Examining libraries as public sphere institutions: Mapping questions, methods, theories, findings, and research gaps
Open accessAbstract
It is common in the literature to see libraries characterized as public sphere institutions, but the exact processes by which libraries support and engage in the public sphere remain under-explored. Based on a systematic review of the research literature on libraries as public sphere institutions, this study maps the questions, methods, theories, and findings of those scholars and librarians who have examined this topic. This research finds that discussions of libraries as public sphere institutions orient around five themes: Community, management and funding, institutional structures and practices, new tools and services, and knowledge organization. Compared to existing research, more focused and stringent research designs are necessary to enhance the understanding of libraries as public sphere institutions. A focused research program can create theoretical and actionable knowledge for knowledge-based policies, strategies, and activities at the international, federal, state, and community levels.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The literature on the community roles of public libraries remains fragmented across thematic domains and often under-specifies the mechanisms through which libraries generate community effects.
“The review argues that the literature has moved decisively beyond narrow service-centred conceptions of the public library, yet remains fragmented across thematic domains and often under-specifies the mechanisms through which libraries generate community effects.”
From Public libraries as social infrastructure: An integrative review of community roles (2026) · cites this paper as Vårheim et al., 2019
Vårheim et al. (2019) show that work on libraries as public sphere institutions is dispersed across multiple research questions and methods.
“Vårheim et al. (2019) show that work on libraries as public sphere institutions is dispersed across multiple research questions and methods, while Sørensen (2021) demonstrates that value research has accumulated unevenly and still leaves important conceptual and methodological gaps.”
From Public libraries as social infrastructure: An integrative review of community roles (2026) · cites this paper as Vårheim et al., 2019
The public sphere literature has not been limited to a single normative claim; it has developed as a dispersed set of questions about how libraries engage in public life and what kinds of activities count as public-sphere work.
“Their review is especially valuable because it demonstrates that the public sphere literature has not been limited to a single normative claim.Rather, it has developed as a dispersed set of questions about how libraries engage in public life and what kinds of activities count as public-sphere work.”
From Public libraries as social infrastructure: An integrative review of community roles (2026) · cites this paper as Vårheim et al., 2019
Review-based knowledge synthesis is now well established within library and information science itself.
“Although the integrative review method has been most fully developed in nursing, health and applied social sciences (Torraco, 2016;Whittemore and Knafl, 2005), review-based knowledge synthesis is now well established within library and information science itself, as recent mapping and systematic reviews of public library scholarship demonstrate (Blanchard et al., 2026;Sørensen, 2021;Vårheim et al.”
From Public libraries as social infrastructure: An integrative review of community roles (2026) · cites this paper as Vårheim et al., 2019
Vårheim et al. (2019), in a mapping review of libraries as public sphere institutions, show that the literature encompasses community, institutional practice, funding, service design and knowledge organisation.
“Vårheim et al. (2019), in a mapping review of libraries as public sphere institutions, show that the literature encompasses community, institutional practice, funding, service design and knowledge organisation.”
From Public libraries as social infrastructure: An integrative review of community roles (2026) · cites this paper as Vårheim et al., 2019
Cites
(1984) · Cited by 81,983 · see citing works
Case Study Research: Design and Methods
Chaiklin, H. (1991) · The Journal of Nervous and Mental Disease · doi:10.1097/00005053-199102000-00025 · Cited by 39,631 · see citing works
Content Analysis: An Introduction to its Methodology.
