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Record W4403529794 · doi:10.21900/j.alise.2024.1675

How Public Libraries Build Sustainable Communities in the 21st Century

2024· article· en· W4403529794 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueProceedings of the ALISE Annual Conference · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicLibrary Science and Administration
Canadian institutionsnot available
Fundersnot available
KeywordsPolitical scienceEnvironmental planningLibrary scienceGeographyComputer science

Abstract

fetched live from OpenAlex

This panel presents research and scholarship, case studies, and reflective narratives that exemplify how public libraries use social capital to build communities and affect social change (Wojciechowska, 2021). Session participants will hear from the book editors and chapter authors of a book entitled How Public Libraries Build Sustainable Communities in the 21st Century published by Emerald in 2023. Panelists will share both national and international case studies. This panel, led by the book editors: Kaurri C. Williams-Cockfield, a Ph.D. student at the University of Alabama, and Dr. Bharat Mehra, Professor & EBSCO Endowed Chair in Social Justice in the School of Information Sciences at the University of Alabama, features speakers, discussing their chapter case studies including Dr. Lynn Connaway, Executive Director for Research at OCLC who discusses library programs designed to close the legal justice gap; Christine D’Arpa, Assistant Professor in the School of Information Sciences at Wayne State University who proposes a sustainable communities model based on four separate research projects focusing on the role library staff play in building sustainable communities; Amber Matthews, Ph.D. candidate at Western University who discusses the development of a black community public library in Canada; Dr. Yong Ju Jung, Assistant Professor in the School of Library and Information Science at the University of Oklahoma who discusses a picturebook library designed to address book culture and empower children’s ecological sensitivity in South Korea; and Dr. Sarah Ryan, Associate Professor of Information Science and Director of the Law Librarianship Program at the University of North Texas who discusses the role of public libraries in the knowledge economy. These case studies situate public libraries as a backbone organization within the community and illustrate how public libraries support the implementation of the U.N. Sustainable Development Goals (SDGs). In 2021, Kania et al. researched the implementations of collective impact since 2011 assessing the effectiveness and ways different groups have adapted the model. The key finding from this analysis is that successful collective impact efforts must make equity the focus of their work (p. 38). Kania et. al (p. 41) identified five strategies for centering equity: Ground the work in data and context and target solutions Focus on systems change, in addition to programs and services Shift power within the collaborative Listen to and act with the community Build equity leadership and accountability The correlation between public libraries and the UN SDGs is clear given that “information is a central component of sustainable development goals'' (Kosciejew, 2020, p. 330). The International Federation of Library Associations and Institutions (IFLA) direct involvement in the data gathering and planning processes for the SDGs ensured that information access was part of every SDG and was identified as the common connector between the goals (Kosciejew, 2020, p.332). In Access and Opportunity for All: How Libraries Contribute to the United Nations 2030 Agenda, the IFLA (2019) outlines how libraries support all the SDGs by promoting literacy, providing access to information, serving as a network hub, supporting digital inclusion, encouraging research and academics, and by preserving culture and heritage. As public awareness and advocacy for the SDGs increase, the work of public libraries in community building is receiving greater attention given that public libraries expand social capital through their program and service connections. These connections are best illustrated by correlating the voices, programs, and research of the IS community to the SDGs, and by examining the collective strategic actions needed to achieve “collective impact” (Albright et al., 2022; Collective Impact Forum, 2016; Kania et al., 2021; Library of the Future, n.d.; Lynn et. al, 2018; Paschalville Partnership, n.d.; Veccharelli, J. 2018; Williams-Cockfield, K., 2022; Wojceichowska, M. D., 2021). Table 1 provides an outline of the program agenda. Program Agenda Activity Duration Introduction to the Project and the Panelists: Williams-Cockfield, Mehra 5 Minutes Discussion of Selected Chapters ● Lynn Silipigni Connaway – “The Library Serves as an Amplifier and Connector to the Community it Serves: Building Bridges to Legal Assistance” ● Christine D’Arpa – “Sustaining Ourselves, Sustaining Relationships, Sustaining Communities” ● Amber Matthews – Anti-racism in Practice: The Development of a Black Community Public Library in Canada” ● Yong Ju Jung – “A Small Library Making Big Changes: A Case Study of the Baramsup Library” ● Sarah Ryan – “Public Libraries as Key Knowledge Infrastructure Need to Empower Communities, Promote Economic Development, and Foster Social Justice” 40 Minutes Chapter Q&A 10 Minutes Breakout, Small Group Sessions - How Does Your Work Relate to the SDGs? 20 Minutes Debrief of Breakout Sessions and Conclusion: Williams-Cockfield, Mehra 15 Minutes Table 1: Williams, K. (2024) By the conclusion of this panel, participants should understand how public libraries impact social change in communities and ideas for public library programming that supports the SDGs. Educators will have concrete examples that can be used as case studies in the classroom.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScholarly communication
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.829
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.001
Scholarly communication0.0040.008
Open science0.0020.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.038
GPT teacher head0.272
Teacher spread0.234 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it