Authors: Dr. Jean-Paul Rodrigue, Dr. Theo Notteboom and Dr. Athanasios Pallis
For natural and anthropogenic reasons, ports are subject to disruptions that can impair and even stop activities. The adaptive capacity to recover from disruptions defines the resilience of a port.
1. Defining Resilience
The resilience concept is based on the Latin root ‘resilire’ (to leap back or to rebound), which refers to the ability of an entity or system to recover from a disturbance or disruption. There is some level of ambiguity as to the precise meaning of the notion of resilience. The three most commonly used definitions are:
- Engineering resilience (physical sciences). The ability of a system to return to, or resume, its assumed equilibrium state or configuration following a shock or disturbance. The focus is on resistance to shocks and stability near equilibrium.
- Ecological resilience (ecological sciences). The scale of shock or disturbance a system can absorb before it is destabilized and moved to another stable state or configuration. Focus is on the ‘far from equilibrium’ behavior of a system.
- Adaptive resilience (complex adaptive systems theory). The ability of a system to undergo an anticipatory or reactionary reorganization of form and function to minimize the impact of a destabilizing shock. The focus is on the adaptive capability of a system.
From a transportation and port perspective, resilience allows reducing the probability of disruption, and if it occurs, a port will have the ability to mitigate its impacts. Therefore, the following definition is used:
Resilience is the mechanism that allows a transportation infrastructure to cope and recover from disruptions while maintaining operations.
The more important a transportation node or infrastructure is in supporting trade, supply chains, and the regional economy, the more the concept of resilience is relevant to port planning and operations. As ports can be exposed to a wide array of disruptions, it becomes essential to have infrastructures and operations that are able to recover from a disruption in a timely fashion. This implies that a maritime transport system has the capability to learn from past disruptions and adapt accordingly. More proactively, potential disruptions can be anticipated and mitigated. The new system is expected to be more resilient over three core dimensions:
- Absorptive capacity. The ability of a mode or a terminal to absorb a disruption while maintaining a level of service.
- Adaptive capacity. The ability to route cargo through different nodes and segments during a disruption in order to maintain a level of service.
- Restorative capacity. The ability to recover to a level of service similar to, or even above a baseline, prior to the disruption.
Since maritime transport networks are composed of nodes and links, the concept of resilience has several implications over components such as modes, infrastructure, and terminals. Depending on the position of the port in the transport hierarchy, its vulnerability and resilience may have different consequences. The vulnerability of maritime networks has different considerations depending on if the port is a hub or a gateway. Disruptions at a hub will mostly impact maritime shipping networks, while disruptions at a gateway will mostly impact the hinterland. Logistical networks are also vulnerable to disruptions impacting one element of the supply chain and the connected activities that are upstream and downstream.
The resilience concept is often associated with other related key concepts:
- Agility refers to the speed of the adaption process, such as making fast and seamless changes when faced with disruptions. Rapid response and build-in policies and processes that facilitate change are attributes of an agile entity. An agile supply chain tries to achieve faster delivery and lead time flexibility. It deploys new technologies and methods, utilizes information systems, technologies, and data interchange facilities, integrates the whole business process, and enhances innovations throughout the chain. An agile port company typically relies on a flat organizational structure to speed up information flows among different departments and develops close and trust-based relationships with their customers and suppliers.
- Flexibility is understood as the ability to respond to change with innovative solutions. Within a port context, a flexible port or port company can be altered with relative ease so as to be functional under new, different, or changing requirements in a cost-effective manner.
- Lean means a reduction of waste in a system or supply chain. Lean supply chains demand continuous improvement processes that focus on eliminating waste or non-value stops across the chain. Such a lean supply chain leads to superior financial performance for all organizations in the supply chain while reducing redundancy and increasing certain vulnerability aspects. However, applying such as perspective can also reduce redundancies, which can reduce resilience.
