Model For Disaster Management Research Articles

The significance of prior resilience experiences in communities exposed to socio-political violence in Colombia for enhancing the community-based disaster management (CBDM) model

The significance of prior resilience experiences in communities exposed to socio-political violence in Colombia for enhancing the community-based disaster management (CBDM) model

A COMPREHENSIVE REVIEW OF DISASTER MANAGEMENT MODELS AND APPROACHES BASED ON AMERICAN STUDIES

This study aimed to comprehensively evaluate the research that has significantly impacted the advancement of disaster management models and approaches since the early 20th century. This review article focuses on scholarly papers indexed in Web of Science and Scopus, which present disaster management models. The selection criteria for these articles were based on their circular models or visual representations of disaster and crisis management from a diverse range of perspectives since 1920. Various disciplines, including public administration, sociology, geography, psychology, and civil defence, have shaped disaster management. Before the 1970s, pioneers in the field, including Prince (1920), Carr (1932), Powell (1954), Chapman (1962), and Stoddard (1968), analysed the impact of disasters on society, and their studies were a significant contribution to the development of disaster management. The circular disaster management model was first introduced by Baird et al. in 1975, focusing on relief-based initiatives. In 1987, Mitroff and fellow researchers delved deeper into the subject, exploring reactive and proactive approaches while integrating the notion of vulnerability. Later models incorporated entitlements such as development, economic progress, risk, hazard, and strategic planning. As time passed, these models grew more extensive and all-encompassing. Nevertheless, disaster management still requires further advancement to tackle crucial challenges like climate change, sustainable development goals, resilience, and the Sendai risk reduction framework. It is recommended that these issues be addressed under the leadership of public administration.

Deep Learning-Based Managing Disaster with Smart Education in Environmental Sustainability while Avoiding Fake News

Networking continues to increase day by day to invest increasingly our daily, creating a huge volume of various and precise data: it is not easy to collect content, especially in crisis times. We focus on Smart Education proposed as the primary tool of a hybrid of Deep Convolutional Neural Networks (CNN)-Long Short-Term Memory (LSTM)-based model to retrieve content efficiently: CNN is used to extract meaningful features from multiple sources, enabling to have qualitative and sure information, notably with an efficient fake news security, and LSTM is used to maintain long-term dependencies in the extracted features with recurrent connections. This model has been compared to previous approaches to the performance of a publicly available dataset to demonstrate its highly satisfactory performance. This new approach makes it possible to integrate artificial intelligence technologies, deep learning, social media, and detecting or avoiding fake news into the crisis management model. It is based on an extension of our previous approach, namely disaster management based on short-term memory and education: this experience constitutes a background for this model. It combines representation training with awareness and education while retrieving pattern information by combining various search results from multiple sources. We have extended it to improve our disaster management model and evaluate it in the case of COVID-19 while obtaining promising results, through past programs and experiences that have shown overwhelmingly positive effects of education for vulnerability reduction and disaster risk management, in the pursuit of Environmental Sustainability

TÜRKİYE’DE AFET YÖNETİMİ VE YENİ BİR MODEL ÖNERİSİ: KARDEŞ ŞEHİR AFET YÖNETİM MODELİ

The concept of interaction, which has found more space in international relations with globalization, has also expanded the field of action of local governments. Sister city relations are among the international collaborations of local governments representing cities, regions and states. Managers of Washington-Hyogo, California-Osaka and Hawaii-Hiroshima sister cities in the USA and Japan and managers various regional non-governmental organizations made some recommendations at the end of the three-day conference process where lessons learned and best practices on planning, preparation and response to natural disasters were shared. Taking these recommendations into consideration, sister city relations were considered as a disaster management model in the context of local governments at national level. In the model, city pairings were made by taking into consideration factors such as fault line, population, cities not being close to each other, geographical location, etc. The main purpose of these pairings is to prevent managerial uncertainty and other weaknesses that may arise in the event of a possible disaster and to take action quickly. With the sister city disaster management model, it is thought that sharing the knowledge and experiences of sister cities regarding past disasters among themselves will provide significant contributions to the cities.

Surviving the Big One: Turkish Neurosurgical Society\'s Innovative Disaster Management Model for Istanbul Earthquake.

