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This study of patent applications and scientific publications related to batteries is unique as it includes the volume of as well as qualitative indicators for both types of publications. Using carefully elaborated strategies to identify publications relating to batteries, this study provides data to discuss the critical balance to strike between investments in research and the more innovation-related aspects. The results show that China's dominance in publication volumes increases and that research with Chinese involvement is highly cited, whereas patent applications are slightly less valued than the world average. Quality-related indicators for Canada and the United States are very high for both scientific publications and patent applications. National differences in the proportions of patent applications and scientific publications are large, with Japan at one end with three patent applications per scientific paper and Canada at the other with almost seven scientific papers per patent application. On an actor level, data for Sweden indicate how the automotive industry started to file many patent applications in the decade starting in 2010. Finally, it is noted that this new approach to study a technological field appears promising as it gives new perspectives of relevance for policy actors and others. [ABSTRACT FROM AUTHOR]

Background: Since the outbreak of COVID-19, how to reduce the risk of spreading viruses and other microorganisms while performing aerosolgenerating procedures (AGPs) has become a challenging question within the dental and dental hygiene communities. The purpose of this position paper is to summarize the evidence of the effectiveness of various mitigation methods used to reduce the risk of infection transmission during AGPs in dentistry., Methods: The authors searched 6 databases-MEDLINE, EMBASE, Scopus, Web of Science, Cochrane Library, and Google Scholar-for relevant scientific evidence published between January 2012 and December 2022 to answer 6 research questions about the risk of transmission, methods, devices, and personal protective equipment (PPE) used to reduce contact with microbial pathogens and limit the spread of aerosols., Results: A total of 78 studies fulfilled the eligibility criteria. The literature on the risk of infection transmission including SARS-CoV-2 between dental hygienists and their patients is limited. Although several mouthrinses are effective in reducing bacterial contaminations in aerosols, their effectiveness against SARS-CoV-2 is also limited. The combined use of eyewear, masks, and face shields is effective in preventing contamination of the facial and nasal region while performing AGPs. High-volume evacuation with or without an intraoral suction, low-volume evacuation, saliva ejector, and rubber dam (when appropriate) have shown effectiveness in reducing aerosol transmission beyond the generation site. Finally, the appropriate combination of ventilation and filtration in dental operatories is effective in limiting the spread of aerosols., Discussion and Conclusion: Aerosols produced during clinical procedures can pose a risk of infection transmission between dental hygienists and their patients. The implementation of practices supported by available evidence will ensure greater patient and provider safety in oral health settings. More studies in oral health clinical environments would shape future practices and protocols, ultimately to ensure the delivery of safe clinical care., Competing Interests: The authors have no conflicts of interest to declare., (Copyright © 2024 American Dental Hygienists' Association and the Canadian Dental Hygienists Association.)

Depression is a global health issue. It is spoken about everywhere and can affect anyone at any age. In the past century, medical technology and preventative medicines have increased in availability and accessibility, resulting in an increase in global life expectancy. However, as a result of increased life expectancy, the number of elderly adults have also increased. Due to chronic conditions, decreased social support, increased physical dependency and other natural events that come with age, it has caused a great number of elderly individuals to be impacted by depression. Furthermore, changes in traditional family and social structures have made it harder for the elderly to be cared for at home by their children and has resulted in an increase of elderly individuals living in nursing homes. Due to the loss of independence associated with nursing homes, it has further increased the prevalence of depression amongst the elderly. Elderly depression is not normal and can greatly impact quality of life and result in poor health outcomes, thus it is imperative that nurses address this issue. The purpose of this paper is to explore the significance of depression to the elderly population and to community health nursing, as well as to explore potential solutions for elderly depression using a strengths-based approach. Furthermore, this paper discussed implications for nursing practice on elderly depression. Depression is a serious health concern to the elderly population that nurses must address using strength and asset-based perspectives. [ABSTRACT FROM AUTHOR]

Background: Although exclusive breastfeeding is recommended for the first six months of life, research suggests that breastfeeding initiation rates and duration among Indigenous communities differ from this recommendation. Qualitative studies point to a variety of factors influencing infant feeding decisions; however, there has been no collective review of this literature published to date. Therefore, the objective of this scoping review was to identify and summarize the qualitative literature regarding Indigenous infant feeding experiences within Canada, the United States, Australia, and Aotearoa. Methods: Using the Preferred Reporting Items for Systematic Reviews and Meta-Analyses- Scoping Reviews and the Joanna Briggs Institute Guidelines, in October 2020, Medline, Embase, CINAHL, PsycINFO, and Scopus were searched for relevant papers focusing on Indigenous infant feeding experiences. Screening and full-text review was completed by two independent reviewers. A grey literature search was also conducted using country-specific Google searches and targeted website searching. The protocol is registered with the Open Science Framework and published in BMJ Open. Results: Forty-six papers from the five databases and grey literature searches were included in the final review and extraction. There were 18 papers from Canada, 11 papers in the US, 9 studies in Australia and 8 studies conducted in Aotearoa. We identified the following themes describing infant feeding experiences through qualitative analysis: colonization, culture and traditionality, social perceptions, family, professional influences, environment, cultural safety, survivance, establishing breastfeeding, autonomy, infant feeding knowledge, and milk substitutes, with family and culture having the most influence on infant feeding experiences based on frequency of themes. Conclusions: This review highlights key influencers of Indigenous caregivers' infant feeding experiences, which are often situated within complex social and environmental contexts with the role of family and culture as essential in supporting caregivers. There is a need for long-term follow-up studies that partner with communities to support sustainable policy and program changes that support infant and maternal health. [ABSTRACT FROM AUTHOR]

Introduction: In recent years, tenecteplase has been competing with alteplase as a treatment for acute ischemic stroke given its ease of administration, lower dosage, cost-effectiveness, and better safety data. This paper seeks to analyze academic literature regarding the burgeoning usage of tenecteplase as a treatment for acute ischemic stroke across the world. Method: The Web of Science database was used to collect the data from articles containing the keywords "Tenecteplase" and "Stroke" published from 1999 to 2023. The search resulted in 576 journal articles. This study analyzed metadata related to the country, institution, keywords, and date published for each article in the database pertaining to tenecteplase use for stroke. Results: The United States led in publications (260, 39.93%), followed by Australia (101, 15.51%), and a tie for third place between Canada and China (77, 11.83% each). The three most prevalent keywords were tenecteplase (N = 324), alteplase (N = 284), and thrombolysis (N = 244). The University of Melbourne and the University of Calgary were the leading institutions publishing on the use of tenecteplase as a treatment for stroke. In 2023, the number of publications on the usage of tenecteplase for stroke was the greatest, making up 24.3% of all papers on the topic. Conclusion: The surge in academic papers regarding tenecteplase in stroke in 2023 could be a good indicator of the drug's increasing prevalence as a treatment for stroke. Despite this finding, tenecteplase is currently not an FDA-approved therapy in the US as Genentech, the drug's manufacturer, has yet to file for federal approval for acute ischemic stroke treatment. [ABSTRACT FROM AUTHOR]

