2026 ASEE Annual Conference & Exposition

Exploring Learning Outcomes in Human Rights-Focused Engineering Classes using Mixed-Method Text Analysis

Presented at Liberal Education/Engineering & Society Division (LEES) Poster Session

Recent scholarship has sought to incorporate a human rights-based approach into engineering curricula, expanding professional engineering ethics to include core values underpinning the idea of human dignity. This pedagogical effort aims to prepare future engineers to develop critical thinking skills and recognize the social implications of their work and their responsibilities, which have not been widely discussed in traditional engineering education. In this context, this study investigates how a human rights-based framework shapes students’ awareness and understanding of social responsibility, focusing on the learning outcomes of undergraduate engineering courses on Engineering for Human Rights that emphasize accountability, indivisibility of rights, distributive justice, equal participation, and consideration of duty bearers through case study activities and reflective writings assignments. Our research employs a mixed-method text analysis using both a qualitative tool (NVivo) and natural language processing (NLP) techniques to identify sentimental and discursive trends in students' written assignments and survey responses across a semester-long course on engineering for human rights at the University of Connecticut. Analyses include Word Frequency, Matrix Query, and Sentiment Query in NVivo, and bag-of-words and vector-based semantic approaches in R, to understand key themes, challenges, and opportunities in students' engagement with the concepts of human rights and sustainability. The dataset for this study includes students’ writings and survey responses collected from Spring 2021 to Fall 2025, covering various majors and a balanced distribution of student seniority. Preliminary findings reveal evolving patterns and insights into how incorporating human rights discourse into engineering curricula could bring ethical awareness and nuanced reflections that could, ultimately, help prepare future professionals for ethical and socially responsible practices grounded in human rights principles.

Authors
  1. Ms. Minju Lee University of Connecticut [biography]
  2. JANINE Siqueira Borges University of Connecticut
Note

The full paper will be available to logged in and registered conference attendees once the conference starts on June 21, 2026, and to all visitors after the conference ends on June 24, 2026