Tim J. Grant. (2009). Towards mixed rational-naturalistic decision support for command & control. In S. J. J. Landgren (Ed.), ISCRAM 2009 – 6th International Conference on Information Systems for Crisis Response and Management: Boundary Spanning Initiatives and New Perspectives. Gothenburg: Information Systems for Crisis Response and Management, ISCRAM.
Abstract: Information systems for crisis response and management, including military Command & Control systems, are designed to support their users' decision-making processes. Decision making can be rational or naturalistic. Psychologists have shown that experienced decision makers under time pressure prefer using naturalistic methods. Case studies of four implemented Command & Control systems show that most decision support assumes rational decision making. Some support for naturalistic decision making is becoming available. We identify a mix of rational and naturalistic decision support tools as being desirable for flexible Command & Control.
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Tim J. Grant. (2011). Combining information sharing and seeking in networked coalitions. In E. Portela L. S. M.A. Santos (Ed.), 8th International Conference on Information Systems for Crisis Response and Management: From Early-Warning Systems to Preparedness and Training, ISCRAM 2011. Lisbon: Information Systems for Crisis Response and Management, ISCRAM.
Abstract: Coalitions are the rule in crisis management and military operations. Although the partners do not form part of an organizational hierarchy, they need to share information to find their place in the coalition, to prepare plans collaboratively, to synchronize their actions, to evaluate their achievements, and to negotiate changes in their relationships. Interviews of experienced military officers have shown that information sharing in coalitions is more complex than one-way information transmission. It has the characteristics of an information market in which security regulations give information a scarcity value, with both sources and recipients initiating action. The emerging literature on information markets includes few process models. The purpose of this paper is to propose a theoretical, four-stage process model for information sharing between coalition partners in the context of Network Enabled Capabilities. The model combines information sharing and seeking, integrates intelligence collection, and supports a range of market mechanisms.
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Tim J. Grant, & Ariën J. Van Der Wal. (2012). A taxonomy of market mechanisms for information sharing in crisis response coalitions. In Z.Franco J. R. L. Rothkrantz (Ed.), ISCRAM 2012 Conference Proceedings – 9th International Conference on Information Systems for Crisis Response and Management. Vancouver, BC: Simon Fraser University.
Abstract: Information sharing is crucial in responding to and managing crises. A great variety of organizations respond to crises, ranging from international organizations, through non-governmental organizations, commercial suppliers, government ministries, and the media, to individual volunteers. At best, they collaborate to combine their respective strengths in creating synergy. At worst, they deconflict their operations so that the one does not get in the way of the other. In either case, the organizations must communicate with one another. Previous research has shown that this communication takes the form of an information market. This paper considers the possible mechanisms for information markets in humanitarian and military coalitions. While there has been work on market mechanisms in the economics literature, this needs to be adapted for the exchange of information and information services instead of physical goods and services. This paper proposes a taxonomy of market mechanisms that is tailored to information sharing within coalitions. © 2012 ISCRAM.
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Tim J. Grant, & Gijs Van Den Heuvel. (2010). Modelling the information sharing process in military coalitions: A work in progress. In C. Zobel B. T. S. French (Ed.), ISCRAM 2010 – 7th International Conference on Information Systems for Crisis Response and Management: Defining Crisis Management 3.0, Proceedings. Seattle, WA: Information Systems for Crisis Response and Management, ISCRAM.
Abstract: Coalition partners must share information to work together. Models of information sharing assume that it is a linear, one-way process. As part of a larger project, we studied information sharing in military coalitions. Interviews of 47 officers in NATO R&D organizations showed that one piece of information was often traded for another. This is characteristic of an information market. Security regulations make information a scarce resource, although trust may allow the regulations to be waived. Our observations have consequences for the military Network Enabled Capabilities community in their desire to migrate to a “need to share” security principle. Failing to find a suitable process model in the literature, we outline requirements and identify two possible starting points for modelling the information sharing process in military coalitions.
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Tim J. Grant, F.L.E. Geugies, & Peter A. Jongejan. (2013). Social media in command & control: A proof-of principle experiment. In J. Geldermann and T. Müller S. Fortier F. F. T. Comes (Ed.), ISCRAM 2013 Conference Proceedings – 10th International Conference on Information Systems for Crisis Response and Management (pp. 52–61). KIT; Baden-Baden: Karlsruher Institut fur Technologie.