After having gained prominence in the late 20th century, corporate social responsibility (CSR) has emerged as a critical business aspect, adopted widely across the corporate landscape. Although family firms play a significant global role, research on their relationship with CSR performance remains sparse and inconclusive. This paper seeks to bridge this gap by employing the primary classification of family firms, the socioemotional wealth perspective, and its FIBER model to examine their influence on CSR performance. The focus is on Canadian public companies listed on the S&P/TSX Composite Index from 2014 to 2022. Utilizing the NBC Canadian Family Index, the findings suggest that family firms exhibit superior CSR performance compared to their non-family counterparts. Further analyses indicate that family firms with greater control and influence by family members, those named after the family, those with strong emotional ties, and first-generation family firms tend to have enhanced CSR performance. By developing a socioemotional wealth score through FIBER dimensions to classify family firms, this study underscores the association of family firms with higher CSR performance, validating the robustness of the results. [ABSTRACT FROM AUTHOR]

This paper analyses the Canadian government’s foreign and security policy responses to Russian disinformation in the context of the Russo-Ukrainian war. It asks whether, how, and why the government has securitised the “crisis of Russian disinformation.” The paper first briefly reviews literature on the Copenhagen’s School’s “securitisation” theory and how it has been used to explain responses to other crises. It then adopts the framework to contextualise the Canadian federal government’s official rhetoric, and then to categorise government policies and actions. The sources consulted include government actors’ reports and stated intentions and policies from 2022 to 2024. Adopting a securitisation framework reveals that Russian disinformation has been rhetorically securitised by government actors as an existential threat to national security and democratic integrity which requires urgent action. Within a context of cascading risks, the government has taken a range of distinct yet reinforcing policies and actions, some more comprehensive than others. The paper argues that together this “pervasive rhetorical securitisation” and “ad hoc practical securitisation” comprise the Canadian government’s ongoing process of partial securitisation. This process is legitimising different methods of governance: security and warfare communications (to address threats to national defence and security), democratic resilience (to address threats to democracy), and, most controversially, blocking and sanctioning (to signal discontent to the Russian regime). The analysis further reveals that each approach has different benefits and limits. The paper concludes that the securitisation process is incomplete compared to the government's rhetoric, with no over-arching organisation or strategy. It outlines implications for future research. [ABSTRACT FROM AUTHOR]

Objectives: This rapid review is designed to identify existing tools in the Canadian literature that assess the impacts of climate change on the health of perinatal families, particularly those who are equity-denied. Addressing the needs of equity-denied perinatal populations in the face of climate change is crucial to promoting equitable and inclusive perinatal care in Canada. Methods: Rapid review methodology was selected to provide evidence in a timely and cost-effective manner. PubMed/MEDLINE and gray literature (Google and Google Scholar) were searched for English and French papers published from 2013 onward. The original research question, focused on climate change and health, yielded very few relevant results. Therefore, the search was broadened to include environmental health. Garrity et al.'s (J Clin Epidemiol 130:13–22, 2021) nine-stage process was used to identify 11 relevant papers, extract the relevant data, and complete the narrative synthesis. Synthesis. This review revealed a significant lack of tools for comprehensively assessing climate-health impacts on perinatal families and equity-denied perinatal families. While Canadian perinatal health screenings focus on equity via indicators of several social determinants of health (e.g., income, social support), they largely omit climate considerations. Environmental health factors are more commonly included but remain minimal. Conclusion: Climate-health screening tools are lacking yet needed in routine perinatal healthcare. Given the seriousness of climate change, urgent engagement of health systems and healthcare workers is essential to help mitigate and adapt to climate-health challenges, particularly for perinatal families experiencing health inequities. [ABSTRACT FROM AUTHOR]

Multiple and continuous traumatic events experienced by Black men impose altering effects on their identities, and their mentalization and presentation of themselves in society. However, the unique dynamics of the impact of trauma in shaping Black men's identities are not well understood, because their experiences with trauma are not well documented. This paper is a secondary analysis of the qualitative component of a mixed method study that explored trauma, social support, and resilience among 103 racialized youth survivors of gun violence in Toronto, Canada. The analysis for this paper specifically focused on young Black male participants in the study to understand their disproportional experiences with gun violent trauma. Thematic analysis of their narrative demonstrated three themes: 1) trapped by the trauma of systemic oppression; 2) identity marred by the trauma of systemic oppression; and 3) masculinity shifted by the trauma of systemic oppression. The thematic mapping of themes and subthemes yielded the trauma-altered identity (TAI), a concept coined to represent the intersections of trauma, systemic oppression, masculinity, and the identity of Black male survivors. Using a metaphoric artwork to conceptualise the TAI, we explore its psychosocial impacts and set strategies for deconstructing its influence on Black men. While we acknowledge that trauma experiences may vary among Black males, we recognise that understanding intersections of risks associated with trauma among young Black males presents opportunities for policy discussions, advocacy, and social justice reforms. [ABSTRACT FROM AUTHOR]

A safety plateau in the construction industry has been reported in the US and Canada, which has prompted researchers to seek new factors affecting construction safety performance. Tapping into advancements in the theory of human and organizational behaviors can yield valuable new perspectives. Therefore, by leveraging the advancement of the Job Demand Control Support model in the field of occupational safety and health, this paper firstly tested the impact of one newly added hindrance stressor (i.e., interpersonal conflicts on construction sites) by researchers on organizational behaviors on the safety performance of construction workers, based on two cross-sectional studies in the US and Canada. Differentiations were made between conflicts with supervisors and conflicts with coworkers. One personal resource factor, i.e., individual resilience, was also considered in this paper. A "causal" chain that shows the mitigation impact of individual resilience on conflicts with supervisors or coworkers, and the adverse impact of conflicts with supervisors or coworkers, on unsafe events were found to hold true for both US and Canadian construction sites, based on the results from measurement invariance tests and structural equation modelling. Recommendations regarding how to improve construction workers' individual resilience and reduce interpersonal conflicts on site, thereby reducing safety incidents on site, are provided. [ABSTRACT FROM AUTHOR]

The switch to online learning required a creative solution to allow for the experiential learning outcomes of the program to be satisfied when access to physical spaces and equipment was restricted. This paper describes a collaborative process between technical and support staff as well as research and teaching faculty that led to the creation of meaningful experiential learning opportunities for over one thousand stakeholders. The implemented solutions included the development of hardware and software, the creation of documentation and training procedures for teaching assistants and designing a support system for the students. [Articles in this journal were presented at the University of Calgary Conference on Postsecondary Learning and Teaching.]

