Articles | Volume 22, issue 6
https://doi.org/10.5194/nhess-22-2185-2022
© Author(s) 2022. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/nhess-22-2185-2022
© Author(s) 2022. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Research article
| 
28 Jun 2022
Research article |
| 28 Jun 2022
| 28 Jun 2022
The determinants affecting the intention of urban residents to prepare for flood risk in China
Tiantian Wang
CORRESPONDING AUTHOR
School of Management and Economics, Beijing Institute of Technology,
Beijing 100081, PR China
Crisis Management Research Center, Beijing Institute of Technology,
Beijing 100081, PR China
Yunmeng Lu
School of Management and Economics, Beijing Institute of Technology,
Beijing 100081, PR China
Crisis Management Research Center, Beijing Institute of Technology,
Beijing 100081, PR China
Tiezhong Liu
CORRESPONDING AUTHOR
School of Management and Economics, Beijing Institute of Technology,
Beijing 100081, PR China
Crisis Management Research Center, Beijing Institute of Technology,
Beijing 100081, PR China
Yujiang Zhang
Second Institute of Surveying and Mapping Engineering, Shaanxi Provincial Bureau of Surveying, Mapping and Geographic Information, Shaanxi 710054, PR China
Xiaohan Yan
School of Management and Economics, Beijing Institute of Technology,
Beijing 100081, PR China
Crisis Management Research Center, Beijing Institute of Technology,
Beijing 100081, PR China
Yi Liu
School of Management and Economics, Beijing Institute of Technology,
Beijing 100081, PR China
Crisis Management Research Center, Beijing Institute of Technology,
Beijing 100081, PR China
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Mohsen Ghafory-Ashtiany and Hooman Motamed
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Saskia Arndt and Stefan Heiland
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Revised manuscript under review for NHESS
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Nat. Hazards Earth Syst. Sci., 24, 803–822, https://doi.org/10.5194/nhess-24-803-2024, https://doi.org/10.5194/nhess-24-803-2024, 2024
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Chiara Arrighi and Alessio Domeneghetti
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Chiara Scaini, Alberto Tamaro, Baurzhan Adilkhan, Satbek Sarzhanov, Zukhritdin Ergashev, Ruslan Umaraliev, Mustafo Safarov, Vladimir Belikov, Japar Karayev, and Ettore Fagà
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Zhuyu Yang, Bruno Barroca, Ahmed Mebarki, Katia Laffréchine, Hélène Dolidon, and Lionel Lilas
EGUsphere, https://doi.org/10.5194/egusphere-2024-204, https://doi.org/10.5194/egusphere-2024-204, 2024
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Jia Xu, Makoto Takahashi, and Weifu Li
Nat. Hazards Earth Syst. Sci., 24, 179–197, https://doi.org/10.5194/nhess-24-179-2024, https://doi.org/10.5194/nhess-24-179-2024, 2024
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Tommaso Piseddu, Mathilda Englund, and Karina Barquet
Nat. Hazards Earth Syst. Sci., 24, 145–161, https://doi.org/10.5194/nhess-24-145-2024, https://doi.org/10.5194/nhess-24-145-2024, 2024
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Contributions to social capital, risk awareness, and preparedness constitute the parameters to test applications in disaster risk management. We propose an evaluation of four of these: mobile positioning data, social media crowdsourcing, drones, and satellite imaging. The analysis grants the opportunity to investigate how different methods to evaluate surveys' results may influence final preferences. We find that the different assumptions on which these methods rely deliver diverging results.
Yuting Zhang, Kai Liu, Xiaoyong Ni, Ming Wang, Jianchun Zheng, Mengting Liu, and Dapeng Yu
Nat. Hazards Earth Syst. Sci., 24, 63–77, https://doi.org/10.5194/nhess-24-63-2024, https://doi.org/10.5194/nhess-24-63-2024, 2024
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This article is aimed at developing a method to quantify the influence of inclement weather on the accessibility of emergency medical services (EMSs) in Beijing, China, and identifying the vulnerable areas that could not get timely EMSs under inclement weather. We found that inclement weather could reduce the accessibility of EMSs by up to 40%. Furthermore, towns with lower baseline EMSs accessibility are more vulnerable when inclement weather occurs.
Soheil Mohammadi, Silvia De Angeli, Giorgio Boni, Francesca Pirlone, and Serena Cattari
Nat. Hazards Earth Syst. Sci., 24, 79–107, https://doi.org/10.5194/nhess-24-79-2024, https://doi.org/10.5194/nhess-24-79-2024, 2024
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This paper critically reviews disaster recovery literature from a multi-risk perspective. Identified key challenges encompass the lack of approaches integrating physical reconstruction and socio-economic recovery, the neglect of multi-risk interactions, the limited exploration of recovery from a pre-disaster planning perspective, and the low consideration of disaster recovery as a non-linear process in which communities need change over time.