2. Shocks and Disruptions Impacting Ports
Disruptions can come from multiple sources, some predictable, some random, and others unexpected. They can be internal to port operations when related to factors under the control of the port, such as a break of equipment due to improper maintenance or a breach in security because of a lack of measures. They can also be external to port operations when related to factors outside the control of the port, such as a hurricane or an economic recession. A predictable disruption, such as a weather event, can be assessed knowing past events and implying a probability for their occurrence along a time sequence such as a year. A random disruption is an event that can occur, but the probability of its occurrence cannot be effectively assessed, particularly over a shorter time period.
An unexpected disruption, at times called a Black Swan event, is the outcome of circumstances beyond reasonable expectations considering the information available. The Black Swan concept was first introduced in the finance and managerial world in 2007, just before the major financial events that would unfold in 2008 and 2009. It is an event or occurrence that deviates beyond what is normally expected of a situation, which would be extremely difficult to predict. In hindsight, all Black Swans seem predictable, but in practice, they are very hard to identify and are even so rare that they often change the perception relative to the context surrounding the event. The term “crisis” tends to be used afterward to describe these events.
The resilience of a port is embedded within its infrastructure and design. Two types of potential impacts on ports can be underlined. One is disruptive, impairing operations and causing delays, but leaving the infrastructure and equipment intact. The disruption takes place at a scale within the design parameters. The other type of impact is damaging where infrastructure and equipment are damaged and even destroyed. The disruption takes place at a scale in part above design parameters. Although some infrastructure and equipment may not have been damaged, those that did prevent regular operations until repaired.
Port resilience is associated with the structure of maritime shipping networks. These networks are a circuitous nodal hierarchy, implying that services are commonly an arranged sequence of nodes (ports). Some hierarchies are simple, such as point-to-point services, while others can be complex with inter-range services that loop back to the port of origin and connected to other networks. While point-to-point services reflect bulk shipping, container shipping is organized between deep-sea and feeder services, with transshipment hubs acting as the interface between network hierarchies. The vulnerability of maritime networks has different considerations depending on if the node is a hub or a gateway. Disruptions at a hub will mostly impact maritime shipping networks, while disruptions at a gateway will primarily affect the hinterland. This represents the primary consideration with looking at port resilience as to what extent it is related to its foreland or hinterland.
3. Ports and Natural Disruptions
A. Extreme weather events
Like most transportation modes, maritime transportation can be disrupted by extreme weather events. However, ports are among the most resilient infrastructures in view of weather events. Snowstorms, thunderstorms, and high winds can impair crane operations and may even topple containers, but the chance of infrastructure damage is low. Extreme heat can impair operations by rendering outdoor port work hazardous and can damage superstructures and infrastructures through thermal expansion. The most dramatic weather events are hurricanes, which can shut down port facilities for several days while the water recedes from flooded areas and debris are cleared. Ports located within hurricane risk areas have plans that involve tying down cranes and yard equipment to prevent toppling. Loaded containers can be stacked at safer locations within the yard, while empty container stacks can be stacked down to reduce toppling risks.
The growth of the cruise industry has highlighted the risk of hurricanes, particularly in the Caribbean, which the world’s largest destination market. Cruise lines tend to offer fewer cruises during the hurricane season, which is between August and November, with peak hurricane activity in September. Since the path of hurricanes can only be accurately predicted within a day or two, cruises are usually not canceled during a hurricane event. Only the port of call sequence can be altered to alternatives that are not at risk. The growth of the cruise industry in Asia is also increasing cruise activity in an area prone to hurricanes (typhoons).
B. Geophysical disruptions
Tectonic activity is the source of the most serious geophysical disasters. Earthquakes are salient forms of geophysical threats since they are difficult to predict but are generally occurring in areas in the vicinity of tectonic plate boundaries. For ports, this risk is far from being uniform but can be assessed within a reasonable level. For instance, about 100 container ports accounting for 140 million TEUs are located in areas considered high tectonic risks, implying a 20% risk over a 50 year period to be exposed to an earthquake on and above a MM scale of 8 (severe potential damage). This accounts for about 20% of the current container port activity. The Kobe earthquake of 1995 represents one of the most disruptive geophysical events impacting port activities. Immediately after the event, the port was forced to be shut down, and repairs took about two years. Since Japan is a compact country, there were alternatives to ensure the continuity of maritime services.
