MétaCan
Menu
Back to cohort
Record W2587966062 · doi:10.18260/1-2--20835

A Multidisciplinary Global Health Course with an Integrated International Field Experience

2020· article· en· W2587966062 on OpenAlexaboutno aff
Michael J. Rust, Steven Northrup

Bibliographic record

Venuenot available
Typearticle
Languageen
FieldEngineering
TopicBiomedical and Engineering Education
Canadian institutionsnot available
Fundersnot available
KeywordsMultidisciplinary approachCurriculumContext (archaeology)Variety (cybernetics)GlobalizationHealth careClass (philosophy)Medical educationGlobal healthEngineering ethicsMedicinePolitical scienceSociologyComputer scienceEngineeringPedagogySocial scienceGeographyArtificial intelligence

Abstract

fetched live from OpenAlex

Abstract A Multidisciplinary Global Health Course with an Integrated International Field ExperienceThe recent trend of economic globalization has created a need for engineering graduates withskills outside of the traditional curriculum [1]. In particular, engineering graduates must beprepared to develop solutions in a variety of unfamiliar environments, including foreigncountries, languages, and cultures. Recently, a number of biomedical engineering programs havedeveloped opportunities that emphasize global perspectives through extracurricular activities andresearch experiences [2, 3]. In this work, we describe a multidisciplinary course-based approachthat integrates an international field experience with the study of global health.The new course, which is titled Global Health & Technology, was designed to bring togetherundergraduate students from a variety of disciplines and academic levels to study issues facinghealthcare around the world. The focus of the class is the relationship between healthcare andtechnology in a global context, thus the course content included a study of major diseases, typesof healthcare systems, and socioeconomic considerations. Additionally, each student conductedan independent literature review of the healthcare status of a foreign country and presented theirfindings to the class. The students also worked in teams to develop technology-based solutions tospecific global health issues within economic and material constraints.The centerpiece of the course was an 11-day faculty-led field experience in Guatemala thatoccurred at the end of the semester. To prepare for the field experience, the students were givenlanguage instruction as well as lectures on the history and culture of Guatemala. During the fieldexperience, the students visited clinical care facilities, such as a large regional hospital and alocal clinic. Additionally, the students conducted a health assessment of the region byinterviewing and surveying administrators, healthcare workers, and patients at various facilities.In order to assess the impact of the new course on student interest and attitudes toward globalhealth, a set of pre- and post-course surveys were developed and administered. The results fromthe surveys showed increased student-reported knowledge regarding global health issues aftercompleting the course. The students also reported an increased level of interest in pursuingfurther studies and careers in the area of global health, as well as a desire to become moreproficient in a foreign language.Due to the success of the new course, which was implemented for the first time in Spring 2011, itis expected that subsequent offerings will maintain the integrated format. Additionally, the healthassessment completed during the field experience is expected to generate global health projectsthat may be completed by students in future course offerings as well as the senior designcurriculum. As a result, this course may serve as a model for other institutions who wish to bringauthentic global learning to their own students at various locations in their undergraduateengineering curriculum.References[1] J.M. Grandin and E.D. Hirleman, “Educating engineers as global citizens: A call to action,” Report of the National Summit Meeting on the Globalization of Engineering Education, March 2009.[2] M.I. O’Connor, L. Young, and J.D. Gassert, “A world of education: Healthcare without borders,” Proceedings of the 2011 ASEE Annual Conference, Vancouver, Canada, June 26-29, 2011.[3] B.B. Fasse and P. Benkeser, “Developing the global biomedical engineer through a 12- month international undergraduate research experience in the U.S. and China,” Proceedings of the 2011 ASEE Annual Conference, Vancouver, Canada, June 26-29, 2011.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Simulation or modeling · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.892
Threshold uncertainty score0.452

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
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 head0.013
GPT teacher head0.295
Teacher spread0.282 · 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.

The models applied no category: nothing in the taxonomy fit this work.
Study designSimulation or modeling
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
Published2020
Admission routes1
Has abstractyes

Explore more

Same topicBiomedical and Engineering EducationFrench-language works237,207