Shelley, M., & Krippendorff, K. (1984) · Journal of the American Statistical Association · doi:10.2307/2288384 · Cited by 24,305 · see citing works
Content Analysis: An Introduction to Its Methodology
Krippendorff, K. (2019) · doi:10.4135/9781071878781 · Cited by 15,448 · see citing works
The structural transformation of the public sphere: an inquiry into a category of bourgeois society
Habermas, J., Bürger, T., & Lawrence, F. P. (1990) · Choice Reviews Online · doi:10.5860/choice.27-4175 · Cited by 12,640 · see citing works
Methods for the thematic synthesis of qualitative research in systematic reviews
Thomas, J., & Harden, A. (2008) · BMC Medical Research Methodology · doi:10.1186/1471-2288-8-45 · Cited by 9,312 · see citing works
Between facts and norms: contributions to a discourse theory of law and democracy
Sweetman, B. (1997) · Choice Reviews Online · doi:10.5860/choice.34-2995 · Cited by 3,601 · see citing works
Habermas and the public sphere
(1992) · Choice Reviews Online · doi:10.5860/choice.30-1196 · Cited by 1,810 · see citing works
The Public Sphere: An Encyclopedia Article (1964)
Habermas, J., Lennox, S., & Lennox, F. H. (1974) · New German Critique · doi:10.2307/487737 · Cited by 1,353 · see citing works
Theories of the Information Society
Webster, F. (2014) · Routledge eBooks · doi:10.4324/9781315867854 · Cited by 1,292 · see citing works
Introduction to Systematic Reviews
(2013) · Active Learning Exercises · doi:10.21019/ale.2000.252 · Cited by 1,239 · see citing works
How can systematic reviews incorporate qualitative research? A critical perspective
Dixon-Woods, M., Bonas, S., Booth, A., Jones, D. R., Miller, T., Sutton, A. J., Shaw, R. L., Smith, J. A., & Young, B. (2006) · Qualitative Research · doi:10.1177/1468794106058867 · Cited by 860 · see citing works
Snilstveit, B., Oliver, S. R., & Vojtkova, M. (2012) · Journal of Development Effectiveness · doi:10.1080/19439342.2012.710641 · Cited by 597 · see citing works
QUALITATIVE RESEARCH: Recent Developments in Case Study Methods
Bennett, A., & Elman, C. (2006) · Annual Review of Political Science · doi:10.1146/annurev.polisci.8.082103.104918 · Cited by 578 · see citing works
Introduction to systematic reviews
Rushton, K., & Price, O. (2018) · Manchester University Press eBooks · doi:10.7765/9781526136527.00007 · Cited by 474 · see citing works
How do public libraries function as meeting places?
Aabø, S., Audunson, R., & Vårheim, A. (2010) · Library & Information Science Research · doi:10.1016/j.lisr.2009.07.008 · Cited by 239 · see citing works
Self-citationQualitative and mixed methods in systematic reviews
Gough, D. (2015) · Systematic Reviews · doi:10.1186/s13643-015-0151-y · Cited by 94 · see citing works
Systematic reviews and qualitative methods
Dixon‐Woods, M. (2009) · Leicester Research Archive (University of Leicester) · Cited by 62 · see citing works
Knowledge Organization: A Sociohistorical Analysis and Critique
Andersen, J., & Skouvig, L. (2006) · The Library Quarterly · doi:10.1086/511139 · Cited by 61 · see citing works
Democracy, Neutrality, and Value Demonstration in the Age of Austerity
Jaeger, P. T., Gorham, U., Bertot, J. C., & Sarin, L. C. (2013) · The Library Quarterly · doi:10.1086/671910 · Cited by 56 · see citing works
Conceptual modelling of the public sphere in public libraries
Widdersheim, M. M., & Koizumi, M. (2016) · Journal of Documentation · doi:10.1108/jd-06-2015-0079 · Cited by 45 · see citing works
Access and Express: Professional Perspectives on Public Library Makerspaces and Intellectual Freedom
Barniskis, S. C. (2016) · Public Library Quarterly · doi:10.1080/01616846.2016.1198644 · Cited by 42 · see citing works
Archives, libraries and museums in the Nordic model of the public sphere
Larsen, H. (2017) · Journal of Documentation · doi:10.1108/jd-12-2016-0148 · Cited by 40 · see citing works
Newman, J. (2007) · Cultural Studies · doi:10.1080/09502380701470916 · Cited by 32 · see citing works
Social exclusion and the public library
Williamson, M. (2000) · Journal of Librarianship and Information Science · doi:10.1177/096100060003200403 · Cited by 29 · see citing works
Libraries and Their Publics: Rhetorics of the Public Library
Ingraham, C. (2015) · Rhetoric Review · doi:10.1080/07350198.2015.1008915 · Cited by 29 · see citing works
On Libraries and the Public Sphere
Buschman, J. E. (2005) · Lincoln (University of Nebraska) · Cited by 29 · see citing works
Lenstra, N. (2017) · Evidence Based Library and Information Practice · doi:10.18438/b8166d · Cited by 26 · see citing works
Self-citationWiddersheim, M. M. (2015) · Libri · doi:10.1515/libri-2015-0043 · Cited by 23 · cited 5× · see citing works
“(Engström & Eckerdal, 2017, p. 157) “To maintain a public sphere environment, and therefore to Audunson & Evjen, 2017 Engström & Eckerdal, 201 7 Koizumi & Widdersheim, 2016 Widdersheim & Koizumi, 2015; 2016; 2017a; 2017b Widdersheim, 2015 & 2017 benefit the profession.””
