CorText Manager around the world

@article{Crosset2026,

title = {Content moderation as traffic control: an analysis of EU and US legislation on platform regulation},

author = {Valentine Crosset and Tommaso Venturini and Benoît Dupont},

url = {https://www.tandfonline.com/doi/pdf/10.1080/21624887.2026.2692735

https://www.tandfonline.com/journals/rcss20?src=pdf

},

doi = {/10.1080/21624887.2026.2692735},

issn = { 2162-4887},

year  = {2026},

date = {2026-06-24},

urldate = {2026-06-24},

journal = {Critical Studies on Security},

school = {York University},

abstract = {This article investigates online speech governance as a case study of contemporary security practices, focusing on how states have tried to regulate the moderation of digital communication flows. Drawing on governance theories and critical security studies, the study analyzes and compares different regulatory regimes in the United States and Europe. Using a quali-quantitative analysis of seven legislative texts, it identifies three distinct approaches to managing information flows: free circulation, patrolling, and flow optimisation. These regimes reflect a shift in security governance from controlling content to channelling its circulation, embedding platforms within state-driven frameworks of transparency and accountability. The analysis reveals how legislation reshapes platform practices, transforming them into quasi-public entities subject to bureaucratic oversight. Platforms, in turn, adapt by integrating regulatory expectations into their operations, balancing compliance demands with their business models. Contributing to the literature on critical security studies, this article critically examines how these diverse regulatory regimes converge around a shared mechanism of security bureaucratisation. Rather than governing through direct content control, states translate security imperatives into administrative rationalities – transparency, auditing, and reporting – that programme platforms conduct and govern information circulation through continuous bureaucratic procedures.},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Marti2026,

title = {Disorder-Specific Knowledge in Teacher Professional Studies: A Frame- Analytical Study of Student Work},

author = {Stephan Marti},

url = {https://link.springer.com/article/10.1007/s35834-026-00549-1

https://link.springer.com/content/pdf/10.1007/s35834-026-00549-1.pdf},

doi = {/10.1007/s35834-026-00549-1},

year  = {2026},

date = {2026-06-15},

journal = { Zeitschrift für Bildungsforschung  Journal of Research on Education},

abstract = {This article examines the question of what special education knowledge students acquire in the second year of secondary teacher training as part of an interdisciplinary module system between educational science and special education at university of teacher education lucerne. The study presented here focuses in particular on the acquisition of knowledge about special education disorders and on the acquisition of skills for professional practice. The module structure follows the claim to establish micro-forms of practical relevance through so-called framework-studies in order to bring about practical learning beyond the internships. The framework of this 2nd year of study encompasses adaptive teaching and planning skills, but also issues of special education disorders. Methodologically, the socio-cognition of a specific year cohort on these disorders is calculated along a text corpus consisting of student papers and visualized as frame modelling. The study concludes with suggestions for adapting the curriculum and the presented module system.



Störungsspezifisches Wissen in den Berufspraktischen Studien – eine frameanalytische Untersuchung von Studierendenarbeiten

In diesem Beitrag wird der Frage nachgegangen, welches heilpädagogische Wissen Studierende im 2. Studienjahr der Sekundarlehrpersonenausbildung im Rahmen einer interdisziplinär angelegten Modulanlage zwischen Bildungswissenschaften und Heilpädagogik an der Pädagogischen Hochschule Luzern erwerben. Die hier vorgelegte Studie fokussiert insbesondere den Wissenserwerb zu heilpädagogischen Störungsbildern sowie den Erwerb von Handlungskompetenzen für die Berufspraxis. Die Modulanlage folgt dem Anspruch, Mikroformen des Praxisbezugs durch sog. Frameworkarbeiten zu etablieren, um über die Praktika hinaus berufspraktisches Lernen zu bewirken. Das Framework dieses 2. Studienjahres umfasst die Adaptive Lehr- und Planungskompetenz sowie darin integriert, die heilpädagogischen Störungsbilder. Methodisch wird die Sozio-Kognition einer spezifischen Jahrgangs-Kohorte zu diesen Störungsbildern entlang eines Textkorpus bestehend aus Studierendenarbeiten berechnet und als Framemodellierung visualisiert. Die Studie schliesst mit Vorschlägen zur Anpassung des Curriculums und der vorgestellten Modulanlage.},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{nokey,

title = {Fragmentation Across Scales, Geography, and Climate Challenges in European Urban Climate Change Adaptation and Mitigation Research: A Bibliometric and Systematic Review},

author = {Isabela Pichardo-Velázquez and Richard Dean Morales and Antonino Marvuglia },

url = {https://onlinelibrary.wiley.com/doi/pdf/10.1002/sd.71007

},

doi = {/10.1002/sd.71007},

year  = {2026},

date = {2026-03-18},

urldate = {2026-03-18},

journal = {Sustainable Development},

abstract = {European urban climate change research lacks integration across scales, geography, and climate challenges, despite Europe's coordinated policy frameworks. Through a hybrid bibliometric and systematic review of 1528 studies (2010–2025) using Cortext Manager and PRISMA 2020 guidelines, this study maps the conceptual patterns, knowledge gaps, and adaptation and mitigation measures in European urban climate change research. Findings reveal: (1) scale fragmentation between building- and city-level research; (2) geographic concentration in Italy, the United Kingdom, Spain, and Germany, neglecting the diversity of European urban typologies; and (3) isolated approaches to interconnected climate challenges, with Urban Heat Island (UHI) dominating the literature. This systemic fragmentation limits cities' capacity to evaluate co-benefits, trade-offs, and strategies aligned with SDG 11 targets. Based on an empirically derived taxonomy of European urban climate action, the study proposes a research agenda calling for transdisciplinary frameworks and integrated modeling approaches to bridge these silos and support evidence-based climate policy.},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Richards2026,