C. Climate change
Further natural risks to port activity fall under the multidimensional impacts of climate change, many of which potentially taking place in the long term and difficult to evaluate. In addition to the risk of hurricanes, which may be associated, sea-level rise is of direct concern to port activity. However, port terminals are resilient facilities designed to handle tidal ranges. Any expected sea-level rise will likely impact surrounding infrastructure such as access roads before disrupting port infrastructure. Climate change can also affect the hinterland connectivity of ports. For example, climate change is expected to result in significant water level fluctuations on key inland waterways such as the Rhine in Europe or the Yangtze in China. Extended periods of extremely low water levels jeopardize the continuity in inland barge service operations and negatively affect the utilization level of inland vessels. Vessels have to sail below their actual loading capacity to restrict their draft. A similar risk has been observed over the Great Lakes system with a potential trend of higher water level fluctuations, with periods of lower than average intermixed with periods of higher than average. Navigation and shipping capacity becomes more difficult to plan, impacting investments in new ships and equipment.
4. Ports and Anthropogenic Disruptions
Anthropogenic disruptions are related to human activities, particularly managerial and operational errors and labor-related disruptions. Accidents at terminal facilities can be disruptive, but the large majority have a limited impact on the total capacity. Errors in ship maneuvering have damaged piers and even toppled cranes, resulting in the loss of terminal capacity and the need for costly repairs. Infrastructure and equipment failures can create sporadic disruptions but can be mitigated with predictive maintenance and operational safety.
Another risk concerns accidents in the access channel that could result in a partial or complete blockage of the port terminal facilities or transoceanic passages. The blockage of transoceanic passages is rare but can have important ramifications due to the cascading effects they create along supply chains. For instance, the closure of the Suez Canal between 1967 and 1975 because of the conflicts between Israel and Egypt led to substantial disruptions in the shipping industry with deviations through the Cape Route. In 2021, the Suez Canal was blocked when the ultra-large containership Ever Given ran aground, causing disruptions on Europe-Asia trade routes and the associated supply chains. Unintentional vessel groundings can have a wide range of causes, but navigation errors remain the most important.
Ports with a long and relatively narrow access channel, such as Antwerp or Hamburg, are particularly at risk of blockage. In the worst-case scenario, an accident or incident on the access route (fairway or lock) can result in a full or partial port blockage. The potential impact of a port blockage varies from port to port as options may be available. The direct effect of a blocked entrance would be that no maritime traffic can enter the port for the duration of the salvage of the blockage or repair of the lock. This would mean that normal maritime-related activities would halt for at least a couple of days up to even months. A significant share of all directly employed personnel involved in dock labor would become technically unemployed, logistics companies located in the port would suffer since their main modal transfer point is not available anymore and could fail in the long run.
Moreover, industrial activities in the port and the immediate hinterland, such as steel plants and car assembly plants, might be seriously affected. They typically rely on the port for incoming and outgoing maritime cargo flows. Rerouting these flows via other neighboring ports is often quite a challenge given the volumes involved and the impact on inter-port land traffic. The probability of such an event occurring is low to moderate. Ships are continuously increasing in size, making for smaller margin errors for pilots. Nautical authorities have worked out stringent conditions for large ships to enter port or navigation channels in view of avoiding as much as possible any accident risk. Tests using ship simulators can first evaluate the risks associated with accommodating specific ship sizes in navigation channels and ports. A trial call of a ship can provide empirical verification of the simulation results and a good basis for clearance of the respective ship size and class. Traffic rules and separation schemes, port traffic control, and experienced pilots reduce the risk substantially. Still, a catastrophic failure always remains a possibility even if the chance of occurrence is slim. The risk of accidents and port blockage can further be reduced by providing multiple access ways, such as more locks.
The most disruptive events are linked with the use of the port as a storage facility for hazardous goods, such as chemicals and explosives. The Tianjin port explosion of 2015 and the Beirut port explosion of 2020 are illustrative of the massive damage, loss of life, and disruptions a port industrial accident can generate. Both events were the outcome of a fire that set an explosion in stockpiled explosives and chemicals. While Tianjin was able to resume operations quickly because the explosion took place in the backport area, the Beirut explosion destroyed and severely damaged multiple piers and storage facilities.