Kushagra Pandey, Jens A. de Bruijn, Hans de Moel, Wouter Botzen, and Jeroen C. J. H. Aerts
EGUsphere, https://doi.org/10.5194/egusphere-2024-17, https://doi.org/10.5194/egusphere-2024-17, 2024
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SLR will lead to more frequent flooding, and salt intrusion in coastal areas will be a major concern for farming households that are highly dependent on the soil quality for their livelihoods. In this study, we simulated the risk of SLR and flooding to coastal farmers by assessing salt intrusion risk and flood damage to buildings.
Emilio Berny, Carlos Avelar, Mario A. Salgado-Gálvez, and Mario Ordaz
Nat. Hazards Earth Syst. Sci., 24, 53–62, https://doi.org/10.5194/nhess-24-53-2024, https://doi.org/10.5194/nhess-24-53-2024, 2024
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This paper presents a methodology to estimate the total emergency costs based on modelled damages for earthquakes and floods, together with the demographic and building characteristics of the study area. The methodology has been applied in five countries in central Asia, the first time that these estimates are made available for the study area and are intended to be useful for regional and local stakeholders and decision makers.
Henrique M. D. Goulart, Irene Benito Lazaro, Linda van Garderen, Karin van der Wiel, Dewi Le Bars, Elco Koks, and Bart van den Hurk
Nat. Hazards Earth Syst. Sci., 24, 29–45, https://doi.org/10.5194/nhess-24-29-2024, https://doi.org/10.5194/nhess-24-29-2024, 2024
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We explore how Hurricane Sandy (2012) could flood New York City under different scenarios, including climate change and internal variability. We find that sea level rise can quadruple coastal flood volumes, while changes in Sandy's landfall location can double flood volumes. Our results show the need for diverse scenarios that include climate change and internal variability and for integrating climate information into a modelling framework, offering insights for high-impact event assessments.
Francesco Caleca, Chiara Scaini, William Frodella, and Veronica Tofani
Nat. Hazards Earth Syst. Sci., 24, 13–27, https://doi.org/10.5194/nhess-24-13-2024, https://doi.org/10.5194/nhess-24-13-2024, 2024
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Landslide risk analysis is a powerful tool because it allows us to identify where physical and economic losses could occur due to a landslide event. The purpose of our work was to provide the first regional-scale analysis of landslide risk for central Asia, and it represents an advanced step in the field of risk analysis for very large areas. Our findings show, per square kilometer, a total risk of about USD 3.9 billion and a mean risk of USD 0.6 million.
Marta Sapena, Moritz Gamperl, Marlene Kühnl, Carolina Garcia-Londoño, John Singer, and Hannes Taubenböck
Nat. Hazards Earth Syst. Sci., 23, 3913–3930, https://doi.org/10.5194/nhess-23-3913-2023, https://doi.org/10.5194/nhess-23-3913-2023, 2023
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A new approach for the deployment of landslide early warning systems (LEWSs) is proposed. We combine data-driven landslide susceptibility mapping and population maps to identify exposed locations. We estimate the cost of monitoring sensors and demonstrate that LEWSs could be installed with a budget ranging from EUR 5 to EUR 41 per person in Medellín, Colombia. We provide recommendations for stakeholders and outline the challenges and opportunities for successful LEWS implementation.
Dong Qiu, Binglin Lv, Yuepeng Cui, and Zexiong Zhan
Nat. Hazards Earth Syst. Sci., 23, 3789–3803, https://doi.org/10.5194/nhess-23-3789-2023, https://doi.org/10.5194/nhess-23-3789-2023, 2023
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This paper divides preparedness behavior into minimal and adequate preparedness. In addition to studying the main factors that promote families' disaster preparedness, we also study the moderating effects of response efficacy and self-efficacy on preparedness actions by vulnerable families. Based on the findings of this study, policymakers can target interventions and programs that can be designed to remedy the current lack of disaster preparedness education for vulnerable families.
Jenni Barclay, Richie Robertson, and M. Teresa Armijos
Nat. Hazards Earth Syst. Sci., 23, 3603–3615, https://doi.org/10.5194/nhess-23-3603-2023, https://doi.org/10.5194/nhess-23-3603-2023, 2023
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Stories create avenues for sharing the meanings and social implications of scientific knowledge. We explore their value when told between scientists during a volcanic eruption. They are important vehicles for understanding how risk is generated during volcanic eruptions and create new knowledge about these interactions. Stories explore how risk is negotiated when scientific information is ambiguous or uncertain, identify cause and effect, and rationalize the emotional intensity of a crisis.
Peng Zou, Gang Luo, Yuzhang Bi, and Hanhua Xu
EGUsphere, https://doi.org/10.5194/egusphere-2023-2715, https://doi.org/10.5194/egusphere-2023-2715, 2023
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This manuscript addresses to numerically analyze the dynamic responses and damage mechanism of the pile-slab retaining wall under the rockfall impacts by employing the refined finite element model. The results provide insights into structure dynamic response analysis of the PSRW and serve as a benchmark for further research.