The Turkish Neurosurgical Society (TNS) was pivotal in providing critical medical support following the Kahramanmaraş earthquake. Recognizing the crucial need for neurosurgeons, our team collaborated with various institutions to alleviate material shortages and meet medical needs. However, this experience underscored the necessity of having a comprehensive disaster organization model and a well-defined disaster management plan. In the event of calamity, the TNS suggests forminga dedicated trauma group for coordination among neurosurgeons. The trauma group will have a regional organization with smaller subagencies assigned distinct roles and responsibilities to minimize confusion during critical periods. As defined in the guidelines, standardized triage and patient management practices will ensure consistent trauma response across the board. These recommendations will disseminate the richness of knowledge obtained from field experiences, providing valuable insights for future generations. By proactively establishing a trauma group within the TNS and developing a robust disaster management plan, we aim to strengthen our resilience and improve the overall effectiveness of neurosurgical response during future calamities. We can pave the way for a more coordinated and efficient approach to disaster relief, ensuring to reach those who need it the most during uncertain and catastrophic events. The establishment of a dedicated trauma group within TNS represents a significant leap forward in improving our disaster preparedness and response capabilities. Our experience in the Kahramanmaraş earthquake provided us with insights into the critical need of a well-organized and coordinated approach to neurosurgical intervention during a disaster. Implementing standardized triage and patient management practices, as defined in our comprehensive guidelines, will help provide a consistent and effective trauma response across various disaster scenarios.

Analyzing Forest and Land Fire Disaster Prevention Programs in Riau, Indonesia

In Indonesia, forest and land fires are natural disasters that often occur every year, especially during the dry season. To overcome this, the government, non-governmental organizations, business actors and the community are carrying out programs to handle a paradigm shift in the disaster management model from responsive to more preventive in order to reduce it by emphasizing disaster risk reduction efforts and active involvement. The aim of this research is to examine government, company and non-governmental organization intervention programs related to preventing forest and land fire disasters. Qualitative research methods are used to explore sources of information in answering research questions. Data collection uses open interviews and observations as well as Forum Group Discussions regarding strategic intervention designs carried out by local governments, non-governmental organizations, and local communities. The research results show that the forest and land fire prevention model require a sustainable intervention program. The intervention carried out by the provincial government and local government involves all elements of society, including entrepreneurs, non-governmental organizations, fire care communities, farmer groups and the community itself. The results achieved within three years were a reduction in the incidence of forest and land fires.

ICT-Based Lombok Disaster Management Communication Model in Indonesian

When a natural disaster occurs, information and communication technology (ICT)-based disaster communication must be carried out, especially from the government to the affected community. The needs for information on the location and the number of victims and data collection on their needs are highly required to ease officers and volunteers to assist disaster victims. When an earthquake occurred on July 29, 2018, the community was in a state of panic, anxiety, and fear, making it prone to the confusion of information, resulting in slow disaster management. This study aims to determine the communication model of Lombok earthquake disaster management based on ICT carried out by the Public Relations of the North Lombok Regency Government to the people of Gangga Village, North Lombok. This research utilized a descriptive qualitative method by conducting in-depth interviews with the Public Relations of the North Lombok Regency Government, the people of Gangga Village, North Lombok Regency, and the North Lombok Regional Disaster Management Agency (BPBD). The results disclosed that the ICT-based disaster communication model during the July 29, 2018 earthquake integrated related Regional Work Units (SKPDs), such as the Public Relations, BPBD, Public Works Service, and Health Service through Handy Talky (HT), Hand Phone (HP), websites, and social media. The North Lombok Regency Government also explicitly coordinated with the Ministry of Communication and Information, who asked the NTB Regional Frequency Spectrum Monitoring Center to continuously coordinate with telecommunications operators, ORARI, and RAPI in NTB to ensure excellent telecommunications services for the community

The Social Services Risk Index at Local Level: A Tool for Diagnosis and Decision Making