Responses to the transition to online learning during the pandemic underscores the importance of faculty engagement in professional development (PD) to enhance their teaching practices. However, the creation and offering of PD opportunities does not always lead to faculty engagement. Using a change management perspective (the ADKAR framework), this paper examines the facilitators and barriers to instructor engagement in a self-paced, online PD program addressing instructional skills for managing students' experiences of test anxiety in the classroom. Seven university faculty members participated in focus groups to share their experiences of a pilot PD program in the program. The focus group data were deductively analyzed using the ADKAR framework. Key themes were identified, corresponding to the outcomes of ADKAR: awareness, desire, knowledge, ability, and reinforcements. Findings emphasized the value of considering PD as a change project, while also recognizing staff well-being as a significant factor that impacts engagement with the change process. [Articles in this journal were presented at the University of Calgary Conference on Postsecondary Learning and Teaching.]

Purpose: The digital transformation is dramatically changing the business-to-business (B2B) sales environment, challenging long-standing views regarding the critical competencies required of salespeople. This paper aims to explore the personal traits associated with sales performance in a digital selling environment. Design/methodology/approach: Using template analysis, the researchers captured and coded over 21 h of in-depth, semi-structured interviews with senior sales leaders from various industry sectors, exploring their perceptions of the personal traits now required of B2B salespeople in the digital landscape. Findings: The research identifies three high-level trait types critical to sales success within a digital selling environment: "analytical curiosity" – the natural motivation and ability to gather and synthesize sales-related knowledge, "empathetic citizenship" – the ability to establish initial rapport while building long-term trust and "disciplined drive" – the exertion of selling effort in a highly focused and methodical manner across all stages of the sales process. Research limitations/implications: The present data came from interviews with sales leaders in Canada. A more global sample may lead to additional insights. Moreover, the sample was drawn from long-cycle B2B sales environments; conclusions may differ for short-cycle or business-to-consumer markets. Practical implications: This paper presents a framework for hiring and developing salespeople in the digital sales environment, identifying personal trait types that sales leaders should look for when hiring: analytical curiosity, empathetic citizenship and disciplined drive. The paper identifies how these trait types influence sales success, suggesting that sales leaders could coach and educate their teams to make the best use of them. Originality/value: This paper presents a conceptual framework for hiring in the digital sales environment and introduces the trait of analytical curiosity not previously discussed in the literature. [ABSTRACT FROM AUTHOR]

Based upon qualitative interviews with 54 women and men living with HIV across Ontario, Canada, this paper examines the impact of HIV criminalization on the sexual and romantic relationships of people living with HIV. This research highlights the navigation strategies people living with HIV create and employ to both navigate and protect themselves from the law. Through a thematic and intersectional analysis, this study shows how adoption of these strategies is unequal, with access to navigation strategies varying along lines of gender, race, and sexual orientation. As a result, women and racialized people living with HIV face more difficulties navigating the impact of the law. HIV criminalization in Canada fuels and validates HIV stigma and produces vulnerability both within and outside of the relationships of people living with HIV. This paper seeks to understand HIV criminalization from the perspective of those governed by the law, in hopes of producing knowledge which will contribute to legal reform, inform policy, and support the development of efficacious secondary prevention initiatives. [ABSTRACT FROM AUTHOR]

This paper focuses on the methodological and empirical challenges researchers encounter when accessing government open data through the case study of Canada's Open Government Action Plan, with a specific emphasis on datasets hosted by the House of Commons. To address these challenges, we have created an R package designed to streamline the retrieval process of datasets, that are not-so-user-friendly, from the House of Commons website. Furthermore, we have made complete datasets available in both French and English, which are the official languages of Canada, and in multiple formats to improve accessibility. Our package aims to be an invaluable resource for researchers interested in Canadian politics or conducting comparative research. Therefore, a portion of this paper is allocated to showcase the potential utility of our package. Through our research, we highlighted three crucial lessons: firstly, the heterogeneous nature of datasets requires flexibility and adaptability; secondly, open data curators encounter various challenges in addressing user-reported issues; and thirdly, there is a nuanced understanding of "openness" in government datasets. In conclusion, we reflect on the potential scalability of open data initiatives while advocating for a nuanced approach that considers the complex challenges associated with open data accessibility. [ABSTRACT FROM AUTHOR]

Background: Every year, people in Canada are evacuated due to wildland fires to avoid death, injury, and illness from fire and smoke events. Aims: In this paper, we provide an overview of evacuations recorded in the Canadian Wildland Fire Evacuation Database between 1980 and 2021. Methods: Our analysis covers evacuations in Canada from 1980 to 2021. We provide summary statistics including number of evacuations and evacuees, evacuation duration, seasonality, evacuation causes, community types, structure losses, and fatalities. We also investigate temporal and spatial patterns. Key results: Between 1980 and 2021, there were 1393 wildland fire evacuation events with 576,747 people evacuated. During this period, there was an overall increase in frequency of evacuations, number of evacuees, and duration of events. Structure loss occurred during 194 evacuation events, with 4105 homes burned. We estimate wildland fire evacuations cost at least CAD3.7 billion (excluding structural losses), jumping to CAD4.6 billion if we include productivity losses. Indigenous peoples are disproportionately impacted in wildfire evacuations compared to the general Canadian population. Conclusions: Wildland fire evacuations continue to occur across Canada and are increasing. Implications: The findings from this study give us a better understanding of the characteristics of wildland fire evacuations, which can help guide emergency management. This paper summarises data on wildland fire evacuations in Canada between 1980 and 2021. There were 1393 wildland fire evacuation events with 576,747 people evacuated, costing approximately CAD4.6 billion CDN including productivity losses. [ABSTRACT FROM AUTHOR]

Carbon dioxide removal (CDR) technologies, such as direct air carbon capture and storage (DACCS), will be critical in limiting the rise of the average global temperature over the next century. Scaling up DACCS technologies requires the support of a complex array of policies and infrastructure across multiple overlapping policy areas, such as climate, energy, technology innovation and resource management. While the literature on DACCS and other CDR technologies acknowledges the path-dependent nature of policy development, it has tended to focus on abstract policy prescriptions that are not rooted in the specific political, social and physical (infrastructural) context of the implementing state. To address this gap, this paper provides a country-level study of the emerging DACCS policy regime in Canada. Drawing on the existing literature that identifies idealized (acontextual) policy objectives that support DACCS development and effective regulation, we identify the actionable policy objectives across six issue domains: general climate mitigation strategies; energy and resource constraints; carbon storage and transport regulation and infrastructure; financing scale-up and supporting innovation; removal and capture technology availability and regulation; and addressing social acceptability and public interest. Using a database of Canadian climate policies (n = 457), we identify policies within the Canadian (federal and provincial) policy environment that map to the idealized policy objectives within each of these domains. This exercise allows us to analyze how key policy objectives for DACCS development are represented within the Canadian system, and enables us to identify potential niches, and landscape influences within the system, as well as gaps and potential barriers to the system transition process. This paper contributes to our understanding of national DACCS policy development by providing a framework for identifying components of the DAC system and linking those components to desired policy outcomes and may provide a basis for future cross-country comparisons of national-level DACCS policy. [ABSTRACT FROM AUTHOR]