Abstract: The literature on the organizational use of social media in crisis response and management is largely concerned with communication between organizations and the general public (“citizens”). By contrast, there are few papers on the use of social media within organizations for operational purposes. One essential operational capability in such organizations is Command & Control (C2) or its equivalent. Our research focuses on the use of social media in C2 for crisis management at the operational and tactical levels. To enable the use of social media in C2, Jongejan and Grant (2012) extended Reuter, Marx and Pipek's (2011) theoretical framework. In the research reported in this paper, the extended framework was tested by performing a proof-of-principle experiment for a famine relief scenario with human subjects in the laboratory. The results show that more extensive concept demonstrations and field experimentation are justified.
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Russell J. Graves. (2004). Key technologies for emergency response. In B. C. B. Van de Walle (Ed.), Proceedings of ISCRAM 2004 – 1st International Workshop on Information Systems for Crisis Response and Management (pp. 133–138). Brussels: Royal Flemish Academy of Belgium.
Abstract: Emergency Response involves multiple organizations and teams, geographically distributed operations, and a high need for coordinated control and decision making. As incidents evolve, the number of involved organizations, the geographic distribution of involved entities, and the level and complexity of decision making all tend to grow. Information technology can contribute to managing these and related dimensions of an emergency. The work described in this paper is based on longstanding MITRE Corporation experience working with organizations that have severe and demanding requirements for managing complex, rapidly evolving situations, including military conflict, law enforcement engagements, natural disaster response, and terrorist incident response. Recently, we have conducted a series of detailed observations during emergency response exercises and planned events that resulted in identifying key elements for a successful application of information technologies during an emergency. © Proceedings ISCRAM 2004.
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Norman Groner, & Charles Jennings. (2012). Describing pipeline emergency response communications using situational awareness informational requirements and an informational flow analyses. In Z.Franco J. R. L. Rothkrantz (Ed.), ISCRAM 2012 Conference Proceedings – 9th International Conference on Information Systems for Crisis Response and Management. Vancouver, BC: Simon Fraser University.
Abstract: The Christian Regenhard Center for Emergency Response Studies at John Jay College, CUNY, has begun work on developing best practices for hazardous material pipeline emergency response plans. The approach involves modeling a generic goal-based interagency emergency communications system using a two-step process. First, a situational awareness information requirements analysis will describe the informational requirements essential to an effective emergency response. The requirements analysis involves a goal decomposition approach where the information requirements are related to actionable decisions, goals and emergency response roles. Second, an information flow analysis will informational sources and means to provide required information. The same panel of experts will complete both analyses. Once the communications system is described, a separate Delphi group will use a failure modes and effects analysis (FMEA) to estimate the criticality of the components described in the situational awareness requirements and information flow analyses. © 2012 ISCRAM.
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Anna Gryszkiewicz, & Fang Chen. (2010). Design requirements for information sharing in a crisis management command and control centre. In C. Zobel B. T. S. French (Ed.), ISCRAM 2010 – 7th International Conference on Information Systems for Crisis Response and Management: Defining Crisis Management 3.0, Proceedings. Seattle, WA: Information Systems for Crisis Response and Management, ISCRAM.
Abstract: Good support for information sharing and processing is essential for successful crisis management. A crisis manager handles information from many different sources and collaborates with many different actors. This study is therefore focusing on specifying some needs and requirements for information support systems for crisis management command and control centres. The study is based on case studies and interviews in Sweden with the aim to understand how information processing best can be supported from a crisis manager's perspective. The needs and requirements found in the study can be used in future system design or improvement.
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Zvonko Grzetic, Nenad Mladineo, & Snjezana Knezic. (2008). Emergency management systems to accommodate ships in distress. In B. V. de W. F. Fiedrich (Ed.), Proceedings of ISCRAM 2008 – 5th International Conference on Information Systems for Crisis Response and Management (pp. 669–678). Washington, DC: Information Systems for Crisis Response and Management, ISCRAM.
Abstract: As a future member of the European Union (EU), Croatia has decided to implement EU Directive 2002/59/EC of the European Parliament and of the Council binding all EU member states to define places of refuge for ships in need of assistance off their coasts, or to develop techniques for providing assistance to such ships. Consequently, the Ministry of the Sea, Tourism, Transport and Development of the Republic of Croatia has initiated a project for developing an effective Decision Support System (DSS) for defining the places of refuge for ships in distress at sea. Such a system would include a model based upon GIS and different operational research models, which would eventually result in establishing an integral DSS. Starting points for analysis are shipping corridors, and 380 potential locations for places of refuge designated in the official navigational pilot book. Multicriteria analysis, with GIS-generated input data, would be used to establish worthiness of a place of refuge for each ship category, taking into account kinds of accident. Tables of available intervention resources would be made, as well as analysis of their availability in respect of response time, and quantitative and qualitative sufficiency.