Isabelle Ousset, Guillaume Evin, Damien Raynaud, and Thierry Faug
Nat. Hazards Earth Syst. Sci., 23, 3509–3523, https://doi.org/10.5194/nhess-23-3509-2023, https://doi.org/10.5194/nhess-23-3509-2023, 2023
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This paper deals with an exceptional snow and rain event in a Mediterranean region of France which is usually not prone to heavy snowfall and its consequences on a particular building that collapsed completely. Independent analyses of the meteorological episode are carried out, and the response of the building to different snow and rain loads is confronted to identify the main critical factors that led to the collapse.
Elisabeth Schoepfer, Jörn Lauterjung, Torsten Riedlinger, Harald Spahn, Juan Camilo Gómez Zapata, Christian D. León, Hugo Rosero-Velásquez, Sven Harig, Michael Langbein, Nils Brinckmann, Günter Strunz, Christian Geiß, and Hannes Taubenböck
Nat. Hazards Earth Syst. Sci. Discuss., https://doi.org/10.5194/nhess-2023-142, https://doi.org/10.5194/nhess-2023-142, 2023
Revised manuscript accepted for NHESS
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In this paper, we provide a brief introduction on the paradigm shift from managing disasters to managing risks, followed by single-hazard to multi-hazard risk assessment. We highlight four global strategies that address disaster risk reduction and call for action. Subsequently, we present a conceptual approach for multi-risk assessment which was designed to serve potential users like disaster risk managers, urban planners or operators of critical infrastructures to increase their capabilities.
Jiachang Tu, Jiahong Wen, Liang Emlyn Yang, Andrea Reimuth, Stephen S. Young, Min Zhang, Luyang Wang, and Matthias Garschagen
Nat. Hazards Earth Syst. Sci., 23, 3247–3260, https://doi.org/10.5194/nhess-23-3247-2023, https://doi.org/10.5194/nhess-23-3247-2023, 2023
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This paper evaluates the flood risk and the resulting patterns in buildings following low-probability, high-impact flood scenarios by a risk analysis chain in Shanghai. The results provide a benchmark and also a clear future for buildings with respect to flood risks in Shanghai. This study links directly to disaster risk management, e.g., the Shanghai Master Plan. We also discussed different potential adaptation options for flood risk management.
Ignace Pelckmans, Jean-Philippe Belliard, Luis E. Dominguez-Granda, Cornelis Slobbe, Stijn Temmerman, and Olivier Gourgue
Nat. Hazards Earth Syst. Sci., 23, 3169–3183, https://doi.org/10.5194/nhess-23-3169-2023, https://doi.org/10.5194/nhess-23-3169-2023, 2023
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Mangroves are increasingly recognized as a coastal protection against extreme sea levels. Their effectiveness in doing so, however, is still poorly understood, as mangroves are typically located in tropical countries where data on mangrove vegetation and topography properties are often scarce. Through a modelling study, we identified the degree of channelization and the mangrove forest floor topography as the key properties for regulating high water levels in a tropical delta.
André Felipe Rocha Silva and Julian Cardoso Eleutério
Nat. Hazards Earth Syst. Sci., 23, 3095–3110, https://doi.org/10.5194/nhess-23-3095-2023, https://doi.org/10.5194/nhess-23-3095-2023, 2023
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This work evaluates the application of flood consequence models through their application in a real case related to a tailings dam failure. Furthermore, we simulated the implementation of less efficient alert systems on life-loss alleviation. The results revealed that the models represented the event well and were able to estimate the relevance of implementing efficient alert systems. They highlight that their use may be an important tool for new regulations for dam safety legislation.
Mario A. Salgado-Gálvez, Mario Ordaz, Benjamin Huerta, Osvaldo Garay, Carlos Avelar, Ettore Fagà, Mohsen Kohrangi, Paola Ceresa, and Zacharias Fasoulakis
Nat. Hazards Earth Syst. Sci. Discuss., https://doi.org/10.5194/nhess-2023-137, https://doi.org/10.5194/nhess-2023-137, 2023
Revised manuscript under review for NHESS
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Central Asia is prone to earthquake losses which can impact population and assets of different types. This paper presents the details of a probabilistic earthquake model which made use of a regionally consistent approach to assess the feasible earthquake losses in five countries. Results are presented in terms of commonly used risk metrics, which are aimed to facilitate a policy dialogue regarding different disaster risk management strategies, from risk mitigation to disaster risk financing.
Max Schneider, Fabrice Cotton, and Pia-Johanna Schweizer
Nat. Hazards Earth Syst. Sci., 23, 2505–2521, https://doi.org/10.5194/nhess-23-2505-2023, https://doi.org/10.5194/nhess-23-2505-2023, 2023
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Hazard maps are fundamental to earthquake risk reduction, but research is missing on how to design them. We review the visualization literature to identify evidence-based criteria for color and classification schemes for hazard maps. We implement these for the German seismic hazard map, focusing on communicating four properties of seismic hazard. Our evaluation finds that the redesigned map successfully communicates seismic hazard in Germany, improving on the baseline map for two key properties.
