Concept Of Resilience Research Articles

Expanding horizons: a framework for developing futures-oriented resilience in the built environment

ABSTRACT Resilience is increasingly prominent in the built environment (BE) research, emphasizing holistic thinking. However, the existing frameworks tend to be limited in their spatial–temporal scopes and often focus on a few known threats like climate change and resilience at narrow spatial scales. Hence, there is a need for a broader approach to prepare BEs for diverse future crises and engage stakeholders at multiple levels. This study aims to reinforce the current understanding of BE resilience with a spatial-temporally dynamic qualitative future studies-based approach. With the Futures Wheel method, this study engaged 179 experts across 58 multidisciplinary groups to explore how resilience evolves during possible crises. The study identifies 25 resilience development themes, categorized as (1) physical resilience, (2) institutional and organizational resilience, (3) critical infrastructure resilience and (4) psychosocial resilience. Findings reveal that there are overarching themes for developing resilience for numerous diverse threats in the BE, applicable to individual spaces and buildings, their spatial dynamics and broader spatial scales. The results build up the existing literature, offering insights for urban scholars to refine the resilience concept, and guiding policymakers, planners, architects and real estate professionals in formulating proactive and comprehensive strategies, checklists and vulnerability assessments for resilient BEs.

Managing Angiography Unit Failure in Interventional Radiology: Lessons in Crisis Management and Considerations in Prevention.

Functional and efficient medical equipment is at the core of modern healthcare delivery, particularly in medical imaging. Growing healthcare costs and constrained budgets can delay equipment renewal. Aging equipment risks malfunction, potentially causing injury to patients and staff, and downtimes delaying patient care and impacting departmental revenue. Extensive equipment failure can lead to significant operational disruption which can compromise the delivery of timely and quality healthcare. Although extensive equipment failure is uncommon, 2 interventional radiology divisions at tertiary academic hospitals in Canada and the UK recently faced such a crisis. Their experiences of crisis and recovery inform this review of angiography equipment failure, and the principles learned. The concept of organizational resilience is introduced as a framework through which we review the crises. This concept can be split into successive and cooperative stages of anticipation, coping, and adaptation. Resilient organizations can identify potential threats, cope with unexpected crises, and recover swiftly to ensure future success. The author's experience of critical angiography unit failure, their response, and lessons learned are reviewed. We find these principles are broadly applicable to other medical imaging divisions and relevant to any system reliant on technology for healthcare delivery.

The need for general adaptive capacity-Discussing resilience with complex adaptive systems theory.

The concept of resilience intrinsically links with both complexity and adaptive capacity. Scholars from different fields agree on this. Still, the detailed relations between resilience, complexity, and adaptive capacity need a more thorough theoretical analysis. This article analyses resilience with the help of assumptions from complex adaptive systems (CAS) theory to answer two questions in more detail: What is the relation between resilience and complexity? How can adaptive capacity contribute to resilience? By applying basic ideas from CAS theory to the resilience discourse, the article deduces that complexity of a system is a necessary condition for resilience because complex systems consist of agents that possess adaptive capacity, whereas simple systems consist of mere elements that cannot adapt to unexpected disruptions. The relation between complexity and resilience is multidimensional. Growing complexity leads to a growing need for resilience because the chances for severe, unexpected disruptions increase. The analysis of adaptive capacities revealed that systems and the agents they consist of can possess of specialized and general adaptive capacity. General adaptive capacity is the core feature of resilience because it enables systems to cope with unexpected disruptions. System design principles such as diversity within functional groups and redundancy help to increase general adaptive capacity. The same is true on the community level for social capital and on the individual level for disaster preparedness measures because they increase coping capacities independent of specific hazards.

A Study on the Water Management Knowledge of Traditional Villages from the Perspective of Stormwater Resilience—A Case Study of Changqi Ancient Village in Guangdong, China