The COVID-19 pandemic has had a decisive impact on our society, generating both direct and indirect effects in a multitude of dimensions, beyond the purely health-related, which have conditioned people’s well-being and quality of life. The social services system has played an essential role in absorbing the consequences of these impacts on the most socially vulnerable population. Analysing the social impacts and monitoring the risks derived from the pandemic can favour the prevention of risk situations, adjust the resources of the social services system to changing social realities and facilitate the strategic decision-making process to mitigate or minimise the impacts of potential socio-annual crises or catastrophes. This article presents a methodological process, based on the HCVRA (Hazards, Capacity Building, Vulnerability, Risk Assessment) disaster management models, designed ad hoc with the aim of identifying, on the one hand, the social impacts of COVID-19 and, on the other hand, the areas with the highest social risk in the post-COVID scenario. The application of this methodological process has made it possible to configure a set of indicators based on public databases, defined by consulting experts and weighted by a panel of stakeholders through a multi-criteria method to obtain a territorialised risk index at the highest level of disaggregation of the available data, based on the dimensions of vulnerability, threat and resilience.

HD/FD Cooperative NOMA under UAV Deployment for a Novel Disaster-Management Model

This work presents a novel system model consisting of an unmanned aerial vehicle (UAV) equipped with a half/full-duplex relay (HDR/FDR) operating as a near-user in the downlink non-orthogonal multiple access (NOMA) systems. In a disaster situation, there is no direct connectivity of the active base station (BS) to the far user due to the out-of-coverage range. Therefore, UAV communication is established to aid the transmission from the same BS to the far user via the UAV. To quantify the effect, outage probability and throughput expressions in the exact and asymptotic forms were developed over the Weibull distribution (WD) fading channel. Additionally, the separation distance of the UAV from the base station is considered to quantify the effect. In particular, this paper helps to determine the optimal location of the UAV deployment from the BS at a fixed height from the ground to either maximize the far-user throughput or attain far-user throughput over different conditions of the WD fading channel. In addition, the performance results of the UAV-HDR/FDR-NOMA system are compared with those of a conventional downlink orthogonal multiple access (OMA) system. The comparison reveals that the UAV-HDR/FDR-NOMA systems outperform corresponding OMA systems in terms of outage probability and throughput over different values of the Weibull shaping index. The analytical results are then validated through numerical simulations on MATLAB.

A Structural Review on Disaster Management Models and Their Contributions

This qualitative study aimed to undertake a critical examination of the models by thematic analysis to determine their contribution to disaster management. A review and analysis of the literature were used. The models were studied to explore their contribution to disaster management and to identify any significant constraints or challenges which could limit the ability of the models to carry out appropriate disaster risk reduction actions. The study found that such models are indispensable because they simplify and improve disaster management. Additionally, they may support planners, managers, and practitioners in reaching proper decisions, making them valuable and necessary decision-making support tools. The study also found that the four key phases of disaster management – mitigation, preparedness, response, and recovery – constitute the basis of the majority of models. The study also showed that each model has an advantage that distinguishes it from the other models. The findings also confirmed the doubts raised about the limitations and concerns associated with the models. Concerns included future disasters’ unpredictability, the models’ prescriptive nature, and the impact on businesses. The findings also indicated that certain planners, managers, and practitioners had a limited understanding of the use of models in disaster management. As such, they appear to have overlooked the use of models while dealing with disasters. Hence, the study recommends that the models should be employed in all disaster management phases. The study also recommends that the findings are utilized as a basis for further research into the potential use of disaster management models.

Cooperation in Disaster Communication Model in Bali, Indonesia

This study aims to analyse the model of disaster communication carried out by the government, especially the Karangasem Regency Public Relations, toward the communities impacted by the eruption of Mount Agung to lessen the risk of disaster. This research applied qualitative descriptive research with a case study method. The case study method specifically looked at the context of disaster communication in the Mount Agung eruption disaster in Bali in 2017. To obtain in-depth data, a focus group discussion and in-depth interviews were carried out as data collection techniques and the data analysis technique used the Miles and Huberman model. The results revealed that the government’s communication model of Mount Agung disaster management worked together with the community through PASEBAYA. The synergy communication model had effectively handled the Mount Agung eruption disaster, considering that disaster management should involve communication, information, coordination, and cooperation. The communication synergy model was carried out by delivering messages in disaster communication from the government to the community to quickly and accurately reach disaster victims and information related to the appeal to use traditional and technology media to evacuate in safe areas, with evacuation locations and order to bring only essential items when evacuated.