Leon Scheiber, Christoph Gabriel David, Mazen Hoballah Jalloul, Jan Visscher, Hong Quan Nguyen, Roxana Leitold, Javier Revilla Diez, and Torsten Schlurmann
Nat. Hazards Earth Syst. Sci., 23, 2333–2347, https://doi.org/10.5194/nhess-23-2333-2023, https://doi.org/10.5194/nhess-23-2333-2023, 2023
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Like many other megacities in low-elevation coastal zones, Ho Chi Minh City in southern Vietnam suffers from the convoluting impact of changing environmental stressors and rapid urbanization. This study assesses quantitative hydro-numerical results against the background of the low-regret paradigm for (1) a large-scale flood protection scheme as currently constructed and (2) the widespread implementation of small-scale rainwater detention as envisioned in the Chinese Sponge City Program.
Dirk Eilander, Anaïs Couasnon, Frederiek C. Sperna Weiland, Willem Ligtvoet, Arno Bouwman, Hessel C. Winsemius, and Philip J. Ward
Nat. Hazards Earth Syst. Sci., 23, 2251–2272, https://doi.org/10.5194/nhess-23-2251-2023, https://doi.org/10.5194/nhess-23-2251-2023, 2023
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This study presents a framework for assessing compound flood risk using hydrodynamic, impact, and statistical modeling. A pilot in Mozambique shows the importance of accounting for compound events in risk assessments. We also show how the framework can be used to assess the effectiveness of different risk reduction measures. As the framework is based on global datasets and is largely automated, it can easily be applied in other areas for first-order assessments of compound flood risk.
Juan Camilo Gómez Zapata, Massimiliano Pittore, Nils Brinckmann, Juan Lizarazo-Marriaga, Sergio Medina, Nicola Tarque, and Fabrice Cotton
Nat. Hazards Earth Syst. Sci., 23, 2203–2228, https://doi.org/10.5194/nhess-23-2203-2023, https://doi.org/10.5194/nhess-23-2203-2023, 2023
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To investigate cumulative damage on extended building portfolios, we propose an alternative and modular method to probabilistically integrate sets of single-hazard vulnerability models that are being constantly developed by experts from various research fields to be used within a multi-risk context. We demonstrate its application by assessing the economic losses expected for the residential building stock of Lima, Peru, a megacity commonly exposed to consecutive earthquake and tsunami scenarios.
Oya Kalaycıoğlu, Serhat Emre Akhanlı, Emin Yahya Menteşe, Mehmet Kalaycıoğlu, and Sibel Kalaycıoğlu
Nat. Hazards Earth Syst. Sci., 23, 2133–2156, https://doi.org/10.5194/nhess-23-2133-2023, https://doi.org/10.5194/nhess-23-2133-2023, 2023
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The associations between household characteristics and hazard-related social vulnerability in Istanbul, Türkiye, were assessed using machine learning techniques. The results indicated that less educated households with no social security and job insecurity that live in squatter houses are at a higher risk of social vulnerability. We present the findings in an open-access R Shiny web application, which can serve as a guidance for identifying the target groups in the interest of risk mitigation.
Gregor Ortner, Michael Bründl, Chahan M. Kropf, Thomas Röösli, Yves Bühler, and David N. Bresch
Nat. Hazards Earth Syst. Sci., 23, 2089–2110, https://doi.org/10.5194/nhess-23-2089-2023, https://doi.org/10.5194/nhess-23-2089-2023, 2023
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This paper presents a new approach to assess avalanche risk on a large scale in mountainous regions. It combines a large-scale avalanche modeling method with a state-of-the-art probabilistic risk tool. Over 40 000 individual avalanches were simulated, and a building dataset with over 13 000 single buildings was investigated. With this new method, risk hotspots can be identified and surveyed. This enables current and future risk analysis to assist decision makers in risk reduction and adaptation.
Prateek Arora and Luis Ceferino
Nat. Hazards Earth Syst. Sci., 23, 1665–1683, https://doi.org/10.5194/nhess-23-1665-2023, https://doi.org/10.5194/nhess-23-1665-2023, 2023
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Power outage models can help utilities manage risks for outages from hurricanes. Our article reviews the existing outage models during hurricanes and highlights their strengths and limitations. Existing models can give erroneous estimates with outage predictions larger than the number of customers, can struggle with predictions for catastrophic hurricanes, and do not adequately represent infrastructure failure's uncertainties. We suggest models for the future that can overcome these challenges.
Cited articles
Abrahamse, W. and Steg, L.: Social influence approaches to encourage
resource conservation: A meta-analysis, Global Environ. Chang., 23,
1773–1785, https://doi.org/10.1016/j.gloenvcha.2013.07.029, 2013.
Ajzen, I.: The theory of planned behavior, Organizational Behavior and Human
Decision Processes, 50, 179–211,
https://doi.org/10.1016/0749-5978(91)90020-T, 1991.
Botzen, W. J. W., Kunreuther, H., Czajkowski, J., and de Moel, H.: Adoption
of Individual Flood Damage Mitigation Measures in New York City: An
Extension of Protection Motivation Theory, Risk Anal., 39, 2143–2159,
https://doi.org/10.1111/risa.13318, 2019.
