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Social scientists, geographers, criminologists, and health scientists are often tasked with finding data to best capture the impact of "community context" on individual outcomes, including residential services, physical resources, and social institutions. One outlet for such data in Canada is Digital Map Technologies Inc. (DMTI) Spatial, which offers a national repository of over one million businesses and recreational points of interest. The database is generated through CanMap Streetfiles, which includes geocodes of each point's precise location. These data are available to researchers from their university data library and Esri Canada, but primarily available to private sector and government markets. That said, the goal of the current paper is to encourage researchers to access this rich yet under‐utilized data source. Each service, business, or resource in the DMTI Spatial database is assigned to a respective category using Standard Industrial Classification codes and North American Industrial Classification System codes. It is not clear, however, which is the more reliable coding criteria. We provide an overview of our review of DMTI Spatial data and take‐away suggestions for using this valuable resource for future research on meso‐level residential markers. Key messages: The goal of this paper is to outline existing data source(s) and measures from DMTI Spatial that might help capture meso‐level residential institutions.We recommend "best practices" for using DMTI Spatial data in researchers' own work to capture neighbourhood resources/amenities, or the social infrastructure of the community using either Standard Industrial Classification codes or North American Industrial Classification System codes.We conclude that Standard Industrial Classification codes in DMTI Spatial enhanced points of interest data are more complete—and more accurate—than North American Industrial Classification System codes. [ABSTRACT FROM AUTHOR]

Territorial inequalities have long been a subject of study and concern in Canada. In the face of large structural changes such as industrial shifts and the decarbonization of our economies, there is an urgency to understand such inequalities and design effective policy interventions for those places facing persistent economic decline. This paper shares a novel composite index that measures economic disparity across Canadian Census Subdivisions (CSDs) using Census data from 2001 through 2016 and the 2011 National Household Survey. Named the "Index of Economic Disparity," it is comprised of an equally weighted average of four sub‐indices that assign percentile rankings for all CSDs based on whether they experience persistent and substantial decline in key economic areas: population, labour force outcomes, working‐age share of population, and industrial diversity. The variation of outcomes across geographies—urban and rural—highlights the importance of place‐based policies. [ABSTRACT FROM AUTHOR]

Since its original formulation, various extensions of the Kuznets hypothesis have been proposed. In this paper, we make use of a unique panel dataset of Canadian regions to test whether inter‐personal income inequality increases once the initial inverted‐U pattern is completed. Our results support the notion of a sideways S‐shaped curve describing a wavelike decrease to increase shift, with a turning point in the late‐1990s/early‐2000s where inter‐personal inequality across regions "bottoms out" before alternating to an upward‐sloping trajectory. While there are many factors associated with this reversal of trends, we find evidence that a region's size plays a role in explaining the more recent rise in inequality. [ABSTRACT FROM AUTHOR]

Since the late 1980s, there has been no explicit regional policy in Canada. Indirectly, though, equalization payments, industrial policies, as well as regional agencies encouraging the adoption of federal industrial and innovation policies, impact regional economies. In 2017, the federal government appeared to alter its approach: the Supercluster initiative was announced, drawing upon the idea that localized networks of interrelated firms can generate innovation and local development. In this paper, we discuss the mechanisms through which spatially focused industrial innovation policy can lead to regional development. We then focus on Canada's Ocean Supercluster initiative. The question we address is as follows: to what extent can this initiative (and, more widely, Canada's Supercluster policy) be understood as a regional development strategy driven by a coherent rationale for regional intervention? Apart from the fact that each Supercluster focuses on a pre‐existing core of firms located within a region, there is little evidence that the Supercluster initiative has regional development objectives or impacts. Key messages: In 2018, Canada's federal government implemented the Supercluster policy. Five regionally focussed clusters were selected for support for business‐led innovation initiatives.Superclusters were presented as a means both to develop regional economies and to enhance Canada's global innovation impact, in a manner similar to Europe's smart specialization.Despite the initial regional dimension, Superclusters are geared towards national, not regional, objectives and do not focus upon regional development processes. [ABSTRACT FROM AUTHOR]

Canada's immigration policy is regarded globally as a best practice model for selecting highly skilled migrants. Yet, upon arrival many immigrants face challenges integrating into employment. Where immigrants settle is one factor that has been shown to impact on employment integration. In Canada, regionalization policies have resulted in more immigrants settling in small to mid‐sized cities. It is important to understand how these local systems are organized to promote immigrant integration into employment. Using a systems approach, this paper presents a case study of immigrant employment in a mid‐sized city in Ontario, Canada. Through a document review and stakeholder interviews, a systems map was developed, and local perspectives were analyzed. Results demonstrate that in a mid‐sized city, few organizations play a large role in immigrant employment. The connections between these core organizations and the local labour market are complex. Any potential challenges to the system that interfere with these connections can cause a delay for newcomers seeking employment. As cities begin to experience growth driven by immigration, there is a need to ensure local services are not only available but also working effectively within the larger employment system. Key messages: An important focus of Canada's immigration policy has been to improve employment integration locally.Using a systems approach allows mid‐sized cities to identify local services and how they are connected to promote employment integration of newcomers.Greater connectivity between services can streamline the employment process for immigrants settling in mid‐sized cities. [ABSTRACT FROM AUTHOR]

The American eel (Anguilla rostrata) has long been regarded as a panmictic fish and has been confirmed as such in the northern part of its range. In this paper, we tested for the first time whether panmixia extends to the tropical range of the species. To do so, we first assembled a reference genome (975 Mbp, 19 chromosomes) combining long (PacBio and Nanopore and short (Illumina paired‐end) reads technologies to support both this study and future research. To test for population structure, we estimated genotype likelihoods from low‐coverage whole‐genome sequencing of 460 American eels, collected at 21 sampling sites (in seven geographic regions) ranging from Canada to Trinidad and Tobago. We estimated genetic distance between regions, performed ADMIXTURE‐like clustering analysis and multivariate analysis, and found no evidence of population structure, thus confirming that panmixia extends to the tropical range of the species. In addition, two genomic regions with putative inversions were observed, both geographically widespread and present at similar frequencies in all regions. We discuss the implications of lack of genetic population structure for the species. Our results are key for the future genomic research in the American eel and the implementation of conservation measures throughout its geographic range. Additionally, our results can be applied to fisheries management and aquaculture of the species. [ABSTRACT FROM AUTHOR]

