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Abstract
The consequences of climate change, such as flooding, storms, heat waves, and other climate disasters, have had severe economic and health impacts, with vulnerable communities bearing a disproportionate burden. In Norfolk, Virginia, historical injustices such as redlining contribute to these disparities. This highlights the need to integrate social equity and community engagement into efforts to achieve environmental justice in climate risk management. Although relevant indices and diversity, equity, and inclusion officers have popularized social equity, a shared definition remains elusive. Localized solutions for coastal climate resilience allow governments to make decisions for their communities. However, they also risk contributing to differential outcomes, which may neglect some populations altogether, or limit the effectiveness of resource allocation because of missed opportunities for regional cooperation. This research used Norfolk, Virginia as a case study, conducting stakeholder interviews with representatives from various government levels, non-governmental organizations, and academic institutions to characterize social equity in coastal adaptation planning. The differences in stakeholder feedback and the tools they use for planning and program implementation may be instructive to other coastal communities seeking to integrate social equity in their climate risk management planning.
Citation: Michel V, Eghdami S, Shafiee-Jood M, Louis G (2024) Addressing social equity in coastal climate adaptation planning: A case study of Norfolk, Virginia. PLOS Clim 3(12): e0000516. https://doi.org/10.1371/journal.pclm.0000516
Editor: Lily Hsueh, Arizona State University, UNITED STATES OF AMERICA
Received: August 7, 2023; Accepted: October 10, 2024; Published: December 30, 2024
Copyright: © 2024 Michel et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
Data Availability: In accordance with the Institutional Review Board (IRB) protocol number 4396 and the legal and ethical considerations outlined by the IRB for Social & Behavioral Sciences at the University of Virginia, we are unable to make the data underlying the findings of this study fully available. The IRB has imposed restrictions on data disclosure to ensure participant confidentiality and privacy. The sensitive nature of the data, particularly related to the semi-structured decision-maker interviews with government officials and non-governmental organizations, necessitates the protection of participant identities and the confidentiality of the information shared during the study. Given the constraints imposed by the IRB, access to the data cannot be openly provided. However, we are committed to upholding the highest standards of research ethics and data protection. Interested researchers or parties can submit data access requests to the Principal Investigator, Garrick Louis (gel7f@virginia.edu), with reference to the IRB protocol number 4396. Data requests can also be sent to Arsalan Heydarian, Associate Professor, Department of Civil and Environmental Engineering at the University of Virginia (ah6rx@virginia.edu; (434) 924-1014).
Funding: The authors sincerely thank those who participated in the interviews and generously provided their knowledge and insights. Majid Shafiee-Jood acknowledges the financial support from the U.S. National Science Foundation (award number: 2053013).
Competing interests: The authors have declared that no competing interests exist.
1. Introduction
Coastal areas face a growing risk from climate-driven sea level rise, which can result in permanent land submergence, severe storm surges and pluvial flooding, coastal erosion, and salinization of soils and groundwater [1]. These impacts can have serious economic and health implications, disproportionately affecting disadvantaged communities. Specifically, low-income and marginalized communities are disproportionately impacted due to their limited access to resources and infrastructure, higher exposure to environmental hazards, and greater social vulnerability [2]. As such, including social equity in coastal climate adaptation planning efforts is crucial to increasing community resilience [3,4]. While social equity is recognized as crucial in adaptation planning, efforts to integrate it are inconsistent and heavily influenced by local priorities and power dynamics [5,6]. The importance of social equity stems from its potential to ensure that adaptation strategies are both inclusive and effective, addressing the needs of all community members, particularly those most vulnerable to climate impacts. Existing research has often focused on the identification of vulnerable communities and the implementation of adaptation measures, but there has been less emphasis on how social equity itself is conceptualized, defined, and operationalized within the planning processes at a local level. Deepening our understanding and application of social equity within adaptation planning can directly influence the success and fairness of these efforts, ensuring that protective measures do not inadvertently exacerbate existing inequalities but rather contribute to a more just distribution of resources and opportunities.
However, advocating for greater diversity and inclusivity also brings challenges. Different local priorities and power dynamics among stakeholders can lead to tensions, as efforts to integrate diverse perspectives often result in conflicting views and interests. It is crucial to acknowledge and address these inherent tensions to ensure that inclusive approaches do not inadvertently perpetuate existing inequalities [7].
Recognizing these challenges, our research investigates the community-oriented strategies in Norfolk, Virginia, a place where the integration of social equity in planning has been both a central focus and a complex task. Our study’s unique contribution lies in its in-depth examination of how stakeholders involved in coastal climate adaptation planning define, perceive, and incorporate social equity into their decision-making and practices. The study prioritizes gaining insights from those primarily responsible for decision-making or research supporting coastal climate adaptation planning within the region. Specifically, this study will focus on how stakeholders in Norfolk define and measure social equity and identify disadvantaged populations.
This paper critically examines the current attempts to incorporate social equity in coastal climate adaptation planning, aiming to understand and evaluate these efforts rather than discredit or discourage them. The central research questions driving this study are: 1) How is social equity currently incorporated into coastal adaptation planning, particularly in the context of Norfolk, Virginia? 2) What are the challenges and limitations of current practices, and how can these be addressed? 3) What promising practices and tools are emerging in the field that ensure more equitable climate adaptation?
By addressing these questions, this research contributes to the understanding of how social equity is incorporated into coastal adaptation planning efforts, using the case study of Norfolk, Virginia. Additionally, by identifying key issues and challenges related to social inequities, this research aims to inform future coastal adaptation planning efforts and increase community resilience to the impacts of sea level rise. In this study, "key issues and challenges" refers to areas where social equity considerations are lacking or insufficient, as highlighted by existing literature and stakeholder feedback within the case study of Norfolk, Virginia. These insights are based on a comprehensive evaluation of current efforts and the perspectives of stakeholders directly involved in coastal adaptation planning. This approach helps to highlight the potential consequences of neglecting social equity, thus guiding future strategies toward more sustainable, inclusive, and evidence-based practices.