title = {Multidisciplinary science funding is more than ever a planetary priority: Reflections from the Make Our Planet Great Again (MOPGA) program},

author = {Christina L Richards and Barbara Ervens and Camille Parmesan and Pierre Amato and Christhel Andrade and Gayane Asatryan and Venkatramani Balaji and Ashley Ballantyne and Marc Barbier and Stéphane Blanc and Oliver Bossdorf and Frédéric Bouchard and Julien Boucharel and Christopher Cantrell and Emilie Capron and Chloe Carbonne and Marion Carrier and Davide Ceratti and Heechae Choi and Konstantinos Christoforodis and James Clark and Ludmila Cojocaru and Louis Derry and William Dewar and Titouan Dubo and Jhan-Carlo Espinoza and Alexey Fedorov and Alessandro Forte and Giuliano Giambastiani and Alessandra Giannini and Andreas Goldthau and Alberto González-García and Virginie Guemas and Lorie Hamelin and Eric Hill and Amir Hoveyda and Lara Hughes-Allan and Sanjay Jatav and Ugo Javourez and Jed Kaplan and Nilanka Keppetipola and Rainer Kiko and Thomas Lauvaux and David Lazarus and Carol Eunmi Lee and Redouane Lguensat and Philippe Lucas-Picher and Monalisa Mallick and Joenio Marques da Costa and Irina Melnikova and Guillaume Monnain and Volkan Özen and Ignacio Palomo and Madalin Parepa and Anna Possner and Delphine Renard and Valery Ridde and Orestes Rivada-Wheelaghan and Gabrielle Rodrigues de Faria and Benjamin Sanderson and Clemens Scheer and Philip Schulz and Stavana Strutz and R Subramanian and Katsumasa Tanaka and Núria Teixidó and Matthias Tesche and Helmuth Thomas and Sara Todorović and Yutsung Tsai and Bruno Turnheim and Takaya Uchida and Vincent Vadez and Pierre Valla and Isolde van Riemsdijk and Lionel Villard and Emmanuel Vincent and Chien Wang and Henry Wu and Michael Zuerch},

url = {https://journals.plos.org/climate/article?id=10.1371/journal.pclm.0000849},

doi = {/10.1371/journal.pclm.0000849},

year  = {2026},

date = {2026-03-11},

journal = {PLOS Climate},

abstract = {Global change poses “wicked problems” that have become ever more complex, pervasive, and damaging. Developing innovative solutions increasingly require diverse research approaches. The Franco-German Make Our Planet Great Again (MOPGA) program was designed to create a unique international network of top-level research, from fundamental to solution-oriented projects. MOPGA stands out from other large research initiatives by focusing not on a singular central research challenge but on facilitating multidisciplinary interactions between traditionally separated fields. MOPGA recognized that social, natural and engineering sciences share a unifying aim to address global change. In addition to addressing timely and innovative research questions within disciplines, MOPGA worked to improve communication across disciplines via annual meetings for all laureates and their research groups, scientific board exchanges, and public online seminars. Drawing on our MOPGA experiences, we discuss how such exchanges should be extended to meet the needs identified by the scientific community, international policy-makers, and regional stakeholders. In the current political landscape of scientific suppression and heightened mistrust in scientific expertise, the need for such bold, independent and collaborative scientific initiatives is greater than ever.},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{vanWyk2026,

title = {Global Analysis of Shallow Underwater Fish Observation Research: 70 Years of Progress, Persistent Geographic Biases and a Path Forward},

author = {Angus John van Wyk and Rick D. Stuart-Smith and Jordan S. Goetze and Eva Maire and Elodie Heyns-Veale and Kaylee Smit and Tim J. Langlois and M. Aaron MacNeil and Alejandro Perez Matus and Amanda T. Lombard and Ana Carolina and Christy Semmens and Ella Clausius and Fernanda A. Rolim and Jonathan S. Lefcheck and Jacquomo Monk and Joanna K. Schmid and Katherine Tattersall and Laura Ghigliotti and Luther Adams and Melita Samoilys and Pascale Chabanet and Paul Whomersley and Peter Walsh and Reiji Masuda and Russell Brainard and Anthony Bernard},