When brought together, Indigenous and Western sciences offer holism that can strengthen research and monitoring, yet the practices and processes of bridging these sciences are not well understood. We sought to elucidate bridging through a systematic realist review of coastal and marine research and monitoring studies that use methods for gathering Indigenous scientific knowledges and methods for collecting natural sciences data from across Inuit Nunangat (Inuit homelands in Canada; n = 25 case studies). We identified three decision points that shape projects co‐developed by researchers and Inuit communities: research objectives, method bundles (the totality of methods used in a case study), and method sequencing (the order of application of methods in a case study). Example case studies from the review are included to highlight some of the diversity of research pathways available. We discuss areas for further reflection, including method bundle composition, imbalances in method sequences, path dependency and research fatigue, research context, and most importantly, bridging as a relational rather than technical endeavour. We suggest that bridging sciences can, but need not be, a complex undertaking. This paper provides practical details to facilitate cross‐cultural research partnerships at a time of immense environmental and social change. [ABSTRACT FROM AUTHOR]

This paper examines the resilience of Canadian cities to the 2020 economic crisis that followed the 2019 coronavirus pandemic. It specifically investigates the resistance and recoverability (i.e., very short‐term recovery) dimensions of resilience. It reveals that Canadian cities exhibited heterogeneous resiliency to the crisis, resulting in economic restructuring. Further, the paper decomposed resilience into an industrial mix effect and local‐specific effect using a shift‐share analysis, to move away from the industrial‐structure dominated focus in the resilience literature by examining the influence of local‐specific effects. The analysis found that local‐specific effects played a dominant role in determining the resiliency of cities, while their industrial mix had a marginal influence. Moreover, the determinants of resilience are complex having different effects and functions depending on the dimension of resilience under examination. Also, the determinants of resilience may change depending on the type of shock cities experience. A key policy implication is that localities' capabilities largely determine their resilience. [ABSTRACT FROM AUTHOR]

The migration literature focusing on understanding interactions between immigrants' integration and transnationalism is replete with mixed findings. However, contemporary consensus among migration scholars suggests that immigrants' integration and transnational connections can occur simultaneously. Focusing on transnational dating—which is understudied—this exploratory study draws on an online qualitative survey with five Ghanaian male immigrants in southwestern Ontario, Canada, to explore how immigrants' attachment to the host society, homeland, and "elsewhere" shape transnational dating behaviour. Transnational dating is conceptualized in this paper as dating partners that live part or most of their life or time detached from each other, yet hold together and create a sense of shared welfare and harmony, namely "datehood" that surpasses national borders. Using the integration‐transnationalism matrix as the theoretical framework, this paper demonstrates that the roles of integration and transnationalism should not be seen as separate influences on participants' transnational dating behaviour given participants' strong attachment to the host society, sending country, and "elsewhere." Importantly, our finding indicates that the motivation for transnational dating is related to transnational connections rather than not feeling integrated into Canadian society. Overall, the finding contributes to discourses on dating, transnational dating, transnationalism, and the conceptual framework of the integration‐transnationalism matrix. Key Messages: The migration literature focusing on understanding interactions between immigrants' integration and transnationalism is replete with mixed findings.This exploratory study has taken a critical step in stimulating a research agenda on transnational dating within the integration‐transnationalism matrix.Our finding indicates that the motivation for transnational dating is related to transnational connections rather than not feeling integrated into Canadian society. [ABSTRACT FROM AUTHOR]

While food allergy prevalence has been studied at the national level, we know little of food allergy prevalence or perceptions of prevalence/management at the local level. This paper uses Waterloo Region as a case study to 1) document self‐reported individual and household food allergy and sensitivity prevalence at the local level; 2) investigate perceptions of food allergy prevalence; and 3) explore perceived confidence in anaphylaxis management. Survey data were collected from January to March 2019. Respondents (n = 500) self‐reported individual and household food allergy and sensitivity, estimated the percentage of Canadians with food allergy, and were queried about their knowledge of food allergy management. Prevalence estimates were weighted to the structure of the 2016 Canadian Census, and univariate and bivariate analysis were conducted. Prevalence of self‐reported food allergy was 12.1% (95%CI, 8.8%‐15.3%), and prevalence of self‐reported food sensitivity was 26.3% (95%CI, 21.9%‐30.7%). When asked to estimate the percentage of Canadians with food allergy, the mean perceived percentage was 35.1% (SD = 22.96). Self‐reported prevalence of food allergy appears higher in Waterloo Region, and the estimated percentage of Canadians with food allergy is inflated. Understanding prevalence and perceptions at the local level is important for targeted allocation of public health resources to ensure safe spaces for individuals with food allergy. Key Messages: Compared to national prevalence estimates, individual self‐reported prevalence of food allergy appears higher in Waterloo Region.The estimated percentage of Canadians with food allergy is almost four times the actual self‐reported prevalence of food allergy in Canada.Inflated perception of food allergy prevalence has implications for local‐level food allergy management, to ensure safe public spaces for individuals affected by food allergy. [ABSTRACT FROM AUTHOR]

Trans and gender nonconforming (TGNC) people who make refugee claims in Canada negotiate a complex nexus of identity, belonging, and citizenship. Drawing on insights from TGNC refugees, immigration lawyers, and frontline workers, in this paper we examine the ways the state controls the trans body through the refugee claims process and in the process of integration into life in Canada, while also highlighting trans refugee methods of survival and resistance. What emerges is an understanding of the ways that refugees navigate the tension between gender, sexuality, and homecoming as both intimately felt and geopolitically managed. We convey TGNC refugee narratives to demonstrate how they both confirm and expand upon the existing literature on Canadian LGBTQ+ refugees. TGNC refugees' experiences at the Immigration and Refugee Board confirm insights from existing LGBTQ+ refugee studies. However, TGNC refugees' day‐to‐day lives differ significantly from LGB refugee lives as recounted in the literature. In TGNC refugees' attempts to access gender‐affirming documentation, healthcare, housing, and income, they confront distinct systems of transgender exceptionalism, border imperialism, and racial and heteropatriarchal capitalism that limit their access to basic necessities and impact how they build home both conceptually and materially. Key Messages: Refugee narratives elicited at the Immigration and Refugee Board follow a logic of "transgender exceptionalism" and often diverge from the complexity of Trans and gender nonconforming (TGNC) refugee experiences.TGNC refugees experience barriers to accessing housing, healthcare, adequate documentation, and employment due to histories and systems of oppression.These narratives demonstrate that the trans refugee homemaking process is implicated in nationalism, but also shows the needs to push against this limiting frame. [ABSTRACT FROM AUTHOR]

