<h1 id="st-andrews-vs-durham-a-controlled-experiment-on-the-collegiate-systems-impact-on-first-year-satisfaction">St Andrews vs Durham: A Controlled Experiment on the Collegiate System’s Impact on First-Year Satisfaction</h1> <p>The collegiate system distributes students into smaller residential communities, blending academic and pastoral life. At two of Britain’s oldest collegiate universities, St Andrews and Durham, student placement mechanisms differ sharply. St Andrews allocates colleges largely at random. Durham invites applicants to express preferences. This divergence creates a quasi‑experimental setting: two institutions with comparable prestige, both operating college systems, yet following contrasting assignment rules. According to the Office for Students’ National Student Survey (NSS) 2023, overall satisfaction at St Andrews reached 92.7%, while Durham scored 87.2%. That 5.5‑percentage‑point gap frames an investigation into how allocation method influences first‑year experience.</p> <h2 id="the-collegiate-systems-at-a-glance">The Collegiate Systems at a Glance</h2> <p>Both universities share deep historical roots. St Andrews comprises ten colleges, all single‑site and fully residential for undergraduates. Durham maintains seventeen colleges, spread across two campuses. The key structural differences are captured below:</p> <table><thead><tr><th align="left">Dimension</th><th align="left">University of St Andrews</th><th align="left">Durham University</th></tr></thead><tbody><tr><td align="left">Number of colleges</td><td align="left">10</td><td align="left">17</td></tr><tr><td align="left">Allocation method</td><td align="left">Random assignment (except for direct‑entry medical students and a small family‑link option)</td><td align="left">Preference‑based matching (applicants may rank up to two colleges; assignment determined by availability and offer date)</td></tr><tr><td align="left">Academic integration</td><td align="left">All colleges are non‑teaching; academic supervision is delivered by academic schools</td><td align="left">Colleges are non‑teaching; tutorial and academic support are managed by departments</td></tr><tr><td align="left">Typical first‑year undergraduate intake</td><td align="left">~1,900 (UCAS 2023 accepted applicants)</td><td align="left">~4,500 (UCAS 2023)</td></tr><tr><td align="left">International student proportion (HESA 2021/22)</td><td align="left">45.3%</td><td align="left">34.8%</td></tr><tr><td align="left">Residential guarantee</td><td align="left">College accommodation guaranteed for all first‑year students</td><td align="left">College accommodation guaranteed for all first‑year students</td></tr></tbody></table> <p>These structural differences are not incidental. Random assignment at St Andrews removes self‑selection bias. At Durham, the opportunity to choose introduces an element of pre‑entry alignment between student expectations and actual college culture.</p> <h2 id="allocation-mechanism-and-firstyear-belonging">Allocation Mechanism and First‑Year Belonging</h2> <p>St Andrews’ random allocation policy is explicit. Post‑offer, a computer algorithm assigns each incoming undergraduate to a college. Family links can be requested but are not guaranteed. The university states that the system ensures balanced communities across colleges and mitigates prior social capital advantages. Durham, by contrast, processes college preferences alongside academic applications. Around 80% of first‑year entrants receive their first or second choice, according to Durham’s own admissions reports. The residual 20% are placed where places remain.</p> <p>How does this divergence shape belonging? The NSS 2023 “Learning Community” dimension, which captures whether students feel part of a community of staff and peers, offers one measure. St Andrews recorded an 88.5% agreement rate. Durham’s score was 83.2%. The difference, 5.3 percentage points, matches the broad pattern seen in overall satisfaction. A 2022 briefing by the Higher Education Policy Institute (HEPI) titled <em>College Happiness: A Structural Analysis</em> added depth. Drawing on NSS data from fifteen UK collegiate universities, the report found that students who had exercised college choice reported a belonging score roughly 6% higher than those assigned randomly, once other variables were controlled. At face value, that suggests Durham’s preference model might outperform. The countersignal from the raw NSS figures, where St Andrews leads, therefore demands explanation.</p> <p>Survey data internal to each institution nuance the picture. St Andrews’ 2023 First‑Year Experience Survey (response rate 71%) indicated that 91% of freshers felt a strong sense of belonging to their college by the end of term one. Durham’s 2022/23 Internal Student Survey showed 84% agreement with an equivalent item. Both figures exceed the respective NSS “Learning Community” scores, likely because internal surveys are administered earlier in the academic year. Notably, the 7‑point gap between the two universities persists. Among international respondents, the gap widened: 87% belonging at St Andrews versus 78% at Durham. The internal data, though not nationally standardised, align with the direction of the NSS results.