url = {https://onlinelibrary.wiley.com/doi/10.1111/faf.70072

https://onlinelibrary.wiley.com/doi/epdf/10.1111/faf.70072},

doi = {/10.1111/faf.70072},

year  = {2026},

date = {2026-02-15},

urldate = {2026-02-15},

journal = {Fish and Fisheries},

abstract = {Marine ecosystems are increasingly threatened by overfishing, pollution, coastal development and climate change, underscoring the need for long-term, representative information on key fish populations and habitats to inform management and policy. Underwater fish observation (UFObs) techniques, such as Underwater Visual Census (UVC), stereo-Baited Remote Underwater Video (stereo-BRUV) and Remotely Operated Vehicles (ROVs), play a key role in sustaining long-term data collection. Despite technological advancements, gaps persist in understanding research focus, geographic distribution and methodological biases inherent in these methods. We conducted a scientometric analysis of 1443 peer-reviewed publications (1953–2023), employing natural language processing and network analysis to map the research landscape. We identified 15 knowledge clusters, including marine protected areas, apex predator conservation and reef ecosystems. Our findings reveal increasing use of BRUVS and ROVs in studies of marine protected areas and subsea infrastructure, while UVC remains prevalent in shallow coral reef research. Geographic representation is skewed, with the field dominated by researchers based in Australia and the United States, and underrepresented in Africa and Southeast Asia. This imbalance highlights the need for more inclusive, globally coordinated monitoring and reporting. Our results underscore the urgency of standardising protocols within each observation method and developing interoperable reporting frameworks across techniques to maximise data comparability and foster international collaboration. Addressing these challenges will strengthen the field's capacity to inform global conservation strategies and support sustainable fisheries management.},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Rosa2026,

title = {Bacteroides research in Southeast Asia (1995– 2025): A bibliometric analysis of trends, themes, and gaps},

author = {Christian Jordan O. Dela Rosa and Windell L. Rivera},

url = {https://scienggj.org/2025/2025%20Special%20Issue/48/SciEnggJ%202025%20Special%20Issue%20549-561-Dela%20Rosa%20and%20Rivera.pdf},

doi = {/10.54645/202518SupFSB-19},

year  = {2026},

date = {2026-02-06},

urldate = {2026-02-06},

journal = {SciEnggJ},

volume = {18},

abstract = {Bacteroides spp. are among the most dominant members of the gut microbiota of homeothermic animals, surpassing commonly cited genera such as Escherichia, Lactobacillus, and Bifidobacterium. Their predominance supports their role as mutualists or commensals within the gastrointestinal tract. However, disruption of gut barrier integrity may allow Bacteroides to translocate to extraintestinal sites, where they can cause opportunistic infections.

Moreover, Bacteroides species are notable for their high levels of clinical antimicrobial resistance and for harboring diverse resistance mechanisms among anaerobic gut bacteria. This study aimed to characterize regional research trends on Bacteroides through a bibliometric analysis of publications indexed in the Scopus database. All eligible original research articles on Bacteroides originating from Southeast Asian (SEA) countries were retrieved, and bibliographic and citation data were analyzed.

Selected datasets were visualized using the CorText platform. A total of 113 Bacteroides-related research articles published between 1995 and 2025 were identified from SEA. Research output showed a marked increase beginning in 2019, peaking in 2023.

Singapore and Thailand emerged as the leading contributors to Bacteroides research in the region, with Singapore also dominating in terms of productive institutions and individual authors.

Moreover, the majority of the journals in which Bacteroides research was published were top-tier. The most highly cited article (TC = 2,375) was an international collaborative study led by a Singapore-based researcher and conducted in France. Frequently occurring keywords included “gut/fecal microbiome,” “resistance gene(s),” “microbial source tracking,” and "fecal pollution.”

Overall, this bibliometric analysis of the Bacteroides research landscape in SEA underscores the relatively limited volume and scope of studies in the region. The findings highlight the need to expand research efforts toward a more comprehensive understanding of Bacteroides epidemiology, ecology, and clinical relevance beyond the gut microbiome context.},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Barraud2025,

title = {The changing meaning of wild rivers: A review},

author = {Régis Barraud},

url = {https://www.water-alternatives.org/index.php/tp1-2/1916-vol18/378-issue18-2

https://www.water-alternatives.org/index.php/alldoc/articles/volume-18/v18issue2/787-a18-2-12/file},

year  = {2025},

date = {2025-12-31},

journal = {Water Alternatives},

volume = {18},

issue = {2},

pages = {181-213},

abstract = {Environmental activism has been instrumental in the adoption of public policies to protect the last remaining free-flowing rivers. In this regard, the passage of the 1968 Wild and Scenic Rivers Act in the United States is an internationally recognised milestone. This legislation continues to inspire both other campaigns to protect wild rivers and the development of new conservation measures. The primary objective of this review is to provide a reconstruction of the trajectory of wild rivers as scientific subject matter. This approach allows us to study the processes of diffusion and adaptation of the American Wild and Scenic Rivers Act in other geographical contexts. It also aims to help us better understand the social and political effects of public policies that are geared towards the preservation of wild rivers. To this end, 106 scientific articles on wild rivers covering the period 1967 to 2024 were subjected to a lexical analysis (Step 1), a thematic analysis (Step 2) and a discussion of key issues based on an in-depth reading (Step 3). This review shows that the recreational, cultural and emotional values associated with wild rivers are increasingly being replaced in the scientific literature with the ecological values of free-flowing rivers. Furthermore, while the Wild and Scenic Rivers Act still largely guides scientific research on the subject, this review identifies the controversies underlying its adoption/adaptation in other colonial contexts where the idea of wilderness plays a key role in conservation. Underlying these conflicts is the need to rethink river conservation initiatives based on Indigenous people’s ontologies.},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Ottaviani2025,

title = {The Representation of SDG-Related Research in Bibliometric Databases: Persisting Imbalances and Varying Perspectives},