Changes brought about by globalization such as the growth of the travel industry and increasing interconnectivity between places have opened up new lifestyle options for Canadian retirees. Commonly called "snowbirds," thousands of Canadian retirees choose to spend their winters in warm destinations outside Canada, with most going to localities in the southern United States. Most snowbirds visit the same place every year and spend many years going back and forth between Canada and their chosen winter destination. Drawing on insights from both life‐course theory and the new mobilities paradigm, this paper considers how the cross‐border snowbird phenomenon links to wider processes related to aging. Qualitative interviews were conducted with retirees wintering in various communities in southern Florida. The findings of the study highlight the importance of understanding both aging and mobility as processes that intersect in variable ways over time to influence new geographies of aging. Key Messages: Globalization has led to increasingly complex mobility patterns among retired Canadians.New theoretical perspectives are needed to better understand evolving relationships between aging and cross‐border mobility.The mobility patterns of aging Canadians have important impacts on both sending and receiving communities and efforts must be made to understand emerging trends. [ABSTRACT FROM AUTHOR]

A new generation of greenways has emerged in recent years, the most ambitious of which are nationwide, interconnected networks of multi‐use, multi‐purpose greenways and trails, clustered under a single national vision. However, because these initiatives have been the focus of so few research studies, opportunities to glean lessons from their planning and implementation have been limited. This paper contributes to addressing this knowledge gap by presenting a comparative account of two networks, the Trans Canada Trail in Canada and Sendero de Chile in Chile. Using document analysis and interviews with officials closely involved in their development, the evolution of both networks is documented over time, emphasizing similarities and differences related to their planning and implementation. Both initiatives have faced significant challenges in reaching their connection goals and have availed themselves of a diverse range of opportunities and strategies to advance their agendas. A simple model of a virtuous cycle is proposed to highlight the positive feedback—between political and public support, sustained funding, partnership development, accessibility for urban residents, and connectivity of the network—generated by sustained network expansion over time. It is hoped that the insights offered from this analysis may offer guidance to inform the development of similar scale projects elsewhere. Key Messages: The scale and ambition of nationwide interconnected greenways and trails merits their recognition as a distinctive stage of third generation (G3) greenways, referred to here as G3+.Lessons learned from the experience of developing nationwide greenways, such as the Trans Canada Trail and the Sendero de Chile, have received limited scholarly attention to date.A model of a virtuous cycle brings attention to the reliance of large‐scale greenways development on the positive feedback between political and public support for the network connectivity. [ABSTRACT FROM AUTHOR]

With climate change, climatic optima are shifting poleward more rapidly than tree migration processes, resulting in a mismatch between species distributions and bioclimatic envelopes. Temperate hardwood tree species may take advantage of the release of climate constraints and forest management to migrate into the boreal forest. Here, we use the SORTIE‐ND forest simulation model to determine the potential for the persistence of three temperate species (sugar maple, red maple and yellow birch) when introduced at seedling stage in typical balsam fir–paper birch (BF–PB) bioclimatic domain stands of eastern Canada, quantifying the consequences on the native species composition. SORTIE‐ND is a spatially explicit, individual‐based forest stand model that simulates tree growth, regeneration and mortality. We performed a novel parameterization of the SORTIE‐ND tree growth equation allowing for the inclusion of climate modifiers on tree growth. After validating our model with data from permanent forest inventory plots, we modeled the dynamics of unharvested stands at different successional stages, as well as post‐harvest stands, after the addition of sugar maple, red maple and yellow birch seedlings at different densities. Our results show that current BF–PB domain climate conditions do not limit growth and survival of temperate species in boreal stands. Of the temperate species introduced, sugar maple had the lowest ability to grow and survive by the end of the simulation. Species assemblages of host stands were impacted by the presence of temperate species when the addition of seedlings was above 5000 temperate seedlings per hectare at the beginning of the simulation. For stands that were recently clear cut, temperate seedlings were unable to grow due to intense competition from aspen regeneration. Our results suggest that both current climate and competitive interactions between temperate species and boreal species should not impede the ability of temperate species to grow and survive in the BF–PB domain. [ABSTRACT FROM AUTHOR]

Classifying habitat patches as sources or sinks and determining metapopulation persistence requires coupling connectivity between habitat patches with local demographic rates. While methods to calculate sources, sinks, and metapopulation persistence exist for discrete‐time models, there is no method that is consistent across modeling frameworks. In this paper, we show how next‐generation matrices, originally popularized in epidemiology to calculate new infections after one generation, can be used in an ecological context to calculate sources and sinks as well as metapopulation persistence in marine metapopulations. To demonstrate the utility of the method, we construct a next‐generation matrix for a network of sea lice populations on salmon farms in the Broughton Archipelago, BC, an intensive salmon farming region on the west coast of Canada where certain salmon farms are currently being removed under an agreement between local First Nations and the provincial government. The column sums of the next‐generation matrix can determine if a habitat patch is a source or a sink and the spectral radius of the next‐generation matrix can determine the persistence of the metapopulation. With respect to salmon farms in the Broughton Archipelago, we identify the salmon farms which are acting as the largest sources of sea lice and show that in this region the most productive sea lice populations are also the most connected. The farms which are the largest sources of sea lice have not yet been removed from the Broughton Archipelago, and warming temperatures could lead to increased sea louse growth. Calculating sources, sinks, and persistence in marine metapopulations using the next‐generation matrix is biologically intuitive, mathematically equivalent to previous methods, and consistent across different modeling frameworks. [ABSTRACT FROM AUTHOR]

Background: Big data research requires public support. It has been argued that this can be achieved by public involvement and engagement to ensure that public views are at the centre of research projects. Researchers should aim to include diverse communities, including seldom‐heard voices, to ensure that a range of voices are heard and that research is meaningful to them. Objective: We explored how researchers involve and engage seldom‐heard communities around big data research. Methods: This is a qualitative study. Researchers who had experience of involving or engaging seldom‐heard communities in big data research were recruited. They were based in England (n = 5), Scotland (n = 4), Belgium (n = 2) and Canada (n = 1). Twelve semistructured interviews were conducted on Zoom. All interviews were audio‐recorded and transcribed, and we used reflexive thematic analysis to analyse participants' experiences. Results: The analysis highlighted the complexity of involving and engaging seldom‐heard communities around big data research. Four themes were developed to represent participants' experiences: (1) abstraction and complexity of big data, (2) one size does not fit all, (3) working in partnership and (4) empowering the public contribution. Conclusion: The study offers researchers a better understanding of how to involve and engage seldom‐heard communities in a meaningful way around big data research. There is no one right approach, with involvement and engagement activities required to be project‐specific and dependent on the public contributors, researchers' needs, resources and time available. Patient and Public Involvement: Two public contributors are authors of the paper and they were involved in the study design, analysis and writing. [ABSTRACT FROM AUTHOR]

