.009
Rexiline Ragini, J., Rubesh Anand, P. M., & Bhaskar, V. (2018). Mining crisis information: A strategic approach for detection of people at risk through social media analysis. International Journal of Disaster Risk Reduction, 27(August 2017), 556–566. https://doi.org/10.1016/j.ijdrr.2017.12.002
Riad, J. K., Norris, F. H., & Ruback, R. B. (1999). Predicting evacuation in two major disasters: Risk perception, social influence, and access to resources. Journal of Applied Social Psychology, 29(5), 918–934. https://doi.org/10.1111/j.1559-1816.1999.tb00132.x
Rossi, C., Acerbo, F. S., Ylinen, K., Juga, I., Nurmi, P., Bosca, A., Tarasconi, F., Cristoforetti, M., & Alikadic, A. (2018). Early detection and information extraction for weather-induced floods using social media streams. International Journal of Disaster Risk Reduction, 30(September 2017), 145–157. https://doi.org/10.1016/j.ijdrr.2018.03.002
Sakamoto, M. (2012). Communicating Tsunami Disaster Memories for Recovery: Experiences from the Great East Japan Earthquake and Indian Ocean Tsunami Disaster. Disaster Recovery and Revitalization Review, 4(1), 75–83.
Sasaki, D. (2019). Analysis of the attitude within asia-pacific countries towards disaster risk reduction: Text mining of the official statements of 2018 Asian ministerial conference on disaster risk reduction. Journal of Disaster Research, 14(8), 1024–1029. https://doi.org/10.20965/jdr.2019.p1024
Sasaki, D., Moriyama, K., & Ono, Y. (2020). Main features of the existing literature concerning disaster statistics. International Journal of Disaster Risk Reduction, 43(October 2019), 101382. https://doi.org/10.1016/j.ijdrr.2019.101382
Sato, S., Okamoto, T., & Imamura, F. (2018). Development and its Users Evaluation of Two Web Database Systems to Extract and Share Lessons Learned from Earthquake Disasters: “3.11 Lessons Learned Web Database System” and “Earthquake Disaster Literature Web Database System”. Journal of Disaster Information Studies, 16(1), 95–104.
Sentou, K. (2019). The Regional Disaster Prevention Efforts in Shimanto-cho Okitsu Area. Journal of Rural Planning Association, 37(4), 362–263.
Shibayama, A. (2019). Passing on the legacy of the disaster and the future of disaster prevention: Facing "disaster and education" in the disaster areas [Shinsai no Densho to Bousai no Mirai: Hisaichi de Mukiau “Saigai to Kyoiku”]. Journal of Japan Society for Natural Disaster Science, 37(4), 339–364.
Sun, Y. (2020). New Approaches Toward Tsunami Risk Preparedness in Japan: Single-Person Drills with Elderly Residents. In K. YAMORI (Ed.), Disaster Risk Communication (pp. 17–38). Springer.
Sun, Y., Nakai, F., Yamori, K., & Hatayama, M. (2014). Tsunami Evacuation Behavior of Costal Residents in Kochi Prefecture during the 2014 Iyonada Earthquake. Journal of Japan Society for Natural Disaster Science, 33(1), 53–63.
Sun, Y., Nakai, F., Yamori, K., & Hatayama, M. (2017). Tsunami evacuation behavior of coastal residents in Kochi Prefecture during the 2014 Iyonada Earthquake. Natural Hazards, 85(1), 283 299. https://doi.org/10.1007/s11069-016-2562-z
Sun, Y., Yamori, K., Tanisawa, R., & Kondo, S. (2013). Consciousness of Disaster Risk and Tsunami Evacuation among Local Residents for an Expected Nankai Trough Earthquake and Tsunami. Journal of Disaster Information Studies, 11, 68–80.
Takabatake, T., Fujisawa, K., Esteban, M., & Shibayama, T. (2020). Simulated effectiveness of a car evacuation from a tsunami. International Journal of Disaster Risk Reduction, 47(June 2019), 101532. https://doi.org/10.1016/j.ijdrr.2020.101532
Tanaka, S. (2013). Shift in Disaster Planning Paradigm Following the Tohoku Earthquake. Japanese Sociological Review, 64(3), 366–385.