author = {Matteo Ottaviani and Stephan Stahlschmidt},

url = {https://assets-eu.researchsquare.com/files/rs-8147329/v1_covered_731407c0-049b-4e07-bc24-229a6e66da79.pdf?c=1766406183},

doi = {/10.21203/rs.3.rs-8147329/v1},

year  = {2025},

date = {2025-12-22},

urldate = {2025-12-22},

publisher = {Research Square},

abstract = {Large bibliometric databases, such as Web of Science, Scopus, and OpenAlex, play a crucial role for decision-makers in science and science policy, as they are used as sources for informing decisions at both national and international levels, in public and private sectors. Although these databases facilitate bibliometric analyses, they are performative, affecting the visibility of scientific outputs and the measurement of participating entities. Recently, they have also incorporated the UN’s Sustainable Development Goals (SDGs) into their respective classifications, which have been criticized for their diverging nature. On another note, their infrastructural information processing is, of course, susceptible to emerging technologies.

As a matter of fact, AI-supported and -powered tools have recently entered research practice and society at large. Large Language Models (LLMs), the branch of generative AI specifically focused on text, underlie their operation. By leveraging their features (i.e., in particular, mirroring what is thoroughly embedded in their training data under certain conditions), LLMs act as data magnifiers on SDG-classified publications to detect data biases that bibliometric databases are affected by. Within a broader perspective, our general setup serves as a conceptual exercise that characterizes the expected macro-level effects on the representation of SDG-related research in bibliometric databases, originating from the introduction of a generic LLM-based tool. Our analysis shows that the deployment of LLMs in the information processing of bibliometric databases reveals a systematic overlook in the data (i.e., scientific publications classified by SDGs) of the most disadvantaged categories of individuals, the poorest countries, and underrepresented topics that SDG targets explicitly focus on. Conversely, an unsolicited hegemonic role played by economic superpowers and Global North is identified.},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Malacoski2025,

title = {Agro-food value chains and territory: a scientometric review from the Web of Science database},

author = {Fernanda Cristina Ferro Malacoski and Sandra Mara de Alencar Schiavi and Vanessa Kimie Iceri},

url = {https://www.revista.dae.ufla.br/index.php/ora/article/view/2104

https://www.revista.dae.ufla.br/index.php/ora/article/view/2104/753},

doi = {10.481142/2820252104},

issn = {2238-6890},

year  = {2025},

date = {2025-12-09},

journal = {Organizações Rurais & Agroindustriais},

volume = {28},

abstract = {Addressing the relationship between territory and value chain is one of the ways to understand the promotion of sustainable territorial development. Numerous research has been carried out in this regard, in different sectors and fields of research. However, the specific contributions of value chain and territory approaches to discussions on territorial development is still a research gap, as the link between them is not yet well developed. To fill this gap, we reviewed the international literature on agri-food and territory-based value chain. A scientometric analysis of the scientific papers in English indexed in the Web of Science database was performed. Main results show that work on agri-food value chain and territory has grown over the years. It was also possible to identify three distinct periods in terms of researched subjects. Seven research domains stood out, highlighting the contribution of different aspects of the territorial dimension in studies comprising agri-food value chains and effects on development. Results also indicate most studies are conducted by researchers in European countries, mainly Spain, Italy and France, but also countries like Mexico and Russia. Despite the rising number of studies and the large diversity of themes, there is a lack of theoretical consolidations to link agri-food value chains and territory.},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Tollefson2025,

title = {Community Resilience Planning: What New Methods Reveal About the Formation and Transformation of a Field},

author = {Jonathan Tollefson and Scott Frickel and Christina Gore and Jennifer Helgeson},

url = {https://wires.onlinelibrary.wiley.com/doi/epdf/10.1002/wcc.70015

https://wires.onlinelibrary.wiley.com/doi/pdf/10.1002/wcc.70015

https://wires.onlinelibrary.wiley.com/doi/10.1002/wcc.70015

},

doi = {/10.1002/wcc.70015},

year  = {2025},

date = {2025-08-12},

urldate = {2025-08-12},

journal = {WIREs Climate Change},

volume = {16},

issue = {4},

abstract = {Community resilience planning (CRP) research encompasses diverse disciplinary foci, ranging from ecological and socio-political to engineering studies, and employs a range of analytic scales and methodologies. Despite the rise of integrative approaches to studying increasingly complex risks faced by communities—in particular, the growing, and often inequitable, impacts of climate and weather stressors and extremes—CRP remains a fragmented field of study and practice. This paper provides a broad map of the CRP field over the last 25 years, linking bibliometric methods with novel, network-based, multi-level approaches to computational text analysis. Despite trends toward interdisciplinary and transdisciplinary research, our analysis demonstrates that the CRP field consists of divergent bodies of research, characteristic of disciplinary siloing. At the same time, new approaches to computational text analysis provide innovative ways to understand the epistemic and social links across subfields, revealing patterns of connectivity that traditional citation-based bibliometric methods cannot access.