Precarious careers in the games industry have long relied on the unpaid and largely feminized support of spouses and family members. This paper addresses the role of spouses and other domestic cohabitants in the production of live game broadcasts on Twitch, Amazon's world-leading platform in live video entertainment. I introduce the heuristic of the 'Twitch Spouse' to underscore the crucial role that domestic partners have played as invisible workers in the wider games industry, whose precarious conditions have been extended by the rise of at-home livestreaming. Drawing from 'playful' interviews and ethnographic observation with 12 Twitch creators located across the United States and Canada, I delineate three themes by which the partners of Twitch streamers vitally contribute to livestreaming: collaborative space production, the management of intimacy, and timekeeping. Herein, I show how a theorization of the 'Twitch Spouse' will build future pathways for recognizing the intertwined struggles of domestic and digital work within the precarious horizons of the game industry. This paper argues that Twitch streamers' conceptualizations of intimate partners' supportive labour reinforce domesticity and visibility as co-extended forces in the evolving relevance of digital labour to contemporary capitalism. [ABSTRACT FROM AUTHOR]

This paper is a collaborative interdisciplinary examination of the scientific, political, and cultural determinants of the conservation status of mammal species that occur in both Canada and the USA. We read Canada's Species at Risk Act as a document of bio-cultural nationalism circumscribed by the weak federalism and Crown–Indigenous relations of the nation's constitution. We also provide a numerical comparison of at-risk species listings either side of the US–Canada border and examples of provincial/state listings in comparison with those at a federal level. We find 17 mammal species listed as at-risk in Canada as distinct from the USA, and only 6 transboundary species that have comparable levels of protection in both countries, and we consider several explanations for this asymmetry. We evaluate the concept of 'jurisdictional rarity', in which species are endangered only because a geopolitical boundary isolates a small population. The paper begins and ends with reflections on interdisciplinary collaboration, and our findings highlight the importance of considering and explicitly acknowledging political influences on science and conservation-decision making, including in the context of at-risk-species protection. [ABSTRACT FROM AUTHOR]

This study applies a transformative sport service research approach to examine student-athletes' wellness within a collegiate sport setting. Sixteen semi-structured interviews were completed during the COVID-19 pandemic and the stop of play in Canada (early 2021). Findings denoted wellness was influenced by this time period as well as organizational factors which are within the purview of existing management practices. The study details the service environment to understand physical and mental well-being while taking into consideration the general and organizational environments which influence the student-athletes. Findings demonstrate that eudaimonic-related experiences (e.g., learning, development, relationship) are related to student-athletes' mental well-being. This research underpins the role of education, policies, and communication, which draws several implications for the service environment in a collegiate sport setting and the key stakeholders involved in producing an environment to enhance student-athletes' experience. The paper elaborates on the importance of the service environment and provides evidence of what student-athletes suggest management can change and focus their efforts on towards creating a transformative service environment. Theoretical implications for the transformative service research are put forward, including the co-creative aspects to determine programming which could contribute towards student-athletes wellness. Broader suggestions for change within the sport system and future research are also advanced. [ABSTRACT FROM AUTHOR]

Background: This manuscript is coauthored by 15 young adult Patient RESearch partners (PARES) with lived and living mental health experiences and three institutional researchers across Canada involved in a patient-oriented research (POR) study called the HEARTS Study: Helping Enable Access and Remove Barriers To Support for Young Adults with Mental Health-Related Disabilities. We share our reflections, experiences and lessons learned as we grapple with the field of POR for its lack of clarity, hierarchical structures, internalized ableism, and accessibility challenges, among others. To mitigate the difficulties of POR, we started by laying the groundwork for equality by embracing the principle of Primus Inter Pares: First Among Equals as the foundation of our approach. In this way, we began with what we know for certain: the inherent worth and dignity of young adults as equal partners, recognizing their expertise, worldviews, creativity, and capacity to contribute meaningfully and intentionally to the research that affects their lives and futures. Main Body: The manuscript underscores the need to reconceptualize meaningful engagement in POR, advocating a shift from traditional, biased paradigms that fail to address the complexities faced by young adults with mental illness. It introduces what we have termed Adaptive and Differential Engagement, underscoring the necessity of tailoring participation to individual preferences and circumstances alongside a Tripartite Compensation model that promotes fair and holistic remuneration in research collaborations. Then we discuss the approaches we have conceptualized, such as Equitable Dialogue, Trust Architecture, Community Continuum, Unity in Diversity, Shared Stewardship, and Agile Frameworks that collectively aim to overcome barriers like language intimidation, power imbalances, framework fatigue, consultation burnout, trust deficits, and systemic discrimination and exclusion. The manuscript does not seek to prescribe any universal or standardized solutions; in fact, it seeks the opposite. Instead, it offers a thoughtful and transparent contribution to the POR canon, providing resources for young adults eager to engage in research and institutional researchers aspiring to collaborate with them. Conclusion: This manuscript is a product of our collective learning and critical self-evaluation. By integrating theoretical insights with practical strategies, we present a justice-oriented blueprint for an inclusive and egalitarian approach to POR. We advocate for applications of POR that are responsive to the individualized contexts of young adult PARES, ensuring their perspectives are central to the research with the resources to take the lead should they choose. Plain Language Summary: Together with a graduate student, co-supervisors, and 15 young people from across Canada who have experience with mental health challenges, this paper looks at how research involving young adults as patient research partners can be better. We feel that the types of research that are supposed to include us are often not clear enough and make it hard to join, especially those with unique life situations and health issues. So, in this paper, we suggest a few new ways of doing things where everyone is treated equally. We call it Primus Inter PARES: First Among Equals. This means young people are just as important as anyone else in research. We want to change the old ways that do not consider our unique experiences as young people with mental health issues. We came up with new ideas like 'Equitable Dialogue' and 'Trust Architecture' to ensure everyone understands the research and feels that they can trust the process. We also suggest ways to make sure different voices are heard and that everyone has a fair chance to contribute. We do not just offer a one-size-fits-all solution; instead, we share many ways to improve research to help young adults who want to be part of research and for the researchers who want to work with us. Our paper is about making research fair and including everyone's point of view. We hope this will make the research better for everyone, especially for young adults. [ABSTRACT FROM AUTHOR]