Bubeck, P., Botzen, W. J. W., Kreibich, H., and Aerts, J. C. J. H.: Long-term development and effectiveness of private flood mitigation measures: an analysis for the German part of the river Rhine, Nat. Hazards Earth Syst. Sci., 12, 3507–3518, https://doi.org/10.5194/nhess-12-3507-2012, 2012a.
Bubeck, P., Botzen, W. J., and Aerts, J. C.: A review of risk perceptions
and other factors that influence flood mitigation behavior, Risk Anal., 32,
1481–1495, 10.1111/j.1539-6924.2011.01783.x, 2012b.
Bubeck, P., Botzen, W. J. W., Kreibich, H., and Aerts, J. C. J. H.: Detailed
insights into the influence of flood-coping appraisals on mitigation
behaviour, Global Environ. Chang., 23, 1327–1338,
https://doi.org/10.1016/j.gloenvcha.2013.05.009, 2013.
Bubeck, P., Wouter Botzen, W. J., Laudan, J., Aerts, J. C. J. H., and
Thieken, A. H.: Insights into Flood-Coping Appraisals of Protection
Motivation Theory: Empirical Evidence from Germany and France, Risk
Anal., 38, 1239–1257, https://doi.org/10.1111/risa.12938, 2018.
Bubeck, P., Berghauser, L., Hudson, P., and Thieken, A. H.: Using Panel Data
to Understand the Dynamics of Human Behavior in Response to Flooding, Risk
Anal., 40, 2340–2359, https://doi.org/10.1111/risa.13548, 2020.
Buchanan, M. K., Oppenheimer, M., and Parris, A.: Values, bias, and
stressors affect intentions to adapt to coastal flood risk: a case study
from New York City, Weather Clim. Soc., 11, 809–821, 2019.
Chin, W. W.: The partial least squares approach to structural equation modeling, in: Modern methods for business research, edited by: Marcoulides, G. A., Taylor and Francis, New York, USA, 295–336, ISBN 0-8058-2677-7, 1998.
Cialdini, R. B., Reno, R. R., and Kallgren, C. A.: A focus theory of
normative conduct: Recycling the concept of norms to reduce littering in
public places, J. Pers. Soc. Psychol., 58, 1015–1026,
https://doi.org/10.1037/0022-3514.58.6.1015, 1990.
Deutsch, M. and Gerard, H. B.: A study of normative and informational social
influences upon individual judgment, J. Abnorm. Soc.
Psych., 51, 629–636, https://doi.org/10.1037/h0046408, 1955.
Diakakis, M., Priskos, G., and Skordoulis, M.: Public perception of flood
risk in flash flood prone areas of Eastern Mediterranean: The case of Attica
Region in Greece, Int. J. Disast. Risk Re., 28,
404–413, https://doi.org/10.1016/j.ijdrr.2018.03.018, 2018.
Dillenardt, L., Hudson, P., and Thieken, A. H.: Urban pluvial flood
adaptation: Results of a household survey across four German municipalities,
J. Flood Risk Manag., 2021, 1–15, https://doi.org/10.1111/jfr3.12748, 2021.
Eagly, A. H. and Chaiken, S.: Attitude Research in the 21st Century: The Current State of Knowledge, in: The handbook of attitudes, edited by: Albarracín, D., Johnson, B. T., and Zanna, M. P., Lawrence Erlbaum Associates Publisher, Mahwah, NJ, US, 743–767, ISBN 0805844937, 2005.
Ejeta, L. T., Ardalan, A., Paton, D., and Yaseri, M.: Emotional and
cognitive factors influencing flood preparedness in Dire Dawa town,
Ethiopia, Nat. Hazards, 93, 715–737,
https://doi.org/10.1007/s11069-018-3321-0, 2018.
Fishbein, M. and Ajzen, I. (Eds): Predicting and changing behavior: The reasoned action approach, Psychology Press, New York, USA, https://doi.org/10.4324/9780203838020, 2011.
Fornell, C. and Larcker, D. F.: Evaluating Structural Equation Models with
Unobservable Variables and Measurement Error, J. Marketing Res.,
18, 39–50, https://doi.org/10.1177/002224378101800104, 1981.
Garson, G. D. (Ed): Partial Least Squares: Regression and Structural Equation Models, Statistical Associates Publishers, Asheboro, USA, ISBN 978-1-62638-039-4, 2016.
Ge, Y., Yang, G., Wang, X., Dou, W., Lu, X., and Mao, J.: Understanding risk
perception from floods: a case study from China, Nat. Hazards, 105,
3119–3140, https://doi.org/10.1007/s11069-020-04458-y, 2021.
Geisser, S.: A predictive approach to the random effect model, Biometrika,
61, 101–107, https://doi.org/10.1093/biomet/61.1.101, 1974.
Grothmann, T. and Reusswig, F.: People at Risk of Flooding: Why Some
Residents Take Precautionary Action While Others Do Not, Nat. Hazards,
38, 101–120, https://doi.org/10.1007/s11069-005-8604-6, 2006.
