Children and New Media: Youth Media Participation. A Case Study of Egypt and Finland
Bibliographic record
Abstract
This article focuses on a single case study; the first findings of a qualitative part of the Youth Media Participation (YMP) project in Argentina, Egypt, Finland and India (2009-11) on 10-18 year-old children’s participation through media. Youth Media Participation is funded by the Academy of Finland (2009-11). It collects and analyses three kinds of data from children and young adults; 1) focused interviews collected in Egypt, India and Finland (24 in each country), 2) a questionnaire for statistical data collected from Argentina, Egypt, India and Finland (1,200 in each country, N: 4,800) and 3) media diaries for a separate publication about «One Day of Media» (100 collected in Argentina, Egypt, India, Finland and Kenya, N: 500). The purpose was to undertake an exploratory study to find new ways to approach research questions on children’s participation through media in different countries. The YMP project was launched with focused interviews in Finland and Egypt. This paper focuses on the qualitative, explorative part of the project: the focused interviews that were used to test the original research questions, to explore the many forms of media participation, and to create the questionnaire needed in further research. The project aims at enhancing our understanding of media literacy and its connections to media participation and civic activity. El artículo recoge un estudio de caso único sobre los primeros resultados del análisis cualitativo del proyecto PJM (Youth Media Participation), desarrollado en Argentina, Egipto, Finlandia e India. PJM es apoyado por la Academia de Finlandia (2009-11). Se analizan tres tipos de información provenientes de niños y jóvenes: entrevistas focalizadas en Egipto, India y Finlandia (24 en cada país); cuestionarios para recolección de datos estadísticos de Argentina, Egipto, India y Finlandia (1.200 por país, 4.800 totales); y diarios de medios para una publicación adicional sobre «Un día de medios» (500 totales, 100 obtenidos en Argentina, Egipto, India, Finlandia y Kenia respectivamente). Se indagaba, mediante el estudio exploratorio, nuevos enfoques a preguntas de investigación sobre la participación de niños de distintos países en medios. El proyecto PJM se inició con entrevistas focalizadas en Finlandia y Egipto. Este artículo se centra en la parte cualitativa y exploratoria del proyecto: entrevistas focalizadas para ratificar las preguntas originales de investigación, explorar múltiples formas de participación mediática y crear el cuestionario necesario para investigaciones posteriores. El proyecto busca mejorar nuestra comprensión de la alfabetización mediática y sus vínculos con la participación en los medios y actividad cívica.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.003 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.004 |
| Science and technology studies | 0.013 | 0.004 |
| Scholarly communication | 0.004 | 0.003 |
| Open science | 0.001 | 0.006 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.003 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".