BackgroundMethodInfluentialBuschman, J. E. (2006) · The Library Quarterly · doi:10.1086/511136 · Cited by 22 · see citing works
Overblocking autonomy: the case of mandatory library filtering software
Hull, G. (2009) · Continental Philosophy Review · doi:10.1007/s11007-009-9097-x · Cited by 21 · see citing works
Public library as a place and breeding ground of social capital: A case of Singang Library
Chen, T.-T., & Ke, H. (2017) · Malaysian Journal of Library & Information Science · doi:10.22452/mjlis.vol22no1.4 · Cited by 19 · see citing works
Information as currency, democracy, and public libraries
Stilwell, C. (2018) · Library Management · doi:10.1108/lm-08-2017-0078 · Cited by 18 · see citing works
A communication system approach to the problem of public library legitimacy
Widdersheim, M. M., & Koizumi, M. (2017) · Library & Information Science Research · doi:10.1016/j.lisr.2017.01.003 · Cited by 16 · see citing works
In-between strengthened accessibility and economic demands
Engström, L., & Eckerdal, J. R. (2016) · Journal of Documentation · doi:10.1108/jd-02-2016-0013 · Cited by 13 · see citing works
Late, lost, or renewed? A search for the public sphere in public libraries
Widdersheim, M. M. (2016) · D-Scholarship@Pitt (University of Pittsburgh) · Cited by 13 · see citing works
Signal architectures of US public libraries: Resolving legitimacy between public and private spheres
Widdersheim, M. M., & Koizumi, M. (2015) · Proceedings of the Association for Information Science and Technology · doi:10.1002/pra2.2015.145052010025 · Cited by 12 · see citing works
Surpassing the business model: a public sphere approach to public library management
Koizumi, M., & Widdersheim, M. M. (2016) · Library Review · doi:10.1108/lr-11-2015-0111 · Cited by 9 · see citing works
Social exclusion and the public library: a Habermasian insight
WILLIAMSON, M. (2000) · Journal of Librarianship and Information Science · doi:10.1177/0961000004244785 · Cited by 9 · see citing works
Digital technology and governance in transition: The case of the British Library
Harris, M. (2008) · Human Relations · doi:10.1177/0018726708091765 · Cited by 8 · see citing works
Human Rights without Cultural Imperialism
Mathiesen, K. (2016) · Emerald Group Publishing Limited eBooks · doi:10.1108/s0065-283020160000041011 · Cited by 7 · see citing works
Methodological Frameworks for Developing a Model of the Public Sphere in Public Libraries
Widdersheim, M. M., & Koizumi, M. (2016) · D-Scholarship@Pitt (University of Pittsburgh) · Cited by 5 · see citing works
Flagged first, then by citations
1 of the 43 references couldn’t be matched to a known paper.
