Updated Mar 28, 2026
Improving higher education quality at institutional scale takes more than a single survey. At Student Voice Analytics, we see student involvement in decision-making as essential, and Strydom and Loots (Source) show why institutions need multiple forms of student voice in higher education to design and improve complex quality initiatives.
In recent years, higher education quality has increasingly been judged through outcomes. Hazelkorn, Coates and McCormick (2018) describe quality outcomes in terms of meeting societal demands through new knowledge, innovation, and employability, alongside institutional performance on equity of access, participation, and opportunity. That makes student voice valuable not only for course-level tweaks, but for wider institutional improvement.
Student voice in higher education can take four forms (Dunne and Zanstra, 2011):
These four forms sit on a spectrum of "voice vs action" and "institution-driven vs student-driven". In simple terms, student voice can be grouped under two broad headings:
That distinction matters because institutions need both insight and action. Hall (2018) argues that some forms of student voice, especially students as evaluators, can become performative within institutions. Student voice can also reinforce the idea of students as consumers within higher education. The practical implication is clear: institutions need to show that student voice is valued, acted on, and built into quality-enhancing practice, with clear processes that close the loop in student voice initiatives. Action-based approaches often lead to more visible contributions, but a combination of methods gives institutions a stronger basis for improving quality.
Strydom and Loots show how student voice can shape institutional design through a case study of a South African university. The university developed four practices to improve student engagement and performance: academic advising, an academic tutorial programme, a literacy course, and a first-year experience course. These programmes drew on multiple student voice sources to guide ongoing development:
Bringing these sources together gives institutions a fuller view of what students experience, from individual participation in a specific programme to broader patterns across higher education. Data analytics can deepen that picture further. The benefit is a broader evidence base for large-scale improvement without losing sight of individual needs.
For institutions trying to improve higher education quality, the message is clear: one channel is not enough. A mix of student voice methods helps more students contribute, produces richer evidence, and makes it easier to design changes that work at scale. The strongest approach is not simply collecting more feedback, but ensuring that diverse voices are represented within each method and then using that evidence to guide action.
Q: How do institutions ensure a diverse representation of student voices in their decision-making processes?
A: Institutions can improve representation by seeking feedback from students across different demographics, including ethnicity, gender, socioeconomic background, and discipline. That usually means combining targeted outreach with accessible focus groups, surveys, and forums that encourage participation from underrepresented groups, and treating student voice and listening as two sides of the same process. The aim is not only to collect more responses, but to make sure a wider range of perspectives shapes institutional decisions.
Q: What specific text analysis techniques are employed to analyse student feedback and other forms of student voice?
A: Institutions may use several text analysis techniques, including sentiment analysis to identify overall tone, thematic analysis to uncover recurring topics, and keyword analysis to surface common terms or phrases. These approaches help teams process large volumes of feedback more systematically, so student voice can inform decisions at both course and institutional level.
Q: How do institutions measure the impact of changes made based on student voice on the overall quality of education?
A: Institutions usually measure impact with a mix of quantitative and qualitative indicators. These can include student satisfaction surveys, academic performance data, retention rates, graduation rates, engagement levels, and feedback on specific initiatives. Comparing results before and after a change helps institutions judge whether an intervention is working and whether further action is needed.
[Source Paper] Strydom, F., Loots, S. (2020). The student voice as contributor to quality education through institutional design. South African Journal of Higher Education, 34(5), 20-34.
DOI: 10.20853/34-5-4263
[1] Hazelkorn, E., Coates, H., and McCormick, A. C. (2018). Research handbook on quality, performance and accountability in higher education. Higher Education, 79, 939–940.
DOI: 10.1007/s10734-019-00442-z
[2] Hall, V. (2017). A tale of two narratives: Student voice – what lies before us?. Oxford Review of Education, 43(2), 180‒193.
DOI: 10.1080/03054985.2016.1264379
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