Results indicate that the development and maturation of CRP are characterized in part by a longitudinal transformation in research methods and by a shift in substantive questions that CRP researchers are asking. These findings suggest that thematic and credit-based structures operate in tandem to produce complex webs of interconnection across the disciplinary domains that have historically constituted the field.},

note = {The Sashimi method was used via the Python module. The Sashimi method has a modular architecture that allows it to be used independently of the Cortext Manager web application, which has not been used here.},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Zhu2025,

title = {The Impact of the COVID-19 Pandemic on Research into Chinese University Students’ Mental Health: A Bibliometric Analysis},

author = {Zhexian Zhu and Michela Montesi},

url = {https://jlis.lis.ntu.edu.tw/files/journal/j60-2.pdf

},

doi = {/10.6182/jlis.202506_23(1).079},

year  = {2025},

date = {2025-06-30},

journal = {Journal of Library and Information Studies},

volume = {23},

issue = {1},

abstract = {Background: The COVID-19 pandemic increased anxiety and depression rates, prompting heightened research activity in mental health, particularly among vulnerable populations like university students. Research activity adapted in order to address issues arising in this new landscape.

Objectives: This study aims to explore the changes in scientific activity and response trends during a public health crisis, with a particular focus on analyzing research themes, categories, and collaboration patterns related to the mental health of Chinese university students before and after the COVID-19 pandemic. Method: Using bibliometric methods, data were extracted from Web of Science to analyze scientific output related to the mental health of Chinese university students from 2017 to 2022. Descriptive statistics and visual analysis tools were employed to explore publication trends and collaboration patterns. Discussion: After the pandemic, there is an increase in the total amount of literature and open-access publications. Research topics have shifted towards prioritizing student well-being over clinical diagnoses. Strengthened international and institutional collaboration is evident through increased cooperation with developing countries and those heavily impacted by the pandemic, as well as intensified partnerships between medical universities and prestigious academic institutions.

Conclusions: The findings of this research can guide supportive efforts by libraries, academic journals, international partnerships, and funding bodies to address mental health challenges during future epidemics. Furthermore, they highlight the value of collaboration between bibliometrics and psychology in tackling the complex issues surrounding mental health in such contexts. Professionals in bibliometrics and psychology should collaborate to address the complex challenges posed by mental health and future epidemics.},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Qi2025,

title = {Digital Biomarkers for Parkinson Disease: Bibliometric Analysis and a Scoping Review of Deep Learning for Freezing of Gait},

author = {Wenhao Qi and Shiying Shen and Chaoqun dong and Mengjiao Zhao and Shuaiqi Zang and Xiaohong Zhu and Jiaqi Li and Bin Wang and Yankai Shi and Yongze Dong and Huajuan Shen and Junling Kang and Xiaodong Lu and Guowei Jiang and Jingsong Du and Eryi Shu and Qingbo Zhou and Jinghua Wang and Shihua Cao},

url = {https://www.jmir.org/2025/1/e71560/

https://www.jmir.org/2025/1/e71560/PDF},

doi = {10.2196/71560},

year  = {2025},

date = {2025-05-20},

journal = {Journal of Medical Internet Research},

volume = {27},

abstract = {Background: With the rapid development of digital biomarkers in Parkinson disease (PD) research, it has become increasingly important to explore the current research trends and key areas of focus.



Objective: This study aimed to comprehensively evaluate the current status, hot spots, and future trends of global PD biomarker research, and provide a systematic review of deep learning models for freezing of gait (FOG) digital biomarkers.



Methods: This study used bibliometric analysis based on the Web of Science Core Collection database to conduct a comprehensive analysis of the multidimensional landscape of Parkinson digital biomarkers. After identifying research hot spots, the study also followed the PRISMA-ScR (Preferred Reporting Items for Systematic Reviews and Meta-Analyses Extension for Scoping Reviews) guidelines for a scoping review of deep learning models for FOG from 5 databases: Web of Science, PubMed, IEEE Xplore, Embase, and Google Scholar.



Results: A total of 750 studies were included in the bibliometric analysis, and 40 studies were included in the scoping review. The analysis revealed a growing number of related publications, with 3700 researchers contributing. Neurology had the highest average annual participation rate (12.46/19, 66%). The United States contributed the most research (192/1171, 16.4%), with 210 participating institutions, which was the highest among all countries. In the study of deep learning models for FOG, the average accuracy of the models was 0.92, sensitivity was 0.88, specificity was 0.90, and area under the curve was 0.91. In addition, 31 (78%) studies indicated that the best models were primarily convolutional neural networks or convolutional neural networks–based architectures.



Conclusions: Research on digital biomarkers for PD is currently at a stable stage of development, with widespread global interest from countries, institutions, and researchers. However, challenges remain, including insufficient interdisciplinary and interinstitutional collaboration, as well as a lack of corporate funding for related projects. Current research trends primarily focus on motor-related studies, particularly FOG monitoring. However, deep learning models for FOG still lack external validation and standardized performance reporting. Future research will likely progress toward deeper applications of artificial intelligence, enhanced interinstitutional collaboration, comprehensive analysis of different data types, and the exploration of digital biomarkers for a broader range of Parkinson symptoms.},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Purnasasmita2025,

title = {Data Landscape as the representation of nighttime urban dynamics},

author = {Ruth Kartika Purnasasmita and Yandi Andri Yatmo and Paramita Atmodiwirjo},

doi = {/10.62476/ndi.91.227},

year  = {2025},

date = {2025-04-02},

journal = {New Design Ideas},

volume = {9},

issue = {1},

pages = {227-247},

publisher = {Jomard Publishing},

school = {Universitas Indonesia},

abstract = {This paper explores the data landscape as the representation of the network of entities that construct the nighttime urban environment. The utilization of data landscape is understood as the collective reading of nighttime place dynamics which could unfold the complex narratives of urban context. It reveals two main elements involved in the emergence of the nighttime environment: what constructs urban nighttime and how it is captured. The mapping of data from social media was conducted using Instagram posts that contain the hashtag #pasarmalam, which indicates the representation of the night market as an element of the urban nighttime environment in the context of Indonesian cities.