Across Canada, school districts have been confronting a backlash to their equity and social justice initiatives. Critics of public education have been arguing that the solution to these controversies is to increase school choice. Using several examples from the United States, this paper argues that the endgame of these strategies is to undermine the legitimacy of public education and increase support for private alternatives. To protect its future viability, the paper also calls on public education advocates to grapple with ongoing marginalization within school systems which make private options increasingly attractive. [ABSTRACT FROM AUTHOR]

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Introduction: Ocean equity is a key aim of blue economy frameworks globally and is a pillar of the international High Level Panel for A Sustainable Ocean Economy. However, the Panel offers only a general definition of ocean equity, with limited guidance for countries. Canada, as a party to the High Level Panel's blue economy agenda, is developing its own blue economy strategy, seeking to reshape its ocean-based industries and advocate for new ones. How equity will be incorporated across scales is not yet known but has implications for how countries like Canada will develop their ocean-based industries. This raises important questions, including what are Canada's equity commitments in relation to its blue economy and how will they be met? Currently, the industries identified in Canada's emerging blue economy narratives are governed through both federal and provincial legislation and policies. These will shape how equity is implemented at different scales. Methods: In this paper, we examine how the term equity is defined in relevant federal and provincial legislation and look to how understandings of equity found in critical feminist, environmental justice, and climate justice scholarship could inform policy and its implementation within Canada's blue economy. We focus on two industries that are important for Canada's blue economy: offshore oil and marine salmon aquaculture in the Canadian province of Newfoundland and Labrador. We investigate how existing legislation and policy shapes the characterization, incorporation, and implementation of equity in these industries. Results and discussion: Our analysis highlights how a cohesive approach to ocean equity across the scales of legislation and policy is needed to ensure more robust engagement with social and environmental equity issues in blue economy discourse and implementation. [ABSTRACT FROM AUTHOR]

From July 2022 to December 2022, the World Data System (WDS) International Technology (ITO) and International Program (IPO) Offices conducted a review of strategic plans and technical roadmaps of all current WDS members and the set of Canadian repositories that participated in the Digital Research Alliance of Canada's CoreTrustSeal Certification Support and Funding Pilotv (Digital Research Alliance of Canada, 2022). In this paper, we describe how a new organizational assessment method was designed and utilized to identify the needs and challenges faced by the WDS and Canadian CTS Pilot members. Our method relied on reviewing public-facing documentation provided by the repositories, with a priority on strategic plans and technical road maps. In total, we reviewed 95 sources of information, including 33 strategic plans and 3 technical roadmaps describing a total of 95 out of the original 147 target organizations. In this paper, we also describe our assessment tool and the overarching challenges and goals we identified through the usage of this tool. Finally, we will describe the limitations of our methodology and provide recommendations from the World Data System on how best to assist the WDS members and the cohort of Canadian data repositories based on our findings. [ABSTRACT FROM AUTHOR]

The COVID-19 pandemic laid bare many of societies' existing social and economic inequalities, one of which is illustrated in the challenges facing food and farm workers across the food chain. Despite this upsurge in public recognition, the circumstances facing food and farm workers remain unchanged, and this lack of action is reflected within the work of food systems-focused civil society organizations (CSO) in Canada. Several authors have noted the lack of recognition of labor issues within food systems work. This paper further explores the nature of this disengagement, particularly in food systems governance work, and identifies barriers to more meaningful engagement and possible avenues to overcome these challenges. Findings draw from a set of 57 interviews conducted from 2020 to 2023 with a range of food system CSO representatives across Canada, examining their understanding of, and engagement in, food systems governance work and their involvement in labor issues (or lack thereof). The paper concludes that though there exists widespread awareness of the challenges facing food and farm workers, and a desire to engage in a more sustained fashion, many food system CSOs have not yet found the tools or pathways to do so on an organizational level. Several discursive openings are identified that offer an opportunity to leverage the heightened awareness of food and farm workers during the pandemic into concrete collective action. [ABSTRACT FROM AUTHOR]

Objectives: Statistics Canada administers the Agricultural Census every 5 years, and this paper presents unsuppressed data from the 2016 and 2021 Census. The data set encompasses detailed information on farm types, sizes, technology choices, and a demographic profile of farm operators from the 2021 Census. Data on farm characteristics and operator demographics is crucial for understanding innovation in agriculture and formulating evidence-based policies. Data description: The data sets cover the two most recent agriculture censuses of 2016 and 2021, presenting data on the number of farmers by region, farm type, size, and the adoption of technologies. Additionally, a third data set lists the number of farm operators by age and sex. The census questionnaire inquires about using different technologies, varying the types across the two census periods. Notably, there is no data suppression in these data sets, and they cover all 10 provinces in Canada, excluding the three territories. Farm types are categorized based on the North American Industry Classification System (NAICS), and farm size is measured in acres. [ABSTRACT FROM AUTHOR]

An epidemic can cause enormous damage through financial and economic losses in addition to impaired health and loss of life. Good epidemic models can provide insights into ongoing waves that may facilitate public health responses and other readiness. Epidemic systems can undergo or consist of more than two driving forces; actually, they involve several. This paper deals with the modeling epidemics with two wave dynamics. We present a mathematical model with three driving forces, which is more compatible with the biology of the epidemic than conventional bilogistic and bi‐Richards ones, which have two driving forces. Simulation results show that our proposed model can predict turning points (waves) and cumulative case numbers during the two waves of epidemics satisfactorily. As a sample examination of our proposed model against real data, we show that the second phase of a typical epidemic can be detected by using less case data past the beginning of the epidemic than the bi‐Richards model. [ABSTRACT FROM AUTHOR]

Background: On January 31st, 2023, the province of British Columbia (BC), Canada, was granted a federal exemption allowing adults (aged 18 +) to possess up to 2.5 g of select illicit drugs. The exemption will be in place for three years (2023–2026), marking the first formal decriminalization of illicit drug policy reform in Canada. BC's decriminalization initiative is premised on several goals. This project seeks to evaluate each of these goals and their individual and combined contributions to determine the overall success of this policy. Methods: The following protocol paper provides a detailed outline of a five-year (2022-2027) national evaluation of BC's decriminalization initiative, as well as the specific objectives, methodologies, and planned analyses for eight interrelated sub-studies that comprise the evaluation. These sub-studies fall under the following five topical areas of research: 1) people who use drugs (PWUD), 2) the police and the criminal justice system, 3) the general public, 4) the health services system, and 5) an economic analysis. Additional research activities may also be explored. Results: The overall evaluation and specific sub-study designs were informed by intensive stakeholder engagement. The evaluation was developed in collaboration with an international expert committee who came together to undertake a nominal group technique to decide on the final evaluation design and corresponding logic model. The evaluation will also employ an advisory board and individual sub-study working groups comprised of experts and PWUD who will oversee the development and implementation of the overall evaluation as well as each sub-study. Discussion: This evaluation will draw on implementation science research practices to evaluate and understand the full impacts of this novel drug policy experiment. Results will be widely disseminated through manuscripts, reports, presentations, and infographics, which will be adapted and tailored for specific audiences. The protocol identifies several anticipated challenges and limitations. This evaluation's evidence-based findings will be poised to offer pivotal insights that can shape and refine the discourse on drug policy and will serve as a critical resource for understanding the multifaceted impacts of decriminalization. [ABSTRACT FROM AUTHOR]