Many ports worldwide are home to a whole range of industrial activities such as chemical and petrochemical clusters, steel plants, and automotive assembly plants. These industrial clusters can be the source of major industrial disasters ranging from fire, accident, or explosion in a local area to a large chemical spill affecting the entire port. The remote possibility exists for nuclear contamination since many nuclear plants are located in or near port areas. The impact of an industrial disaster depends on its nature. For example, an isolated fire could lay waste to part of a chemical plant and cause temporary problems for surrounding companies but will have no major effect on port operations. On the other hand, a full-scale chemical or even nuclear disaster could damage a large part of the port, causing human losses and block or heavily disrupt port activities for an extended period of time. Prolonged reparations and contamination could significantly damage the local economy. To avoid accidents, industrial facilities have to comply with the highest possible safety norms and are monitored continuously. Stringent regional and international standards apply in terms of fire prevention, firefighting, and industrial and environmental safety. Furthermore, the port community needs to ensure that extensive local or regional disaster management plans are in place to respond effectively in case of any calamity.
B. Labor disputes
Labor disputes resulting in strikes can also hamper port and terminal operations and even result in a de facto port or terminal blockage. Labor unions are typically very visible in a port context, although major differences in union power can be observed across seaports and countries. Labor unions initiate most port strikes (representing dockworkers and pilots) disagreeing with planned port reform schemes, reforms of the nautical service provision, wage levels, and remuneration, and overall working conditions and arrangements as part of collective bargaining agreement negotiations. The port strikes of 2002 involved 29 ports on the American West Coast was a highly disruptive event for the transpacific trade and was a key factor for maritime shipping lines to further expand all-water routes to the East Coast through the Panama Canal. This shift was an important factor in the decision to expand the Panama Canal, which came to fruition in 2016. Terminal automation can also be a source of social unrest. For example, the new APM Terminals terminal development at Maasvlakte 2 in Rotterdam faced strong opposition from local labor unions. They feared the possible loss of jobs and lower wages given the shift from standard quay crane drivers to remote operators of automated quay cranes.
When a strike lasts several days or even weeks, the disruptions can spread to neighboring ports as many ships deviate to other terminals. Ports affected by regular and extended strikes can incur major reputational damage and a loss of trust of market players. The impacts can be far-reaching, such as structural shifts of cargo volumes to rival ports and a sharp decline in port investments by international companies. Appropriate social dialogue structures and effective stakeholder relations management can help to reduce the risk of strikes. Social dialogue through effective joint consultation bodies is considered the key to a sustainable relationship between employers and labor unions. When industrial relations are good, labor unions will have the opportunity to contribute to improving the service provision process and labor productivity. Unions can help dock workers and nautical staff participate effectively in improving performance by creating a safe environment to criticize existing work methods. A climate of constructive dialogue thus enhances social peace in ports.
C. Economic and geopolitical events
Another category of disruptions is associated with the derived demand of ports, implying that port activity is bound to external demand factors largely outside its control. Economic and political shocks can indirectly disrupt port activities by impacting cargo demand. For instance, the financial crisis of 2008-09 was associated with substantial declines in port activity in several regions of the world. For ports such as Los Angeles and Long Beach, it took almost a decade for the traffic to recover to pre-crisis levels. For a large port, such economic disruptions can result in a gap in the traffic generated that can reach millions of TEUs over the years. If infrastructure investments were made in years prior to the economic disruption, a port could face an enduring overcapacity situation that may test its financial resilience. Since future traffic expectations are important factors in terminal concessions and infrastructure investments, the lack of return on investments can undermine the viability of ports and maritime shipping. For instance, the Hanjin bankruptcy of 2016 involved the world’s seventh-largest carrier, which was forced to cease operations in a market that was in a situation of overcapacity, with most shipping lines posting negative returns. Ports evolving in highly volatile markets are subject to constant and difficult to predict traffic fluctuations, such as Argentinian ports like Buenos Aires that have seen limited growth over the last 20 years, but a series of fluctuations.