With the advancement of resilience concepts, enhancing resilience capacity has become an effective approach to addressing rainwater and flooding issues. Most rural planning and construction efforts adopt urban planning models from economically developed regions, often leading to surface hardening, which subsequently causes drainage difficulties and severe surface water accumulation during the rainy season. In contrast, traditional Lingnan villages, exemplified by Guangdong’s Changqi Ancient Village, continue to function normally in flood-prone areas, suggesting that their water management knowledge merits investigation. Previous research on rainwater management in traditional Chinese villages has predominantly been qualitative, lacking scientific data support. This study employs an eco-social resilience perspective, combining field surveys and interviews with villagers, and utilizes the SWMM (Storm Water Management Model) software to conduct both qualitative and quantitative analyses of Changqi Ancient Village. The findings reveal the following: (1) The SWMM effectively quantifies rainwater and flood management in traditional villages. (2) From an ecological resilience perspective, the village’s geographical location is crucial. The topography, along with a rainwater regulation system comprising rivers, ponds, ditches, and permeable pavements, significantly influences the village’s drainage performance. (3) From a social resilience perspective, community participation is vital to the long-term stable development of traditional villages. This includes post-disaster collective fundraising by villagers for the restoration of rainwater and flood management facilities, the formulation of village regulations, and the construction and restoration of spiritual sites. (4) From an eco-social resilience perspective, the eco-social resilience system exhibits adaptive cyclical characteristics, where the geographical environment and the local economy significantly shape the ecological spatial patterns of Changqi, while positive interaction between nature and human society ensures the system’s dynamic equilibrium.

RESILIENCE PROGRAMS FOR ADOLESCENTS: A SYSTEMATIC REVIEW

Adolescents face a variety of risks because of the stage of life in which they find themselves. The concept of psychological resilience comes to the fore in terms of developing coping methods against the risks they face. For this reason, it is noteworthy that, especially in recent years, there has been an increase in research investigating the relationship between resilience and various variables, as well as experimental studies aimed at improving resilience in adolescents. The purpose of this research is to systematically review the studies examining the effects of programs developed to improve resilience in adolescents. For this purpose, a literature search was conducted in Wiley Online Library, Science Direct, PubMed, and Ulakbim databases using the keywords “resilience”, “prevention”, “program”, “intervention”, “psycho-education”, “school-based” and “training” between May and June 2024, and 513 studies were found. These studies were reviewed in line with the PRISMA guide and the selection criteria of the study, and 5 studies were included in the research. In these studies, the research method and measurement tools used in these studies and the implemented program, and its effectiveness were reviewed. In the selected studies, it was found that the programs implemented for adolescents had a positive impact on the building of resilience.

Corporate Governance and Business Resilience in the Banking Industry

The unstable banking business environment and ethical questions that bedeviled the industry have opened new windows for researchers and policymakers on how best to tackle the menace. But as researchers keep pace on how best banking institutions can remain unperturbed with preparation for future adversities and bearing in mind the shareholders' wealth, the concept of resilience becomes the beacon of hope for managers and directors alike. 139 participants drawn from ten interest-deposit money banks in south-eastern Nigeria were selected for this inquiry. The result of this study demonstrated that corporate governance predicted business resilience positively. It was concluded that corporate governance that is predicated on board independence, board size, board effectiveness, leadership quality, and accountability would strengthen the resilience of interest deposit money banks. This study recommends that managing directors of interest deposit money can leverage corporate governance measures utilized in this study to strengthen the resilience capability of their organisations.

Exploring influential components and indicators in hospital resilience assessment: a scoping review protocol

IntroductionHospitals are vital infrastructures that provide health services during emergencies and disasters. However, in recent years, disasters have led to hospital losses and interruptions in medical services. Consequently, the concept of resilience has garnered significant attention. Despite extensive research, the lack of clarity in explaining hospital resilience poses challenges in effective assessment and identifying key priorities for enhancing disaster risk management. Recently, the WHO’s Eastern Mediterranean Regional Office (EMRO) introduced a conceptual framework for the conceptualisation of hospital resilience, defining it through six interconnected components and four resilience capacities. Identifying specific indicators and characteristics for hospital resilience components based on the EMRO framework. This protocol outlines the method for conducting a scoping review to identify such indicators and characteristics to develop a comprehensive hospital resilience assessment tool.Methods and analysisThis scoping review will adhere to the six-step protocol proposed by Arksey and O’Malley. It aims to comprehensively understand current knowledge about resilient hospital characteristics and identify effective components and indicators for assessing hospital resilience. The review will encompass available articles indexed in PubMed, Scopus and Web of Science. Additionally, searches will explore the grey literature on Google Scholar, the WHO’s website and regional offices. There will be no publication date restrictions applied to the search. Quantitative and qualitative content analyses will assess and categorise the study results. Our protocol was drafted using the Preferred Reporting Items for Systematic Reviews and Meta-analysis Protocols extension for scoping reviews.Ethics and disseminationThis protocol describes a scoping review within a doctoral thesis focused on health in emergencies and disasters, specifically hospital resilience. The study, associated with ethics code number (IR.USWR.REC.1402.120), aims to develop a comprehensive assessment tool for hospital resilience. Once peer-reviewed and published, the findings will inform experts, policymakers and relevant organisations in emergency and disaster management.