While scholars acknowledge the important role played by regulators in managing ride hailing and its impacts on cities, few studies have explored the implications for developing ride hailing regulations at different levels of governance. This paper examines regulatory approaches to ride hailing in Canada's three largest metropolitan regions: Toronto, Montreal, and Vancouver. Though united by a national border, these three regions are subject to unique governance approaches, histories, and trajectories. Although ground transportation in Canada usually falls within local or municipal authority, only Toronto, amongst these three city‐regions, treats the regulation of ground transportation as a local responsibility. In both Montreal and Vancouver, which are subject to different regulatory and governance structures, ride hailing is primarily regulated at the provincial level. As a more detailed examination reveals, we can further distinguish the three metropolitan areas based on the extent of intraregional coordination and regional mobility. By introducing these two concepts, the paper explores both the intended and unintended regional impacts of ride hailing regulations. These findings are relevant not only to ride hailing, but also to broader questions about governing both regional mobility and the platform economy. Key Messages: This research examines how government authority for ground transportation in Canada's three largest metropolitan regions impacts the regulation of ride hailing.Distinctions regarding the level of government responsible for regulating ride hailing persist when comparing the Toronto, Montreal, and Vancouver city‐regions.While provincial government regulatory authority can positively influence regional transportation planning and policy, municipal‐led approaches to ride hailing enable place‐based responsiveness. [ABSTRACT FROM AUTHOR]

Introduction: The COVID‐19 pandemic has had an impact on all aspects of the health system. Little is known about how the activities and experiences of patient, family and caregiver partners, as a large group across a variety of settings within the health system, changed due to the substantial health system shifts catalysed by the pandemic. This paper reports on the results of a survey that included questions about this topic. Methods: Canadian patient, family and caregiver partners were invited to participate in an online anonymous survey in the Fall of 2020. A virtual snowballing approach to recruitment was used. Survey invitations were shared on social media and emailed to health system and governmental organizations with the request that they share the survey with patient partners. This paper focuses on responses to two questions related to patient partner experiences during the COVID‐19 pandemic. Results: The COVID‐19 questions were completed by 533 respondents. Over three quarters of respondents (77.9%, n = 415) indicated their patient engagement activities had been impacted by COVID‐19. The majority (62.5%, n = 230) experienced at least a temporary or partial reduction in their patient engagement activities. Some respondents did see increases in their patient engagement activities (11.4%, n = 42). Many respondents provided insights into their experience with virtual platforms for engagement (n = 194), most expressed negative or mixed experiences with this shift. Conclusions: This study provides a snapshot of Canadian patient, family and caregiver partners' perspectives on the impact of COVID‐19 on their engagement activities. Understanding how engagement unfolded during a crisis is critical for our future planning if patient engagement is to be fully integrated into the health system. Identifying how patient partners were engaged and not engaged during this time period, as well as the benefits and challenges of virtual engagement opportunities, offers instructive lessons for sustaining patient engagement, including the supports needed to engage with a more diverse set of patient, family and caregiver partners. Patient Contribution: Patient partners were important members of the Canadian Patient Partner Study research team. They were engaged from the outset, participating in all stages of the research project. Additional patient partners were engaged to develop and pilot test the survey, and all survey respondents were patient, family or caregiver partners. The manuscript is coauthored by two patient partners. [ABSTRACT FROM AUTHOR]

Benthic invertebrates are important trophic links in food webs and useful bioindicators of environmental conditions, but long‐term benthic organism abundance data across broad geographic areas are rare and historic datasets are often not readily accessible. This dataset provides densities of benthic macroinvertebrates collected from 1930 to 2019 during surveys in Lake Erie, a Laurentian Great Lake. The surveys were funded by the governments of the United States and Canada to investigate the status and changes in the benthic community. From the total of 21 lake‐wide and basin‐wide benthic surveys conducted in Lake Erie from 1929 to 2019, we were able to acquire data for 17 surveys, including species‐level data for 10 surveys and data by higher taxonomic groups for seven surveys. Our amassed Lake Erie dataset includes data from 11 surveys (including five with species‐level data) conducted in the western basin in 1930–2019, seven surveys (six with species‐level data) in the central basin, and eight surveys (seven with species‐level data) in the eastern basin (1973–2019). This Lake Erie dataset represents the most extensive temporal dataset of benthic invertebrates available for any of the Laurentian Great Lakes. Benthic samples were collected using Ponar or Shipek bottom dredges and taxa densities were calculated as individuals per square meter using the area of the dredge. Density data are provided for taxa in the Annelida, Arthropoda, Mollusca, Cnidaria, Nemertea, and Platyhelminthes phyla. Current taxonomy was used for most groups but, in a few cases, older taxonomic names were used for consistency with historical data. Analysis of this dataset indicates that eutrophication, water quality improvement, and dreissenid introduction were the major drivers of changes in the benthic community in the western basin, while hypoxia was a major factor in the central basin, and dreissenid introduction was the most important driver in the eastern basin. Considering the rarity of high taxonomic resolution long‐term benthic data for lake ecosystems, this dataset could be useful to explore broader aspects of ecological theory, including effects of eutrophication, hypoxia, invasive species, and other factors on community organization, phylogenetic and functional diversity, and spatial and temporal scales of variation in community structure. In addition, the dataset could be useful for studies on individual species, including abundance and distribution, species co‐occurrence, and how the patterns of dominance and rarity change over space and time. Use of this dataset for academic or educational purposes is encouraged as long as this data paper is properly cited. [ABSTRACT FROM AUTHOR]