Tekeli-Yesil, S., Kaya, M., & Tanner, M. (2019). The role of the print media in earthquake risk communication: Information available between 1996 and 2014 in Turkish newspapers. International Journal of Disaster Risk Reduction, 33(October 2018), 284–289. https://doi.org/10.1016/j.ijdrr.2018.10.014
Terashima, H. (2021). Journalism in the Disaster-Affected Area: 10 Years after the Great East Japan Earthquake – Searching for the Meaning of “Being There” [Hisaichi no Journalism: Higashi-Nihon Daishinsai 10 nen. “Yorisou” no Imi wo Motomete]. Tokyo: Akashi Shoten.
Trainor, J. E., Nagele, D., Philips, B., & Scott, B. (2015). Tornadoes, social science, and the false alarm effect. Weather, Climate, and Society, 7(4), 333–352. https://doi.org/10.1175/WCAS-D-14-00052.1
Uchida, Y., Kanagawa, C., Takenishi, A., Harada, A., Okawa, K., & Yabuno, H. (2015). How did the media report on the Great East Japan Earthquake? Objectivity and emotionality seeking in Japanese media coverage. PLoS ONE, 10(5), 1–15. https://doi.org/10.1371/journal.pone.0125966
Urata, J., & Hato, E. (2013). An Analysis of Evacuation Timing with Pre-Activities in Tsunami Disasters:With a focus on the evacuation behaviors in the city of Rikuzentakata during the 2011 Great East Japan Earthquake. Journal of the City Planning Institute of Japan, 48(3), 807–812.
Wachinger, G., Renn, O., Begg, C., & Kuhlicke, C. (2013). The risk perception paradox-implications for governance and communication of natural hazards. Risk Analysis, 33(6), 1049–1065. https://doi.org/10.1111/j.1539-6924.2012.01942.x
Wang, Z., Ye, X., & Tsou, M. H. (2016). Spatial, temporal, and content analysis of Twitter for wildfire hazards. Natural Hazards, 83(1), 523–540. https://doi.org/10.1007/s11069-016-2329-6
Williamson, P. (2012). Largest Demonstrations in Half a Century Protest the Restart of Japanese Nuclear Power Plants. The Asia-Pacific Journal, 10(27), 1–10.
Woessner, J., & Jalali, R. (2020). International Journal of Disaster Risk Reduction Tsunami inundation hazard across Japan. 49(May).
Xiao, Y., Huang, Q., & Wu, K. (2015). Understanding social media data for disaster management. Natural Hazards, 79(3), 1663–1679. https://doi.org/10.1007/s11069-015-1918-0
Yamada, K. (2020). Public response to news reports on the Mount Kusatsu-Shirane volcanic eruption: A content analysis of online reader comments. International Journal of Disaster Risk Reduction, 43(November 2019), 101388. https://doi.org/10.1016/j.ijdrr.2019.101388
Yamashita, Y. (2014). Volunteer and Civil Activity in the Great Hanshin and Awaji Earthquake and the Great East Japan Earthquake: Rethinking of Relief and Recovery of Fukushima Daiichi Nuclear Accident. The Annual Reports of the Tohoku Sociological Society, 43, 65–74.
Yamori, K. (2013). A Historical Overview of Social Representation of Earthquake Risk in Japan: Fatalism, Social Reform, Scientific Control and Collaborative Risk Management. In H. Joffe, R. Tiziana, & J. Adams (Eds.), Cities at Risk Living with Perils in the 21st Century (Springer, pp. 73–91).
Yamori, K. (2016). Theoretical analysis of “time” in action research. The Japanese Journal of Experimental Social Psychology, 56(1), 48–59
Yamori, K. (2017). Living with Disasters: Nature, Human Beings, and Society. Disaster and Kyosei, 1(1), 15–20.
Yamori, K., & Sugiyama, T. (2015). Theoretical Consideration of “Days-Before” Narratives. Japanese Journal of Qualitative Psychology, 14, 110–127.
Downloads
Posted
Submitted: 2022-03-25 22:03:54 UTC
Published: 2022-04-04 09:25:25 UTC
License
Copyright (c) 2022
Hiroaki Daimon
Genta Nakano
Kohei Takahara
Ryohei Miyamae
This work is licensed under a Creative Commons Attribution 4.0 International License.