Integrating systems of power and privilege in the study of resilience.

Although current approaches to the study of resilience acknowledge the role of context, rarely do those conceptualizations attend to societal systems and structures that include hierarchies of power and privilege-namely systems of racism, colonialism, patriarchy, and capitalism-nor do they articulate how these structural realities are embedded within individual experiences. We offer critiques of the current literature from this structural lens, using the concept of master narratives to articulate the incomplete and, at times, damaging story that the discipline of psychology has told about resilience. We then provide three models that center history, systems, and structures of society that can be employed in the study of resilience. We close with lessons learned from listening to those voices who have been marginalized by mainstream society, lessons that require us to redefine, broaden, and deepen our conceptualization of resilience. (PsycInfo Database Record (c) 2024 APA, all rights reserved).

Agents for curriculum change: the role of Learning Development

Learning Development (LD) can rightly see a role as positive institutional change agents. However, this perception can often be frustrated by external interpretations about the value of study skills (Richards and Pilcher, 2023), which could go some way to perpetuating something of an identity disconnect, where others may often continue to perceive LD as remedial (Bishop et al., 2009). This session aimed to inspire a sense of where opportunities may lie for challenging perceptions with LD as change agents, using our institutional experience of having made some significant headway in influencing wholesale curriculum change. The workshop was an opportunity for exploratory discussions, with participants sharing their experiences of participation in curriculum change initiatives or challenges faced in trying to engineer this role. It considered ways to seize and make the most of other opportunities, such as student guidance on Artificial Intelligence, to be similarly influential. Based on our experience of a new curriculum framework, discussions explored challenges the LD team faced in seeking, in the first instance, to have a significant role in the process, achieving this and the inherent frustrations nevertheless. With participants, we discovered how LD can seize opportunities through recognising the role LD can play, such as defining pedagogical concepts of resourcefulness and resilience, which was inherent in the curriculum design. Group activities explored the challenges in trying to influence curriculum change, shared successes and considered whether this is an effective use of LD time. Group investigations also looked at the importance of collaborating with academic developers, and how this can help address and evolve perceptions of LD as change agents, given that staff educational development can be assumed to be the more natural agent for progressing institutional curriculum change and why an LD presence can bring a unique perspective.

Evaluation and Improvement of Construction Safety for Prefabricated Buildings Under the Concept of Resilience

In the construction of prefabricated buildings, safety issues occur frequently, posing challenges to project progress and personnel safety. As a new trend in the construction industry, the complexity of the environment in prefabricated construction demands an update to traditional safety management concepts. This study introduces the concept of resilience to analyze safety issues in prefabricated construction and develops a WSR-4Rs framework for a systematic evaluation of construction safety. The study first combines the WSR (Wuli-Shili-Renli) systematic methodology with the 4R resilience theory to construct an evaluation index system for construction safety. Then, it uses the Analytic Hierarchy Process (AHP) and the entropy weight method to determine the combined weights of each index, establishing a balanced and objective weighting scheme. A fuzzy comprehensive evaluation model is then applied to assess actual project cases. Finally, an obstacle degree model is introduced to identify key indicator factors that significantly impact construction safety, and specific improvement measures are proposed based on these findings. The aim is to provide practical references and guidance for enhancing the safety management level in prefabricated construction.

A Review on University-Industry Collaborations from an Institutional Theory and Institutional Resilience Perspective

Institutional theory posits that organizations are in a reciprocal relationship within their environment, and in this sense, organizations are both shaped by their environment and reconstruct the existing environment with their actions. In an environment where actors mutually and reciprocally influence each other, there are substantial literature studies showing that the institutional effects may be an important factor for determining interfirm collaborations. However, the literature on institutional explanations for the establishment or non-formation of collaborations between university and industry in such environmental settings is relatively limited. In that regard, we employ institutional approach as a conceptual basis for the understanding of the processes of university- industry interactions. In our conceptual study, we aim to extend the institutional perspective by focusing on interorganizational collaborations in terms of university industry collective interactions where the actors mutually concerned with the normative, coercive, and mimetic pressures. We introduce the concept of institutional resilience to Triple Helix Model to propose some new research avenues.

