Engineers Taught Sustainability Excel at Teamwork but Struggle to Keep Learning

A decade of student data from a Malaysian engineering program has revealed an uncomfortable truth about how universities teach sustainability: graduates are becoming excellent communicators and collaborators, but their capacity for independent problem-solving and lifelong learning is quietly eroding. The finding comes from one of the most exhaustive audits of sustainability education ever conducted, in which researchers tracked ten consecutive semesters of performance in a single graduate course and cross-examined the results against thousands of student feedback records. The study, published in the journal Discover Sustainability, offers both a warning and a blueprint for universities worldwide scrambling to prepare engineers for a planet in flux.

The research team, led by Norashikin Ahmad Kamal of Universiti Teknologi MARA in Shah Alam, focused on a course called Sustainable Management, taught within a Master of Civil Engineering program at a Malaysian public university. Civil engineers occupy a peculiar position in the sustainability transition: they design the bridges, water systems, and urban infrastructure that either lock societies into carbon-intensive patterns or unlock resilient, low-impact futures. If sustainability principles fail to take root in civil engineering education, the consequences are literally built into the landscape for generations. That stakes-laden reality is precisely why the researchers chose to dissect this course with unusual forensic intensity.

Methodologically, the study is a tour de force of educational analytics. The team employed a mixed-methods design anchored in Continuous Quality Improvement, or CQI, a discipline borrowed from industrial engineering that treats education as a production process subject to the same statistical scrutiny as a manufacturing line. Quantitative data came from raw score marks across ten semesters, supplemented by a decade’s worth of institutional CQI reports documenting how the course was adjusted, reviewed, and re-adjusted over time. These numbers were then corroborated against qualitative insights harvested from Student Feedback Online, the university’s systematic feedback platform, allowing the researchers to triangulate what students achieved with what students experienced.

The results split cleanly into two categories: competencies that thrive and competencies that wobble. Communication, professionalism, and collaboration demonstrated consistently robust performance across the entire ten-semester window. Students emerged from the course able to articulate sustainability trade-offs, work in multidisciplinary teams, and conduct themselves with professional maturity. This is no small achievement, and it aligns with what accreditation bodies such as the Washington Accord increasingly demand from engineering graduates. The message from the data is that structured, well-designed coursework can reliably build the interpersonal and ethical dimensions of sustainability competence.

But the picture darkens considerably when the analysis turns to lifelong learning and problem-solving. These two competencies exhibited what the researchers describe as considerable heterogeneity and intermittent deterioration, statistical language for a troubling pattern: some semesters produced strong results, others produced marked declines, and the variance between individual students was substantial. In practical terms, the course was succeeding at teaching students what to think about sustainability while leaving unevenly developed their ability to keep learning about it independently after graduation, and to solve novel problems that no lecture has anticipated. For a field where the science, regulations, and technologies shift annually, that gap is not a footnote. It is the central vulnerability.

The heterogeneity finding deserves particular attention because it exposes a structural weakness in how sustainability is often taught. Courses that deliver content through lectures and assessments naturally reward students who master material within the semester’s boundaries. But lifelong learning is a metacognitive skill, a habit of self-directed inquiry that must be deliberately cultivated through open-ended projects, reflective practice, and iterative feedback. The intermittent deterioration suggests that whenever course design drifted toward content delivery and away from skill cultivation, the fragile competencies degraded first. Educational quality, the data implies, is not a fixed attribute of a program but a moving target that decays without active maintenance.

From this diagnosis, the researchers constructed their principal contribution: a comprehensive CQI framework that integrates global certification standards and stakeholder expectations through iterative feedback loops, data-driven analytics, and structured stakeholder involvement. The framework operates as a closed circuit. Learning outcome data flows in from assessments and feedback platforms, gets analyzed against international benchmarks and industry needs, generates targeted curriculum interventions, and then the cycle repeats with the next cohort measuring whether the intervention worked. It is, in essence, a control system for education, applying the same engineering logic of measurement, correction, and verification that civil engineers apply to the structures they build.

What elevates the framework beyond a local fix is its explicit alignment of three traditionally separate domains: curriculum design, sustainability competencies, and industry requirements. Universities frequently design curricula in academic isolation, accreditors evaluate against abstract standards, and employers complain that graduates arrive unprepared, with little mechanism connecting the three conversations. The Malaysian team’s model forces them into a single feedback architecture, ensuring that what is taught, what is measured, and what the profession actually needs remain coherent. The authors position the result as an evidence-based, adaptable model that other institutions can transplant, a claim strengthened by the framework’s reliance on data structures, such as semester-level outcome tracking and standardized feedback instruments, that most universities already collect but rarely integrate.

The study also carries quiet methodological lessons for the growing field of education research. By mining existing institutional data, pseudonymized marks, feedback records, and quality reports, the researchers produced findings of international significance without a single new data collection instrument, an approach the university’s ethics review waived for formal approval precisely because it involved de-identified secondary data handled in compliance with Malaysia’s Personal Data Protection Act. The implication is provocative: most universities are already sitting on a decade of CQI reports and feedback archives that could yield exactly this kind of diagnostic insight, if anyone thought to analyze them as a longitudinal dataset rather than filing them as bureaucratic paperwork.

The broader stakes extend well beyond one Malaysian campus. Sustainability management education is expanding rapidly across engineering schools worldwide, driven by accreditation mandates, employer demand, and the sheer urgency of climate adaptation. Yet the field has lacked rigorous, longitudinal evidence about whether these courses actually produce the competencies they promise. This study supplies that evidence, and its verdict is nuanced: the social and professional dimensions of sustainability education appear to be working, while the cognitive engines of independent inquiry and adaptive problem-solving require deliberate redesign. For the engineers who will rebuild the world’s infrastructure under climate pressure, the difference between those two outcomes may determine whether the sustainability transition is led by professionals who keep learning, or by ones who stopped at graduation.

Subject of Research: Continuous quality improvement framework for evaluating learning outcomes in sustainability management education for civil engineers

Article Title: Establishing a comprehensive continuous quality improvement framework for evaluating learning outcomes in sustainability management education

Article References: Kamal, N. A., Apandi, N. M., Daud, N. R., & Rahman, N. A. (2026). Establishing a comprehensive continuous quality improvement framework for evaluating learning outcomes in sustainability management education. Discover Sustainability. https://doi.org/10.1007/s43621-026-04633-4

Image Credits: AI Generated

DOI: 10.1007/s43621-026-04633-4

Keywords: sustainability education, civil engineering, continuous quality improvement, learning outcomes, lifelong learning, problem-solving, curriculum design, Malaysia, master's education, student feedback, accreditation standards, educational analytics