Finally, this paper is organized as follows. First, we provide a brief literature review of the current state of knowledge on social equity in coastal climate adaptation planning and identify key research gaps and priorities for future research. We then describe the methodology we used to conduct the study outlining the research design, interviews with stakeholders, and an analysis of their responses. Then, in the results section, findings from the stakeholder interviews are provided and current methods and practices for addressing social inequities in coastal adaptation planning are identified. Finally, the discussion and conclusion sections provide an analysis of the findings and discuss the implications for future research and policy development. To provide context for the study, the literature review explores the impacts of social inequities on coastal adaptation planning efforts and identifies different strategies for adapting to the risks of sea level rise. However, these strategies have tradeoffs for their effectiveness in reducing risk: the cost of implementation and the resulting social impact.
2. Literature review
2.1 Conceptualizing adaptation measures
A wide range of different adaptation measures are typically considered in planning for coastal climate adaptation sea level rise [8]. Preventative adaptation measures include grey infrastructure, such as sea walls and dams, and green infrastructure, which uses methods like wetlands and marshes to create a buffer [9]. Natural and nature-based features (NNBF) along with hybrid approaches that combine natural elements with engineered structures are innovative solutions increasingly acknowledged for their capacity to bolster coastal resilience and serve as effective climate mitigation and adaptation strategies, while also providing additional social and ecological benefits, such as constructed wetlands, maritime forests, reefs, breakwater islands, channel shallowing, ecologically enhanced bulkheads, revetments, and living shorelines [10]. Some examples of smaller-scale adaptation strategies that focus on infrastructure and human systems rather than environmental include raising homes, drainage, and alarm systems [11]. Managed retreat is another adaptation strategy that relocates people to higher ground or further inland through political strategies such as a buyout program in areas that are high risk for recurring flooding events [12]. While effective in removing people from physical risk, managed retreat often carries deeper social implications, particularly around social equity. The uneven distribution of benefits and burdens within these approaches highlights a critical dimension of climate adaptation: the role of social equity in shaping outcomes for different communities.
The purpose of this literature review is to synthesize existing scholarly discussions on social equity within coastal climate adaptation planning. This review focuses on key themes and debates regarding the conceptualization of social equity, challenges in its implementation, and the role of case studies in highlighting unique community-specific opportunities and obstacles.
2.2 Defining and measuring social equity in adaptation
The critical aspect of coastal climate adaptation measures lies in their impact on social equity, which requires a nuanced understanding and careful consideration. While social equity has increasingly become an important component in assessing the effectiveness of adaptation strategies, there can be significant tradeoffs, and the differential impacts of these strategies on different communities are not well understood [3,13]. The impact on social equity in adaptation planning partly depends on how stakeholders define and measure social vulnerability and identify disadvantaged populations [14]. Despite recent efforts by government agencies to hire diversity, equity, and inclusion officers and develop relevant indices, achieving a shared definition of social equity remains challenging, especially in the context of coastal adaptation planning, where vulnerabilities vary across communities and no standardized metrics exist to assess vulnerability.
Equity has been characterized by two elements: horizontal and vertical categories [15,16]. Horizontal equity is when an individual or group has their needs met through access to the same resources as other communities. Vertical equity is when an individual or group has their needs met by varying amounts of resources proportional to their needs and vulnerabilities.
One approach to defining social equity is through the use of vulnerability assessments, which identify populations that are at risk of being disproportionately impacted by climate change [17]. Many studies have identified the need to consider social vulnerability, or the susceptibility of different groups to harm from climate impacts, in adaptation planning [18,19]. For example, in a study of the Gulf Coast region, researchers used vulnerability assessments to identify vulnerable populations and developed strategies for enhancing social equity in climate adaptation planning [20]. Some researchers have proposed using specific indicators, such as income, race, or access to healthcare, to measure social vulnerability [21].
Due to the differential impacts that climate change risks have on different communities, there has been a call for more inclusive and equitable approaches to coastal resilience planning and project implementation. Flooding and severe storm events disproportionately affect low-income communities and communities of color, which may lack the resources to prepare for and recover from such events [19]. One study revealed that while urban climate change adaptation planning aims to reduce vulnerability and fosters new collaborations and coordination, it often overlooks equity issues, social vulnerability, and the influence of non-climatic factors [22]. One such approach that does explicitly account for social equity is the Resilience Adaptation Feasibility Tool (RAFT), which seeks to incorporate equity into coastal resilience planning [23]. The authors argue that a more inclusive and equitable approach to resilience planning can lead to more effective and sustainable outcomes that benefit all communities.
2.3 Addressing maladaptive solutions
But simply advocating for participation is insufficient to ensure inclusive governance. Issues such as tokenizing, misrepresentation, and extractive engagement can exacerbate social inequities within ostensibly inclusive adaptation planning. Recognizing these challenges is crucial for designing participatory processes that genuinely empower marginalized communities.
Practical challenges such as time constraints and institutional barriers can hinder the integration of diverse knowledge systems, limiting meaningful participation in adaptation planning [7]. Inadequately planned adaptation strategies may even worsen vulnerabilities, highlighting the need for careful, context-sensitive planning [24]. For example, high-cost adaptation actions often benefit certain groups at the expense of marginalized communities, necessitating a nuanced approach that considers social and temporal dimensions [25].
Robust, flexible, and equitable approaches in urban planning and municipal governance are important to effectively manage climate risks and enhance citizen participation [26,27]. This includes the need for clear objectives and guidelines to navigate uncertainties and ensure fair outcomes. Multi-stakeholder partnerships, while potentially transformative, require careful management of knowledge uncertainties, value conflicts, and complex decision-making processes [28]. The inclusion of diverse stakeholders is essential for equitable adaptation planning, yet it must be approached with an understanding of inherent challenges and potential pitfalls. Climate adaptation solutions can further the resource divide and exacerbate social inequities.
One prominent example is the managed retreat buyout programs in the United States (U.S.) which have tended to favor whiter communities over communities of color, as evidenced in the aftermath of Hurricane Sandy where collective action among white neighborhoods facilitated buyouts, contrasting starkly with Black communities’ resistance, perceiving them as a guise for displacement. This dichotomy, detailed in the nationwide analysis "Racial Inequities in the Federal Buyout of Flood-Prone Homes," underscores the need for a nuanced approach to climate adaptation that conscientiously addresses and mitigates entrenched racial disparities [29]. The social justice implications of managed retreat buyout programs in the U.S. can perpetuate social inequalities and displacement, particularly for low-income and marginalized communities [30]. There is a pressing need for a transformative approach to managed retreat that addresses social injustices associated with climate change and promotes community participation and empowerment [31]. Such an approach calls for policy interventions and support to ensure that managed retreat is socially just and equitable for vulnerable communities.