Cited by
Sorted by citations
Public libraries and the UN 2030 Agenda for Sustainable Development
Kosciejew, M. R. H. (2020) · IFLA Journal · doi:10.1177/0340035219898708 · Cited by 68 · see citing works
Retooling the public library as social infrastructure: a Dutch illustration
van Melik, R., & Merry, M. S. (2021) · Social & Cultural Geography · doi:10.1080/14649365.2021.1965195 · Cited by 52 · see citing works
Sørensen, K. M. (2021) · Library & Information Science Research · doi:10.1016/j.lisr.2020.101067 · Cited by 30 · see citing works
Democratic librarianship in the Nordic model
Koizumi, M., & Larsen, H. (2022) · Journal of Librarianship and Information Science · doi:10.1177/09610006211069673 · Cited by 27 · see citing works
Managing Change in University Libraries in the 21st Century: An Australian Perspective
Gunapala, M., Montague, A., Reynolds, S., & Vo-Tran, H. (2020) · Journal of the Australian Library and Information Association · doi:10.1080/24750158.2020.1756598 · Cited by 23 · see citing works
Stimulators and barriers towards social innovations in public libraries: Qualitative research study
Suchá, L. Z., Bartošová, E., Novotný, R., Svitáková, J. B., Štefek, T., & Víchová, E. (2021) · Library & Information Science Research · doi:10.1016/j.lisr.2020.101068 · Cited by 23 · see citing works
Dalmer, N. K., & Mitrovica, B. L. (2022) · Library & Information Science Research · doi:10.1016/j.lisr.2022.101177 · Cited by 22 · see citing works
Widdersheim, M. M., Koizumi, M., & Larsen, H. (2020) · International Journal of Cultural Policy · doi:10.1080/10286632.2020.1751142 · Cited by 20 · see citing works
Rafi, M., Ahmad, K., & Ming, Z. (2020) · Library Management · doi:10.1108/lm-01-2020-0006 · Cited by 17 · see citing works
Public Libraries and Walkable Neighborhoods
Lenstra, N., & Carlos, J. (2019) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph16101780 · Cited by 17 · see citing works
Self-citationLibraries as felt spaces: Atmospheres, public space and feelings of dis/comfort
Peterson, M. (2023) · Emotion, space and society · doi:10.1016/j.emospa.2023.100986 · Cited by 16 · see citing works
Larsen, H. (2020) · Journal of Documentation · doi:10.1108/jd-05-2020-0075 · Cited by 15 · see citing works
The public library as public sphere: a longitudinal analysis
Appleton, L., & Hall, H. (2022) · Journal of Documentation · doi:10.1108/jd-02-2022-0031 · Cited by 12 · see citing works
Managing Norwegian public libraries as civil public spheres: recent controversies
Larsen, H. (2023) · Journal of Documentation · doi:10.1108/jd-02-2023-0036 · Cited by 12 · see citing works
Audunson, R. A., Andresen, H., Fagerlid, C., Henningsen, E., Hobohm, H.-C., Jochumsen, H., & Larsen, H. (2020) · Saur eBooks · doi:10.1515/9783110636628-001 · Cited by 11 · see citing works
Analisis Pendidikan Agama Islam Dan Pendidikan Akhlak Perspektif Al-Ghazali
Asy’arie, B. F., Ma’ruf, R. A., & Ulum, A. (2023) · Al-Qalam Jurnal Kajian Islam dan Pendidikan · doi:10.47435/al-qalam.v15i2.2279 · Cited by 9 · see citing works
Learning to Belong: Ordinary Pedagogies of Civic Belonging in a Multicultural Public Library
Williamson, R. (2020) · Journal of Intercultural Studies · doi:10.1080/07256868.2020.1806801 · Cited by 9 · see citing works
Sugeno, Y., & Koizumi, M. (2024) · Libri · doi:10.1515/libri-2024-0041 · Cited by 8 · see citing works
Carlsson, H., Hanell, F., & Hansson, J. (2022) · Nordic Journal of Library and Information Studies · doi:10.7146/njlis.v3i1.131852 · Cited by 8 · see citing works
Designing a feminist city: Public libraries as a women’s space
Peterson, M. (2024) · Geoforum · doi:10.1016/j.geoforum.2024.103971 · Cited by 7 · see citing works
Theorizing Public Libraries as Public Spheres in Library and Information Science
Larsen, H. (2020) · Lecture notes in computer science · doi:10.1007/978-3-030-43687-2_46 · Cited by 7 · see citing works
Akter, S., & Bhattacharjee, S. (2025) · Public Library Quarterly · doi:10.1080/01616846.2025.2521230 · Cited by 8 · see citing works
Martens, B. V. D. V. (2021) · Journal of Documentation · doi:10.1108/jd-01-2021-0003 · Cited by 6 · see citing works
What Constitutes a Local Public Sphere? Building a Monitoring Framework for Comparative Analysis
Fischer, R., Keinert, A., Jarren, O., & Klinger, U. (2021) · Media and Communication · doi:10.17645/mac.v9i3.3984 · Cited by 6 · see citing works