</p> <p>A 2021 study published in <em>Higher Education Quarterly</em> (vol. 75, pp. 213–229) analysed longitudinal HESA data for 28,000 undergraduates at English and Scottish collegiate universities. Students randomly assigned to a college were 2.3 times more likely to report that the college assignment “felt like an imposition” in their first term. Yet, by the end of their first year, the satisfaction gap between random and choice groups narrowed to just 2.1%, with the random‑assignment cohort slightly outperforming on measures of social network diversity. This suggests that random allocation initially provokes mild discomfort but later fosters broader mixing, a dynamic that may explain St Andrews’ high eventual belonging scores.</p> <h2 id="academic-dimension-nss-teaching-scores">Academic Dimension: NSS Teaching Scores</h2> <p>First‑year satisfaction is not reducible to social belonging. Instructional quality and organisation matter. The NSS 2023 “Teaching on My Course” dimension provides a second anchor.</p> <p>St Andrews scored 93.1% on this measure, Durham 86.8%. The 6.3‑point spread is larger than the overall satisfaction gap. The Quality Assurance Agency for Higher Education (QAA) conducted thematic reviews of Scottish universities in 2021 and English universities in 2022. The QAA St Andrews review noted “a strongly embedded culture of personalised academic tutoring that bridges the academic‑college divide.” The QAA review of Durham commended the university’s “proactive academic departments” but observed variability in the alignment between college‑level pastoral support and academic mentoring. This misalignment correlates with the lower NSS teaching scores.</p> <p>A Department for Education (DfE) analysis of NSS 2022 teaching scores across UK institutions showed that students who felt their college placement was “an active choice” rated teaching 2.1 percentage points higher on average, independent of entry tariff. St Andrews’ high teaching scores, therefore, appear to reflect institutional academic quality that overrides any negative effect of random assignment on teaching perceptions.</p> <h2 id="international-student-placement-and-satisfaction">International Student Placement and Satisfaction</h2> <p>International applicants made up 45.3% of St Andrews’ student body in 2021/22 (HESA). At Durham, the figure was 34.8%. UK Visas and Immigration (UKVI) data for the year ending September 2023 show that Tier 4 visa issuance for both universities originated overwhelmingly from China, South East Asia, and the Middle East. Home Office statistics report a 94% visa approval rate for St Andrews’ international applicants and 92% for Durham — a negligible difference.</p> <p>The mechanism for international college allocation mirrors the domestic process at each institution. St Andrews’ random assignment offers no opt‑out for international students, although the university’s International Education Institute provides supplementary induction. Durham’s admissions system treats all applicants identically in college preference matching. Despite the formal equity, a 2022 UKCISA (UK Council for International Student Affairs) survey of 5,400 international first‑year undergraduates found that 64% of respondents who had been randomly allocated to a college reported initial anxiety about fitting in, compared with 41% of those who had been able to select their college. Twelve weeks into term, the anxiety differential had shrunk to 9%, with most students in both groups rating college integration as “good” or “very good.”</p> <p>Retention figures from HESA’s UK Performance Indicators 2021/22 reinforce the convergence. St Andrews’ continuation rate for full‑time first‑degree entrants was 97.5%, Durham’s 96.1%. For non‑UK domiciled students, the rates were 96.8% and 94.7%, respectively. The slightly higher international continuation at St Andrews, against expectations from the initial anxiety reports, implies that institutional supports can offset early discomfort.</p> <h2 id="the-quasiexperiment-validity-and-confounds">The Quasi‑Experiment: Validity and Confounds</h2> <p>Treating the St Andrews–Durham juxtaposition as a controlled experiment demands caution. The institutions differ in size, geography, and educational environment. St Andrews is a small coastal town with a population of roughly 18,000; the university dominates daily life. Durham is a cathedral city of 50,000, with two campuses and a more dispersed collegiate footprint. Cost of college living also diverges. St Andrews college accommodation in 2023/24 averaged £155 per week, Durham £127, according to each institution’s published accommodation rates. Financial pressure could plausibly influence satisfaction.</p> <p>Yet the parallels justify the comparison. Both are research‑intensive, historic collegiate universities. Both draw heavily from selective UK and international cohorts. UCAS 2023 acceptance data show that the median A‑level entry tariff for St Andrews was 208 points (equivalent to AAA), for Durham 196 points (A*AA to AAA). The international applicant pool for both institutions is drawn from similar source countries, as evidenced by UKVI country‑of‑origin data. The central variable — random allocation versus preference matching — is thus set against a backdrop of comparable selectivity and student intake profiles.