The lack of standardization and clarity on how equity is defined and measured in adaptation research hinders efforts to promote equitable outcomes [13]. There is a need for more precise and context-specific definitions of equity and greater participation from marginalized communities in the decision-making process to address systemic inequities in adaptation planning and implementation. Another significant gap in research is a limited conceptualization of equity, resulting in several barriers to promoting equity in urban adaptation planning [14]. More research is needed on the intersection of equity and urban climate adaptation, as well as more inclusive and participatory approaches to planning and implementation that address the multiple dimensions of equity.
A study in Hampton Roads, Virginia highlights the importance of recognizing the subjective and value-laden nature of adaptation decision-making in the context of climate change. The study emphasizes the need for critical engagement with power dynamics and the inclusion of diverse perspectives in the decision-making process to promote equitable outcomes in adaptation planning [32]. Considine et al.’s (2017) case study of Hampton Roads, Virginia, emphasizes the importance of incorporating local knowledge, promoting cross-sectoral collaboration and adaptive governance structures, and fostering social learning and innovation to build resilience to sea level rise and climate change impacts [33]. In Coastal Virginia, low-income and minority communities are more vulnerable to climate change impacts and there is a need for more equitable and inclusive approaches to climate adaptation that prioritize vulnerable communities and promote social justice and resilience [34]. These findings underscore broader challenges in climate adaptation planning, pointing to key gaps in research and practice that must be addressed to promote more equitable and inclusive outcomes.
2.4 Research needs and focus
Overall, the literature on social equity in coastal climate adaptation research highlights several key gaps and research needs: 1) lack of standardization and clarity on how social equity is defined and measured in the context of adaptation planning; 2) the need for more research on assessing the effectiveness of different adaptation strategies in promoting equity and ensuring that they do not perpetuate social inequalities; 3) the need for more inclusive and equitable approaches to climate adaptation that prioritize social justice and resilience to ensure the needs and perspectives of vulnerable communities are taken into account; and 4) the need for more localized case studies in climate adaptation research, particularly in the context of vulnerable coastal communities, to provide valuable insights into the context-specific social, economic, and cultural factors that could influence the outcomes of climate adaptation strategies. In light of the identified gaps and research needs, our study aims to contribute to the understanding of social equity in coastal climate adaptation by examining the definition and application of social equity in government decision-making, focusing on localized case studies, and promoting inclusive and equitable approaches to better address the unique challenges and opportunities faced by vulnerable coastal communities.
3. Methodology
3.1 Case study design
In this study, we chose the City of Norfolk in southeast Virginia as the representative case study due to its combination of challenging climate-related issues and stressors, including rapidly increasing relative sea-level rise and increased intensity of rainfall patterns, alongside an overdeveloped urban environment experiencing the heat island effect [35–37].
Norfolk’s demographic profile, as summarized in Table 1, reveals a diverse population with 40.7% Black or African American, 8.7% Hispanic or Latino, and a substantial portion of the population being under 18 (20.3%) and over 65 years old (12.3%). With a median household income of $60,998, about 16.9% of its residents live in poverty, highlighting the socio-economic challenges faced by a significant segment of the population. This demographic snapshot, combined with a 44.8% owner-occupied housing rate and a median housing value of $254,200, underlines the potential vulnerability of Norfolk’s community to the socioeconomic impacts of climate adaptation and managed retreat policies. Given Norfolk’s proactive stance on coastal climate adaptation, this detailed demographic understanding enriches the examination of how managed retreat buyout programs could influence social equity within urban, coastal settings, thus amplifying the need for policies that are sensitive to the nuances of the community’s socio-economic fabric [38].
Norfolk has a unique socioeconomic context that is characterized by high levels of poverty, disability, and uninsured citizens, and a history of neglect towards vulnerable populations in public policy considerations, offering a rich backdrop for exploring the intertwining of climate adaptation and social equity [38].
Fig 1 displays the National Risk Index, a visualization of social vulnerability and community resilience across Norfolk, Virginia. This figure helps identify areas with higher exposure to various risk factors based on comprehensive boundary and exposure data. It is overlayed with key economic hubs nearby coastal areas.
The Risk Index leverages available source data for natural hazard and community risk factors to develop a baseline risk measurement for each United States county and Census tract. This figure was created by the authors using ArcGIS Online, based on FEMA’s National Risk Index, updated May 26, 2023 [39].
Norfolk has been proactive in coastal climate adaptation planning [34] and therefore can serve as a useful case study to other urban, coastal communities facing similar concerns. Norfolk’s participation in the National Flood Insurance Program provides flood insurance options for its residents and businesses, complemented by local regulations aimed at mitigating flood risks. Despite these efforts, the looming threat of sea-level rise and other slow-onset and sudden natural disasters necessitates further action [40].
Fig 2, sourced from FEMA, shows the annual flood risk areas overlayed with economic hubs near the coast, highlighting regions most vulnerable to flooding and the potential impact on Norfolk’s critical infrastructure.
This map displays Special Flood Hazard Areas where flooding risk is significant, especially near the coast. This map was created by the authors using ArcGIS Online, adapted from FEMA data [41].
3.2 Stakeholders interviews and ethical considerations
Our primary data collection method was semi-structured interviews, which included human subjects and involved approval from the University of Virginia (UVA) Institutional Review Board for the Social and Behavioral Sciences (IRB-SBS). The IRB-SBS approved our protocol number 4396 (S2 Appendix) originally in July of 2021 but then additionally amended and approved in January 2022 to add additional researchers. Participants were given consent letters to sign. Then consent was additionally requested verbally before starting the interview and again on record when the interview began. All participants were allowed to withdraw at any time. The interviews were conducted from August 30th, 2021, until January 5th, 2022. To comply with our IRB protocol, all direct quotes in this paper are cited with the date of the interview (MM/DD/YY) and the interviewee’s organization type.
