Assessing the Fitness of an Academic Library for Doctoral Research
Pourquoi ce travail est dans la base
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Notice bibliographique
Résumé
Objective – At the University of California, Berkeley (UCB), researchers compared how well the library collections supported doctoral research in the three related disciplines of education, psychology, and social welfare. The goal of this project was to gather empirical data to answer questions about materials cited in dissertations, including ownership, age of materials and disciplinary usage. Methods – Researchers analyzed the bibliographies of doctoral dissertations from three academic departments at UCB: education (2009-2010), psychology (2009-2010), and social welfare (2009-2011). The sampling methodology used a systematic sample with a random start. To achieve a 95% (+/-4%) confidence interval, the sample included a total of 3,372 citations from 107 dissertations. Researchers consulted with a statistician to determine the statistical significance of the results. The test for the age of citation used a signed ranks test, which is typical for ordinal data or skewed interval data. The test for ownership was a chi-square test, which is typical for nominal data or dichotomous data. Results – Researchers determined that a very high percentage of the cited journals were owned or licensed by the Library. The ownership rate for cited journals was 97% for both education and social welfare, and 99% for psychology. There was a statistically significant difference between the three disciplines, with psychology better supported than either education (p=.02) or social welfare (p=.01). However, since ownership rates for journals in all three disciplines were extremely high, this was not a meaningful difference. For books, the researchers found a significantly smaller percentage of books owned in social welfare compared to either education (p=.00) or psychology (p=.00). We found no significant difference between the percentages of books owned in psychology versus education (p=.27). Psychology students cited the highest percentage of journals while education students cited the highest percentage of books. Psychology students cited almost no free web resources, but education and social welfare students did cite free web resources (primarily government documents, working papers, or non-governmental organization reports). All three disciplines cited older material than anticipated. Conclusions – The citation analysis, while time-consuming, provided new and important information about the use of the Library’s collections and the level of support the collections afford doctoral students in the three related disciplines of education, psychology and social welfare. This data has informed collections-related decisions including format purchases and fund allocations.
Récupéré en direct depuis OpenAlex et désinversé. Les résumés ne sont pas conservés dans cette base de données : les index inversés représentent 8,6 Go des 9,3 Go de texte de la base, et le serveur dispose de 13 Go libres.
Prédiction distillée sur la base complète
Imitation des enseignantsNi prévalence calibrée, ni vérité terrain. Validation humaine à venir. Apprise à partir de 10 348 étiquettes directes de Codex et de 10 348 étiquettes directes de Gemma. Le mode candidate est l'union des têtes enseignantes seuillées; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont ni des étiquettes humaines ni des étiquettes directes de modèles de pointe.
Scores Codex et Gemma par catégorie
| Catégorie | Codex | Gemma |
|---|---|---|
| Métarecherche | 0,010 | 0,014 |
| Méta-épidémiologie (sens strict) | 0,000 | 0,000 |
| Méta-épidémiologie (sens large) | 0,000 | 0,000 |
| Bibliométrie | 0,000 | 0,001 |
| Études des sciences et des technologies | 0,002 | 0,000 |
| Communication savante | 0,000 | 0,306 |
| Science ouverte | 0,000 | 0,000 |
| Intégrité de la recherche | 0,000 | 0,001 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,000 | 0,000 |
Scores machine (provisoires)
Les deux têtes enseignantes du modèle étudiant, lues sur ce travail. Un score ordonne la base pour la relecture; il n'affirme jamais une catégorie, et le statut de validation accompagne chaque rangée tel quel.
Scores de référence d'un modèle non mature (critères de maturité non atteints, 7 itérations). Un score ordonne; il n'affirme jamais une catégorie.
score_only:v0-immature-baseline · tel quel depuis la passe de notation : score_only signifie que le nombre peut ordonner les travaux, et qu'aucune étiquette de catégorie n'en découle