Haenlein, M. and Kaplan, A. M.: A Beginner's Guide to Partial Least Squares
Analysis, Understanding Statistics, 3, 283–297,
https://doi.org/10.1207/s15328031us0304_4, 2004.
Hair Jr., J. F., Matthews, L. M., Matthews, R. L., and Sarstedt, M.: PLS-SEM
or CB-SEM: updated guidelines on which method to use, International Journal
of Multivariate Data Analysis, 1, 107–123,
https://doi.org/10.1504/ijmda.2017.087624, 2017.
Hair Jr., J. F., Hult, G. T. M., Ringle, C. M., and Sarstedt, M. (Eds): A primer on partial least squares structural equation modeling (PLS-SEM), SAGE Publications, Washington DC, USA, ISBN 978-1-4522-1744-4, 2021.
Haney, T. J. and McDonald-Harker, C.: “The River Is Not the Same Anymore”:
Environmental Risk and Uncertainty in the Aftermath of the High River,
Alberta, Flood, Social Currents, 4, 594–612,
https://doi.org/10.1177/2329496516669351, 2017.
Hayes, A. F. and Scharkow, M.: The Relative Trustworthiness of Inferential
Tests of the Indirect Effect in Statistical Mediation Analysis: Does Method
Really Matter?, Psychol. Sci., 24, 1918–1927,
https://doi.org/10.1177/0956797613480187, 2013.
Henseler, J., Ringle, C. M., and Sarstedt, M.: A new criterion for assessing
discriminant validity in variance-based structural equation modeling,
J. Acad. Market. Sci., 43, 115–135,
https://doi.org/10.1007/s11747-014-0403-8, 2015.
Hudson, P., Thieken, A. H., and Bubeck, P.: The challenges of longitudinal
surveys in the flood risk domain, J. Risk Res., 23, 642–663,
https://doi.org/10.1080/13669877.2019.1617339, 2019.
Jiang, T., Zhang, Q., Blender, R., and Fraedrich, K.: Yangtze Delta floods
and droughts of the last millennium: Abrupt changes and long term memory,
Theor. Appl. Climatol., 82, 131–141,
https://doi.org/10.1007/s00704-005-0125-4, 2005.
Kellens, W., Terpstra, T., and De Maeyer, P.: Perception and Communication
of Flood Risks: A Systematic Review of Empirical Research, Risk Anal.,
33, 24–49, https://doi.org/10.1111/j.1539-6924.2012.01844.x, 2013.
Kline, R. B. (Ed): Principles and practice of structural equation modeling, Guilford publications, New York, USA, ISBN 978-1-4625-2334-4, 2016.
Kreibich, H. and Thieken, A. H.: Coping with floods in the city of Dresden,
Germany, Nat. Hazards, 51, 423–436,
https://doi.org/10.1007/s11069-007-9200-8, 2008.
Kreibich, H., Christenberger, S., and Schwarze, R.: Economic motivation of households to undertake private precautionary measures against floods, Nat. Hazards Earth Syst. Sci., 11, 309–321, https://doi.org/10.5194/nhess-11-309-2011, 2011.
Kunreuther, H., Ginsberg, R.,Miller, L., Sagi, P., Slovic, P., Borkan, B., and Katz, N. (Eds.): Disaster insurance protection: Public policy lessons, John Wiley and Sons, New York, USA, ISBN 13 978-0471032595, 1978.
Lin, S., Shaw, D., and Ho, M.-C.: Why are flood and landslide victims less
willing to take mitigation measures than the public?, Nat. Hazards, 44,
305–314, https://doi.org/10.1007/s11069-007-9136-z, 2008.
Lindell, M. K. and Hwang, S. N.: Households' Perceived Personal Risk and
Responses in a Multihazard Environment, Risk Anal., 28, 539–556,
https://doi.org/10.1111/j.1539-6924.2008.01032.x, 2008.
Liu, D., Li, Y., Fang, S., and Zhang, Y.: Influencing factors for emergency
evacuation capability of rural households to flood hazards in western
mountainous regions of Henan province, China, Int. J.
Disast. Risk Re., 21, 187–195,
https://doi.org/10.1016/j.ijdrr.2016.12.008, 2017.
Liu, D., Li, Y., Shen, X., Xie, Y., and Zhang, Y.: Flood risk perception of
rural households in western mountainous regions of Henan Province, China,
Int. J. Disast. Risk Re., 27, 155–160,
https://doi.org/10.1016/j.ijdrr.2017.09.051, 2018.
Lo, A. Y.: The role of social norms in climate adaptation: Mediating risk
perception and flood insurance purchase, Global Environ. Chang., 23,
1249–1257, https://doi.org/10.1016/j.gloenvcha.2013.07.019, 2013.
Martin, V. Y., Weiler, B., Reis, A., Dimmock, K., and Scherrer, P.: “Doing
the right thing”: How social science can help foster pro-environmental
behaviour change in marine protected areas, Mar. Policy, 81, 236–246,
https://doi.org/10.1016/j.marpol.2017.04.001, 2017.