This paper describes the fieldwork experience in rural Ghana of a Ghanaian student studying in Canada. It provides a background of self‐reflections that juxtapose the need to pay attention to the researcher's positionality and personality and how that can impact fieldwork and research outcomes. Recognizing that researchers' personalities have received less consideration in geographical qualitative research methodologies, this paper focuses on how both the researcher's positionality and personality can contribute to building rapport and sustaining relationships with the researched. I argue that while researchers' positionalities can influence access to research participants, personal traits form a backbone for building trust and sustaining relationships. I conclude that the research process can be rewarding if a common ground between the researcher and research participants is established. This can be created by building partnerships in the research process. Key Messages: While it is necessary to consider a researcher's positionality in fieldwork, it is equally important to consider the influence of their personality.Researchers' personal traits can form a backbone for building trust and sustaining relationships with their participants.While a researcher's positionality is inherited and sometimes conferred on them, personality persists over time and with different situations. [ABSTRACT FROM AUTHOR]

This paper builds on insights in feminist economic geography to critically review the literature on work in the home and provide a starting point for examining COVID‐19 pandemic‐imposed work from home measures for tertiary and quaternary sector firms and organizations. It critically reviews literature on the pandemic, working from home, and work in general, to examine lockdown‐related workplace disruptions in relation to the various forms of work that took place in the home prior to the pandemic. It argues that feminist economic geography provides a starting point for examinations of working from home during and after COVID‐19. This situates writing on social reproduction, and informal and unpaid work in the home, within the purview of our understanding of pandemic response. Following this review, the paper demonstrates this argument by interrogating Canada's "telework capacity" discourse and the decisions by white‐collar offices regarding the continuation and abatement of "digital by default" policies. The pandemic will radically shift our understanding of the meanings of both home and work, and this paper, through a critical review of key literature, suggests that feminist economic geography provides one starting point for theorizing the implications of that shift in the Canadian context. Key Messages: The COVID‐19 pandemic stands to alter work‐life conditions for households in ways that transform the role and meaning of both home and work. Feminist economic geography helps us to understand shifts to working from home in light of the COVID‐19 pandemic. An interrogation of "telework capacity" and "digital by default" reveals the various assumptions built into these discourses. [ABSTRACT FROM AUTHOR]

Pharmacogenomics (PGx)‐based personalized medicine (PM) is increasingly utilized to guide treatment decisions for many drug‐disease combinations. Notably, London Health Sciences Centre (LHSC) has pioneered a PGx program that has become a staple for London‐based specialists. Although implementational studies have been conducted in other jurisdictions, the Canadian healthcare system is understudied. Herein, the multistakeholder perspectives on implementational drivers and barriers are elucidated. Using a mixed‐method qualitative model, key stakeholders, and patients from LHSC's PGx‐based PM clinic were interviewed and surveyed, respectively. Interview transcripts were thematically analyzed in a stepwise process of customer profiling, value mapping, and business model canvasing. Value for LHSC located specialist users of PGx was driven by the quick turnaround time, independence of the PGx clinic, and the quality of information. Engagement of external specialists was only limited by access and awareness, whereas other healthcare nonusers were limited by education and applicability. The major determinant of successful adoption at novel sites were institutional champions. Patients valued and approved of the service, expressed a general willingness to pay, but often traveled far to receive genotyping. This paper discusses the critical pillars of education, awareness, advocacy, and efficiency required to address implementation barriers to healthcare service innovation in Canada. Further adoption of PGx practices into Canadian hospitals is an important factor for advancing system‐level changes in care delivery, patient experiences, and outcomes. The findings in this paper can help inform efforts to advance clinical PGx practices, but also the potential adoption and implementation of other innovative healthcare service solutions. [ABSTRACT FROM AUTHOR]

As ice sheets load Earth's surface, they produce ice‐marginal depressions which, when filled with meltwater, become proglacial lakes. We include self‐consistently evolving proglacial lakes in a glacial isostatic adjustment (GIA) model and apply it to the Laurentide ice sheet over the last glacial cycle. We find that the locations of modeled lakes and the timing of their disappearance is consistent with the geological record. Lake loads can deflect topography by >10 m, and volumes collectively approach 30–45 cm global mean sea‐level equivalent. GIA increases deglaciation‐phase lake volume up to five‐fold and average along‐ice‐margin depth ≤90 m compared to glaciation‐phase ice volume analogs—differences driven by changes in the position and size of the peripheral bulge. Since ice‐marginal lake depth affects grounding‐line outflow, GIA‐modulated proglacial lake depths could affect ice‐sheet mass loss. Indeed, we find that Laurentide ice‐margin retreat rate sometimes correlates with proglacial lake presence, indicating that proglacial lakes aid glacial collapse. Plain Language Summary: The Laurentide ice sheet grew to its greatest extent during the last glacial maximum, covering most of Canada and the northern part of the US. During its existence, lakes formed adjacent to the ice sheet as seasonal melt water filled the topography around its edge. As the ice sheet grew and melted it changed the topography of Earth's surface by warping the ground beneath the ice sheet and around its edges. In this paper we investigate how this topographic change affected lakes around the ice sheet. We find that it caused lakes to be much bigger during the deglaciation, when the ice sheet retreated and left lows in the topography that took thousands of years after the retreat to fully rebound. We also find that these lakes were deeper at the edge of the ice sheet as the ice sheet collapsed than as it grew, which might have caused faster ice sheet collapse since ice sheets lose mass faster if they end in a lake rather than if they end on land. Our finding shows that lakes might play an important role in how fast past ice sheets grew and collapsed. Key Points: We self‐consistently model proglacial lakes that form around the Laurentide ice sheet over the last glacial cycleGlacial isostatic adjustment increases the volume and lake depth of proglacial lakes during the deglaciation compared to the glaciationWhen the ice margin retreated over areas of low‐lying topography, ice retreat was faster in areas that bordered proglacial lakes [ABSTRACT FROM AUTHOR]

Most immigrants to Canada who are not refugees contribute to decisions about where they settle; resettled refugees do not. This paper illustrates how one's designated category of resettlement decisively shapes the place one begins life in Canada, and how each has a specific geographical trajectory—or geo‐script. The geo‐scripts are distinct for each category of resettlement: privately‐sponsored refugees live in the same community as the volunteers who finance and support them; government‐assisted refugees are "destined" to one of more than two dozen cities with federally‐funded refugee‐specific services; and blended visa office‐referred refugees are supported through a shared funding model between government and sponsors near whom they co‐locate. Geo‐scripts are derived from refugee categories that effectively govern the spatial settlement patterns of refugees and, in turn, shape the opportunities and outcomes of the resettlement process. Government data show that 70% of resettled refugees do not move after they arrive in Canada. The geo‐scripts of resettlement thus shape people's lives and livelihoods in Canada in fundamental ways. Drawing on interviews conducted between 2017 and 2021 with formerly resettled refugees living in four provinces who have lived in Canada for more than 20 years, locational decisions to stay or leave one's initial destination are elaborated. [ABSTRACT FROM AUTHOR]