The stakeholder interviews aimed to understand the role and impact of different stakeholders in coastal climate adaptation policymaking in Norfolk (Research Question 1), identify points of conflict or reinforcement among different stakeholder groups (Research Question 2), and assess how stakeholders incorporate social equity into their decision-making processes (Research Question 3). The interviews included a diverse array of influential stakeholders, such as representatives from environmental and economic development non-governmental organizations (NGOs), academic research institutions, and various government agencies. These stakeholders play significant roles in climate change adaptation and mitigation efforts in coastal Virginia. Our research specifically targeted individuals directly involved in policymaking and implementation for coastal resilience, allowing us to delve into the complex mechanisms behind adaptive strategies.
To ensure relevance and richness of data, stakeholders were carefully selected, and each interview was tailored to the unique work and expertise of the interviewee. We contacted 110 people within different stakeholder groups and conducted a total of 42 interviews were conducted. The breakdown of interviewees by sector is as follows: 13 from environmental NGOs, 3 from economic development NGOs, 5 from academic research institutions, 10 from local government, 2 from regional government, 7 from state government, and 2 from the federal government. While we acknowledge the importance of including local businesses, utilities, residents, and marginalized groups for a more comprehensive perspective, this initial study intentionally focused on the foundational climate adaptation policy landscape, reflecting institutional and practitioner viewpoints rather than those of residents or marginalized communities.
Initial participants were strategically identified based on their leading roles in both local and state government sectors, directly involved in coastal climate adaptation efforts. Recognizing the crucial input of NGOs in shaping Norfolk’s climate adaptation policies, we compiled a list of NGOs actively engaged in this area. Our focus remained on interviewing leadership figures (e.g. directors, chiefs, and executives), as their insights provided the most authoritative perspectives. To refine our selection and ensure we engaged with the most influential figures in Norfolk’s climate adaptation policymaking, we employed a snowball sampling method. This involved asking our initial interviewees to identify other key stakeholders they viewed as significantly impacting local climate adaptation strategies. This iterative process enabled us pinpoint individuals pivotal to Norfolk’s coastal climate adaptation planning. The repetition of certain names across interviews confirmed the centrality of certain entities and individuals in the policymaking process. The saturation point for the data occurred when information in interviews became redundant [42].
Reflexivity was central to our ethical approach. We recognized our positions and biases as researchers, reflected on how our backgrounds could influence the research process and the questions posed. We did not hold any authority over our participants, and no conflicts of interest arose during the study. Access to the community was facilitated through newly established relationships, ensuring that participation was voluntary and informed. We communicated via email that participation was entirely voluntary, and that no compensation would be provided. We actively addressed power dynamics between researchers and participants by fostering an environment of mutual respect. Participants were assured of their confidentiality, and we committed to generalizing their descriptions by sector rather than identifying specific roles or institutions. This approach was crucial in eliciting candid responses.
Interviews were conducted with careful consideration of safety and accessibility due to the COVID-19 pandemic. All interviews were carried out virtually via Zoom to adhere to health guidelines, ensuring the safety of both participants and researchers. The pandemic’s influence on the research process was minimal; we had planned to record the interviews and conduct them remotely regardless of the pandemic. However, scheduling conflicts arose due to the election year and the impending release of the Coastal Resilience Master Plan, which reduced participation from certain agencies with overlapping responsibilities and deadlines.
3.3 Data analysis
Interviews were transcribed using Otter.ai, a speech-to-text transcription application software that uses artificial intelligence and machine learning. The transcripts were then carefully reviewed for accuracy. We conducted a thematic analysis using ‘Dedoose’, a platform for qualitative and mixed methods research, to systematically extract key themes and subjects related to social equity and climate adaptation policymaking [43]. Thematic analysis is a general qualitative method to extract themes (text codes) from qualitative data (i.e., transcribed interviews in our study) [44].
The codebook of phrases was manually developed after individually analyzing the first two interviews. The codes were adjusted as new themes emerged, adapting our approach to capture the complexity of our large qualitative dataset. This dynamic refinement process continued throughout the analysis [45,46]. The codebook was iteratively refined by the two primary graduate students who conducted the interviews. Both researchers coded the first ten interviews and assessed the overlap in identifying codes to ensure consistency in the coding process.
The codebook for our overarching research question regarding social equity in coastal climate adaptation policymaking encompassed several critical areas:
- Perceptions: Focusing on stakeholders’ definitions of social equity and the challenges they face.
- Measuring Equity: Identifying the metrics used and highlighting the gaps in equity measurement.
- Prioritization: Examining the visibility of social equity concerns and navigating conflicting priorities.
- Planning & Projects: Investigating goals, objectives, and specific social equity projects.
This analysis also considered stakeholder perceptions and experiences related to collaboration or conflict in coastal climate adaptation policymaking, offering insights into the dynamics and relationships within the policymaking context. The analysis scrutinized the distinct ways in which stakeholders incorporate social equity into their decision-making processes, enhancing the understanding of how equity considerations shape policy decisions in coastal climate adaptation. This comprehensive exploration illuminated the intricate interplay among stakeholders, climate risks, and social equity in Norfolk, revealing both challenges and opportunities for more equitable climate adaptation policymaking [47].
4. Findings
4.1 The exclusion of historically marginalized groups
There is an inherent tension when interviewing decision-makers about their choices on behalf of disadvantaged populations. Specific marginalized groups, such as people without homes, those with disabilities, and the elderly, were notably absent from these discussions. The discussions below highlight the challenges in reaching disadvantaged communities both in participation, representation, and resource capacity.
An environmental NGO stakeholder highlighted, “A lot of our work developing adaptation strategies for neighborhoods and communities takes place in low to moderate-income areas. Early on, we recognized that people with means can get out of the way or access policymakers to take care of themselves. But disenfranchised folks and limited resource communities, especially in rural areas, will have a harder time. Rural areas are significantly disadvantaged, and we’re just now figuring out how to help develop capacity there. Social equity is predominant in our actions; we prioritize those who need our resources more than those who can hire a contractor.”
A different environmental NGO interviewee explained, “Providing a stipend could be the difference of getting childcare, and that mom being able to attend a meeting,” highlighting the importance of financial support for volunteers from low-wealth and marginalized backgrounds. Additionally, the same interviewee acknowledged the existing gaps in representation within their organization: “Most of our membership in Virginia are white middle class or more affluent and middle aged. What I recognize is that there’s a lot missing from our constituency. I would love to have more younger mothers, BIPOC [Black, Indigenous, and People of Color] mothers, and mothers from low wealth, geographical areas.” Furthermore, they emphasized the importance of considering practical equity implications in policy decisions: “For instance, one team was considering pursuing their county in banning plastic shopping bags. I asked the question, what might that mean to someone who, all of a sudden, now has to pay for their bags? When we pursue this, how might we do it in a way where we’re taking something away, but we’re also providing something?” These insights underscore the necessity of addressing the practical needs and concerns of marginalized communities to ensure that participation in adaptation planning is both meaningful and realistic.