Copyright of Lifestyle Medicine (26883740) is the property of Wiley-Blackwell and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)

Since 1963 the Canadian Chiropractic Examining Board has conducted competency examinations for individuals seeking licensure to practice chiropractic in Canada. To maintain currency with changes in practice, examination content and methodology have been regularly updated since that time. This paper describes the process used by the Canadian Chiropractic Examining Board to restructure the examination to ensure it was current and to align it with the 2018 Federation of Canadian Chiropractic's Canadian Chiropractic Entry-to-Practice Competency Profile. A subject-matter-expert committee developed proposed candidate outcomes (indicators) for a new examination, derived from the competency profile. A national survey of practice was undertaken to determine the importance and frequency-of-use of the profile's enabling competencies. Survey results, together with other practice-based data and further subject-matter-expert input, were used to validate indicators and to create a new structure for the examination. The new examination is a combination of single-focus and case-based multiple-choice questions, and OSCE (objective, structured, clinical examination) methodology. Content mapping and item weighting were determined by a blueprinting committee and are provided. Administration of the new examination commenced in early 2024. [ABSTRACT FROM AUTHOR]

Concussions are increasingly recognized as a public health concern. This paper evaluates Canadian concussion care guidelines, advocating for the inclusion of a broader range of healthcare professionals (HCPs) in concussion assessment, diagnosis, and management. It emphasizes the role of chiropractors, in addition to medical doctors (MDs) and nurse practitioners (NPs), highlighting their extensive training in musculoskeletal and neurological disorders. Chiropractors are adept at managing symptoms like headache, neck pain, and dizziness, and employing evidence-based, comprehensive interventions including patient education, exercise therapy, manual therapy, cervicovestibular rehabilitation, and return-to-sport (RTS) protocols. The paper also addresses regional variations in chiropractors' roles, focusing on Ontario's "Rowan's Law," and argues that limiting aspects of concussion care (assessment, diagnosis, RTS clearance) to MDs and NPs may result in healthcare inefficiencies and inequities. The findings are significant for policymakers and healthcare leaders, indicating a need for updated concussion care guidelines that integrate and utilize diverse HCPs. This could lead to improved patient outcomes, healthcare efficiency, and equity in concussion management across Canada. [ABSTRACT FROM AUTHOR]

Simple Summary: Oral cancer affects the mouth and throat areas. It is a major cause of death for older people in developed countries. This review looked at how living in rural areas influences oral cancer trends in these countries. The studies from these countries showed increasing rates of oral cancer in rural areas of the US, Australia, Canada, and Europe. Older people are more affected by these cancers than younger groups. The main risk factors are tobacco use, alcohol consumption, and HPV infections. People in rural areas often do not know much about HPV-related cancers. They also tend to use more tobacco and alcohol than city dwellers. Even in developed countries, living in rural areas can lead to shorter lifespans for oral cancer patients. This is mainly because it is harder for them to access specialized cancer treatment centres and advanced medical care. In summary, where people live can significantly impact their chances of surviving oral cancer, even in wealthy nations. Oral cancer is the general term used to describe cancers of the oral cavity and oropharyngeal region. These cancers are one of the leading causes of death in elderly residents within the Organisation for Economic Co-operation and Development (OECD) member countries in the 21st century. This scoping review was carried out to assess the influence of rurality on oral cancer trends and patterns among OECD member countries. Four online databases (Medline, PubMed, Scopus, and CINAHL) were searched for studies that reported on oral cancer trends in rural and remote areas in OECD member countries. A total of 1143 articles were obtained initially; among them, 995 papers were screened to include 18 articles for this scoping review. Studies have reported increasing incidence and prevalence in the United States, Australia, Canada, and European countries wherein risk factors such as tobacco, alcohol, and human papilloma virus (HPV) infections were associated with oral and oropharyngeal cancers. Awareness among people living in rural areas about HPV-related cancers was very low, while rates of tobacco and alcohol abuse were noted to be rising more rapidly than among their urban counterparts. Furthermore, the ageing population was most affected compared to the younger age groups of people with oral and oropharyngeal cancer that are prevalent in these regions. Overall, despite living in developed countries, rurality was noted to be a significant factor in the lower life expectancy of oral cancer patients, mainly due to the limited accessibility to tertiary cancer care centres and advanced medical care. [ABSTRACT FROM AUTHOR]

There is increasing research and public policy investment in the development of technologies to support healthy aging and age-friendly services in Canada. Yet adoption and use of technologies by older adults is limited and rates of abandonment remain high. In response to this, there is growing interest within the field of gerotechnology in fostering greater participation of older adults in research and design. The nature of participation ranges from passive information gathering to more active involvement in research activities, such as those informed by participatory design or participatory action research (PAR). However, participatory approaches are rare with identified barriers including ageism and ableism. This stigma contributes to the limited involvement of older adults in gerotechnology research and design, which in turn reinforces negative stereotypes, such as lack of ability and interest in technology. While the full involvement of older adults in gerotechnology remains rare, the Older Adults' Active Involvement in Ageing & Technology Research and Development (OA-INVOLVE) project aims to develop models of best practice for engaging older adults in these research projects. In this comment paper, we employ an unconventional, conversational-style format between academic researchers and older adult research contributors to provide new perspectives, understandings, and insights into: (i) motivations to engage in participatory research; (ii) understandings of roles and expectations as research contributors; (iii) challenges encountered in contributing to gerotechnology research; (iv) perceived benefits of participation; and (v) advice for academic researchers. Plain English summary: More investments are being made to develop technologies that support healthy aging and age-friendly services in Canada. However, not many older adults use these technologies and those who do tend to stop using them after some time. Gerotechnology is a field of study that combines an interest in gerontology and technology. Within gerotechnology, researchers are learning more about how to encourage older adults to participate in research and the design of new technologies. There are different ways that older adults participate in gerotechnology research, with some approaches being more passive than others. In participatory design and participatory action research projects older adults are encouraged to engage more actively as co-researchers. However, researchers have found that there are some limitations to engaging older adults actively in research, including ageism and ableism, meaning that older adults are perceived to be capable of contributing based on their age and cognitive or physical abilities. These stereotypes have limited how often and how much older adults actually contribute to technology research and design. The Older Adults' Active Involvement in Aging & Technology Research and Development (OA-INVOLVE) project aims to address these gaps. In this comment paper, we present a conversation between academic and older adult researchers who have contributed to OA-INVOLVE. The goal of this conversation is to explore together: (i) motivations to engage in participatory research; (ii) understandings of roles and expectations as research contributors; (iii) challenges encountered in contributing to gerotechnology research; (iv) perceived benefits of participation; and (v) advice for academic researchers. [ABSTRACT FROM AUTHOR]

