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Record W4221127908 · doi:10.18438/eblip29971

Supporting the Intersections of Life and Work: Retaining and Motivating Academic Librarians Throughout Their Careers

2022· article· en· W4221127908 on OpenAlexvenueno aff
Lori Birrell, Marcy A. Strong

Bibliographic record

VenueEvidence Based Library and Information Practice · 2022
Typearticle
Languageen
FieldSocial Sciences
TopicLibrary Science and Information Literacy
Canadian institutionsnot available
Fundersnot available
KeywordsKaleidoscopeFeelingPsychologyConversationDocumentationCoding (social sciences)Medical educationComputer scienceSocial psychologyMedicineSociology

Abstract

fetched live from OpenAlex

Objective – This study uses the Kaleidoscope Career Model (Mainiero & Sullivan 2006a) to determine key sources of motivation for library professionals during their careers and identifies strategies for how library administrators can better retain and inspire their staff. Methods – The authors adapted the Kaleidoscope Career Model survey tool with permission from Mainiero and Sullivan. The authors used Qualtrics to send out the adapted survey and in October 2019 emailed a call for participation with the survey link to six library electronic mailing lists. A total of 433 participants completed the survey. The authors reviewed the demographic data and charts Qualtrics generated and used an open-coding method to analyze the qualitative responses to open-ended questions included in the survey. First, they read through those responses, identified common words, phrases, and ideas, which became initial codes. Then the authors reviewed the codes and determined themes common in the data. Each author coded and analyzed each question. Those themes then informed the discussion and recommendations shared in this article. Results – Nearly 60% of respondents identified as being in the Authenticity phase, 15% in the Challenge phase, and 18% in the Balance phase. When asked if they felt supported, those in the Authenticity phase reported the highest overall level of satisfaction, with those in the 47–52 years old cohort experiencing peak feelings of support. The study found that all early career practitioners seemed interested in continuing in a supervisory role. Those older participants in the Balance phase were less interested than those in the other two phases in continuing to supervise. Those in the Authenticity phase identified most strongly with being organizational leaders. By contrast, older participants in the Balance phase did not identify strongly as leaders. Those in the Challenge phase showed strong interest in being leaders at an early age and that interest increased among older cohorts. Conclusion – This study is the first to analyze sources of motivation for academic librarians during the stages of their careers. When working with librarians who identify with the Authenticity phase, administrators should work with their employees to develop career goals that are extrinsically based, such as what can be achieved through good work rather than striving for a dream position. Librarians in the Balance phase would benefit from early opportunities to develop leadership roles or serve in supervisory roles. These early opportunities better fit with their efforts to prioritize family later in life. Librarians in the Challenge phase are intrinsically motivated to achieve and strive. They may experience disappointment as newer career librarians continue to advance and as they begin to plateau later in life. Leaders must consider the kinds of changes their organization can withstand as they strive to best support and foster the growth and development of all of their employees.

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)0.002
metaresearch head score (Gemma)0.003
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies, Scholarly communication
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.651
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0020.000
Scholarly communication0.0010.407
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 head0.031
GPT teacher head0.309
Teacher spread0.278 · 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 teacher head, not a consensus.

Study designNot applicable
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

Citations3
Published2022
Admission routes1
Has abstractyes

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