A state government employee we interviewed discussed the participation of tribal communities in climate adaptation policymaking. “Tribes are a challenge. They all need to be treated separately as individuals. And it’s just really hard to do that because they’re overwhelmed with their federal responsibilities, the ones that are federal tribes now…it’s just very difficult to make those connections. The state has struggled to come to terms with how to deal with federal tribes. It didn’t have federal tribes until the Pamunkey in 2015, and the other six since 2018. It’s a whole new world to deal with having seven of them, plus state recognized tribes. But the federal tribes are independent. They’re basically governors, they are states. And they’re the equivalent of the governor, their chief. I don’t think by and large that the broader Commonwealth views them that way. But that is how they are. That’s how the federal government views them.”
A local government interviewee discusses the historical nature of city council wards. “The City of Norfolk moved to a ward system in the early 90s after a lawsuit suggested there wasn’t representation of minorities on the council. We have five single wards, and two superwards that are very racially gerrymandered. Neighborhoods that are historically Black, which should be part of [a certain] superward, are literally drawn out. The lack of infrastructure investment and the resulting flooding typically happens in [a different] superward.”
There’s an obvious omission of specificity when discussing social equity, environmental justice, and how disadvantaged communities are included in the conversation in a meaningful way. To focus this, we asked the interviewees how they define social equity.
4.2 Stakeholders’ definition of social equity
When discussing social equity, the following key themes emerged from the stakeholders’ interviews: “environmental justice”, “sustainability”, “diversity, equity, and inclusion”, “resilience”, and “sustainability”. However, some interviewees did not provide a clear definition for social equity, while others discussed related issues without providing a clear definition. Table 2 presents a small sample of direct responses from the interviewees. We found that the stakeholders in Norfolk’s coastal climate adaptation planning have diverse perspectives on social equity. The most frequently used words within their definitions included opportunity, support, ability, resources, voices, different, and vulnerable. Specifically, the definitions highlighted the following aspects: providing equal opportunities and awareness; ensuring voice and control; understanding vulnerability and historical factors; reaching traditionally underserved communities; enabling equitable responses to challenges; addressing past wrongs; ensuring post-disaster recovery for low-income communities; and considering the fair distribution of impacts and benefits. While most interview participants agreed that fairness, equal opportunity, and justice are key components of social equity, only a few identified systemic vulnerabilities as a factor. These diverse viewpoints emphasize the importance of a multifaceted approach to social equity in coastal climate adaptation planning.
4.3 Metrics for social equity assessment
When asked how they incorporate social equity into their objectives, stakeholders provided a range of responses. Some gave concrete examples, such as helping people vote, using relatable language, focusing on mixed-income communities, and providing equitable volunteer support. One stakeholder even shared an acronym they use to incorporate equity and inclusion into their program goals: SMARTIE goals. “SMART goals are Specific, Measurable, Achievable, Realistic, and anchored within a Time frame, but with the addition of ‘I’ for inclusion and ‘E’ for equity, they become SMARTIE goals” (10/07/21, Environmental NGO).
Metrics are essential for assessing progress and determining whether objectives have been met. By providing quantitative and/or qualitative measures, metrics can help establish clear criteria for success and enable the accurate evaluation of the effectiveness of the project. Stakeholders were asked how they measure social equity. Some admitted that they do not measure it at all, while others mentioned using social vulnerability metrics and tools. This indicates a gap between recognizing the importance of social equity and being able to measure progress towards achieving it.
Several sources were repeatedly identified as useful tools by the stakeholders interviewed for assessing social equity in coastal climate adaptation planning. These were: Social Vulnerability Index, Poverty Ratio, and Environmental Justice Tool. Notably, none of these resources were specifically developed for Norfolk. The VIMS Social Vulnerability Index, a statewide tool developed by the Virginia Institute of Marine Science, uses various socio-economic and demographic variables to evaluate social vulnerability and resilience to hazards [48]. The Poverty Ratio, a federal tool, assesses economic vulnerability by classifying individuals or families as impoverished based on diverse income [49]. The Environmental Justice Tool, another federal resource developed by the US Environmental Protection Agency, merges demographic and environmental indicators to assess equitable distribution of environmental policies and impacts [50]. While these tools offer valuable insights into social equity, they present limitations when used in local contexts like Norfolk, as they may not fully account for unique regional socio-economic and environmental characteristics that influence local social equity dynamics. Table A in the S1 Appendix presents a breakdown of these three tools, including their definitions as provided by the institutions that developed them, and an overview of their metric components.
One approach to measuring social equity, as shared by a local government stakeholder, focuses on analyzing the vulnerability of residents and considering all contributing factors that impact their ability to succeed or face vulnerability. Their climate adaptation strategy follows a multi-pronged approach, which begins with understanding the community’s vision for the future and documenting it, as in Norfolk’s Vision 2100. The community is divided into four distinct areas, and they have implemented tools within their zoning and floodplain ordinances to help realize their vision. The local government has also adopted a resilience quotient, which is a point system that encourages market participation in a voluntary exchange to reduce risk and improve flood and stormwater management. The community plays a significant role in this process, and the local government has incorporated these tools into their ordinances to ensure the community is invested in the success of their managed retreat efforts. However, the interviewee did not provide specific details on the zoning plan’s release or the community’s involvement in the process.
A federal government stakeholder emphasized that cost benefit analysis is a crucial factor in evaluating proposed solutions to protect against environmental challenges. They acknowledged the challenges of balancing economic benefits against costs, particularly when considering underserved low-income communities and social factors. However, they asserted that cost benefit analysis is a fair and consistent way to measure the effectiveness of proposed solutions. In their own words, “at the end of the day, it’s very much an engineering answer, which is not necessarily the right way, but, at least, it’s fair and consistent across the board, so it’s measurable, and we can go back and reproduce it” (12/14/21, Federal Government). The stakeholder mentioned that using cost benefit analysis can present challenges when considering underserved low-income communities and environmental justice issues. They acknowledged that financial damage prevented by expensive properties that would get flooded are given higher priority in the cost benefit analysis whereas damage prevented by low-income neighborhoods with low-value homes are minimal. The stakeholder also indicated that there is no quantitative number for social factors and analyses, making it more challenging to consider the impacts of cost benefit analysis on vulnerable communities. They acknowledged that this could make it difficult to justify building solutions that may cost a significant amount to protect a relatively small amount of property. Overall, the stakeholder recognized the challenges of balancing economic benefits with protecting vulnerable communities, particularly when using cost benefit analysis.