Illicit Resilience: Revisiting Political Ecologies of Conservation Noncompliance in the Context of the Kunming-Montreal Global Biodiversity Framework

Over the past several decades, the spatial extent of national parks, forest reserves, and other protected areas has expanded rapidly, encompassing more than 16 percent of the Earth’s terrestrial and inland water area in 2024. This expansion of protected areas has often led to population displacements and heightened restrictions on access to land and natural resources for indigenous peoples and other local communities, at times precipitating various conflicts, contestations, and broader forms of noncompliance with conservation regulations. Despite ongoing challenges in resolving trade-offs between conservation and livelihood objectives, the recently established Kunming-Montreal Global Biodiversity Framework (GBF) seeks to achieve even more ambitious conservation targets. These include GBF Target 3—sometimes referred to as the “30 × 30” target—of encompassing 30 percent of all terrestrial and marine ecosystems in protected areas or other effective area-based conservation measures by 2030. The GBF’s vision for achieving Target 3 implicitly assumes, however, that widespread challenges related to noncompliance in conservation governance can largely be resolved in their present manifestation(s), and prevented from reemerging as the scale of the global conservation estate increases. Seeking to deepen our understanding of the emergence and recurrence of illicit or otherwise non-rule-complying behaviors in everyday practices of conservation governance, we draw on a case study of the Manas Biosphere Reserve, a UNESCO Man and Biosphere Reserve in the India-Bhutan borderlands region, northeastern India. Highlighting key findings from this case study, we foreground the concept of illicit resilience to encompass a suite of informal factors and dynamics that lead to the persistence of de facto land uses and management regimes in ways that often strikingly diverge from de jure prescriptions for resource conservation within protected areas. These dynamics include (1) long-term insurgency and political unrest; (2) collusive corruption, patronage, and local politics; and (3) elite-driven processes of informal resettlement and subsequent occupation of forestland. In short, we argue that a deeper understanding of such forms of illicit resilience and their underlying drivers will be crucial for more accurately conceptualizing both feasibility constraints on, and socioenvironmental justice implications of, efforts to rapidly upscale the spatial remit of conservation areas by 2030 and beyond.

THE RESILIENCE OF CRITICAL INFRASTRUCTURE AND VITAL FUNCTIONS AND SERVICES: THE FORMALIZATION OF THE TASKS AND CONTENT OF STAKEHOLDER’S ACTIONS

In the article, the author analyzes the content and tasks of activity to implement the concept of resilience. The article begins with a short overview of the theoretical background of the resilience concept and examines legislation on national resilience recently approved in several countries. The author then demonstrates the relevance of the research regarding the resilience of life-supporting vital functions and services and of critical infrastructure under Ukrainian law. The main tasks and challenges of stakeholders in a certain domain of regulation are outlined, along with an approach to rationalize the content of activities. Next, examples of typical response measures by stages of the crisis response cycle to ensure resilience of certain areas of regulation are given. Ukraine’s response to power supply disruptions due to the destruction of the energy infrastructure by Russia in autumn-winter of 2022–2023 are summarized. The author provides a conceptual model for the formalization of objectives, goal setting and development of regulatory tools to ensure the resilience of vital functions and services and functioning of critical infrastructure. This model is extended with a description of the approach for designing the target parameters of response measures and for determining the necessary and possible levels of performance of critical infrastructure or/and vital services within the goals of the area of regulation in focus. This includes an example of the usage of the model developed to justify measures for ensuring continuity of power supply to communities. The author then proposes principles to determine the actors responsible for resilience planning at different levels of governance. He demonstrates the differences in the remit and authorities of various participants and the need to develop a separate formal tool, which prescribes the activities of all participants involved in ensuring community resilience. Finally, the author outlines a proposed structure and content of community resilience plans.

Fish resilience as an ethical issue.

