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Information Hygiene: a Challenge and an Opportunity for Libraries and Librarians

2025· article· en· W7117244089 on OpenAlexvenueno aff
Michaela Dombrovská

Bibliographic record

VenueCanadian Journal of Information and Library Science · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicLibrary Science and Administration
Canadian institutionsnot available
Fundersnot available
KeywordsChampionRelevance (law)Information technologyHygieneInformation seekingInformation systemCzechPublic informationInformation behavior

Abstract

fetched live from OpenAlex

This paper explores information hygiene as a crucial framework for fostering a healthy digital lifestyle and promoting overall resilience. It traces the concept's evolution, noting its increasing relevance amid rising challenges like artificial intelligence, misinformation, disinformation, and digital addiction, exacerbated by recent global events. The study integrates findings from two comparative research projects on student information behavior in Czechia and Slovakia, alongside an analysis of Czech national reports on digital addictions. These investigations consistently reveal student concerns regarding digital distress and the negative impact of technology on personal interactions. The paper proposes information hygiene as a comprehensive approach, resting on information literacy, cybersecurity, and digital resilience. It emphasizes that effective information hygiene involves both sound information habits and healthy lifestyle habits that bolster overall well-being. A case study of a new university course on information hygiene demonstrates its practical application. Ultimately, public libraries are identified as key institutions uniquely positioned to champion information hygiene, empowering individuals to navigate the complex digital world with greater resilience.

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.

How this classification was reachedexpand

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 categoriesScholarly communication
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.857
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
Bibliometrics0.0010.001
Science and technology studies0.0010.001
Scholarly communication0.0030.095
Open science0.0000.000
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 head0.023
GPT teacher head0.267
Teacher spread0.244 · 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

Classification

machine, unvalidated

Machine predicted; both teacher heads agree on what is shown here.

Study designTheoretical or conceptual
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2025
Admission routes1
Has abstractyes

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