4.4 Connecting climate risks with social inequalities
As climate change poses an increasing threat to our cities, it is necessary to examine how the resulting risks are distributed among different communities and why. In this section, we explore the relationship between social inequalities and the primary climate risks confronting the City of Norfolk, as identified by the stakeholders, i.e., flooding, severe storms, and urban heat. To gain a deeper understanding of how these risks are perceived through the lens of stakeholders, we explore the narratives that connect climate change threats to socially vulnerable communities. Through this analysis we aim to highlight the intersections of climate change and social justice and identify potential solutions to mitigate the disproportionate impacts on marginalized communities.
4.4.1 Equity and inclusion in climate resilience: Stakeholder perspectives on floods and severe storms.
In Norfolk, recurrent flooding has become a near-daily occurrence, with high tide or nuisance flooding often resulting from rising sea levels rather than storms or rainfall [51]. Nuisance flooding, which occurs during high tide, can have minor but disruptive impacts on daily life [52]. As two different stakeholders noted, the flooding is far from a mere nuisance when it prevents access to jobs, schools, or healthcare services, and it can significantly disrupt people’s lives.
An exacerbating event such as heavy rainfall, tropical storms, hurricanes, and tornados can lead to extensive damage and flooding, which is predicted to become more frequent and intense due to climate change [53]. “We hold our breath every year, between September and October. That’s our hurricane season. Another low hurricane year for us. But we’re always worried about the big one. We think about storm surges and recurrent flooding due to sea level rise. Those are most present in our minds here locally” (10/07/21, Environmental NGO) said a stakeholder.
Social inequalities can intensify the effects of flooding and create obstacles to equitable resilience-building efforts, such as engaging diverse stakeholders and fostering community participation among disadvantaged and vulnerable populations [54]. An environmental NGO interviewee emphasized the importance of community-driven solutions and using data from various sources to identify the most vulnerable populations. According to the interviewee, “We use a lot of different organizations’ data, research and studies, as well as just anecdotal data to figure out where those most vulnerable populations lie” (08/31/21, Environmental NGO). An academic stakeholder emphasized the need for both mitigation and adaptation measures to address severe storm events’ impacts. They also highlighted the importance of considering multiple funding sources for resilience projects and planning for storm events’ consequences, such as flooding, storm surge, and compound flooding.
A local government stakeholder discussed their city’s efforts to address social equity in planning, including allocating FEMA funds to communities in greatest need and reducing barriers for obtaining conditional use permits. However, they also mentioned challenges, such as the lack of diversity in the planning department and the need for a formal process to ensure equity is considered in all decisions.
Academic stakeholders offered differing perspectives on the role of social equity in addressing flooding and building resilience. One emphasized the need for difficult choices about long-term priorities, adopting measures to generate funding, and planning ahead to preserve marshes as flood buffers. Another suggested that social equity should not be the main focus, as natural migration away from risk will occur, and encouraging people to remain in high-risk areas could lead to more suffering and economic losses. As the stakeholder put it, “Let the free market, the free flows of forces migrate. Don’t slow it down. In the long haul you’re better off abandoning” (11/11/21, Academic Research Institution).
In contrast, environmental NGO stakeholders argued that social equity must be central to addressing flooding and other environmental issues, as climate change affects everyone. They stressed the importance of considering marginalized communities’ needs and supporting their transition to sustainable practices. Additionally, they highlighted the challenges of addressing flood risks and climate change while grappling with systemic racism, acknowledging that protecting vulnerable communities without exacerbating existing inequalities is a complex task. As one noted, “If the city decides to buy out the most at-risk people, then the city is removing people of color from a risk. And when they do that, then it’s politically charged because they’re removing people” (10/13/21, Environmental NGO). However, they emphasized the importance of finding solutions to safeguard all communities at risk from flooding and other climate-related hazards.
4.4.2 Equitable tree canopy distribution and excessive heat in Norfolk.
Interviewees expressed concerns about excessive heat waves impacting communities that have been historically neglected in green development efforts, such as tree canopies. In the face of this growing threat, extreme heat remains a cause of preventable death in the US, with health risks expected to rise due to factors such as an increasing urban population, an aging population, and the presence of urban heat islands [55,56].
Urban heat islands are areas hotter than their surrounding communities due to a lack of natural land cover and a preponderance of urban infrastructure like pavement, buildings, and other heat-absorbing structures [57]. A recurring theme in the interviews was that heat is considered a neglected climate risk, often overshadowed by flood and storm adaptation efforts. A state stakeholder acknowledged that heat is a significant issue in places like Richmond, Virginia, but their primary focus is on flooding. They believe that heat, along with flooding, is a root cause of many climate-related problems in the Commonwealth.
An interviewee from an environmental NGO highlighted the issue of urban heat islands and the lack of investment in natural resources to address climate change. They noted that there is a partisan divide on how to prioritize and invest in disadvantaged communities and communities of color, which are disproportionately impacted by certain policy choices. The interviewee described the impact of unsustainable development practices on urban heat islands, stating, “when it can be 30 degrees, my neighborhood is 30 degrees cooler than an area that does not have trees, was not developed in a way that is sustainable. The type of plantings that were chosen to put in, we’re seeing those long-term health impacts of those policy choices” (10/06/21, Environmental NGO).
A local government stakeholder explained that historically redlined neighborhoods, usually populated by people of color or Jewish people, still face challenges such as higher temperatures due to fewer trees and increased energy burden. They emphasized the importance of heat resiliency and addressing energy burden by implementing measures such as home weatherization programs and other small adjustments to help residents cope with extreme temperatures, which are not mentioned in the Climate Action Plan.
