MétaCan
Menu
Back to cohort
Record W4402785289 · doi:10.18438/eblip30559

Korean Immigrant Parents Are Validated in Their Perceptions of Deficits in Library Resources Supporting Korean Immigrants in Three Southeastern Suburban Counties

2024· article· en· W4402785289 on OpenAlexvenueno aff
Christine Fena

Bibliographic record

VenueEvidence Based Library and Information Practice · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicLibrary Science and Administration
Canadian institutionsnot available
Fundersnot available
KeywordsImmigrationPerceptionNew immigrantsGeographyLibrary sciencePsychologyComputer scienceArchaeology

Abstract

fetched live from OpenAlex

A Review of: Kim, Y., Kim, H. C. L., & Kim, J. (2023). Korean immigrants’ perceptions of library services and library multicultural programs for Asian communities before and during COVID-19. Frontiers in Education, 8, Article 1081143. https://doi.org/10.3389/feduc.2023.1081143 Objective – To explore Korean immigrant parents’ use and perceptions of public libraries and to analyze the resources and programs offered by public libraries that specifically support multiculturalism and the needs of immigrants. Design – Descriptive case study using a questionnaire for parents and additional analysis of library resources and programs. Setting – Three public library systems within three counties in a metropolitan area of a southeastern U.S. state. Subjects – 141 Korean immigrant parents, as well as library resources and 318 programs offered across the three public library systems. Methods – Respondents were recruited among parents of children enrolled in nonprofit summer camps at three local Korean American churches. The questionnaire included two open-ended questions and six closed questions and was completed prior to the COVID-19 pandemic. It was analyzed with quantitative methods including Chi-square test and correlation and Spearman’s rank order correlation. SPSS was used to conduct an inferential analysis of the responses. The analyzed library resources and programs were divided into two different time periods; phase 1 or the “before COVID-19” phase consisted of data collection from January to April 2018, and phase 2 or the “during COVID-19” phase consisted of data collection from January to April 2021. The number of books and digital media in Korean, as well as the number of multicultural programs offered, were counted, and qualitative methods were used to classify the programs into categories for analysis. Main Results – Key results of the questionnaire include that 79% of the respondents resided in one of the three counties within the public library systems being analyzed, and 79% spent time at the library at least once per year. Reasons for visiting the library included children’s books (97%), study spaces (18%), books for parents’ needs (12%), and library programs (8%). Most respondents (82%) did not think or did not know if libraries offered programs for immigrants. Of parents who were aware of programs for immigrants, only 7% (n=1) were aware of being able to borrow books in Korean, and 53% (n=8) were aware of programs such as ESL classes. Correlation analysis showed that the more time a respondent spent at a library, the more they believed that the libraries offered programs for immigrants. Some respondents (43%, n=61) provided reasons for library dissatisfaction, which included language barriers (38%), lack of Korean resources (38%), lack of cultural events (25%), lack of knowledge about how to use the library (10%), and staff unkindness (7%). Respondents who listed future needs (23%, n=33) asked for academic support programs for their children (33%) and more services for adults (61%), including ESL classes (30%), cultural events (12%), adult classes (9%), and books in Korean (6%). The analysis of library resources across library systems A, B, and C respectively showed 371 (0.27% of total collection), 636 (0.27%), and 1 (0.04%) books in Korean, and 16, 89, and 0 electronic resources in Korean, with less than 4% of the total resources in Korean being published since 2009. The analysis of multicultural programs at library systems B and C was divided into analysis of programs for children and adults and included the number and frequency of programs within multiple categories. Multicultural programs were more likely to be offered to adults than to children, and the total adult multicultural programs increased during COVID-19 compared to before COVID-19. However, the percentage of specifically Asian American programming decreased during COVID-19 in System B (from 6.3% to zero) and increased in System C (from zero to 3%). Conclusion – Amongst the respondents, libraries were especially valued for access to books for their children. The respondents' perceptions of the lack of availability of multicultural programming, as well as resources specifically for the Korean community, was reflected in the analysis of programs offered, which showed that there were few programs offered specifically in support or celebration of Asian or Asian American communities. The analysis of books and electronic resources documents a lack of Korean-language resources, especially recently published resources. The number of resources at the libraries does not adequately reflect the percentage of Korean Americans in the larger community.

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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScholarly communication
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.221
Threshold uncertainty score0.855

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0000.000
Scholarly communication0.0010.222
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 head0.281
Teacher spread0.258 · 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 designObservational
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

Citations1
Published2024
Admission routes1
Has abstractyes

Explore more

Same venueEvidence Based Library and Information PracticeSame topicLibrary Science and AdministrationFrench-language works237,207