Meyer, R. J., Baker, J., Broad, K., Czajkowski, J., and Orlove, B.: The
Dynamics of Hurricane Risk Perception: Real-Time Evidence from the 2012
Atlantic Hurricane Season, B. Am. Meteorol. Soc.,
95, 1389–1404, https://doi.org/10.1175/bams-d-12-00218.1, 2014.
Mileti, D. S. and Darlington, J. D.: The Role of Searching in Shaping
Reactions to Earthquake Risk Information, Soc. Probl., 44, 89–103,
https://doi.org/10.2307/3096875, 1997.
Milne, S., Sheeran, P., and Orbell, S.: Prediction and Intervention in
Health-Related Behavior: A Meta-Analytic Review of Protection Motivation
Theory, J. Appl. Soc. Psychol., 30, 106–143,
https://doi.org/10.1111/j.1559-1816.2000.tb02308.x, 2000.
Norris, F. H., Friedman, M. J., Watson, P. J., Byrne, C. M., Diaz, E., and
Kaniasty, K.: 60,000 disaster victims speak: Part I. An empirical review of
the empirical literature, 1981–2001, Psychiatry, 65, 207–239,
https://doi.org/10.1521/psyc.65.3.207.20173, 2002.
Osberghaus, D.: The determinants of private flood mitigation measures in
Germany – Evidence from a nationwide survey, Ecol. Econ., 110,
36–50, https://doi.org/10.1016/j.ecolecon.2014.12.010, 2015.
Owusu, S., Wright, G., and Arthur, S.: Public attitudes towards flooding and
property-level flood protection measures, Nat. Hazards, 77, 1963–1978,
https://doi.org/10.1007/s11069-015-1686-x, 2015.
Papagiannaki, K., Kotroni, V., Lagouvardos, K., and Papagiannakis, G.: How awareness and confidence affect flood-risk precautionary behavior of Greek citizens: the role of perceptual and emotional mechanisms, Nat. Hazards Earth Syst. Sci., 19, 1329–1346, https://doi.org/10.5194/nhess-19-1329-2019, 2019.
Parker, D. J., Priest, S. J., and Tapsell, S. M.: Understanding and
enhancing the public's behavioural response to flood warning information,
Meteorol. Appl., 16, 103–114, https://doi.org/10.1002/met.119,
2009.
Podsakoff, P. M. and Organ, D. W.: Self-Reports in Organizational Research:
Problems and Prospects, J. Manage., 12, 531–544,
https://doi.org/10.1177/014920638601200408, 1986.
Poussin, J. K., Botzen, W. J. W., and Aerts, J. C. J. H.: Factors of
influence on flood damage mitigation behaviour by households, Environ.
Sci. Policy, 40, 69–77,
https://doi.org/10.1016/j.envsci.2014.01.013, 2014.
Poussin, J. K., Wouter Botzen, W. J., and Aerts, J. C. J. H.: Effectiveness
of flood damage mitigation measures: Empirical evidence from French flood
disasters, Global Environ. Chang., 31, 74–84,
https://doi.org/10.1016/j.gloenvcha.2014.12.007, 2015.
Rogers, R. W.: A Protection Motivation Theory of Fear Appeals and Attitude
Change1, J. Psychol., 91, 93-114,
https://doi.org/10.1080/00223980.1975.9915803, 1975.
Rogers, R. W. and Prentice-Dunn, S.: Protection motivation theory, in: Handbook of health behavior research 1: Personal and social determinants, edited by: Gochman, D. S., Plenum Press, New York, USA, 113–132, ISBN 978-0306454431, 1997.
Schifter, D. E. and Ajzen, I.: Intention, perceived control, and weight
loss: an application of the theory of planned behavior, J. Pers. Soc. Psychol.,
49, 843–851, https://doi.org/10.1037/0022-3514.49.3.843, 1985.
Seebauer, S. and Babcicky, P.: (Almost) all Quiet Over One and a Half Years:
A Longitudinal Study on Causality Between Key Determinants of Private Flood
Mitigation, Risk Anal., 41, 958–975, https://doi.org/10.1111/risa.13598, 2021.
Shao, W., Feng, K., and Lin, N.: Predicting support for flood mitigation
based on flood insurance purchase behavior, Environ. Res. Lett.,
14, 054014, https://doi.org/10.1088/1748-9326/ab195a, 2019.
Shi, P., Jaeger, C., and Ye, Q. (Eds.): Integrated risk governance: Science plan and case studies of large-scale disasters, Springer, ISBN 978-3642316401, 2013.
Shiau, W.-L., Yuan, Y., Pu, X., Ray, S., and Chen, C. C.: Understanding
fintech continuance: perspectives from self-efficacy and ECT-IS theories,
Ind. Manage. Data Syst., 120, 1659–1689,
https://doi.org/10.1108/imds-02-2020-0069, 2020.
Siegrist, M. and Gutscher, H.: Natural Hazards and Motivation for Mitigation
Behavior: People Cannot Predict the Affect Evoked by a Severe Flood, Risk
Anal., 28, 771–778, https://doi.org/10.1111/j.1539-6924.2008.01049.x,
2008.