The interviewees also discussed the impact of redlining on present-day neighborhood conditions, such as tree coverage and heat vulnerability. Redlining was a practice in the 1930s and 40s where banks and mortgage companies would decide not to give mortgages to neighborhoods deemed “bad,” often where people of color or Jewish people lived. These neighborhoods were considered “hazardous” or “definitely declining.” These antiquated maps have generational impacts and have created systemic oppressive housing practices.
To explore the contemporary implications of these historical inequitable practices, our study uses the Tree Equity Score (TES) developed by American Forests, a non-profit organization committed to the restoration of large forests in natural landscapes to enable their adaptation to the impacts of climate change [58]. The TES is a nationwide metric calculated at the neighborhood level (Census block group), ranging from 0 to 100, that measures the equitable distribution of tree benefits to communities, prioritizing areas with lower scores for tree planting based on the extent to which low-income communities, communities of color, and those disproportionately impacted by extreme heat and other environmental hazards currently access these benefits [59]. Achieving socially equitable tree canopy coverage is crucial for creating healthier and more resilient urban environments. This approach not only enhances ecosystem services but also facilitates benefits such as job creation and improved quality of life. Through the provision of necessary green infrastructure, especially in underserved areas, equitable tree distribution plays a pivotal role in mitigating environmental challenges while promoting community well-being and sustainability.
Fig 3, generated in ArcGIS, overlays the TES and Norfolk’s redlining map, offering a stark visual representation of how historical redlining correlates with current disparities in tree canopy coverage [58]. By illustrating the intersection between historical housing discrimination and current environmental challenges, we underscore the necessity of integrating equity-focused metrics like the TES into urban planning and policy decision-making. The different grades represent the Home Owners’ Loan Corporation’s (HOLC) judgement on a neighborhood’s risk level. Grade A (green outline) is “Best”, grade B (yellow outline) is “still desirable”, grade C (orange) is “definitely declining”, and grade D (red) is “hazardous” [60]. Fig 3 provides a visual representation of the disparities between neighborhoods and highlights the connection between historical redlining practices and current tree canopy coverage. A lower score of 44 corresponds to worse health outcomes, a larger population of people of color, unemployment, youth population, and poverty. The higher score of 94 has nearly met their tree canopy goal. The tree canopy goal is a target for equitable tree coverage that takes into account the population density of an area, adjusted from generalized natural biome baseline targets selected with the assistance of the United States Department of Agriculture Forest Service.
This visualization highlights the disparities in urban greening relative to historical redlining practices. Data sourced from Tree Equity Score [58] and Mapping Inequality: Redlining in New Deal America [60], generated originally by the authors using ArcGIS Pro.
An academic stakeholder expressed their belief that investing in resilience to combat excessive heat is not a sustainable long-term solution and instead encourages migration away from high-risk areas. They argued that the costs of investing in resilience are immense and do not substantially reduce the risk of excessive heat. Another stakeholder highlights the importance of addressing heat-related issues and energy burden, which are often overlooked. They summarized their position by stating, "The bottom line is, there’s not enough money. And you have to rely on all of those sources and figure out wisely how to use them" (11/10/21, Academic Research Institution).
5. Discussion and concluding remarks
This study underscores the criticality of integrating social equity into coastal climate adaptation policy based on a series of semi-structured interviews with key stakeholders in the domain of climate adaptation policy making in the City of Norfolk, Virginia. A significant hurdle we identified is the variability in perspectives on social equity, reflected in the spectrum of the definitions provided for social equity and the different methodologies used to incorporate it into planning [5]. While communities and governments attempt to address social equity, difficulties in defining and measuring it hinder decision-makers’ ability to justify its inclusion and implementation. As one academic stakeholder described, "When it comes to white papers, I don’t really have a way to measure [social equity], but we try to address it" (11/10/21, Academic Research Institution).
The United States has an escalating wealth gap that exacerbates the challenges coastal cities encounter, outpacing state welfare or other social safety nets such as flood insurance subsidies [61]. When decision-makers lack adequate metrics to validate their objectives, policies and programs risk perpetuating inequity. The interviews conducted in this study revealed a reliance on indices developed at the state and federal levels to measure and evaluate social equity at a local level. These indices lack the local and regional social context needed to properly assess equity for a specific community, climate risk, and adaptation solution [62,63]. As aggregates of metrics, the composite indices can be useful tools for recognizing patterns and identifying vulnerable communities; however, they may obscure important tradeoffs in decision-making and coastal climate adaptation planning. These concerns necessitate the creation of localized metrics designed with the unique social context and climate risks of the communities in mind, to counteract the shortfall in existing indices.
To effectively achieve socially equitable outcomes, it is crucial to recognize the inherent tension between striving for diversity and inclusivity in adaptation decision-making and the competing priorities and power dynamics within targeted marginalized. As communities integrate marginalized populations into climate adaptation planning, they must navigate conflicting views and interests that often arise. While inclusivity is essential, it can lead to antagonistic perspectives among stakeholders with differing values and visions [7,28]. Community engagement strategies can fall into common pitfalls such as misrepresentation, tokenizing, and extractive engagement, which can exacerbate social inequities. This was exemplified in the discussion from a state government stakeholder of including one tribal community in the Virginia Coastal Resilience Technical Advisory Committee (TAC), a group codified in 2022 to assist with developing, updating, and implementing the Virginia Coastal Resilience Master Plan by ensuring risk evaluations and project prioritization. How is one tribe representative of all tribal communities in Virginia?
This paper aims not to discredit or discourage current efforts in coastal adaptation planning but to encourage advancements in integrating social equity into these efforts. Much like striving towards the perfect union in a democracy, environmental justice is an ideological goal that a climate-aware society should aspire to achieve. By establishing clear, measurable goals for social equity, stakeholders can build tangible tools and metrics to evaluate progress [6]. Examples include specific socio-economic targets or environmental benchmarks that directly address issues of equity. Long-term commitment to social equity and sustainability, addressing root causes of environmental and social injustices, is a must to mitigate climate risks [64,65]. This involves tackling underlying drivers of environmental and social injustices, such as historical disinvestment in certain communities or limited access to resources and opportunities. Engaging diverse stakeholders, including community members, policymakers, and industry leaders, ensures inclusive and equitable decision-making processes [66]. This is important in all sectors, but interviewees mention the impracticality of academic research solutions. One local government stakeholder describes several barriers when working with academic partners for academic help, including preconceived solutions, short course durations, difficult academic experts, and a shortage of professionals with specialized expertise. As the interviewee says, "We have been very hesitant to work with academic organizations or outside stakeholders on buyout projects, because of the deep history that we have in Norfolk for urban renewal projects that have had a similar sort of ’this is what’s best’ approach" (10/04/21, Local Government). It is recommended that academic research for coastal climate adaptation engage those most impacted, understand the goals of the community, and apply research findings in a manner that ensures projects are socially and politically feasible and have community support.