This paper frames two generations of war resister migration from the United States to Canada and the social movements that supported them as contrapuntal histories, disparate yet woven together, and entangled across space and time. We argue that Canada has functioned at key historical moments as safe haven for war resisters from and others fleeing conflict led by the United States, but that this role was always provisional, historically contingent, and never guaranteed. It is therefore crucial to understand the social movements that arose to support the search for safe haven at different points in geopolitical relations and histories. We develop this argument with empirical research about people who migrated to Canada during wars led by the United States in Vietnam, Iraq, and Afghanistan. In documenting both generations of resister migration, we move across scales to understand the highly embodied geopolitics of these journeys, which run parallel and diverge in key ways. Our analysis thus maps the shifting history of Canada as a safe haven for those seeking refuge from the violence of war and militarism in the United States. Key messages: Two generations of US war resister migrants faced disparate outcomes in their search for protection in Canada.We offer a contrapuntal history of their migrations to Canada, the enforced patriotism, masculinity, and militarism that fueled their flight, and the social movements that supported them.While Canada has functioned as a safe haven historically, this role is always in flux and influenced by shifts in geopolitical relations. [ABSTRACT FROM AUTHOR]

Action at local scales is needed to reduce documented declines in global biodiversity. Agricultural land constitutes 6.8% of the surface area of Canada, including more than 20 million hectares of grazing pasture alone, providing habitat to many species at risk of extinction. In Canada, where a voluntary stewardship approach is the main strategy for species at risk conservation on privately owned and managed lands, the challenge is to create conservation programs that maximize participation. We reviewed research on voluntary conservation programs on agricultural lands from five Canadian provinces to understand which approaches were most effective in maximizing participation. The objective of this paper is to contribute to policy development for conservation on private lands in Canada. We highlight common themes from all five regions. Key findings include the value of establishing a local delivery agent for the program, and the importance of designing the program to be in alignment with existing agricultural operations. Private landowners may build trust with local program managers, and are more open to making subtle adjustments to their land management rather than major changes. We conclude with eight recommendations to support the development of high impact species at risk stewardship programs on agricultural lands in Canada. Key Messages: The use of a local program delivery agency that engages in meaningful, long‐term stakeholder engagement and collaboration builds trust and encourages participation.Land managers appreciate flexible and collaborative program design that aligns with current agricultural land management.Stable, long‐term organizational funding and strong financial incentives for land managers are key. [ABSTRACT FROM AUTHOR]

This paper makes a case for post‐graduate international students as an increasingly important category of immigrant entrepreneur in Canada. We draw our findings from an analysis of new provincial immigrant entrepreneur programs and interviews with international student entrepreneurs in a mid‐sized city in Atlantic Canada. We argue that three forces have become increasingly relevant in shaping immigrant entrepreneurs' opportunity structures: (1) the internationalization of higher education institutions (HEIs), (2) the corporatization of HEIs, and (3) the regionalization of immigration. We show how public policy shifts in immigration and education have expanded the opportunity structure for international student start‐ups. These entrepreneurs are navigating multiple dimensions of risk that stem from being both temporary migrants and business owners. [ABSTRACT FROM AUTHOR]

Food waste has a devastating effect on the environment, economy, and society. Within Canada, food waste is alarmingly high and on the rise. Technology and mobile applications have been theorized as a potential solution to redistribute food before it becomes waste, raise awareness of food waste, and support behaviours that reduce food waste. This paper critically reviews the literature on mobile applications' effectiveness in reducing food waste within Canadian society. This review found that mobile applications may assist households and individuals with adequate technology, time, and financial resources to reduce their food waste. However, emphasizing mobile applications alone can place the burden of food waste and inequitable food systems on individuals at the end of the food supply system. Food waste reduction needs to be part of an integrated, multifaced portfolio of interventions at governmental, industry, and individual levels. Mobile applications can serve a role in such a portfolio. Mobile applications alone do not eradicate food waste within Canada and households without adequate awareness, resources, or infrastructure. [ABSTRACT FROM AUTHOR]

Introduction: Engaging with patients about their lived experience of health and illness and their experience within the healthcare system can help inform the provision of care, health policies and health research. In the context of health research, however, operationalizing the levels of patient engagement is not straightforward. We suggest that a key challenge to the routine inclusion of patients as partners in health research is a lack of tangible guidance regarding how this can be accomplished. Methods: In this article, we provide guidance on how to codesign and operationalize a concrete patient engagement plan for any health research project. Results: We illustrate a seven‐step approach using the example of a national clinical trial in Canada and provide a patient engagement planning template for use in any health research project. Conclusion: Such concrete guidance should improve the design and reporting of patient engagement in health research. Patient or Public Contribution: The De‐Implementing Wisely Research group is informed by a national 9‐member patient partner council (PPC). The research team includes three lead patient partners who are coinvestigators on the grant that funds the program of research. Members of the council advise on all aspects of the study design and implementation. The ideas presented in this paper were informed by regular communication and planning with the PPC; specific contributions of lead patient partner authors are outlined as follows: Brian Johnston, Susan Goold and Vanessa Francis are patient partners with a wide breadth of experience in the healthcare system and health research projects. The guidance in this article draws on their lived and professional expertise. All patient partner authors contributed to the planning of the manuscript, participated in meetings to develop content and provided critical manuscript edits and comments on drafts. [ABSTRACT FROM AUTHOR]