The prevalence of breast cancer amongst older adults in Canada is increasing. This patient population faces unique challenges in the management of breast cancer, as older adults often have distinct biological, psychosocial, and treatment-related considerations. This paper presents an expert consensus of the Canadian treatment landscape, focusing on key considerations for optimizing selection of systemic therapy for advanced breast cancer in older adults. This paper aims to provide evidence-based recommendations and practical guidance for healthcare professionals involved in the care of older adults with breast cancer. By recognizing and addressing the specific needs of older adults, healthcare providers can optimize treatment outcomes and improve the overall quality of care for this population. [ABSTRACT FROM AUTHOR]

Background: Previous Canadian reviews of physician, pharmacist, and dentist disciplinary action have noted differences in discipline outcomes across professions and provinces. The objective of this study was to compare the disciplinary action process across provinces and professions, and to describe the perspectives of health professional regulatory bodies on the disciplinary action process. Methods: Participation from medicine, pharmacy, nursing, and dentistry registrars or complaints directors from 10 Canadian provinces was sought. One-on-one, semi-structured interviews were conducted by telephone or video call. Results: Nineteen interviews with regulators were conducted--8 pharmacy, 5 nursing, 5 medicine, and 1 dentistry. Complaints and discipline processes followed a similar overall pathway with some differences. Differences in process were largely due to differences in health regulation legislation and were noted across professions, across provinces, and within a province. Participants tended to be more aligned with regulators within their province rather than regulators of the same profession across the country. Conclusion: To our knowledge, this paper is the first to describe Canadian health professional regulatory body perspectives on the complaints and discipline process. More research is needed to better understand the factors that affect discipline outcomes and to ultimately improve complaints and discipline processes. [ABSTRACT FROM AUTHOR]

This paper investigates the possibilities and challenges of using mass timber as a sustainable alternative for retrofitting existing buildings in Canada. To create the knowledge foundation on which to devise a holistic framework tailored to the specific characteristics of Canada's built environment, a detailed analysis of the types, geographical distribution, structural, and energy features of the local building stock is first presented. Then, previous strategies for enhancing and upgrading existing buildings with engineered timber are reviewed, classified, and evaluated. Finally, to explore economic and environmental implications, a detailed assessment of available life-cycle cost–benefit analysis approaches is conducted alongside their adaptation to Canada's building context. The findings of this paper can inform policymakers, builders, and designers in developing more sustainable building retrofit practices, design, and regulations, in line with Canada's efforts toward net zero emissions. [ABSTRACT FROM AUTHOR]

Introduction: Throughout the COVID-19 pandemic, primary care nurses were often redeployed to areas outside of primary care to mitigate staffing shortages. Despite this, there is a scarcity of literature describing their perceptions of and experiences with redeployment during the pandemic. Objectives: This paper aims to: 1) describe the perspectives of primary care nurses with respect to redeployment, 2) discuss the opportunities/challenges associated with redeployment of primary care nurses, and 3) examine the nature (e.g., settings, activities) of redeployment by primary care nurses during the COVID-19 pandemic. Methods: In this qualitative study, semi-structured interviews were conducted with primary care nurses (i.e., Nurse Practitioners, Registered Nurses, and Licensed/Registered Practical Nurses), from four regions in Canada. These include the Interior, Island, and Vancouver Coastal Health regions in British Columbia; Ontario Health West region in Ontario; the province of Nova Scotia; and the province of Newfoundland and Labrador. Data related to redeployment were analyzed thematically. Results: Three overarching themes related to redeployment during the COVID-19 pandemic were identified: (1) Call to redeployment, (2) Redeployment as an opportunity/challenge, and (3) Scope of practice during redeployment. Primary care nurses across all regulatory designations reported variation in the process of redeployment within their jurisdiction (e.g., communication, policies/legislation), different opportunities and challenges that resulted from redeployment (e.g., scheduling flexibility, workload implications), and scope of practice implications (e.g., perceived threat to nursing license). The majority of nurses discussed experiences with redeployment being voluntary in nature, rather than mandated. Conclusions: Redeployment is a useful workforce strategy during public health emergencies; however, it requires a structured process and a decision-making approach that explicitly involves healthcare providers affected by redeployment. Primary care nurses ought only to be redeployed after other options are considered and arrangements made for the care of patients in their original practice area. [ABSTRACT FROM AUTHOR]

Background: Fentanyl test strips (FTS) are lateral flow immunoassay strips designed for detection of ng/mL levels of fentanyl in urine. In 2021, the US Centers for Disease Control and the Substance Abuse and Mental Health Administration stated that federal funds could be used for procurement of FTS for harm reduction strategies approved by the government such as drug checking. The market for FTS has expanded rapidly in the US and Canada. However, there is no regulatory oversight by either government to ensure proper function of FTS that are being marketed for drug checking. Main body: Many brands of FTS have rapidly entered the harm reduction market, creating concerns about the reproducibility and accuracy of their performance from brand to brand and lot to lot. Some examples are provided in this Comment. Similar problems with product quality were observed in the mid 2000's when lateral flow immunoassays for malaria were funded in many countries and again in 2020, when COVID-19 tests were in huge demand. The combination of high demand and low levels of regulation and enforcement led some manufacturers to join the goldrush without adequate field testing or quality assurance. We argue that the harm reduction community urgently needs to set a lot checking program in place. A set of simple protocols for conducting the tests and communicating the results have been developed, and are described in the following Perspectives paper in this issue. Conclusion: In the absence of governmental regulation and enforcement, the harm reduction community should implement a FTS lot checking program. Based on previous experience with the malaria diagnostic lot checking program, this inexpensive effort could identify products that are not suitable for harm reduction applications and provide valuable feedback to manufacturers. Dissemination of the results will help harm reduction organizations to ensure that FTS they use for drug checking are fit for the purpose. [ABSTRACT FROM AUTHOR]

