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Record W1553102437 · doi:10.18438/b83g8j

Choosing the Right Book: Factors that Affect Children’s Reading

2011· article· en· W1553102437 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

venuePublished in a venue whose home country is Canada.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueEvidence Based Library and Information Practice · 2011
Typearticle
Languageen
FieldSocial Sciences
TopicLibrary Science and Administration
Canadian institutionsnot available
Fundersnot available
KeywordsAffect (linguistics)Reading (process)Computer sciencePsychologyLinguisticsCommunicationPhilosophy

Abstract

fetched live from OpenAlex

A Review of:
 Maynard, S., Mackay, S., & Smyth, F. (2008). A survey of young people's reading in England: Borrowing and choosing books. Journal of Librarianship and Information Science, 40(4), 239-253.
 
 Objective – To analyze factors affecting book choice: reading recommendations, reasons for choosing series books, book reviews, and school libraries.
 
 Design – This secondary analysis of data is based on a selection of findings from a larger 2005 survey that monitored trends in youth reading habits. The large scale 2005 study was designed as a follow up to a 1996 survey. The 2005 survey used online questionnaires and formal statistical analysis to compare gender and age groups. The data on factors affecting book choice were derived from the original questions, responses, and analyses. 
 
 Setting – Questionnaires were administered in 
 22 primary and 24 secondary schools in the UK with access to computers and internet. 
 
 Subjects – Almost 4,200 students from 4 to 16 years of age.
 
 Methods – Study authors invited approximately 150 schools to participate in the survey. Forty-six schools (31%) responded. A total of 22 primary and 24 secondary schools participated in the original study between April and June 2005.
 
 This study used comparative analysis to examine factors affecting book choice between gender and age groups. Statistical significance was defined as one percent. Other demographic information was collected, such as ethnicity, language spoken at home, and religion, but was deemed insufficient for any meaningful analysis.
 
 There were 4,182 responses to the survey, separated into three age groups: ages 4 to 7 (KS1), ages 7 to 11 (KS2), and ages 11 to 16 (KS3&4). 
 
 Students were asked to describe themselves as readers by responding to multiple choice questions, and then to provide specific information on the places or people most frequently used as book borrowing sources. Participants were considered “enthusiastic” readers if they “read a lot with pleasure” and “average” readers if they “read an ordinary amount”. Participants responded to additional multiple choice questions on specific factors related to borrowing books and book choices, the process of choosing series, fiction, and nonfiction books.
 
 Main Results – Readers: The number of children who described themselves as “enthusiastic” readers decreased with age, and approximately half of the children between 7 and 16 years of age described themselves as “average” readers, average rating increasing slightly through this age group. Investigators found a marked difference in gender within the 4 to 7 year olds: 49.7% percent of girls in this age group considered themselves “enthusiastic,” compared to 37.3% of boys. Only 18.5% of girls considered themselves “reluctant” readers, compared to 28.1% of boys. 
 
 The longitudinal comparison to the earlier 1996 study found that although the percentage of boys from ages 7 to 16 who described themselves as reluctant readers stayed about the same, the percentage of girls who described themselves as reluctant increased. There was also a dramatic drop in the number of girls who described themselves as enthusiastic; from 51% in 1996 to 17% in 2005.
 
 Borrowing Books: Libraries of all types (school, classroom and public) were the prime sources for borrowing books. Girls borrowed more books from schools than boys, and girls also borrowed more books from non-library sources (family members and friends) than boys. Both boys and girls increasingly reported borrowing more books from friends than from libraries as they grew older.
 
 Over half of each age group rated the school library or classroom book corner as having “enough” books. The perception of “too many books” decreased with age. The perception of quality of the classroom or school library also decreased with age. The number of students in the younger age groups who rated the quality of books in the classroom or school library as “very good” was significantly higher than students in the older age groups. The number of student who rated the quality as “okay” doubled from the lower to the higher age group. 
 
 Choosing Books: Children were asked six questions related to whether the physical book itself provided motivation to read, and six questions related to other factors for book recommendation. Younger readers were more likely to choose a book for its visual appeal, although this factor (interesting cover or illustrations inside) was more consistent for boys of all age groups than girls. The author’s name and book blurb were stronger factors for girls in the 7 to 16 age group than for boys. 
 
 The study authors sought to explore the idea of “shared reading” and asked children in the 7 to 11 and 11 to 16 age groups how often they chose a book based on a recommendation from a friend or family member, a public or school librarian, or other adults. Friends were the strongest recommendation source (43.2% for 7 to 11 year olds and 38.4% for 11to 16 year olds). Recommendations from school or public librarians rated only three to six percent for both age groups. 
 
 All age groups were asked about choosing series books, and the questions were simplified for the younger age group. All students reported that appealing factors were the consistency of characters, familiar storylines, and familiar writing styles. Some students also noted that the availability of series books positively affected their choices.
 
 Print or online book reviews were used “hardly ever or never” by over 40% of the 7 to16 year old age groups, while television or magazine reviews or recommendations were highly rated by over 50% of respondents in the same age groups. Participants chose informational or non-fiction books because of personal interests, hobbies, or recommendations from friends, while they selected fiction or poetry for the blurb, title, or appearance and design of the cover. Celebrity recommendations and books about celebrities were popular reasons for choosing books. 
 
 When asked who helped them choose books, 53.2% in the 7 to11 age group and 66.1% in the 11to 16 age group stated that no one ever helps them. Of the students who had help choosing books, “family members” was the most common response. Local librarians were not used as a source for recommendations.

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.

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, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.874
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0010.426
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.035
GPT teacher head0.282
Teacher spread0.247 · 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