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Record W1572486235

Access to Elementary Education for Indigenous Girls

2012· article· en· W1572486235 on OpenAlexvenueno aff
Lourdes C. Pacheco Ladrón de Guevara, María del Refugio Navarro Hernández

Bibliographic record

VenueResources for feminist research · 2012
Typearticle
Languageen
FieldSocial Sciences
TopicIndigenous Cultures and Socio-Education
Canadian institutionsnot available
Fundersnot available
KeywordsIndigenousRacismGender studiesSociologyEthnic groupOppressionPovertyEquity (law)Economic growthPolitical sciencePoliticsLaw
DOInot available

Abstract

fetched live from OpenAlex

The ethnic identity of Indigenous girls affects their access to elementary education. Elementary education provides the possibility of modifying girls' futures, particularly if the school becomes a place where there is dialog between custom and equity. Therefore, in order to build more promising futures for Indigenous girls, teachers and planners in elementary education must take into consideration the girls' social and cultural environments to encourage their participation in formal education. Introduction If sexism is discrimination based on sex, marginalization is inequality based on poverty, racism is discrimination based on racial and/ or ethnic origin, and ageism is discrimination based on age, the discrimination that combines all four is more than a quadruple discrimination. It is in this magnified intersection of inequalities--ethnic, class, gender, and age--where the Indigenous girls live. These intersecting forms of oppression shape the girls' daily lives, limiting their alternatives and choices, including their access to basic education. Fortunately, there are both national and international efforts to combat this reality. For instance, in Mexico, the Programa Nacional de Desarrollo Educativo (National Program for Educational Development) outlines the government's commitment to eliminating all forms of discrimination against women. Among the United Nations' eight Millennium Development Goals, two reflect commitment to women's education and equality: 1) to achieve universal primary education; and 2) to promote gender equality and empower women. Furthermore, in February 2006, the member nations of the E-9 (the nine most populated nations), among them Mexico, made the commitment to ensure that by 2015 all children have access to free, quality primary education and to suppress gender disparities in primary and secondary education. The importance of women's education as a means to achieve development is widely recognized. Women's access to elementary education, for instance, is fundamental to reducing poverty, malnutrition, and fertility rates as well as increasing women's access to the labour market (Prawda, 2004). Investment in women's education has an impact that goes beyond simple educational statistics, it affects the whole of society. However, as educational programs are developed, the focus should be the education itself, rather than education as a means to these larger goals. When the focus is the larger goal, there tends to be neglect of the quality of the programs. National and International institutions measure the number of schools built or the faculty-to-student ratio. However, there is little attention paid to the effectiveness of the programs. A focus on the larger goals, that is on the effectiveness of the educational program, requires that planners and teachers pay attention to the local Indigenous culture and social organization. It is necessary to work within these contexts to be able to attract girls into the school and keep them there. Without such considerations, the institutional investments in education are ineffective. In this study we explore the obstacles Indigenous girls of western Mexico face in order to attend elementary school. We analyze the challenges that elementary education faces in its attempt to guarantee equality in education and eliminate gender inequalities. In the first section we address gender discrimination and in the second the Indigenous girls as students. We seek to understand the girls' experience based on adult women's stories of the difficulties they confronted in order to attend school. To do this, we must consider the meaning that formal education has for the community itself. This research is based on studies conducted in the Wirrarika community, also known as the Huichol, of the Sierra Madre Occidental of Western Mexico, in the state of Nayarit. The Wirrarikas are descendants of the original Indigenous peoples of the American continent. …

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 machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.044
Threshold uncertainty score0.148

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0030.000
Scholarly communication0.0010.001
Open science0.0000.003
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0440.002

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 head0.107
GPT teacher head0.496
Teacher spread0.388 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
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
Published2012
Admission routes1
Has abstractyes

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