Smart Education with Deep Learning and Social Media for Disaster Management in the Pursuit of Environmental Sustainability While Avoiding Fake News

Networking continues to increase day by day to invest increasingly our daily, creating huge volume of various and precise data: it is not easy to collect content, especially in crisis times. We focus on Smart Education proposed as primary tool of a hybrid of Deep Convolutional Neural Networks (CNN)-Long Short-Term Memory (LSTM)-based model to retrieving content efficiently: CNN is used to extract meaningful features from multiple sources, enabling to have qualitative and sure information, notably with an efficient fake news security, and LSTM is used to maintain long-term dependencies in the extracted features with recurrent connections. This model has been compared to previous approaches to the performance of a publicly available dataset to demonstrate its highly satisfactory performance. This new approach makes it possible to integrate artificial intelligence technologies, deep learning, social media and detecting or avoiding fake news into the crisis management model. It is based on an extension of our previous approach, namely disaster management based on short-term memory and education: this experience constitutes a background for this model. It combines representation training with awareness and education, while retrieving pattern information by combining various search results from multiple sources. We have extended it to improve our disaster management model and evaluate it in the case of Covid-19 while obtaining promising results, through past programs and experience that have shown overwhelmingly positive effects of education for vulnerability reduction and disaster risk management, in the pusuit of Environmental Sustainability

Pentahelix Policy Management Paradigm as A Model for Disaster Management in Bojonegoro Regency East Java

Purpose: The purpose of this research is to describe the implementation of the pentahelix of disaster management and the paradigm shift to find obstacles and develop an ideal and practical disaster management model. 
 Design/methodology/approach: This study uses a descriptive type of research with a qualitative approach. Data collection techniques using in-depth interviews. The data analysis technique uses data reduction, data presentation, and drawing conclusions. The data validity technique uses source triangulation and data triangulation.
 Findings: The results showed that the pentahelix management as a disaster management policy in Bojonegoro Regency was not optimal.
 Research limitations/implications: The theoretical implication is that the collaboration model that reflects pentahelic management has not been optimally formed, the role of each element of non-governmental organizations is not optimal.
 Practical implications: The practical implication is the application of disaster pentahelix management in Bojonegoro Regency.
 Originality/value: The originality of this research is an added value for researchers.
 Paper type: a Research paper

Analysis of optimized response time in a new disaster management model by applying metaheuristic and exact methods

Purpose The purpose of this paper is to maximize the total demand covered by the established additive manufacturing and distribution centers and maximize the total literal weight assigned to the drones. Design/methodology/approach Disaster management or humanitarian supply chains (HSCs) differ from commercial supply chains in the fact that the aim of HSCs is to minimize the response time to a disaster as compared to the profit maximization goal of commercial supply chains. In this paper, the authors develop a relief chain structure that accommodates emerging technologies in humanitarian logistics into the two phases of disaster management – the preparedness stage and the response stage. Findings Solving the model by the genetic and the cuckoo optimization algorithm (COA) and comparing the results with the ones obtained by The General Algebraic Modeling System (GAMS) clear that genetic algorithm overcomes other options as it has led to objective functions that are 1.6% and 24.1% better comparing to GAMS and COA, respectively. Originality/value Finally, the presented model has been solved with three methods including one exact method and two metaheuristic methods. Results of implementation show that Non-dominated sorting genetic algorithm II (NSGA-II) has better performance in finding the optimal solutions.

DEVELOPING AN AHP-BASED MODEL FOR EVALUATING MITIGATION PROGRAMS FOR FLOOD DISASTER: CASE STUDY IN JAKARTA, INDONESIA

Throughout the centuries flood disasters have taken a loss of human lives property damage, and economic impacts all over the world. In Jakarta, Indonesia, various alternatives of strategies after flood disasters have been implemented during the past reconstruction project due the high severe damage losses. Unfortunately the programs just issues, based on the damage and losses assessment after recent disasters happened, it indicated the necessity of better flood disaster management for future life’s people in Indonesia. The research focused on flood disaster mitigation program and used as some implementation program from other countries for comparison to propose an appropriate design of mitigation and planned. The approaches use the Analytic Hierarchy Process (AHP) as a decision analysis tool, in order to develop a Program Evaluation Model (PEM) for flood disaster management in Jakarta. In addition, data will be gathered through direct survey with experts. The PEM’s concept is concerned with the selecting the major factors which influence the management of flood disaster in Jakarta, and use the identified factors to evaluate different flood mitigation program from other countries (Taiwan, Japan, Netherlands, United States, and United Kingdom).