There are however several recent efforts that aim to address the challenges of coastal climate adaptation more effectively while incorporating social equity concerns and community support. The Resilience Adaptation Feasibility Tool (RAFT) is one such initiative that helps to ensure that projects are equitable, sustainable, and have the support of the community [23]. It engages stakeholders, identifies and addresses equity concerns, and considers the goals and needs of the community to apply research findings in a socially and politically feasible manner. The tool facilitates the participation of those most impacted by the projects in the planning and decision-making process, thereby ensuring that projects align with the practical needs and goals of the organization seeking help [23].
The RAFT is characterized by a multi-phased approach—scorecard assessment, action checklist development, and project implementation—integrating equity throughout each stage. Notably, the RAFT has been applied in diverse settings across Virginia, demonstrating its adaptability and effectiveness in rural localities with varying capacities. These applications have underscored the RAFT’s capacity to foster inclusive community engagement, address social and economic dimensions of resilience, and facilitate targeted actions towards building equitable resilience [67].
One particularly illuminating example of RAFT’s application includes its use in Old Dominion University’s (ODU) collaboration on Maritime Autonomous Surface Vessels (Hydrone project) supported by the RAFT program and the Commonwealth Center for Recurrent Coastal Flooding (CCRFR) [68]. The Hydrone, equipped with an echosounder and camera system, was deployed to map shoreline changes and assess onshore-offshore sediment dynamics in Colonial Beach, Virginia. This data collection effort informed the development of a "State of the Beach Report," which became instrumental in the town’s resilience planning and grant application efforts for addressing the long-term effects of climate change on beach erosion. This example underscores the RAFT’s role in enabling community-led resilience planning that not only addresses physical vulnerabilities but also integrates social equity considerations by focusing on the needs of vulnerable populations and enhancing community engagement in resilience projects.
Substantial work is still needed in the areas of equitable investment allocation and strategic retreat. Interviewees provided direct recommendations for communities, such as investing more money in coastal resiliency, initiating strategic retreat, and coordinating regionally. These initiatives must be executed with sensitivity to vulnerable communities, and strategies should be geared towards enabling the communities to engage in the decision-making process. Regional coordination could further augment the implementation of these measures by facilitating resource sharing and action [69].
Heat as a climate risk garners less attention in policy, programs, and projects. Excessive heat was identified during the interviews as having a direct link to historical inequities within Norfolk connecting heat to tree canopy development and policy injustices like redlining. Heat is the primary climate-related killer in the US, disproportionately impacting socially vulnerable communities. Statistical evidence shows a connection between redlining practices that deemed areas “hazardous” and consistently hotter land surface temperatures [70]. Investing in tree canopy development for lower-income neighborhoods and communities will have the added benefit of removing carbon dioxide from the atmosphere through plant carbon uptake. Adaptation strategies that have multiple benefits and focus on low-income neighborhoods can be considered equitable solutions, but it is important to keep in mind the risk of green infrastructure gentrification, which can be reduced by engaging local stakeholders from trusted community organizations [71].
One of the most significant limitations of this study is that while the extended interview sample size is large, it is small compared to the vast network of stakeholders and Indigenous rights holders in the area. Future research could engage more residents, including private industry representatives, utilities, citizens, non-citizens, tribal communities, people experiencing homelessness, and other marginalized groups often absent from the conversation, to gather a more comprehensive understanding of the challenges and solutions in incorporating social equity into climate adaptation strategies. Moving forward, a key challenge in climate adaptation planning lies in bridging the gap between diverse perspectives on social equity’s role in resilience-building efforts.
Another notable limitation is our focus on Norfolk as a single case study which could limit the generalizability of our findings to other regions or contexts. However, we argue that studying Norfolk presents unique advantages. Norfolk is a pioneer in dealing with a multitude of environmental and socioeconomic issues tied to climate change, thereby offering valuable insights that could be applied in other coastal cities facing similar challenges. Multiple case studies in different communities facing similar challenges to Norfolk could be beneficial for comparing and identifying best practices.
Despite these limitations, we believe that our study provides value for further research in this field. By recognizing and addressing these challenges, and by leveraging the insights gained from this study, we hope to contribute to more equitable and sustainable coastal climate risk management strategies. This, in turn, can enhance community resilience against impending climate threats. Our findings highlight the importance of developing localized, equity-focused adaptation strategies that are informed by the specific socio-economic and environmental contexts of vulnerable communities.
This study underscores the necessity for inclusive stakeholder engagement in climate adaptation planning. The perspectives gathered from a diverse array of stakeholders reveal critical gaps in current practices and suggest areas for improvement, such as the need for more comprehensive measures of social equity and the integration of community voices in decision-making processes. These insights can inform planning research and practice by advocating for more participatory approaches and equity-driven metrics in climate adaptation planning, thereby enhancing the resilience of coastal communities to the multifaceted impacts of climate change.
Our research contributes new knowledge to the field by elucidating the barriers to, and opportunities for, integrating social equity into coastal climate adaptation policy and practice. It serves as a call to action for researchers, policymakers, and practitioners alike to prioritize equity in climate adaptation efforts, ensuring that the most vulnerable communities are not only protected from climate risks but also actively involved in shaping their resilient futures.
Supporting information
S1 Appendix. Social equity related tools identified by stakeholders.
VIMS Vulnerability Index metadata described the metrics and methodology [72]. The VIMS mapping tool included the definition of social vulnerability under the classification overview [48]. The metrics were described in a metadata sheet along with the methodology. The poverty ratio is both described and the metrics are described by the US Census Bureau [49]. The Environmental Justice Tool which is provided by the US Environmental Protection Agency defines Environmental Justice on their page [50], the EJ indexes [73], the demographic indicators [74], and the environmental indicators [75].
https://doi.org/10.1371/journal.pclm.0000516.s001
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