This paper compares surface signatures of the zonally symmetric and asymmetric modes of stratospheric variability, which describe the strength of the polar vortex and a planetary wave‐1 pattern, respectively. Unlike a weak polar vortex followed by negative Arctic Oscillation–like anomalies, strong stratospheric wave activity features a polar vortex displacement with a deep planetary wave‐1 structure, resulting in positive North Atlantic Oscillation–like North American cooling in about 10 days. Moreover, the linkage between the stratosphere and surface is examined in two reanalyzes and four models of different configurations, which show more robust North American cooling following the displacement of the polar vortex due to strong stratospheric wave activity than the zonally symmetric weakening of the polar vortex. This suggests strong stratospheric wave activity acts as a better predictor for cold spells in the northern U.S. and Canada compared with a weak polar vortex. Plain Language Summary: A weak polar vortex in the winter stratosphere is likely associated with cold spells at the surface, yet there are large uncertainties in predicting surface cold events based on stratospheric signals. This study introduces a new method to separate stratospheric variability into the leading modes of zonally symmetric and asymmetric circulations. The zonally symmetric mode describes the strength of the polar vortex. A weak polar vortex is followed by cooling over northern Eurasia and midlatitude North America. In contrast, the zonally asymmetric mode characterizes a displacement of the polar vortex or a planetary wave‐1 pattern, with the positive phase featuring a high anomaly over North America and a low anomaly over Eurasia. This stratospheric wave pattern extends down to the surface, resulting in North American cooling and Eurasian warming in about 10 days. While both stratospheric modes are associated with surface cooling over North America, the linkage is more robust for the displacement than the zonally symmetric weakening of the polar vortex, based on analyses of several reanalyzes and models. This indicates that strong stratospheric wave activity serves as a better predictor for cold air outbreaks in the northern U.S. and Canada than the commonly used weak polar vortex events. Key Points: Distinct North American cooling signatures follow zonally symmetric and asymmetric modes of the stratosphereStrong stratospheric wave activity precedes positive North Atlantic Oscillation like North American coolingThe linkage between the stratospheric wave activity and the surface is robust in reanalyzes and models [ABSTRACT FROM AUTHOR]

International retirement migration involves the seasonal relocation of older adults to destinations abroad. For Canadians, this is typically done to escape winter at home in favour of warmer weather elsewhere. In this paper, we explore how Canadian newspapers chronicled the changes associated with managing the COVID‐19 pandemic in Canada, including border measures and calls to avoid non‐essential travel, and how they impacted international retirement migrants and their movements. We specifically present the findings of a framing analysis conducted of 187 newspaper articles published in 2020, identified through the Canadian Newsstream Database. The framing analysis identified three ways in which Canadian international retirement migrants were discussed in relation to the pandemic and the changed spatio‐temporal realities that affected their transnational movements. First, they are a group who altered their consumer practices, which had economic impacts at home and in their usual seasonal destinations. Second, they are a group who faced considerable uncertainty with regard to travel and movement, among other things, as the pandemic unfolded in 2020. Finally, Canadian international retirement migrants sought stability in a number of ways, both in terms of their social networks and living arrangements at home and abroad. Key Messages: The lives and seasonal movements of Canadian international retirement migrants were greatly impacted by the COVID‐19 pandemic and measures put in place to manage the spread of the virus.Newspaper coverage of Canadian international retirement migrants from 2020 framed them as altering consumer practices, facing uncertainties, and seeking stability in response.These responses form an interesting dualism because the COVID‐19 pandemic introduced both challenges and opportunities for Canadian international retirement migrants in 2020. [ABSTRACT FROM AUTHOR]

The spatial variability of population aging in rural areas of Canada, and the demographic processes that underlie these areal patterns, are reasonably well understood. Research to date emphasizes processes of population redistribution (e.g., net out‐migration), regional economic change (e.g., resource‐based economic restructuring), and chronologically‐centred models of bodily decline as the major features of population aging in rural contexts. This literature has informed a wide range of gerontological research and policy, but there is much more to be said about becoming older in rural Canada. In this paper, we present the outline of a post‐representational approach to rural aging. We consider the influence of relational and non‐representational forces acting on the experience of aging in rural Canada. We then draw on reflections of earlier work in a particular geographic setting as a means to tease out "more‐than‐representational" considerations for discussion. We also echo recent calls to address a "blind spot" in geographic scholarship that overlooks the considerable extent to which older persons re‐shape their community environments. We conclude with an invitation for a greater engagement with older person/place transformations, including closer attention to the processes and performances of "aging‐through‐place" in other Canadian settings. [ABSTRACT FROM AUTHOR]

People experiencing homelessness are simultaneously socially and physically mobile. Individuals move through periods of housing stability and houselessness and varying degrees of financial (in)stability, and between different geographic spaces. Research concerning homeless mobilities emphasizes moves within cities and reveals seven factors deserving attention: housing; labour markets; social, health, and justice services; personal health; the attributes of different places; interpersonal networks; and how mobility is socially differentiated. However, the extent to which these factors shape homelessness and inter‐regional mobilities is unclear. Addressing this gap, I explore 612 people's moves using data collected from five Canadian cities. By analyzing participants' inter‐regional moves over ten years, I identify ten themes of homeless inter‐regional mobility in Canada including: interpersonal networks, the attributes of different places, labour markets and personal finances, the use of movement for personal growth, health and social services, residential mobilities, legal and health institutions, substance abuse and dependence, personal security, and travel. I find that the structures, institutions, resources, and personal experiences that produce homelessness simultaneously push people between places. Amidst an increasing emphasis aimed at understanding homeless experiences in Canada, this paper provides an overview of the inter‐regional mobilities of people experiencing homelessness in Canada. Key Messages: Examining mobility clarifies why people become and remain homeless.People move between different regions in Canada as a way to cope with housing precarity and homelessness.Social connections, the influence of different places, and personal finances also drive people to move between different locations. [ABSTRACT FROM AUTHOR]

Objective: To shorten the Patient Engagement In Research Scale (PEIRS) to its most essential items and evaluate its measurement properties for assessing the degree of patients' and family caregivers' meaningful engagement as partners in research projects. Methods: A prospective cross‐sectional web‐based survey in Canada and the USA, and also paper‐based in Canada. Participants were patients or family caregivers who had engaged in research projects within the last 3 years, were ≥17 years old, and communicated in English. Extensive psychometric analyses were conducted. Results: 119 participants: 99 from Canada, 74 female, 51 aged 17‐35 years and 50 aged 36‐65 years, 60 had post‐secondary education, and 74 were Caucasian/white. The original 37‐item PEIRS was shortened to 22 items (PEIRS‐22), mainly because of low inter‐item correlations. PEIRS‐22 had a single dominant construct that accounted for 55% of explained variance. Analysis of PEIRS‐22 scores revealed the following: (1) acceptable floor and ceiling effects (<15%), (2) internal consistency (ordinal alpha = 0.96), (3) structural validity by fit to a Rasch measurement model, (4) construct validity by moderate correlations with the Public and Patient Engagement Evaluation Tool, (5) good test‐retest reliability (ICC2,1 = 0.86) and (6) interpretability demonstrated by significant differences among PEIRS‐22 scores across three levels of global meaningful engagement in research. Conclusions: The shortened PEIRS is valid and reliable for assessing the degree of meaningful patient and family caregiver engagement in research. It enables standardized assessment of engagement in research across various contexts. Patient or public contribution: A researcher‐initiated collaboration, patient partners contributed from study conception to manuscript write‐up. [ABSTRACT FROM AUTHOR]