The Role of Community in Disaster Mitigation: The Case of Umbulharjo Merapi Monitoring Community on Merapi Mount, Indonesia

Natural disasters are events that often occur in Southeast Asia, including in Indonesia. As it is situated in the ring of fire area and has faced different kinds of natural disaster events, Indonesia has their own experiences in disaster risk management, one of which is the involvement and active role of the community. Therefore, this study will analyze the important role of Umbulharjo Merapi Monitoring Community (UMMC)––a community that focuses on monitoring Mount Merapi in the Special Region of Yogyakarta––that is committed as the provider of information regarding Merapi condition through a direct monitor and plays the role in initiating programs that focus on disaster mitigation. The results of this study aims to show that the role of the community is necessarily required in the mitigation program so that it can be a reference for disaster management models in disaster-prone areas in the Southeast Asian region. This study used a qualitative descriptive method and the data were obtained through an in-depth interview process involving community members, academicians and the government of Sleman Regency. The results of the study revealed that the disaster mitigation carried out by UMMC consisted of four stages that are: identification, analysis, treating, monitoring and evaluation. Through these four stages, several programs for disaster risk reduction are arranged, such as counselling, training, collaborating with stakeholders, and mentoring.

Urgensi Pendekatan Multi dan Inter-disiplin Ilmu dalam Penanggulangan Bencana

The intensity and serious impact of disasters threaten human life, including in Indonesia. A series of natural disasters such as floods, landslides, earthquakes, and tsunamis in the past decade have claimed thousands of lives and damaged property and destroyed social and cultural structures. Current pandemic as non-natural disaster also shows that Covid-19 become among deadliest of disasters. With the unpredictable characteristics of disaster events (especially natural and pandemic), it is urgent to find a collaboration model for effective disaster management. As a concept, an approach and a method disaster management is not a monodisciplinary, but cross-disciplinary, whether it is multidisciplinary, interdisciplinary or transdisciplinary. Using a description and information analysis approach using secondary data through the literature review, this study discusses the link and contribution issues of disaster management. The results of the discussion show that apart from being multidisciplinary, disaster management is also interdisciplinary and transdisciplinary. In the disaster management cycle, there are important roles that differ between multidisciplinary, interdisciplinary, and transdisciplinary. This preliminary finding may be useful for researchers, policy makers, disaster managers and others to start cooperating in reducing disaster risk. A more comprehensive and in-depth study is needed to see the relationship between disaster management and related sciences for strengthening disaster management in the future.

Medical Coordination Rescue Members' and Ambulance Nurses' Perspectives on a New Model for Mass Casualty and Disaster Management and a Novel Terror Attack Mitigation Approach in the Netherlands: A Qualitative Study.