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Qing Gu, & David Mendonça. (2005). Patterns of group information-seeking in a simulated emergency response environment. In B. C. B. Van de Walle (Ed.), Proceedings of ISCRAM 2005 – 2nd International Conference on Information Systems for Crisis Response and Management (pp. 109–116). Brussels: Royal Flemish Academy of Belgium.
Abstract: Groups in emergency response environment may be confronted with problems that cannot be solved by following predefined procedures. They must therefore engage in a collective search for relevant information, cooperating and collaborating as they move towards the deadline. Information technologies and expertise may help shape group information seeking and determine its effectiveness. By understanding how response personnel search for information in emergencies and extending the findings to determine demands on information systems, we may begin to understand how to support and train for skillful information seeking in emergency situations. Accordingly, this research evaluates the impact of decision support systems and member expertise on group information-seeking behavior in a simulated emergency response environment. The results of the evaluation are then used to identify how information technologies may further support information seeking in emergency response.
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Matthew Guardascione, & Allen E. Milewski. (2010). Feedback mechanisms in automated emergency management training. In C. Zobel B. T. S. French (Ed.), ISCRAM 2010 – 7th International Conference on Information Systems for Crisis Response and Management: Defining Crisis Management 3.0, Proceedings. Seattle, WA: Information Systems for Crisis Response and Management, ISCRAM.
Abstract: This study explored automated training for emergency managers and the effects of feedback on performance. A prototype emergency management training application was built to allow the usage of either immediate feedback or delayed, “hotwash” feedback. Users were split into two groups and asked to carry out two emergency management scenarios using one of the feedback mechanisms, and the difference in scores between each feedback type were analyzed There was a general increase in performance across sessions. Further, the improvements in scores between each feedback type showed that users performed significantly better when using the hotwash feedback mechanism compared with the immediate feedback mechanism. In contrast to the performance data, preference data showed no overall differences between the two procedures, although each user had a strong preference for one or the other feedback mechanism. The implications for the design of training systems offering both procedures are discussed.
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Guido Te Brake, Rick Van Der Kleij, & Miranda Cornelissen. (2008). Distributed mobile teams: Effects of connectivity and map orientation on teamwork. In B. V. de W. F. Fiedrich (Ed.), Proceedings of ISCRAM 2008 – 5th International Conference on Information Systems for Crisis Response and Management (pp. 642–650). Washington, DC: Information Systems for Crisis Response and Management, ISCRAM.
Abstract: Fielded first responders are currently being equipped with support tools to improve their performance and safety. Novel information technology provides opportunities for improvement of task efficiency and situation awareness, but people can get in trouble when data networks fail. In this paper, we examine the effect of glitches in the data network on team performance and look into the strategies people use to cope with these disruptions. Teams of three responders collaborated in a search and rescue task, supported by a map showing their positions and the locations of victims. Data communication required for this support was interrupted, verbal communication remained possible. Two variants were used for the map: a north-up version and a heading-up version that was aligned with the orientation of the responder. Negative effects and changing strategies were found for the condition with interruptions, no differences were found for the two map variants.
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Guido Te Brake, Tjerk De Greef, Jasper Lindenberg, Jouke Rypkema, & Nanja Smets. (2006). Developing adaptive user interfaces using a game-based simulation environment. In M. T. B. Van de Walle (Ed.), Proceedings of ISCRAM 2006 – 3rd International Conference on Information Systems for Crisis Response and Management (pp. 6–10). Newark, NJ: Royal Flemish Academy of Belgium.
Abstract: In dynamic settings, user interfaces can provide more optimal support if they adapt to the context of use. Providing adaptive user interfaces to first responders may therefore be fruitful. A cognitive engineering method that incorporates development iterations in both a simulated and a real-world environment is used to develop new adaptive concepts. In a simulated 3D-world, created with the Unreal Tournament game-engine, a team of emergency personnel have to rescue people and develop an understanding of the situation. We believe a game-based simulation environment can provide an effective platform for experiments in which crisis management situations can be created under controlled circumstances. Using this simulation, support concepts based on adaptive user interfaces can be developed and evaluated before they are implemented in a real-world setting. This paper describes the work that has been done, and presents the design of the planned experiments.
