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Enregistrement W4327591878 · doi:10.18438/eblip30290

Midwest Ecological Study Outlined the Neighbourhood Literacy Environment and the Inequitable Access Children Have to Books in Public Library Branches

2023· article· en· W4327591878 sur OpenAlexvenueno aff
Nandi Prince

Notice bibliographique

RevueEvidence Based Library and Information Practice · 2023
Typearticle
Langueen
DomaineHealth Professions
ThématiqueHomelessness and Social Issues
Établissements canadiensnon disponible
Organismes subventionnairesnon disponible
Mots-clésNeighbourhood (mathematics)CensusLiteracyPopulationGeographyPovertyLibrary scienceDemographySociologyEconomic growthEconomicsMathematicsComputer science

Résumé

récupéré en direct d'OpenAlex

A Review of: Crosh, C., Hutton, J., Szumlas, G., Xu, Y., Beck, A., & Riley, C. (2022). Inequities in public library branch access and children’s book circulation in a Midwestern American city. The International Journal of Information, Diversity, & Inclusion (IJIDI), 6(3), 68-81. https://doi.org/10.33137/ijidi.v6i4.38127 Objective – To explore the impact of the neighbourhood literacy environment (NLE) by examining associations between public library locations, book circulation rates, and neighbourhood racial composition. Design – An ecological study using aggregated data sources. Setting – Forty selected neighbourhood public libraries in the state of Ohio, United States of America. Subjects – Analysis of (1) existing circulation statistics from January 2014 to December 2018 for the neighbourhoods of Cincinnati and Hamilton Public Libraries; and (2) the American Community Survey (ACS) data from 2018. Methods – Among the key components studied for the population was the NLE, which the authors defined as access to literacy materials in a neighbourhood. The data the authors examined for the targeted populations were race, age, poverty level, and library location. The two groups of variables computed were: (1) the connection between circulation rates of children’s books and child poverty; (2) the connection between circulation statistics and the proportion of people who self-identify as Black in the neighbourhood. Additionally, the researchers used the Spearman’s rank order correlation coefficient (rs) to measure the relationships between the correlating variables within each neighbourhood library branch – number of books circulated per child; the census data of children who self-identified as Black; and the children who were designated as 20% below the federal poverty level (FPL). The Chi-square test was used to calculate associations between access to a library branch and child poverty in each neighborhood. In this study, the researchers only looked at the associations between variables at an aggregate level. The authors defined the terms they used in the study: (1) children were ages 0-18 years; (2) children’s books were literature intended for an audience from 0-18 years old; (3) the definition of poverty was taken from the U.S. Census and classified as neighborhoods with 20% of children below the FPL. Main Results – There were 40 library branches that served 81 neighbourhoods, of which there was only a 38% distribution in the high-poverty areas, compared with 58% for the low. Approximately 24 million books were circulated during the 5-year period of 2014 -2018. The median circulation rate per child at the neighbourhood level was 22 books. The results showed steep variations in circulation rates per child across branch locations; the numbers range from 3 to 98 books per child across neighborhoods. The authors indicated that the increases and decreases in the circulation rates were tied to branch location and the area’s socioeconomic status. The primary finding of the data analyzed was a negative correlation between the population identified as Black/African American and lower circulation rates in poorer neighbourhoods. Limitations identified by the authors were (1) the allocation of literacy resources per branch was unknown; (2) the in-library book user statistics in high-poverty neighbourhoods may not be accurately documented; (3) the precise allocations for literacy funds and the use of in-library resources for developing literacy skills need further study. Conclusion – The authors noted that race, economic status, and proximity to public libraries were pertinent factors in understanding inequitable access to books for children in the neighbourhoods studied. The NLE was an important dynamic beyond the home; the availability of books and engagement with them were contributing factors to the development of literacy skills. The associations observed between the variables indicated that improving the NLE matters and libraries must mindfully work to alleviate the disproportionately lower levels of access to books and their unfavorable outcome for children in low-income areas.

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.

Comment cette classification a été obtenuedéplier

Prédiction machine sur la base complète

Imitation des enseignants

Ni prévalence calibrée, ni vérité terrain. Validation humaine à venir. Le volet Gemma est une étiquette directe du modèle pour chaque travail de la base, lue sur la notice réduite au titre. Le volet Codex est un classifieur appris des 10 348 étiquettes directes de Codex et calibré sur les taux pondérés de l'échantillon; les champs sans appui suffisant ne portent aucun appel Codex. Le mode candidate est l'union des deux volets; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont pas des étiquettes humaines.

score de la tête « metaresearch » (Codex)0,001
score de la tête « metaresearch » (Gemma)0,003
Version: metacan-v3-hybrid-931329e0061cStatut de validation: machine_predicted_unvalidated
Catégories candidatesaucune
Catégories consensuellesaucune
DomaineSignal candidat: aucune · Signal consensuel: aucune
Devis d'étudeSignal candidat: Observationnel · Signal consensuel: Observationnel
GenreSignal candidat: Empirique · Signal consensuel: Empirique
Score de désaccord entre enseignants0,147
Score d'incertitude au seuil0,292

Scores du classifieur distillé par catégorie (deux têtes)

CatégorieCodexGemma
Métarecherche0,0010,003
Méta-épidémiologie (sens strict)0,0000,000
Méta-épidémiologie (sens large)0,0000,000
Bibliométrie0,0010,002
Études des sciences et des technologies0,0020,001
Communication savante0,0020,001
Science ouverte0,0000,002
Intégrité de la recherche0,0000,001
Charge utile insuffisante (le modèle a refusé de juger)0,0050,000

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.

Tête enseignante Opus0,050
Tête enseignante GPT0,370
Écart entre enseignants0,321 · la distance entre les deux têtes enseignantes sur ce seul travail
Statut de validationscore_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

Classification

machine, non validée

Prédiction automatique; un appel candidat d’une seule source (Gemma direct ou Codex distillé), pas un consensus.

Les modèles n’ont appliqué aucune catégorie : rien dans la taxonomie ne correspondait à ce travail.
Devis d'étudeObservationnel
Domainenon disponible
GenreEmpirique

Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».

En bref

Citations0
Publié2023
Routes d'admission1
Résumé présentoui

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