Fish resilience can be understood as the capacity of fish to successfully respond to a challenge so that they are able to function and flourish in much the same way as they did prior to the occurrence of the challenge. Resilience is a function not only of individual fish, but also of a whole fish population. Enhancing the resilience of fish requires both adapting the robustness of the animals and adapting the (production) environment to the specific needs of the fish. Rather than a mere biological capacity of fish, resilience also comes with ethical questions. These questions occur at four levels. First, in practice resilience often comes with a "rhetoric" of optimalization. The view that aquaculture that strives for resilient fish is good for both fish welfare and production is inherently normative. It assumes a 'win-win situation', but thereby makes certain normative assumptions. Second, especially when the win-win situation is not achievable, resilience means making trade-offs between preferred responses to challenges from the perspective of individual animals and groups or between individual housing and larger aquaculture systems. Third, the discussions on resilience and fish demonstrate the need to move beyond an animal welfare framework when discussing the treatment of fish in aquaculture. Recently, animal ethics has seen a turn towards centering animals' own agency. This means that we should not only focus on improving animal welfare, but also on asking what the animals themselves want and how they can be given more control over their situation. This may also impact the definition of resilience and how it is made operational. Finally, the use of the concept of resilience may reveal a certain moral outlook with regard to fish. On the one hand, resilience is portrayed as a positive characteristic of animals that enables improvement of the quality of life of fish. At the same time, it raises the question of how far we should stretch the "manufacturability" of fish. When we physically adapt animals so that they can cope with difficult circumstances we may be stretching moral boundaries. For example, this raises the objection that we are instrumentalizing animals. In this article, we reflect on these types of ethical issues and aim to show that the ethical dimensions of resilience need to be taken into account by professionals in aquaculture in order to make resilience operational and to contribute to a responsible interaction with fish in aquaculture.

The 3 I's of immunity and aging: immunosenescence, inflammaging, and immune resilience.

As we age, our immune system's ability to effectively respond to pathogens declines, a phenomenon known as immunosenescence. This age-related deterioration affects both innate and adaptive immunity, compromising immune function and leading to chronic inflammation that accelerates aging. Immunosenescence is characterized by alterations in immune cell populations and impaired functionality, resulting in increased susceptibility to infections, diminished vaccine efficacy, and higher prevalence of age-related diseases. Chronic low-grade inflammation further exacerbates these issues, contributing to a decline in overall health and resilience. This review delves into the characteristics of immunosenescence and examines the various intrinsic and extrinsic factors contributing to immune aging and how the hallmarks of aging and cell fates can play a crucial role in this process. Additionally, it discusses the impact of sex, age, social determinants, and gut microbiota health on immune aging, illustrating the complex interplay of these factors in altering immune function. Furthermore, the concept of immune resilience is explored, focusing on the metrics for assessing immune health and identifying strategies to enhance immune function. These strategies include lifestyle interventions such as diet, regular physical activity, stress management, and the use of gerotherapeutics and other approaches. Understanding and mitigating the effects of immunosenescence are crucial for developing interventions that support robust immune responses in aged individuals.

Strengthening Resilience: Social Responsibility and Citizen Participation in Local Governance

The concept of resilience has gained significant prominence across various disciplines, particularly in the context of regional development. Specifically, the Social Responsibility of Local Public Administrations (SRLPA) may play a significant role in fostering resilient territories. This study proposes a second-order model utilizing Structural Equation Modeling—Partial Least Squares (SEM-PLS) to investigate the complex relationships between the SRLPA and citizen participation in municipal affairs. The proposed model comprises six dimensions for the SRLPA: good governance values, efficiency, transparency, economic issues, environmental concerns, and socio-labor matters. One of the primary contributions of this study is the development and operationalization of a scale designed to measure the construct of the SRLPA. Additionally, empirical analysis shows that the relationship between the SRLPA and citizen participation is indirect. Instead, SRLPA exerts its influence through two mediating variables: citizen connection with the municipality and the perceived bond with the local government. The findings suggest that to positively impact citizen participation, the SRLPA must strengthen relationships with citizens, thereby enhancing their engagement in municipal affairs.