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Lucy T. Gunawan, Siska Fitrianie, Willem-Paul Brinkman, & Mark A. Neerincx. (2012). Utilizing the potential of the affected population and prevalent mobile technology during disaster response: Propositions from a literature survey. In Z.Franco J. R. L. Rothkrantz (Ed.), ISCRAM 2012 Conference Proceedings – 9th International Conference on Information Systems for Crisis Response and Management. Vancouver, BC: Simon Fraser University.
Abstract: Despite the growing awareness of the untapped potential of the affected population in a disaster situation, their inclusion in a disaster management is extremely limited. This study aims to survey the literature to see whether utilizing the affected people and prevalent mobile technology can be used during disaster response. The idea is to provide the affected with a way to lead themselves to safety and empower them to serve as distributed active sources of information. This way, those people will reach safety by themselves, while at the same time helping to construct a clear image of the disaster situation without burdening the already overwhelmed emergency services. This study examines knowledge derived from disaster sociology, draws on experience from recent disasters, and extrapolates current technological solutions. By establishing that such a solution is feasible, it offers a basis for empirical studies on a mobile technology that can be used during disaster response. © 2012 ISCRAM.
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Shubham Gupta, & Craig A. Knoblock. (2010). Building geospatial mashups to visualize information for crisis management. In C. Zobel B. T. S. French (Ed.), ISCRAM 2010 – 7th International Conference on Information Systems for Crisis Response and Management: Defining Crisis Management 3.0, Proceedings. Seattle, WA: Information Systems for Crisis Response and Management, ISCRAM.
Abstract: In time-sensitive environments such as disaster management, decision-making often requires rapidly gathering the information from diverse data sources and then visualizing the collected information to understand it. Thus, it is critical to reduce the overhead in data integration and visualization for efficient decision-making. Geospatial mashups can be an effective solution in such environments by providing an integrated approach to extract, integrate and view diverse information. Currently, mashup building tools exist for creating mashups, but none of them deal with the issue of data visualization. An improper visualization of the data could result in users wasting precious time to understand the data. In this paper, we introduce a programming-by-demonstration approach to data visualization in geospatial mashups that allows the users to customize the data visualization.
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Anna Gustafsson, & Tobias Andersson Granberg. (2012). Dynamic planning of fire and rescue services. In Z.Franco J. R. L. Rothkrantz (Ed.), ISCRAM 2012 Conference Proceedings – 9th International Conference on Information Systems for Crisis Response and Management. Vancouver, BC: Simon Fraser University.
Abstract: We discuss decision support tools used for more efficient planning of fire and rescue services. The methodology considers small and flexible units and includes dynamic utilization of the existing resources. We develop a quantitative measure for preparedness and use it as a basis for decision support. By constantly accounting for the current situation and using intelligent strategies to locate and allocate resources that support good preparedness, response times can be shortened. The tools will be tested using an experimental setup that includes human-in-the-loop simulations, and the results will compare situations that occur when the decision makers have and do not have access to the developed tools. © 2012 ISCRAM.
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Olof Görnerup, Per Kreuger, & Daniel Gillblad. (2013). Autonomous accident monitoring using cellular network data. In J. Geldermann and T. Müller S. Fortier F. F. T. Comes (Ed.), ISCRAM 2013 Conference Proceedings – 10th International Conference on Information Systems for Crisis Response and Management (pp. 638–646). KIT; Baden-Baden: Karlsruher Institut fur Technologie.
Abstract: Mobile communication networks constitute large-scale sensor networks that generate huge amounts of data that can be refined into collective mobility patterns. In this paper we propose a method for using these patterns to autonomously monitor and detect accidents and other critical events. The approach is to identify a measure that is approximately time-invariant on short time-scales under regular conditions, estimate the short and long-term dynamics of this measure using Bayesian inference, and identify sudden shifts in mobility patterns by monitoring the divergence between the short and long-term estimates. By estimating long-term dynamics, the method is also able to adapt to long-term trends in data. As a proof-of-concept, we apply this approach in a vehicular traffic scenario, where we demonstrate that the method can detect traffic accidents and distinguish these from regular events, such as traffic congestions.
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Henning Gösling, & Jutta Geldermann. (2014). Methodological tool kit for humanitarian logistics. In and P.C. Shih. L. Plotnick M. S. P. S.R. Hiltz (Ed.), ISCRAM 2014 Conference Proceedings – 11th International Conference on Information Systems for Crisis Response and Management (pp. 190–194). University Park, PA: The Pennsylvania State University.