Analysis was conducted by identifying the network of relations that emerged from the hashtags. The findings from the study indicate the emergence of data landscape as the network of entities related to elements of events, food, entertainment and experience that construct nighttime urban places. It also reveals how nighttime is represented through various methods, tools and techniques for capturing nighttime. The study suggests the critical role of data landscape in understanding the construction of nighttime urban environment as the basis of data-driven urban placemaking that can capture the dynamics and complexities of nighttime urban elements.},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Khan2025,

title = {Frailty after Covid: tracing emergent shifts through heterogenous network mapping},

author = {Salman Khan and Tiago Moreira},

url = {https://link.springer.com/article/10.1057/s41285-025-00216-x

https://link.springer.com/content/pdf/10.1057/s41285-025-00216-x.pdf},

doi = {/10.1057/s41285-025-00216-x},

year  = {2025},

date = {2025-03-28},

journal = {Social Theory & Health},

volume = {23},

issue = {1},

edition = {Paul Higgs; Ruth Graham},

abstract = {Taking as a point of departure the role that the category of frailty increasingly plays in the classification, sorting and management of ageing populations in contemporary societies, this paper examines how the onset of Covid-19—as a disease posing the most risk to older adults—affected scientific knowledge production on frailty. Drawing on a theoretically driven network mapping of scientific literature on frailty before and after the pandemic, the paper traces emergent shifts in the evolution of two key discourses of frailty, namely that of the accumulation of deficits and the phenotype, respectively. Our analysis identifies an increased enrolment of frailty as a clinical, prognostic category post-Covid, underpinned by the deficit accumulation model and its key instrument, the frailty index. In parallel, we observe the continuation of laboratory and experimental research on frailty, as aligned with the phenotype approach. We note that in comparison to before Covid, this shift seems to be taking place across a more diversified scientific terrain, with the field of geriatrics playing a central, mediating role between distinct-yet-relational articulations of frailty—those tied to the clinic on one end, and the lab on the other.},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Shen2025,

title = {From virtual to reality: innovative practices of digital twins in tumor therapy},

author = {Shiying Shen and Wenhao and Xin Liu and Jianwen Zeng and Sixie Li and Xiaohong Zhu and Chaoqun Dong and Bin Wang and Yankai Shi and Jiani Yao and Bingsheng Wang and Louxia Jing and Shihua Cao and Guanmian Liang},

url = {https://translational-medicine.biomedcentral.com/articles/10.1186/s12967-025-06371-z},

doi = {/10.1186/s12967-025-06371-z},

year  = {2025},

date = {2025-03-19},

urldate = {2025-03-19},

journal = {Journal of Translational Medicine},

volume = {23},

issue = {348},

abstract = {Background As global cancer incidence and mortality rise, digital twin technology in precision medicine offers new opportunities for cancer treatment.

Objective This study aims to systematically analyze the current applications, research trends, and challenges of digital twin technology in tumor therapy, while exploring future directions.

Methods Relevant literature up to 2024 was retrieved from PubMed, Web of Science, and other databases. Data visualization was performed using R and VOSviewer software. The analysis includes the research initiation and trends, funding models, global research distribution, sample size analysis, and data processing and artificial intelligence applications. Furthermore, the study investigates the specific applications and effectiveness of digital twin technology in tumor diagnosis, treatment decision-making, prognosis prediction, and personalized management.

Results Since 2020, research on digital twin technology in oncology has surged, with significant contributions from the United States, Germany, Switzerland, and China. Funding primarily comes from government agencies, particularly the National Institutes of Health in the U.S. Sample size analysis reveals that large-sample studies have greater clinical reliability, while small-sample studies emphasize technology validation. In data processing and artificial intelligence applications, the integration of medical imaging, multi-omics data, and AI algorithms is key. By combining multimodal data integration with dynamic modeling, the accuracy of digital twin models has been significantly improved.

However, the integration of different data types still faces challenges related to tool interoperability and limited standardization. Specific applications of digital twin technology have shown significant advantages in diagnosis, treatment

decision-making, prognosis prediction, and surgical planning.

Conclusion Digital twin technology holds substantial promise in tumor therapy by optimizing personalized treatment plans through integrated multimodal data and dynamic modeling. However, the study is limited by factors such as language restrictions, potential selection bias, and the relatively small number of published studies in this emerging field, which may affect the comprehensiveness and generalizability of our findings. Moreover, issues related to data heterogeneity, technical integration, and data privacy and ethics continue to impede its broader clinical application. Future research should promote international collaboration, establish unified interdisciplinary standards, and strengthen ethical regulations to accelerate the clinical translation of digital twin technology in cancer treatment.},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Kumari2025,

title = {Mapping research frontiers in gender and sustainability in agricultural development: a bibliometric review},