Solum, E. E. B.-D. (2024) · Journal of Documentation · doi:10.1108/jd-04-2024-0082 · Cited by 5 · see citing works
Need Satisfaction in Human-Robot Interactions in Public Spaces – A Positive Computing Approach
Finkel, M., Erle, L., Timm, L., Arntz, A., Helgert, A., Straßmann, C., & Eimler, S. C. (2026) · International Journal of Social Robotics · doi:10.1007/s12369-025-01336-0 · Cited by 4 · see citing works
Ćwikła, M., Konior, A., Laberschek, M., Pluszyńska, A., & Szostak, A. (2022) · International Journal of Cultural Policy · doi:10.1080/10286632.2022.2077933 · Cited by 4 · see citing works
Accessibility of Urban Park as a Public Space for a Tourists’ Leisure Time
Perkumienė, D., Švagždienė, B., Vienažindienė, M., & Valatkaitytė, G. (2025) · World sustainability series · doi:10.1007/978-3-031-81485-3_23 · Cited by 3 · see citing works
Maulidah, N. I., Asy’arie, B. F., Nurwahyuni, E., & Sulalah, S. (2024) · JIIP - Jurnal Ilmiah Ilmu Pendidikan · doi:10.54371/jiip.v7i1.3215 · Cited by 3 · see citing works
Keshvari, M., & CheshmehSohrabi, M. (2024) · Public Library Quarterly · doi:10.1080/01616846.2024.2315363 · Cited by 3 · see citing works
Examining the "Culture of Assessment" in Public Libraries
Ferguson, A. (2022) · Pathfinder A Canadian Journal for Information Science Students and Early Career Professionals · doi:10.29173/pathfinder55 · Cited by 2 · see citing works
Konsep Dasar Inovasi Pendidikan Dan Pembelajaran Pendidikan Agama Islam
Asy’arie, B. F. (2023) · DIMAR Jurnal Pendidikan Islam · doi:10.58577/dimar.v5i1.105 · Cited by 2 · see citing works
Increasing Responsibilities of Public Libraries with Varying Client Needs
Qayyum, M. A., Dewi, A. S., & Khan, A. (2025) · Journal of the Australian Library and Information Association · doi:10.1080/24750158.2025.2522474 · Cited by 2 · see citing works
Mapping and searching for a theory and concept of library diplomacy
Mariano, R. (2022) · Information Research · doi:10.47989/colis2208 · Cited by 2 · see citing works
From Print to Pixels: The Changing Landscape of the Public Sphere in the Digital AgePreprint
Yasseri, T. (2023) · SSRN Electronic Journal · doi:10.31235/osf.io/62bqv · Cited by 2 · see citing works
STUDI PERJUMPAAN MISTISISME JAWA PERSPEKTIF AL-QUR’AN DAN MASYARAKAT MODERN
Asy’arie, B. F., & Roibin, R. (2024) · FiTUA Jurnal Studi Islam · doi:10.47625/fitua.v5i1.544 · Cited by 1 · see citing works
People first, preservation later: critical community engagement to activate dialogue-based archives
Han, Y. (2025) · Journal of Documentation · doi:10.1108/jd-09-2024-0210 · Cited by 1 · see citing works
Questions People Ask in NSW Public Libraries: A Pilot Study
Dewi, A. S., Forsyth, E., Craine, J., & Head, M. (2026) · Journal of the Australian Library and Information Association · doi:10.1080/24750158.2026.2689215 · Cited by 1 · see citing works
Yang, X., & Lin, X. (2020) · ACM Transactions on Asian and Low-Resource Language Information Processing · doi:10.1145/3397968 · Cited by 1 · see citing works
How not to research public spheres: A new “dream of a physics of librarianship”
Buschman, J. E. (2021) · Canadian Journal of Information and Library Science · doi:10.5206/cjilsrcsib.v44i1.13540 · Cited by 1 · see citing works
Politische Bildung in Bibliotheken: Herausforderungen und Potenziale
Rethmann, A. (2022) · BIBLIOTHEK Forschung und Praxis · doi:10.1515/bfp-2022-0010 · Cited by 1 · see citing works
Analisis Problematika Pai Dan Solusinya Dalam Menghadapi Era Globalisasi Dan Era Industri 4.0
Asy’arie, B. F., & Mulyadi, M. (2024) · Irsyaduna Jurnal Studi Kemahasiswaan · doi:10.54437/irsyaduna.v3i3.1310 · Cited by 1 · see citing works
Ullah, A. (2024) · Journal of Librarianship and Information Science · doi:10.1177/09610006231224352 · Cited by 1 · see citing works
Sulaiman, M., Susanti, S. S., Aini, N., Wahyudi, F. S., & Asy’arie, B. F. (2024) · JIIP - Jurnal Ilmiah Ilmu Pendidikan · doi:10.54371/jiip.v7i4.3998 · Cited by 1 · see citing works
Public libraries as social infrastructure: An integrative review of community roles
Lee, K. (2026) · Journal of Librarianship and Information Science · doi:10.1177/09610006261461777
Furner, J. (2022) · Library & Information History · doi:10.3366/lih.2022.0098
Why Libraries Matter in the New Diplomacy Era?