Siegrist, M.: The necessity for longitudinal studies in risk perception
research, Risk Anal., 33, 50–51, https://doi.org/10.1111/j.1539-6924.2012.01941.x, 2013.
Slovic, P., Peters, E., Finucane, M. L., and MacGregor, D. G.: Affect, risk,
and decision making, Health Psychol., 24, S35–S40,
https://doi.org/10.1037/0278-6133.24.4.S35, 2005.
Squires, L. R., Hollett, K. B., Hesson, J., and Harris, N.: Psychological
Distress, Emotion Dysregulation, and Coping Behaviour: a Theoretical
Perspective of Problematic Smartphone Use, Int. J. Ment.
Health Ad., 19, 1284–1299,
https://doi.org/10.1007/s11469-020-00224-0, 2021.
Tenenhaus, M., Amato, S., and Vinzi V. E.: A global goodness-of-fit index for PLS structural equation modelling, in: Proceedings of the XLII SIS Scientific Meeting, Padova: CLEUP, 1, 739–742, 2004.
Terpstra, T.: Emotions, Trust, and Perceived Risk: Affective and Cognitive
Routes to Flood Preparedness Behavior, Risk Anal., 31, 1658–1675,
https://doi.org/10.1111/j.1539-6924.2011.01616.x, 2011.
van Duinen, R., Filatova, T., Geurts, P., and van der Veen, A.: Coping with
drought risk: empirical analysis of farmers' drought adaptation in the
south-west Netherlands, Reg. Environ. Change, 15, 1081–1093,
https://doi.org/10.1007/s10113-014-0692-y, 2015.
van Herk, S., Rijke, J., Zevenbergen, C., and Ashley, R.: Understanding the
transition to integrated flood risk management in the Netherlands,
Environmental Innovation and Societal Transitions, 15, 84–100,
https://doi.org/10.1016/j.eist.2013.11.001, 2015.
Von Neumann, J. and Morgenstern, O. (Eds.): Theory of games and economic behavior, Princeton University Press, ISBN 978-0691130613, 1944.
Wachinger, G., Renn, O., Begg, C., and Kuhlicke, C.: The Risk Perception
Paradox–Implications for Governance and Communication of Natural Hazards,
Risk Anal., 33, 1049–1065,
https://doi.org/10.1111/j.1539-6924.2012.01942.x, 2013.
Wang, S., Wang, J., Lin, S., and Li, J.: Public perceptions and acceptance
of nuclear energy in China: The role of public knowledge, perceived benefit,
perceived risk and public engagement, Energ. Policy, 126, 352–360,
https://doi.org/10.1016/j.enpol.2018.11.040, 2019.
Wang, Y., Liang, J., Yang, J., Ma, X., Li, X., Wu, J., Yang, G., Ren, G.,
and Feng, Y.: Analysis of the environmental behavior of farmers for
non-point source pollution control and management: An integration of the
theory of planned behavior and the protection motivation theory, J. Environ.
Manage., 237, 15–23, https://doi.org/10.1016/j.jenvman.2019.02.070, 2019.
Wen, Z. L., Liu, H. Y., and Hou, J. T. (Eds.): Analysis of moderating and mediating effects, Educational Science Publishing House, Beijing, China, ISBN 978-7504160645, 2012.
Wen, Z. and Ye, B.: Analyses of Mediating Effects: The Development of
Methods and Models, Advances in Psychological Science, 22, 731–745,
https://doi.org/10.3724/sp.J.1042.2014.00731, 2014.
Wetzels, M., Odekerken-Schroder, G., and van Oppen, C.: Using Pls Path
Modeling for Assessing Hierarchical Construct Models: Guidelines and
Empirical Illustration, Mis Quart., 33, 177–195,
https://doi.org/10.2307/20650284, 2009.
Weyrich, P., Mondino, E., Borga, M., Di Baldassarre, G., Patt, A., and Scolobig, A.: A flood-risk-oriented, dynamic protection motivation framework to explain risk reduction behaviours, Nat. Hazards Earth Syst. Sci., 20, 287–298, https://doi.org/10.5194/nhess-20-287-2020, 2020.
Zhai, Q. G., Wang, S. F., and Weadon, H.: Thriving at work as a mediator of
the relationship between workplace support and life satisfaction, J.
Manage. Organ., 26, 168–184,
https://doi.org/10.1017/jmo.2017.62, 2020.
Zhang, J.: Comparison of structural equation model construction methods,
Statistics & Decision, 137–139, 2007.
Short summary
To identify the main determinants influencing urban residents' intention to prepare for flood risk in China, we developed an integrated theoretical framework based on protection motivation theory (PMT) and validated it with structural equation modeling. The results showed that both threat perception and coping appraisal were effective in increasing residents' intention to prepare. In addition, individual heterogeneity and social context also had an impact on preparedness intentions.
To identify the main determinants influencing urban residents' intention to prepare for flood...
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