Why are some cities more compact than others? We argue that riskier housing markets have a costlier real option; developers would require greater compensation to build now—thus, developers are being incentivized to delay, giving rise to more compact cities. We test this hypothesis cross‐sectionally for Canada's 11 largest census metropolitan areas. We interpret satellite imageries and estimate a hierarchical spatial autoregressive model to account for both the hierarchical and the spatial structure of our data. Our results show that, on average, a one‐percentage‐point increase in price risk reduces urban land coverage in the fringe by about 0.7 percentage point. [ABSTRACT FROM AUTHOR]

Species vary in their responses to urban habitat; most species avoid these environments, whereas others tolerate or even thrive in them. To better characterize the extent to which species vary in their responses to urban habitat (from this point forwards "urban tolerance"), we used several methods to quantify these responses at a continental scale across all birds. Using open access community science‐derived data from the eBird Status and Trends Products and two different types of high‐resolution geospatial data that quantify urbanization of landscapes, we calculated urban tolerance for 432 species with breeding ranges that overlap large cities in Canada or the USA. We developed six different calculations to characterize species‐level urban tolerance, allowing us to assess how each species' relative abundance across their breeding range varied with estimates of urban habitat use and intensity. We assessed correlations among these six indices, then compressed the two best‐performing indices into a single principal component (multivariate urban tolerance index) that captured variation in urban tolerance among species. We assessed the accuracy of our single and multivariate urban tolerance indices using 24 test species that have been well characterized for their tolerance or avoidance of the urban habitat, as well as with previously published, independent urban tolerance estimates. Here, we provide this new dataset of species‐level urban tolerance estimates that improves upon previous metrics by incorporating continental‐scale, continuous estimates that better differentiate species' tolerance of urban habitat compared with existing, categorical methods. These refined metrics can be used to test hypotheses that link ecological, life history, and behavioral traits to avian urban tolerance. The dataset is licensed as CC‐By Attribution 4.0 International. Users must appropriately cite the data paper and dataset if used in publications and scientific presentations. [ABSTRACT FROM AUTHOR]

Benthic invertebrates are important trophic links in aquatic food webs and serve as useful bioindicators of environmental conditions because their responses integrate the effects of both water and sediment qualities. However, long‐term data sets for benthic invertebrate assemblages across broad geographic areas are rare and, even if collected, historic data sets are often not readily accessible. This data set provides densities of benthic macroinvertebrates for all taxa collected during lake‐wide surveys in Lake Ontario, a Laurentian Great Lake, from 1964 to 2018. This information resulted from surveys funded by the governments of the United States and Canada to investigate the status and changes of Lake Ontario benthic community. Of the 13 lake‐wide benthic surveys conducted in Lake Ontario over the course of 54 yr, we were able to acquire taxonomic data to the species level for 11 of the surveys and data to the group level for the other two surveys. Density data are provided for taxa representing the Annelida, Arthropoda, Mollusca, Cnidaria, Nemertea, and Platyhelminthes phyla. Univariate and multivariate analyses revealed that the compositional structure of Lake Ontario invertebrate assemblages differed markedly by depth and were also significantly altered by the Dreissena spp. invasion in early 1990s. The introduction of invasive dreissenids has changed the community historically dominated by Diporeia, Oligochaeta, and Sphaeriidae, to a community dominated by quagga mussels and Oligochaeta. Considering the rarity of long‐term benthic data of high taxonomic resolution in lake ecosystems, this data set could be useful to explore broader aspects of ecological theory, including effects of different environmental factors and invasive species on community organization, functional and phylogenetic diversity, and spatial scale of variation in community structure. The data set could also be useful for studies on individual species including abundance and distribution, species co‐occurrence, and how the patterns of dominance and rarity change over space and time. Use of this data set for academic or educational purposes is encouraged as long as the data source is properly cited using the title of this Data Paper, the names of the authors, the year of publication, the journal name, and the article number. [ABSTRACT FROM AUTHOR]

The Eastern Canada (ECA) Flocks data set consists of manually annotated images from the Common Eider (COEI, Somateria mollissima) Winter Survey and the Greater Snow Geese (GSGO, Anser caerulescens atlanticus) Spring Survey. The images were taken in eastern Canada using fixed‐wing aircraft and manually annotated with ImageJ's Cell counter plugins. We selected and annotated the ECA Flocks images in order to test the precision of the CountEm flock size estimation method. ECA Flocks includes 179 COEI and 99 GSGO single flock images. We cut each image manually to a rectangle that excluded large parts of the image with no birds. Both versions (original and cut) of each image are available in the data set. We manually annotated 637,555 (124,309 COEI and 514,235 GSGO) bird positions in the cut images from both surveys. Each bird has an associated "Type," which refers to species and/or sex. Sex identification was only possible for adult common eiders, because females and immature males are brown birds, whereas adult males have mainly white plumage. In the COEI images 64,484 males and 58,029 females, as well as 1,796 birds of other species, were identified. In the GSGO images 504,891 Snow Geese and 9,344 birds of other species were labeled. A.csv file including all annotated bird positions and types is available for each image. The COEI and GSGO photos of the ECA Flocks data set were taken in the years 2006 and 2018 and 2016–2018, respectively. We selected these photos in order to include images with different quality and resolution. COEI and GSGO flock sizes range from 6 to 4,154 and from 43 to 36,241 respectively. There is high variability in light conditions, backgrounds, and number and spatial arrangement of birds across the images. The data set is therefore potentially useful to test the precision of methods for analyzing imagery to estimate the abundance of animals by directly detecting, identifying, and counting individuals. We release these data into the public domain under a Creative Commons Zero license waiver. When you use the data in your publication, cite this data paper. Should ECA Flocks be a major part of the data analyzed in your study, you should consider inviting the ECA Flocks originators as collaborators. If you plan to use the ECA Flocks data set, we request that you contact the ECA Flocks core team to learn whether updates are available, and whether similar analyses are already ongoing. [ABSTRACT FROM AUTHOR]