author = {Anshu Kumari and Manish Tiwari and Rahul Mor and Sandeep Jagtap},

url = {https://link.springer.com/article/10.1007/s43621-025-00968-6},

doi = {/10.1007/s43621-025-00968-6},

year  = {2025},

date = {2025-03-16},

journal = {Discover Sustainability},

volume = {6},

issue = {174},

publisher = {Springer},

abstract = {Gender and sustainability are crucial in agriculture, which remains a significant source of global employment. However, urbanization, industrialization, and technological advancements have reshaped the sector, impacting labor dynamics and gender roles. Traditional agricultural labor faces challenges due to low wages, physically demanding tasks, and unfavorable working conditions. Addressing gender disparities and promoting inclusive work environments is essential for achieving sustainability. According to the ILO (International Labour Office) decent work encompasses productivity and equal employment opportunities for both genders. This study aims to review the literature on gender, sustainability and agricultural development using a bibliometric analysis of Scopus-indexed articles. The findings identify five main research domains: gender dynamics and roles, agriculture and climate change, sustainability and development, human and labor dynamics, and environmental and technological aspects. Additionally, four key scientific communities led the research: Gender studies, agricultural economics, environmental management, and rural sociology. Emerging research trends focus on gender roles in sustainable farming, environmental innovation, and labor governance in agriculture. Spain, the United Kingdom, United States, and Canada lead in knowledge production, contributing significantly to these research domains. This review highlights the importance of interdisciplinary approaches to address the complex issues of gender and sustainability in agriculture. It also specifies a target for expectations research, highlighting that the ILO’s definition of appropriate employment can guide efforts to improve gender equity and labor conditions, ultimately supporting sustainable development in the agricultural sector.},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Mallard2025,

title = {Comment la crise énergétique reconfigure les débats sur la sobriété. Une analyse des problématisations dans la presse nationale française.},

author = {Alexandre Mallard},

url = {http://journals.openedition.org/vertigo/48040},

doi = {/10.4000/13e8g},

year  = {2025},

date = {2025-02-20},

journal = {VertigO},

abstract = {Cet article étudie les débats dans la presse nationale française autour de la notion de sobriété énergétique au cours des 15 dernières années. À partir d’une analyse mobilisant l’outil CorText, il suit la manière dont la notion de sobriété a fait l’objet de problématisations successives durant la période 2009-2021, et il examine les transformations qui se sont opérées avec la crise énergétique de 2022. Il met ainsi en évidence les formes de politisation qui se déploient autour de l’envolée des prix des énergies et des risques de ruptures de l’approvisionnement énergétique, ainsi que des formes de gouvernement de la sobriété déployées en 2022. Il questionne enfin les figures de la sobriété comme objet de discussion politique et morale ou comme composante des trajectoires des innovations pour l’énergie et le climat telles qu’elles apparaissent dans la presse. },

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Hinkelman2025,

title = {A Review of Multi-Energy Systems from Resiliency and Equity Perspectives},

author = {Kathryn Hinkelman and Juan Diego Flores Garcia and Jing Wang and Saranya Anbarasu and Wangda Zuo},

url = {https://orcid.org/0000-0002-8297-6036

https://engrxiv.org/preprint/view/2193

https://engrxiv.org/preprint/view/2193/7631},

doi = {/10.31224/2193 },

year  = {2025},

date = {2025-02-12},

urldate = {2025-02-12},

address = {Burlington, US},

school = {University of Vermont},

abstract = {Energy infrastructure systems need to maintain resilient operation in the presence of more intense and frequent disasters, which are disproportionately challenging for low-income and disadvantaged communities. Leveraging local natural resources with renewable energy sharing opportunities, multi-energy systems (MES) – or energy hubs – are technologically viable solutions to this challenge, but their wide-scale adoption for these purposes are not well understood. To this end, this paper comprehensively reviews MES literature from both resiliency and equity perspectives. The goal is to understand synergies and disparities among literature regarding these two perspectives, under a changing climate and a long-term goal of decarbonization. The results found that papers including equity are statically more likely to involve fully renewable energy systems (highly significant, p < 0.001), while middle income countries tend to adopt renewable/carbon-producing energy systems more frequently than high income countries (weakly significant, p = 0.011). Mobile storages are implemented independently of resilience and equity scopes, and it is increasingly common to integrate multiple storage types within a MES. Sector coupling with two energy types improved the resiliency index the most (73% di!erence between baseline and proposed MES), suggesting two-type systems are favorable compared to single-networks or more complex configurations.

While some preliminary studies indicate lower operational costs and higher resilience can synergistically be achieved, more MES case studies are required to understand the life cycle costs of resilient design and operating schemes.},

keywords = {},

pubstate = {forthcoming},

tppubtype = {article}

}

@article{Marvin2024,

title = {Analyzing Research Trends in Deep-Tunnel Systems and Evaluation of Stormwater Pollutant Removal for Urban Runoff Management},

author = {John F. Uy Marvin and Enrico L. Robles Miguel and C. Vispo Chiny and Yugyeong Oh and Minsu Jeon and Lee Hyung Kim},