One of the largest disruptions that impacted the resilience of ports and maritime shipping was the Covid-19 pandemic of 2020-21. While the 1918-19 Spanish Flu pandemic was devastating, international trade and port volumes were much more limited, reflecting the regional orientation of most economies. The Covid-19 pandemic took place in a highly integrated global economy and was associated with the rapid decline in global port activity in the first half of 2020. Still, ports were able to adapt to the widespread disruption, and many even faced a situation of under-capacity in the second half of 2020, as the demand bounced back faster than expected.
Geopolitical events, particularly conflicts, are acute disrupting factors on the involved ports. Due to conflicts, port infrastructure can be damaged, pillaged, and unmaintained, undermining their capabilities to support basic demand for essential goods. Following the Arab Spring of 2011, several countries in North Africa and the Middle East faced social turmoil and, in some cases, the degeneration into a civil war. The activity at Lybian (Tripoli, Benghazi), Syrian (Tartus, Latakia), and Yemeni (Aden) ports collapsed and have barely recovered. In the case of civil unrest, ports can become the focus of relief efforts where international aid arrives, creating unique sets of challenges as populations will converge towards port facilities. Economic embargos can have negative effects on port activity of both the country subject to sanctions and the ports of its trade partners. Iranian ports have been impacted by successive waves of sanctions that began in 1979 after the Iranian Revolution. The case of Venezuela is also illustrative as economic policy and the associated massive decline in economic activity since 2015 have undermined port volumes, such as for the leading national ports of Puerto Cabello and La Guaira.
D. Information technologies
A new range of disruptions has emerged in the last decade as ports are increasingly dependent on information technologies for management, operations, communication, and marketing. One type of disruption is related to information technologies failure that can undermine operations, particularly management systems, with automated terminals vulnerable. Cyberattacks are an emerging risk, as the 2017 Petya Ransomware Cyber-Attack on Maersk demonstrated. Port Community Systems (PCS) and other port-related platforms for information sharing and exchange are constantly subject to intrusion attempts in part due to the potential value of the information contained, but more for the high ransomware reward if an extensive port system was disrupted.
Pandemics represent an unpredictable but far-reaching risk. One of the largest disruptions that impacted the resilience of ports and maritime shipping was the Covid-19 pandemic of 2020-21. While the 1918-19 Spanish Flu pandemic was devastating, international trade and port volumes were much more limited, reflecting the regional orientation of most economies. The Covid-19 pandemic took place in a highly integrated global economy and was associated with the rapid decline in global port activity in the first half of 2020. Still, ports were able to adapt to the widespread disruption, and many even faced a situation of under-capacity in the second half of 2020, as the demand bounced back faster than expected.
5. Adaptation Mechanisms
Improving port resilience requires adaptation mechanisms that either lessen the impact of disruptions or allows for a quicker recovery. The following represents the most common:
- Improving port infrastructure and superstructure to withstand natural hazards such as earthquakes or anthropogenic risks such as accidents and hazardous materials. The profile of the investment is related to the risks involved, which can be ranked and prioritized. For instance, Japanese and Chilian ports, have invested in infrastructure able to withstand earthquake stress at a level much higher than the standard. The risk of earthquakes is so high that the additional investments are perceived as fundamental.
- Planning traffic diversion strategies that consider the closure of elements of the port, such as a specific terminal or an access corridor. This can involve contingencies to use different terminals within the port. For hinterland access, this can involve an alternative mode or corridor. The ultimate strategy is considering a complete traffic diversion if the port is forced to close for a period of time because of serious disruptions and infrastructure damage. This was the case in 1995 after the Kobe earthquake, where traffic needed to be rerouted. It also occasionally happen with short-lived disruptions where a few ships can be diverted for an alternative port, such as in the aftermath of the Tianjin and Beirut port explosions. Cruise lines also redirect cruises to alternative ports of call during a hurricane and, on rare occasions, are forced to switch to a different home port.