Language, belief, and cultural resilience: Rastafarian discourse in Britain

This paper explores the intricate relationship between language, belief, and cultural resilience within the Rastafarian movement in Britain. Drawing upon interdisciplinary perspectives from linguistics, religious studies, cultural anthropology, and sociology, the paper delves into the unique linguistic practices, spiritual beliefs, and cultural expressions of Rastafarians in Britain.The paper examines the evolution of Rastafarian discourse, highlighting its distinctiveness and resilience within the context of Jamaican Patois and British multiculturalism. It analyses the role of language in shaping Rastafarian identity, resistance, and community cohesion, considering how linguistic practices reflect and reinforce Rastafarian beliefs and cultural norms.Furthermore, the paper explores the religious beliefs and practices that underpin Rastafarianism, particularly the reverence for Emperor Haile Selassie I and its implications for Rastafarian identity in Britain. It investigates how Rastafarian beliefs intersect with broader social and political issues, including race, colonialism, and social justice, shaping the movement’s engagement with British society.Finally, the paper examines the concept of cultural resilience within the Rastafarian community, analysing how Rastafarians in Britain have preserved and adapted their cultural traditions in the face of challenges such as racism, discrimination, and cultural assimilation. Overall, this paper contributes to a deeper understanding of the Rastafarian movement in Britain and its significance in the context of language, belief, and cultural resilience. It underscores the enduring impact of Rastafarian discourse and practices in shaping diverse cultural landscapes and fostering social change./ Keywords: Rastafarian colonial discourse, global dynamics, racial politics, Britain, societal integration, policy measures, fragmentation, Afrocentric interpretations, colonial resistance, prophetic salvation, cultural revitalization, London, African exploitation, white working-class culture

Резильєнтність в атомній енергетиці: визначення та концептуалізація поняття

The paper presents an analysis of the concept of resilience within the framework of critical infrastructure, specifically focusing on nuclear energy. It offers a definition of resilience tailored to the nuclear sector, emphasizing the critical role in ensuring nuclear and radia-tion safety at nuclear power plants. The study draws a parallel between the resilience con-cept and the defense-in-depth strategy widely adopted in nuclear power plants, highlight-ing the importance of resilience in addressing high-impact, low-probability events. The research identifies key directions for advancing the understanding and application of resilience in nuclear energy, including the development of assessment methodologies that align with nuclear safety standards. The article underscores the potential benefits of integrating resi¬lience into existing safety paradigms, proposing that such integration could enhance the ability of nuclear power plants to anticipate, withstand, and recover from ex-treme disruptions (initia¬ting events), thereby contributing to the overall sustainability of nuclear energy systems.

Challenges of Indonesian Defense Resilience in the Face of Contemporary Technology Advancement: What’s Next?

This article discusses the concept of national resilience in the digital era, which extends beyond the paradigm of conventional warfare to address a wide range of challenges. To develop the concept of national resilience ideology, a conceptual research method with a philosophical approach is employed, supported by data triangulation using Miles and Huberman's method. The main findings highlight the importance of digital security and privacy, as well as the role of digital local wisdom in strengthening national identity. Additionally, increased legal awareness is considered crucial in shaping cultural norms, while the sustainable development of human resources, supported by quality education and healthcare services, remains a key focus

Organisational cyber resilience: a heuristic for bridging foundations and applications

PurposeThe drive for digitalisation has increased the scope of cyber threats which can exploit the growing footprint of information and communication technology infrastructure supporting modern societies. Despite substantial interest and efforts in researching and building organisational cyber resilience, the resulting body of work is heterogeneous and has yet to reach maturity. This paper aims to address the gap in the conceptualisation of cyber resilience in academic and practice-oriented grey literature.Design/methodology/approachIn this conceptual paper, we firstly seek to explore the available foundations of resilience as a construct and consider how these can be applied to organisational cybersecurity. To that aim, this study employs a targeted literature review approach, incorporating systematic elements to ensure rigour. Literature was identified through comprehensive searches in key academic databases, reference chaining and expert recommendations. Articles were selected based on relevance and contribution to the field, resulting in a thematic analysis to identify gaps and propose a heuristic model for cyber resilience. With this approach, we aim to position the emerging view of cyber resilience relative to risk analysis, while highlighting its domain of “conceptual comparative advantage” – the types of applications it is best suited to address. Finally, a high-level heuristic model for cyber resilience is proposed, which functions across the relevant policy, strategy and operational dimensions while also considering its relationship with cyber risk management.FindingsA conceptual model for organisational cyber resilience is proposed which helps position and frame research contributions in this domain relative to risk analysis, highlighting its domain of comparative advantage. The model integrates policy, strategy and operational dimensions, in a manner conducive to bridging foundations and applications of the concept of cyber risk management. The proposed model provides a critical point of reference to evaluate individual models, frameworks and tools.Originality/valueThis paper is a pioneering effort to overcome the current gaps between conceptual and practical views of cyber resilience. It proposes a new, risk-aligned view of the concept of cyber resilience and provides a structural foundation for further research and practice in the field.