Impact of international accreditation in the recognition of academic degrees in the domestic and foreign labor market. Case study: Civil engineering program
Bibliographic record
Abstract
Abstract: In a globalized era it is not enough to have a professional qualification to ensure economic and professional success. The academic background of professionals must be adequate to face challenges and solve problems of a globalized and dynamic world. Civil engineers face many complications when seeking an international career. There are many differences within the profession globally such as: resources, workforce, climate, language, culture, philosophies, regulations, etc. which raise the entry barriers to fully practice as a civil engineer. The International accreditations play a major role as the first evidence of the civil engineer technical proficiency. These assure the quality of the higher education curricula and add value to the human capital on an international context. Despite the fact that many Mexican Universities have academic programs which have international accreditations, civil engineer graduates cannot easily work across borders. This paper describes the impact that international accreditation has for civil engineers when seeking an international career.Keywords: accreditation, higher education, self-study, universitiesJEL: I23,I25, I28Resumen: En la educación global, no es suficiente el tener una calificación profesional para asegurar el éxito económico y profesional. La formación académica de los profesionales debe ser adecuada para enfrentar los retos y resolver los problemas de un mundo globalizado y dinámico. Los ingenieros civiles se enfrentan a muchas complicaciones en la búsqueda de una carrera profesional en el plano internacional. Hay muchas diferencias dentro de la profesión a nivel mundial, tales como: recursos, mano de obra, clima, idioma, cultura, filosofías, reglamentos, etc., que elevan las barreras de entrada para ejercer plenamente como ingeniero civil. Las acreditaciones internacionales desempeñan un papel importante como la primera evidencia de la capacidad técnica del ingeniero civil. Estos aseguran la calidad de los planes de estudios de enseñanza superior y agregan valor al capital humano en un contexto internacional. A pesar de que muchas universidades mexicanas tienen programas académicos que cuentan con acreditaciones internacionales, los graduados de ingeniería civil no pueden trabajar fácilmente a través de las fronteras. En este trabajo se describe el impacto que la acreditación internacional tiene para los ingenieros civiles en la búsqueda de una carrera internacional.Palabras clave: acreditación, auto estudio, educación superior, universidades
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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 | 0.007 | 0.008 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.007 | 0.003 |
| Scholarly communication | 0.004 | 0.002 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.011 | 0.001 |
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".