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Indigenous Peoples and research: self-determination in research governance

Published in Frontiers in Research Metrics and Analytics

Indigenous Peoples are reimagining their relationship with research and researchers through greater self-determination and involvement in research governance. The emerging discourse around Indigenous Data Sovereignty has provoked discussions about decolonizing data practices and highlighted the importance of Indigenous Data Governance to support In...

Single-case design meta-analyses in education and psychology: a systematic review of methodology

Published in Frontiers in Research Metrics and Analytics

Meta-analysis is of increasing importance as this quantitative synthesis technique has the potential to summarize a tremendous amount of research evidence, which can help making evidence-based decisions in policy, practice, and theory. This paper examines the single-case meta-analyses within the Education and Psychology fields. The amount of method...

What's trust got to do with research: why not accountability?

Published in Frontiers in Research Metrics and Analytics

This paper explores the intricate dynamics of trust, power, and vulnerability in the relationship between researchers and study participants/communities in the field of bioethics. The power and knowledge imbalances between researchers and participants create a structural vulnerability for the latter. While trust-building is important between resear...

Identifying mental health discussion topic in social media community: subreddit of bipolar disorder analysis

Published in Frontiers in Research Metrics and Analytics

Online platforms allow individuals to connect with others, share experiences, and find communities with similar interests, providing a sense of belonging and reducing feelings of isolation. Numerous previous studies examined the content of online health communities to gain insights into the sentiments surrounding mental health conditions. However, ...

Analyzing the dynamics of social media texts using coherency network analysis: a case study of the tweets with the co-ha...

Published in Frontiers in Research Metrics and Analytics

Introduction This study examines the associations between time series, termed “coherency,” using spectral analysis. Coherence squared, analogous to the squared correlation coefficient, serves as a metric to quantify the degree of interdependence and co-evolution of individual nodes. Methods We utilized spectral analysis to compute coherence squared...

Responsible models and indicators: challenges from artificial intelligence

Published in Frontiers in Research Metrics and Analytics

Open when, why, to whom? Changing challenges, perspectives and practices in a new research culture

Published in Frontiers in Research Metrics and Analytics

Evaluative altmetrics: is there evidence for its application to research evaluation?

Published in Frontiers in Research Metrics and Analytics

Bending time: lessons from critical, community-engaged, liberatory research

Published in Frontiers in Research Metrics and Analytics

In this article, we use the framework of chronopolitics and racialized time to explore our experiences as professors of color at predominantly white institutions who strive to do emancipatory, community-driven research. Our shared work as organizers for Education for Liberation Minnesota (EdLibMN), a grassroots organization working to bring togethe...

Sciducio: a practical framework for guiding the development and leadership of the academic research environment

Published in Frontiers in Research Metrics and Analytics

The goal of this paper is to introduce Sciducio, a practical framework for guiding the development and leadership of an academic research environment. The principal audience for this framework is new academics, that is individuals beginning a tenure-track position in the U.S or a lecturing position elsewhere in the world. However, we also believe t...