Mass-casualty incidents (MCIs), specifically incidents with chemical, biological, radiological, and nuclear agents (CBRN) or terrorist attacks, challenge medical coordination, rescue, availability, and adequate provision of prehospital and hospital-based emergency care. In the Netherlands, a new model for Mass Casualty and Disaster Management (MCDM) along with a Terror Attack Mitigation Approach (TAMA) was introduced in 2016. The objective of this study was to provide insight in the first experiences of health policy advisors and managers with a medical rescue coordinator and ambulance nursing background regarding the new MCDM and TAMA in order to identify strengths and pitfalls in emergency preparedness and to provide recommendations for improvement. The study had a qualitative design and was performed from January 2017 through June 2018. Purposeful sampling was used and the inclusion comprehended health policy advisors and managers with a medical rescue coordinator and ambulance nursing background involved in emergency preparedness. The respondents were interviewed semi-structured and the researchers used a topic list that was based on the literature and content of the newly introduced model and approach. All interviews were typed out verbatim and qualitative content analyzing was used in order to identify relevant themes. Respondents based their perceptions on large-scale training exercises, as MCDM and TAMA were not yet used during MCIs. Perceived issues of MCDM were the two-tiered triage system, the change in focus from "stay and play" towards "scoop and run," difficulties with new tasks and roles of professionals, and improvement in material provision. Regarding TAMA, all respondents supported the principles (do the most for the most; scoop and run; acceptable personal risk; never walk alone; and standard operational procedure); however, the definitions were lacking clarity while the awareness of optimal personal safety of professionals was absent.As there are currently regional differences in the level of implementation of MCDM and TAMA, this may pose a risk for an optimal inter-regional collaboration. The conclusions refer to experiences of professionals in the Netherlands. Elements of the MCDM and TAMA were highly appreciated and seemed to improve emergency preparedness, while other aspects needed further attention, training, and integration in daily routine. The Netherlands' MCDM model and TAMA will need continuous systematic evaluation based on (inter)national performance criteria in order to underpin the useful and effective elements and to improve the observed pitfalls in emergency preparedness.

Multi‐UAV and SAR collaboration model for disaster management in B5G networks

Ensuring communication infrastructures always alive during disaster mitigation and recovery is of paramount importance. In this case, Unmanned Aerial vehicle (UAV) will be the ideal substitute for the malfunctioning ground base station due to disaster. Henceforth, we suggest a multi‐UAV and Search and Rescue (SAR) collaboration model in this letter. To improve its connectivity, we propose an optimal SAR elevation angle for the multi‐UAV and SARs to administer larger disaster areas effectively and efficiently. We evaluate the performance of the proposed model in terms of path loss, throughput, and coverage probability. The results demonstrate that the proposed model achieves a significant enhancement in serving the SARs.

Law, philosophy and disasters: earthquake-handling case in Yogyakarta, Indonesia

PurposeThis paper aims to synchronize the various constitutional regulations that regulate the natural disaster management in Indonesia, especially those which apply in the Yogyakarta Special Territory after disaster through a legal interpretation and construction method to find a community empowerment-based disaster management model, which suits the Indonesian ideals of law.Design/methodology/approachThis research is carried out in the Yogyakarta Special Territory province; this research uses the juridical normative method or the method with the doctrinal or the juridical normative approach. The approaches used in this research are the conceptual approach, statute approach and the sociological approach.FindingsThe numerous constitutional regulations that are formed and implemented to regulate the disaster management in Yogyakarta Special Territory cannot yet run its function as an integrating mechanism efficiently. This is mainly because the handling of disasters is usually responsive, without clear planning.Research limitations/implicationsIn numerous constitutional regulations, there is a synchronization between the regulations on the society’s rights and responsibilities in disaster management. The point of these regulations is that they state that every citizen has the right to obtain social protection and a sense of safety. They have the right to obtain education, trainings and skills in the establishment of disaster management. Also, they have the right to participate in policies, in accessing information on disaster prevention policies.Practical implicationsEfforts of response toward a disaster should be neither exclusive nor partial. A condition of disaster is a complex condition, which usually asks for a holistic response from various perspectives and experiences. It needs effective teamwork between various institutional groups. Basically, it will not be effective if it is run by a single agency exclusively. Indonesia needs a clear disaster management and needs to synchronize the law for disaster mitigation for minimize the natural disaster impact.Social implicationsVarious constitutional regulations made and applied to regulate disaster management in the Yogyakarta cannot yet run its function as an efficient integrating mechanism, as the law cannot yet undergo the rearrangement of the productive process in the society optimally. The goals determined in the execution of the disaster management are often not legitimized by the society, and they do not yet give a full sense of justice to them. Recovery after Yogyakarta earthquake is a slow process.Originality/valueThis is a relatively new research, as other researches focused on the disastrous impacts of the Yogyakarta earthquake. The disaster management system must consider and must be responsive toward diversity, differences and competition, which may arise due to social, economic, political, community and even religious factors. These differences often create a dynamic and complex relation. A wrong manner in handling this may cause horizontal conflicts.