Abstract: Disasters trigger the need for relief items. The flows of relief items to the beneficiaries in the disaster area are determined by humanitarian logistics networks. The setup and operations of such networks can be supported by employing Operations Research models. Several models, based on different methodologies are available to support decision-making in the field of humanitarian logistics. This work-in-progress analysis suggests a structure of a methodological tool kit for humanitarian logistics. With its help, practitioners in the field of humanitarian logistics should be better equipped to find, compare, and apply available analytical models for their individual decision problem. To serve as an illustration, one OR model is presented in detail according to the proposed structure of the methodological tool kit.
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Matti Haataja, Markku Häkkinen, & Helen T. Sullivan. (2011). Understanding user acceptance of mobile alerting systems. In E. Portela L. S. M.A. Santos (Ed.), 8th International Conference on Information Systems for Crisis Response and Management: From Early-Warning Systems to Preparedness and Training, ISCRAM 2011. Lisbon: Information Systems for Crisis Response and Management, ISCRAM.
Abstract: Even though the adoption of emergency alerting systems may improve the safety and security of individuals, participation in existing systems that utilize mobile alerting in universities in USA varies and does not match the high adoption rate of mobile phone technology itself (Sullivan, Häkkinen & Piechocinski 2009; Wu, 2009). As the adoption of mobile alerting system (MAS) can be viewed as a critical life safety benefit, there is motivation to better understand factors that affect the acceptance of MAS. Among the possible, alternative methods of implementing mobile alerting, an opt-in type of system can enable the alerting process to be executed in a way that is more suitable and useful for a diverse community of individuals. As a result of this study, a refined version of technology acceptance model (TAM) is proposed, extended with factors of perceived trust and perceived financial cost to better interpret the acceptance of MAS. This model is being evaluated in ongoing research on MAS in a university and community context.
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Niklas Hallberg, Helena Granlund, Jonas Hallberg, & Rogier Woltjer. (2012). Rationale for emergency management systems for local communities: A needs assessment. In Z.Franco J. R. L. Rothkrantz (Ed.), ISCRAM 2012 Conference Proceedings – 9th International Conference on Information Systems for Crisis Response and Management. Vancouver, BC: Simon Fraser University.
Abstract: Information systems have great potential to support emergency management. However, development of such systems is difficult, due to the complexity of emergency management. The ability to be able to reveal the needs for support are essential for successful system developments. The emergency responders at the local community level are the main actors when it comes to emergency management. The objective of this paper is to explore the rationale for emergency management systems at the local community level. This is done by an extensive needs assessment based on 12 interviews with representatives for local as well as regional emergency organizations and 49 governing documents. The analysis uncovers ten areas where emergency management systems can enhance the ability of local communities' to manage emergencies. © 2012 ISCRAM.
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Dan Harnesk, Sören Samulesson, & John Lindström. (2009). Action research supported implementation of a crisis competence centre. In S. J. J. Landgren (Ed.), ISCRAM 2009 – 6th International Conference on Information Systems for Crisis Response and Management: Boundary Spanning Initiatives and New Perspectives. Gothenburg: Information Systems for Crisis Response and Management, ISCRAM.
Abstract: The purpose of this paper is to describe the development of a regional crisis competence centre in Sweden. The overall research approach utilizes action research methodology to support the development process. The overall development process is divided into three steps; early need finding, the organizational platform, and business development. This paper is devoted to the first phase – early need finding – which deals with the specific needs and demand of four municipality organizations and how these requirements can be converged into a organizational setting that correspond to national crisis management strategies as well as regional responsibilities in crisis management. The research approach is action based and the theoretical considerations to support progress in development activities are from the Actor Network Theory (ANT). The main conclusion from the research is that the formation of a crisis competence centre revolves around sharing competences, and compromising between internal and external objectives in the progress towards a common goal.
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Mark P. Haselkorn. (2008). Towards a research program in Humanitarian Service Science & Engineering. In B. V. de W. F. Fiedrich (Ed.), Proceedings of ISCRAM 2008 – 5th International Conference on Information Systems for Crisis Response and Management (pp. 797–799). Washington, DC: Information Systems for Crisis Response and Management, ISCRAM.