url = {https://www.j-kosham.or.kr/journal/view.php?number=10680

https://www.j-kosham.or.kr/upload/pdf/KOSHAM-2024-24-6-61.pdf},

doi = {/10.9798/KOSHAM.2024.24.6.61},

issn = {738-2424},

year  = {2024},

date = {2024-12-31},

journal = {Journal of the Korean Society of Hazard Mitigation},

volume = {24},

issue = {6},

pages = {61-72},

abstract = {Deep-tunnel systems are increasingly being recognized as an infrastructure solution for mitigating combined sewer overflows (CSOs) and managing urban stormwater, as evidenced by growing research interest. This study employed a bibliometric analysis method using Scopus to evaluate global research trends in deep-tunnel systems. This method revealed that while early studies primarily focused on flood mitigation, recent research has shifted toward exploring water quality improvements. An initial comprehensive review using keywords from the bibliometric analysis was conducted, highlighting the limited data relating deep-tunnel systems to water quality and underscoring a gap in the literature. A subsequent comprehensive review focusing on urban stormwater runoff was conducted to bridge the knowledge gap between flood mitigation and water quality enhancement in urban stormwater management. The analysis indicated that mixed urban areas showed the highest range of TSS concentrations, with a mean of 238.3 mg/L, while urban roads exhibited the highest mean TN and TP concentrations at 93.6 mg/L and 0.49 mg/L, respectively. For deep-tunnel systems, a design approach that considers the characteristics of pollutants in incoming stormwater and their reduction mechanisms is essential. This study’s findings provide foundational data for the development of deep-tunnel systems with integrated water treatment functions. Such systems could enhance urban resilience by addressing both flood risk and water quality challenges in rapidly urbanizing areas.



대심도 터널 시스템은 합류식 하수도 월류수(CSOs)를 완화하고, 도시 강우유출수를 관리하기 위한 인프라 기술로 점점 주목받고 있어 이에 대한 연구 관심도 증가하고 있다. 본 연구는 Scopus를 활용한 계량서지학적 분석을 통해 대심도 터널 시스템의 광범위한 연구동향을 평가하였다. 연구결과, 초기 연구에 주로 홍수완화를 중점으로 연구하였지만 최근들어 수질개선 가능성에 대한 관심이 높아졌다. 계량서지학적 분석을 통해 도출한 키워드를 바탕으로 초기 종합검토를 수행한 결과, 대심도 터널 시스템과 수질에 관한 문헌자료가 제한되어 데이터를 수집하는데 한계적이었다. 이러한 지식격차 문제를 해결하기 위해 홍수완화 및 수질개선을 도시 강우유출수 관리 바탕으로 후속 종합검토를 수행하였다. 그 결과 혼합 도시지역의 TSS 농도는 평균 238.3 mg/L로 가장 높은 수치가 나타났고, 도시 도로의 TN, TP 농도는 각각 평균 93.6 mg/L, 0.49 mg/L로 가장 높은 수치가 나타났다. 따라서 대심도 터널 시스템 설계 시 유입수의 오염물질 특성과 저감기작을 고려해야한다. 본 연구결과를 통하여 통합 수처리 기능을 갖춘 대심도 터널 시스템을 개발하는데 기초자료로 제공 가능하며, 이러한 시스템은 급격히 도시화되는 지역의 홍수위험과 수질문제를 동시에 해결함으로 도시 회복력을 강화하는 잠재력을 가지고 있다.},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Milia2024,

title = {BRICS in mainstream social sciences. Mapping the imagination of an emerging global south phenomenon.},

author = {Matias Federico Milia},

url = {https://osf.io/download/67fac44f417c91814641c11c/},

year  = {2024},

date = {2024-12-01},

journal = {Center for Open Science},

abstract = {Since the early 2000s, the notion of BRICS has captured an essential part of the social sciences' imagination about genuine and possible shifts in the world system. In different fora, reference to the BRICS countries have become increasingly unavoidable when discussing economic growth, development, global governance, and emerging powers in a transnational setting. Moreover, in recent years, BRICS countries have come together to rise as new global players in international affairs. The original claim of BRICS as the new global locomotive for economic growth gradually made space for a more nuanced set of discussions related to how these imagined geographies of prosperity to come could play leading roles in the world's political and economic agenda, promoting development and progress (Pinheiro 2017:51).

The emergence of BRICS as a Global South phenomenon functions as multi-folded process where historically and geographically situated understandings of global circulations clash, overlap, and compete to preserve or modify existing epistemic frameworks or establish novel analytical lenses.



Social sciences, from political science to development studies, play a crucial part in breaking down, one document at the time, how these expectations and hopes of rising prosperity and reconfiguration of global affairs unfolded. Scientific discussions about this bloc provide meaningful insight into the variety of systematic approaches adopted to understand these emerging flows within the world system, as the latter claim to hold the potential to reorder it beyond the Washington Consensus. The bi-directional capillarity of social sciences that connects them with crucial intellectual functions in our current world —from advisory functions to training technical workforce— offers, a point of entry to map and understand

broader societal changes. From this profoundly relational nature, different social science disciplines offer, then, a peek into the kind of imagination that the idea of the BRICS has set in motion among different experts and research communities.

In a more concrete manner, the social sciences have played a relevant role in building new initiatives to discuss and further investigate these BRICS-related transformations. Bridging area studies, rising post-colonial traditions, and a vast network of diaspora intellectuals from a sociological are central spaces where these discussions have taken place. However, other social sciences such as economics, international relations, and business-related disciplines, have also addressed the array of questions that new global players have raised. Because of this variety of entangled interests, BRICS can function as a meaningful research object as it captures a set of documented accounts of a process in the making, along

with the vast array of collective expectations attached to them.},

keywords = {},

pubstate = {published},

tppubtype = {article}

}