- Preparedness is commonly advocated as a mitigation strategy and involves the positioning of equipment, parts, and material to replace or repair damaged facilities. It also identifies key personnel that needs to be available to operate the terminal and repair damaged infrastructure and equipment. This improves the restorative capacity of the port terminal at the cost of duplication (more parts and than equipment necessary for standard operations) and higher inventory costs. The key challenge is to assess which quantity to be stored in view of potential risks and disruptions.
- To avoid industrial accidents, regulations concerning hazardous materials need to be closely enforced. However, industrial accidents often take place not because regulations are not followed, but because authorities are not aware of the nature, extent, and conditions in which hazardous materials can be stored within port facilities. Therefore, such regulations cannot be effective without a reporting and accounting system.
- Growing concerns about cybersecurity issues have underlined that investments in information technologies have become a crucial element of port resilience. This can involve continuous monitoring of breaches and the vetting of key users, secure information exchange protocols as well as the comprehensive backup of the databases.
- The relocation of terminal facilities to lower-risk areas represents the most drastic mitigation strategy. It can occur when a terminal has been damaged to the extent that repairs are not cost-effective, so shutting a terminal down becomes an alternative. A new site is selected at a location that is assessed to be more resilient and less prone to disruptions.
Port authorities can play a vital role in advancing risk mitigation and adaptability. An example of this potential is the variability of the responses and measures that port authorities developed following the outbreak of the COVID-19 pandemic, which built resilience capacities and contributed to avoiding any significant disruptions of operations. The same example illustrates that appropriate and timing public policy initiatives can facilitate the continuation of operations, relief, and recovery in the maritime transport sector.
The comprehensive goal of the stated adaptation mechanisms is to keep port facilities operational, primarily as a fundamental node supporting supply chains, including any relief effort that may be required. Ports can act as a stronghold, which is a secured strategic asset able to ensure the continuity of supply chains and securely access their hinterland. The resilience of global supply chains cannot be assessed without a corresponding overview of the resilience of the port sector.
6. Tools for Managing Risk and Resilience
The types of risks ports are exposed to force them to adopt means of coping with uncertainty. Increased volatility and major external and internal shocks require a focus on risk analysis and mitigation and the avoidance of actions and situations that entail more than moderate degrees of risk.
Tools can provide port authorities and port-related companies with a set of actions and alterations to their risk approach. In the long term, any actor wishing to survive and thrive should become resilient. This means elevating risk management to a strategic level and implementing a mindful corporate culture where the organization can recognize, take, and rapidly and effectively adapt to changes and the resulting risks.
A. Modelling tools to deal with uncertainty
Sensitivity analysis is a method determining how the variation in the output of a model (numerical or otherwise) can be apportioned, qualitatively or quantitatively, to different sources of variation. The given model responds to the information it uses. The goal of sensitivity analysis is to understand the quantitative sources of uncertainty and identify the sources providing the greatest uncertainty. Sensitivity testing does not encourage the analyst to consider dependencies between parameters and probabilities that certain values will occur together.
Error propagation equations were originally developed by The Intergovernmental Panel on Climate Change (IPCC) to estimate error propagation in calculations. The goal of the error propagation equations is to assess how the quantified uncertainties in model inputs propagate in model calculations to produce an uncertainty range in a given model outcome of interest. It addresses statistical uncertainty (inexactness) in inputs and parameters. The error propagation equations require no specific hardware or software and can typically be applied using a spreadsheet. Therefore, it is suitable as a quick check tool since it requires very little resources and skills.
Monte Carlo Simulation is a statistical numerical technique for stochastic model-calculations and analysis of error propagation in (model) calculations. The goal of Monte Carlo analysis is to trace the structure of model output that results from the uncertainty of model inputs. A number of software packages are available to do Monte Carlo analysis. Widely used are the commercial packages @Risk and Crystal Ball. Monte Carlo analysis typically addresses statistical uncertainty, and although it is rarely used this way, it is possible to use Monte Carlo analysis also for assessing model structure uncertainty, by introducing one or more “switch parameter” to switch between different model structures with probabilities attached for each position of the switch. Monte Carlo assessment is limited to those uncertainties that can be quantified and expressed as probabilities. Moreover, the interpretation of a probability distribution of the model output by decision-makers is not always straightforward.