Abstract: This paper provides a brief history of recent activity fostered by the U.S. National Science Foundation (NSF) that has lead to ongoing discussion, investigation, analysis and community building around an area being called “Humanitarian Service Science and Engineering” (HSS&E). HSS&E is an extension of market-based “service science” into humanitarian and government service areas where there is a less clear and more complex “customer/provider” relationship; where criteria for optimization extend beyond single, relatively straightforward criteria such as efficiency or cost to include numerous, often competing goals involving complex areas such as politics, social justice and values; and where fundamental infrastructure such as power, transportation and communication cannot be assumed. HSS&E explores the applicability of existing modeling methodologies to this expanded, more complex environment of service science and engineering, and in doing so has identified the need for an integration of qualitative and quantitative methodologies beyond that which currently exists.
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Glenn I. Hawe, Duncan T. Wilson, Graham Coates, & Roger S. Crouch. (2012). STORMI: An agent-based simulation environment for evaluating responses to major incidents in the UK. In Z.Franco J. R. L. Rothkrantz (Ed.), ISCRAM 2012 Conference Proceedings – 9th International Conference on Information Systems for Crisis Response and Management. Vancouver, BC: Simon Fraser University.
Abstract: This paper describes work-in-progress regarding STORMI, an agent-based simulation environment for evaluating the response by the emergency services to hypothetical major incidents in the UK. At present, STORMI consists of two main components: a Scenario Designer and a Simulator. The Scenario Designer enables the setting up of a hypothetical multi-site mass casualty incident anywhere in the UK, along with the resources which may be considered for responding to it. This provides input to the Simulator, which through its Multiple Program Multiple Data architecture, models the agents and their environment at a higher level of detail inside incident sites than it does outside, thus focusing attention on the areas of most interest. Furthermore, the multiple programs of the Simulator execute concurrently, thus targeting multi-core processors. © 2012 ISCRAM.
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Glenn I. Hawe, Graham Coates, Duncan T. Wilson, & Roger S. Crouch. (2011). Design decisions in the development of an agent-based simulation for large-scale emergency response. In E. Portela L. S. M.A. Santos (Ed.), 8th International Conference on Information Systems for Crisis Response and Management: From Early-Warning Systems to Preparedness and Training, ISCRAM 2011. Lisbon: Information Systems for Crisis Response and Management, ISCRAM.
Abstract: As part of ongoing research into optimizing the response to large-scale emergencies, an agent-based simulation (ABS) is being developed to evaluate different rescue plans in silico. During the development of this software, decisions regarding its design have been required in order to best satisfy the following specific application requirements: (1) the construction of a sufficiently detailed virtual environment, representing a real geographical area; (2) the programming of a wide variety of agent behaviors using a minimal amount of code; (3) the computational handling of the “large-scale” nature of the emergency; and (4) the presentation of a highly visual user interface, to encourage and facilitate use of the software by practitioners involved in the project. This paper discusses the decisions made in each of these areas, including the novel use of policy-based class design to efficiently program agents. Future developments planned for the software are also outlined.
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Alison J. Hayes, Jessica Lancaster, Zeno Franco, & Anne Kissack. (2012). Disaster medical education & simulated crisis events: A translational approach. In Z.Franco J. R. L. Rothkrantz (Ed.), ISCRAM 2012 Conference Proceedings – 9th International Conference on Information Systems for Crisis Response and Management. Vancouver, BC: Simon Fraser University.
Abstract: This review addresses current educational and research efforts in disaster medical education (DME) in the United States. Since the events of 9/11, DME has received greater attention. However substantial problems remain in terms of ensuring that large numbers of medical students and residents are exposed to high quality DME – not only Emergency Medicine residents. Barriers to widespread adoption of DME include lack of performance metrics, disagreement task areas, and lack of emphasis on physician leadership. Further, such efforts must ensure retention of key information over periods that are disaster free; utilize objective training metrics that will allow for an evidence base to form; and develop low cost, scalable training approaches that offer greater fidelity to the disaster environment than classroom based instruction. To improve the state of the art, we argue that DME research must move toward a translational science model that integrates important advances in basic information science into application that improve the clinical performance of frontline medical staff who are called on to respond to individual and community needs in the aftermath of disaster. Mid-fidelity, team-in-the-loop simulations developed for disaster manager training may provide an avenue toward improved DME by exposing medical students to scenarios that fundamentally challenge their assumptions in real-time game play. This can be accomplished with lower costs and greater scalability than live exercise or mock-up training approaches. © 2012 ISCRAM.
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