Mariano, R. (2022) · Informaatiotutkimus · doi:10.23978/inf.122593
Dimensões e abordagens de uma (nova?) Gestão de Unidades de Informação e Cultura (UICS)
Dutra, L. F., Pereira, F. C. M., & Dias, A. C. T. D. M. (2021) · Múltiplos Olhares em Ciência da Informação · doi:10.35699/2237-6658.2021.37065
ممارسات الحياة اليومية الرقمية للأطفال في ظل الحجر المنزلي أثناء جائحة كوفيد 19. مقاربة سوسيولوجية
ابوحديد, ف. ع. (2023) · Journal of Arts and Social Sciences [JASS] · doi:10.53542/jass.v14i1.5937
Karimi, K., Afsaneh, E., & Rezaiyan, S. (2023) · Iranian Journal of Educational Sociology · doi:10.61186/ijes.6.2.236
Bullying dalam Perspektif Islam Pembelajaran dari Al-Quran dan Hadits
Diana, Z., Zubair, L., & Nur, I. M. R. (2025) · Al-Munawwarah Jurnal Pendidikan Islam · doi:10.35964/munawwarah.v17i1.348
ANALISIS KONSEP PERASAAN DAN EMOSI DALAM PERSPEKTIF PSIKOLOGI PENDIDIKAN ISLAM
Muthrofin, K., & Hakim, L. (2025) · Dar el-Ilmi jurnal studi keagamaan pendidikan dan humaniora · doi:10.52166/darelilmi.v12i1.9294
Htun, H. L., Teshale, A. B., Owen, A. J., Ryan, J. L., Whitrow, M., Baker, J. R., & Freak‐Poli, R. (2026) · Journal of Public Health · doi:10.1007/s10389-026-02676-5
The academic librarian's role in language and learning: Insights from the academic language café
Henriksen, D. L. (2026) · The Journal of Academic Librarianship · doi:10.1016/j.acalib.2026.103290
Bakti, I., Sjuchro, D. W., Rahmat, A., Sjafirah, N. A., & Subekti, P. (2026) · SAGE Open · doi:10.1177/21582440261467850
van Melik, R., & Kofi, J. (2026) · Cities & Health · doi:10.1080/23748834.2026.2722852
Sugeno, Y., Koizumi, M., & Larsen, H. (2026) · Journal of Documentation · doi:10.1108/jd-10-2025-0317
- Authors
- Vårheim, A., Skare, R., & Lenstra, N.
- Affiliations
- UiT The Arctic University of Norway (NO)
- University of North Carolina at Greensboro (US)
- Corresponding author
- Vårheim, Andreas
- Venue
- Library & Information Science Research
- Publisher
- Elsevier BV
- Published
- 2019-04
- Volume
- 41
- Issue
- 2
- Pages
- 93-101
- ISSN
- 0164-0763 (ISSN-L)
- 0740-8188
- OpenAlex
- W2938646915
- Cited by
- 58
- References
- 43
- Citations by year
- 2026: 8 · 2025: 6 · 2024: 9 · 2023: 7 · 2022: 11 · 2021: 6 · 2020: 10 · 2019: 1
- FWCI
- 63.75
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- Library & Information Science Research (publishedVersion, cc-by)
- NORA - Norwegian Open Research Archives (submittedVersion, other-oa)
- Funders
- The Research Council of Norway, Oslo, Norway (259052)
- Topics
- Social Sciences › Library and Information Sciences › Library Science and Administration
- Physical Sciences › Computer Science › Information Systems › Information Science and Libraries
- Physical Sciences › Computer Science › Information Systems › Library Science and Information
- Keywords
- public sphere, library community engagement, knowledge organization, research gaps, knowledge-based policy
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review