B. Forecasting tools to deal with uncertainty
Scenario analysis is a method that tries to describe logical and internally consistent sequences of events to explore how the future might, could, or should evolve from the past and present. Through scenario analysis, different alternative futures can be explored, and thus uncertainties addressed. Scenario analysis creates awareness of alternative development paths, risks, opportunities, and possibilities for policies or decision-making. The two main methods used when developing scenarios are scenario writing (qualitative scenarios) or basic policy exercises and modeling analysis (quantitative scenarios). Quantitative scenario models are, for example, forecast scenarios for traffic throughput within a port. Scenario Analysis typically addresses ignorance, the impact of choices (assumptions), and “what-if” questions (scenario uncertainty) concerning both the context of the (environmental) system considered in the assessment and assumptions about the environmental processes involved.
PRIMA is an acronym for Pluralistic Framework of Integrated uncertainty Management and risk Analysis. PRIMA is not a tool in the classic sense, but a framework to structure the process of uncertainty management. The guiding principle is that uncertainty legitimates different perspectives on policy issues and that, as a consequence, uncertainty management should explicitly take these different perspectives into account. Central to the PRIMA approach is the determination of the most policy-relevant uncertainties that play a role in controversies surrounding complex issues. Various legitimate and consistent narratives are developed to serve as a basis for perspective-based model routes. The methodology is best applicable with scenario-based planning. PRIMA is the only approach so far that advances and provides structure to the systematic use of multiple values, paradigms, perceptions, judgments, etc in assessment processes. The PRIMA approach is by definition a group process approach.
A near miss is an unplanned event that did not result in injury or damage but could have under different circumstances. A near miss analysis is an approach of identifying and analyzing these events and creating the correct corrective actions in order to avoid them in the future. The purpose of this analysis is to identify systemic or latent errors and hazards and alerting the port or enterprise about them. Although near-miss events are much more common than adverse events, reporting systems for such events are much less common. Near miss management consists of seven steps: (1) Identification of the incident, (2) Disclosure/ reporting of the incident; (3) Distribution of the incident data; (4) Root cause analysis; (5) Solution/improvement recommendation; (6) Dissemination; (7) Follow up. The method is scalable and applicable to all types of industries and easy to implement and act upon. However, it remains a reactive approach, not a proactive one.
Adaptive forecasting allows a port or port-related company to plug in various variables to gauge the potential outcomes of a single course of action from multiple angles. Whilst including more variability in the forecast, this method also forces the port or port company to think in terms of uncertain outcomes and take new variables from their external environment into account. However, the abundance of data and variables makes selection cumbersome. It might therefore be more difficult to implement and create than historical trend forecasting. Adaptive port planning can serve as a complement to more traditional port planning approaches.
A more detailed discussion on forecasting methods and tools (using traffic forecasting as an example) is provided in Chapter 7.3. Port planning and development.
C. Project tools to deal with uncertainty
A SWOT analysis is a study undertaken by an organization to identify its internal strengths and weaknesses, as well as its external opportunities and threats. This technique examines a project or plan from each of the strengths, weaknesses, opportunities, and threats (SWOT) perspectives to increase the breadth of identified risks by including internally generated risks. The technique starts with identifying the strengths and weaknesses of the organization, focusing on either the project, organization, or the business area in general. SWOT analysis then identifies any opportunities for the project that arise from organizational strengths and any threats arising from organizational weaknesses. The analysis also examines the degree to which organizational strengths offset threats and identifies opportunities that may serve to overcome weaknesses. SWOT highlights both the positive and negative aspects of a company and its risks. SWOT specifically highlights the areas where danger lurks or improvement is possible.
Diagramming Techniques consist of a set of techniques, methods, and tools aimed at graphically representing variables and outcomes of certain decisions or risks. Examples include:
- Cause and effect diagrams. These are also known as fishbone diagrams and are useful for identifying causes of risks.
- System or process flow charts. These show how various elements of a system interrelate and the mechanism of causation.
- Influence diagrams. These are graphical representations of situations showing causal influences, time ordering of events, and other relationships among variables and outcomes.
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