Introduction: This study presents a global research scenario in the broad domain of osteoarthritis (OA) research, using quantitative and qualitative publication and citation indicators. Methods: The study is based on 45,368 global publications, sourced from the Scopus bibliographical database, covering three decades (1994–2023). We studied the performance of the top 12 developed and top 12 developing countries. The key countries, organizations and authors at national and international levels were identified. The broad subject areas and key journals contributing to global OA research were delineated, besides identifying the broad characteristics of highly cited papers in the field. Results: The United States and China were the most productive countries, while the Netherlands and Canada made the largest citation impact. Harvard Medical School and the University of Sydney made the most contribution, while Boston University and Pfizer Inc., USA registered the highest citation impact. Hunter DJ and Guermazi A were the most productive authors, while Lohmander LS, and Hochberg MC registered the highest citation impact. Osteoarthritis and Cartilage (n = 4879) and Annals of the Rheumatic Diseases (n = 786) published the maximum papers, while Arthritis and Rheumatism and Nature Reviews Rheumatology registered the largest citation impact. The highly cited papers with 100 or more citations constituted 6.25% of the total publications. Conclusions: There has been a systematic growth of publications on OA. The research on OA was mainly done in developed countries, with the maximum publications coming from the United States of America, China and Canada. The most impactful publications on OA were from the Netherlands, Canada and the United States of America. [ABSTRACT FROM AUTHOR]

Copyright of Canadian Journal for the Study of Adult Education is the property of Canadian Journal for the Study of Adult Education and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)

Spring-breakup ice-jam floods are a major hazard for many rivers in cold regions. They can cause severe damage to infrastructure, property, and ecosystems along riverbanks. To reduce the risk and impact of these events, it is essential to develop reliable and timely forecasting systems that can provide early warning and guidance for mitigation actions. In this paper, we highlight the elements and processes required for the successful development of a spring-breakup ice-jam flood forecasting system, using the lower Churchill River in Labrador, Canada as a case study. We review the existing forecasting methodologies and systems for spring-breakup ice-jam floods and discuss their strengths and limitations. We then describe the case study of the lower Churchill River, where a large ice-jam flood occurred in May 2017, triggering an independent review and a series of recommendations for improving the flood preparedness and response. We present the main components and features of the forecasting system that was developed for the lower Churchill River, based on the recommendations from the independent review. We also discuss the improvements that were made to the forecasting system, such as parallelization, adaptation, and determination of ice-jam prone areas. Finally, we provide some conclusions and recommendations for future research and development of spring-breakup ice-jam flood forecasting systems, focusing on the requirements for a technical framework that incorporates community engagement and special considerations for regulated rivers. [ABSTRACT FROM AUTHOR]

Repeat photography offers distinctive insights into ecological change, with ground‐based oblique photographs often predating early aerial images by decades. However, the oblique angle of the photographs presents challenges for extracting and analyzing ecological information using traditional remote sensing approaches. Several innovative methods have been developed for analyzing repeat photographs, but none offer a comprehensive end‐to‐end workflow incorporating image classification and georeferencing to produce quantifiable landcover data. In this paper, we provide an overview of two new tools, an automated deep learning classifier and intuitive georeferencing tool, and describe how they are used to derive landcover data from 19 images associated with the Mountain Legacy Project, a research team that works with the world's largest collection of systematic high‐resolution historic mountain photographs. We then combined these data to produce a contemporary landcover map for a study area in Jasper National Park, Canada. We assessed georeferencing accuracy by calculating the root‐mean‐square error and mean displacement for a subset of the images, which was 4.6 and 3.7 m, respectively. Overall classification accuracy of the landcover map produced from oblique images was 68%, which was comparable to landcover data produced from aerial imagery using a conventional classification method. The new workflow advances the use of repeat photographs for yielding quantitative landcover data. It has several advantages over existing methods including the ability to produce quick and consistent image classifications with little human input, and accurately georeference and combine these data to generate landcover maps for large areas. [ABSTRACT FROM AUTHOR]

This paper presents a landmark study of equity, diversity and inclusion (EDI) in the field of sports analytics. We developed a survey that examined personal and job-related demographics, as well as individual perceptions and experiences about EDI in the workplace. We sent the survey to individuals in the five major North American professional leagues, representatives from the Olympic and Paralympic Committees in Canada and the U.S., the NCAA Division I programs, companies in sports tech/analytics, and university research groups. Our findings indicate the presence of a clear dominant group in sports analytics identifying as: young (72.0 %), White (69.5 %), heterosexual (89.7 %) and male (82.0 %). Within professional sports, males in management positions earned roughly $30,000 (27 %) more on average compared to females. A smaller but equally alarming pay gap of $17,000 (14 %) was found between White and racialized management personnel. Of concern, females were nearly five times as likely to experience discrimination and twice as likely to have considered leaving their job due to isolation or feeling unwelcome. While they had similar levels of agreement regarding fair processes for rewards and compensation, females "strongly agreed" less often than males regarding equitable support, equitable workload, having a voice, and being taken seriously. Over one third (36.3 %) of females indicated that they "strongly agreed" that they must work harder than others to be valued equally, compared to 9.8 % of males. We conclude the paper with concrete recommendations that could be considered to create a more equitable, diverse and inclusive environment for individuals working within the sports analytics sector. [ABSTRACT FROM AUTHOR]

Diameter at breast height (DBH) is a unique attribute used to characterize forest growth and development for forest management planning and to understand forest ecology. Forest managers require an array of DBHs of forest stands, which can be reconstructed using selected probability distribution functions (PDFs). However, there is a lack of practices that fit PDFs of sub-dominating species grown in natural mixed forests. This study aimed to fit PDFs and develop predictive models for PDF parameters, so that the predicted distribution would represent dynamic forest structures and compositions in mixed forest stands. We fitted three of the simplest forms of PDFs, log-normal, gamma, and Weibull, for the DBH of eight tree species, namely balsam fir (Abies balsamea [L.] Mill.), eastern white pine (Pinus strobus L.), paper birch (Betula papyrifera Marshall), red maple (Acer rubrum L.), red pine (Pinus resinosa Aiton), sugar maple (Acer saccharum Marshall), trembling aspen (Populus tremuloides Michx), and white spruce (Picea glauca [Moench] Voss), all grown in natural-origin mixed forests in Ontario province, Canada. We estimated the parameters of the PDFs as a function of DBH mean and standard deviation for these species. Our results showed that log-normal fit the best among the three PDFs. We demonstrated that the predictive model could estimate the recovered parameters unbiasedly for all species, which can be used to reconstruct the DBH distributions of these tree species. In addition to prediction, the cross-validated R2 for the DBH mean ranged between 0.76 for red maple and 0.92 for red pine. However, the R2 for the regression of the standard deviation ranged between 0.00 for red pine and 0.69 for sugar maple, although it produced unbiased predictions and a small mean absolute bias. As these mean and standard deviations are regressed with dynamic covariates (such as stem density and stand basal area), in addition to climate and static geographic variables, the predicted DBH distribution can reflect change over time in response to management or any type of disturbance in the regime of the given geography. The predictive model-based DBH distributions can be applied to the design of appropriate silviculture systems for forest management planning. [ABSTRACT FROM AUTHOR]