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Record W4414227275 · doi:10.18438/eblip30723

Crisis Leadership Characteristics Necessary for Public Library Personnel During Natural Disaster Situations Include Emotional Control, Empathy, Collaborative Coordination, and Community Advocacy

2025· article· en· W4414227275 on OpenAlexaffvenue
Lisa Shamchuk

Bibliographic record

VenueEvidence Based Library and Information Practice · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicDisaster Management and Resilience
Canadian institutionsMacEwan University
Fundersnot available
KeywordsThematic analysisFocus groupEmpathyOrder (exchange)Plan (archaeology)Crisis communicationNatural disasterCrisis managementCrisis response

Abstract

fetched live from OpenAlex

A Review of: Tu-Keefner, F., Hobbs, A., & Lyons, D. (2025). Libraries on the front lines: The imperative for disaster-ready information professionals. Journal of Library Administration, 65(1), 79–99. https://doi.org/10.1080/01930826.2024.2432230 Objective – To determine critical leadership characteristics necessary for library staff in times of crisis and disaster. Design – Thematic analysis of previous case studies that employed focus groups and interviews. Setting – Specific public libraries in South Carolina, Texas, California, and Kentucky (USA) that experienced natural disaster events between 2015-2024. Subjects – Library administrators, librarians, and staff members involved in library services during crisis situations. Methods – Transcripts from focus groups and interviews, conducted during site visits and online meetings, were thematically analyzed using Boin et al.’s (2005) five critical tasks of crisis leaders and Goleman’s (1998, 2004) five components of emotional intelligence at work. Main Results – The authors’ qualitative analysis reveals evidence of five effective crisis leadership characteristics that include: 1) self-awareness and initiative in times of crisis that result in community-first engagement initiatives; 2) the ability to maintain emotional control and empathy in order to prioritize staff and community needs; 3) goal oriented and collaborative decision making and coordination of services; 4) provision of clear and credible communication of information; and 5) learning and growing from experiences in order to make decisions in the moment but also to plan and train for future situations. Conclusion – Based on their analysis, the authors present and prioritize ten key recommendations for crisis and disaster management aimed at enhancing community engagement. The authors also recommend that LIS education programs incorporate instruction on key crisis leadership characteristics and emphasize the importance of continuing education and professional development. They highlight the need for collaborative planning efforts during non-crisis periods to ensure libraries are adequately prepared for future emergencies.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.004
metaresearch head score (Gemma)0.010
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesScholarly communication
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Commentary · Consensus signal: none
Teacher disagreement score0.996
Threshold uncertainty score0.028

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.010
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.001
Science and technology studies0.0030.002
Scholarly communication0.0040.002
Open science0.0010.003
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0080.002

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 head0.027
GPT teacher head0.288
Teacher spread0.262 · 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; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

Study designNot applicable
Domainnot available
GenreCommentary

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 routes2
Has abstractyes

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