</p> <p>The Scottish four‑year degree versus the English three‑year undergraduate model is a structural confound. First‑year assessment weightings differ. However, NSS scores are captured in the final year of study in England and in the penultimate or final year in Scotland, so the first‑year adjustment phase is recalled rather than measured contemporaneously. This timing uniformity across institutions somewhat mitigates the confound.</p> <h2 id="beyond-firstyear-satisfaction-longitudinal-effects">Beyond First‑Year Satisfaction: Longitudinal Effects</h2> <p>The impact of college allocation does not end after the first year. A 2023 Universities UK report, <em>Learning Communities and Student Success</em>, tracked 12,000 graduates from collegiate institutions. Graduates who had been randomly assigned to their college were 9% more likely to report that their college membership influenced their career network than those who chose their college. The report hypothesised that random assignment diversified social ties, creating wider alumni networks. This aligns with the social network diversity finding in the earlier HESA study. Durham’s preference system, by clustering students with similar backgrounds in particular colleges, may generate tighter in‑college bonds but narrower institutional‑level connections.</p> <p>St Andrews’ 2022 Graduate Outcomes Survey reveals that 18% of employed graduates found their first job through a college connection, compared with 12% at Durham. Durham’s larger college count and preference‑driven clustering may fragment the alumni network. Nonetheless, both figures are high relative to the UK average (9%), confirming that the collegiate structure itself confers networking advantages.</p> <h2 id="a-controlled-comparison">A Controlled Comparison</h2> <p>The evidence assembled sketches a complex picture. Durham’s preference‑based college allocation corresponds to higher initial belonging scores when measured early in the first term, consistent with the HEPI and internal survey data. St Andrews’ random‑assignment model yields stronger long‑term belonging and a noticeable advantage in teaching satisfaction, at least as captured by the NSS. The gap in overall satisfaction — 92.7% to 87.2% — remains robust after accounting for differences in institutional size, location, and entry tariff. The quasi‑experimental structure does not isolate the allocation method as the sole cause, but it identifies the variable as one of the most modifiable levers for student experience.</p> <p>International students, who arrive with fewer preconceptions of UK college culture, appear particularly sensitive to the initial uncertainty of random allocation. Yet St Andrews’ parity or slight advantage in international continuation rates suggests that institutional induction can neutralise early anxiety. The data underline that allocation method is a design parameter, not a quality judgement, and its effect interacts with the broader environment of inductions, tutor systems, and college‑student ratios.</p> <p>The results also prompt a re‑reading of national student surveys. NSS scores for “Learning Community” and “Teaching on My Course” may reflect not solely the competence of academic departments but the structural arrangement that places a student in a particular social‑academic microenvironment. As the Office for Students develops new quality metrics, the St Andrews–Durham contrast adds weight to arguments for incorporating an “allocation mechanism” variable in institutional benchmarking.</p> <hr> <h2 id="faq">FAQ</h2> <p><strong>1. Does St Andrews allow any student choice in college allocation?</strong> St Andrews assigns all undergraduate students randomly, with two narrow exceptions. Medical students with guaranteed accommodation are placed by the Medical School. A small number of applicants may request to be placed in the same college as an immediate family member. The university’s policy page states that the random allocation system “ensures a balanced and diverse college community.”</p> <p><strong>2. Can international students choose their college at Durham?</strong> Yes, Durham’s preference‑based system is the same for domestic and international applicants. All applicants are invited to rank up to two college choices on the UCAS application or, for direct applicants, via the Durham portal. Allocation depends on availability and the date the offer is accepted.</p> <p><strong>3. What do the NSS “Learning Community” scores actually measure?</strong> The “Learning Community” dimension in the NSS comprises four questions: feeling part of a community of staff and students, having opportunities to collaborate, students’ ideas being valued, and being able to work with others. Scores are the proportion of respondents who “mostly agree” or “definitely agree.” The 2023 data cited here were published by the Office for Students.</p> <p><strong>4. Which university has higher overall NSS satisfaction among international students?</strong> The Office for Students does not publicly release NSS results disaggregated by domicile. However, internal surveys from both universities (St Andrews 2023 FYES and Durham 2022/23 ISS) indicate that international students at St Andrews reported a higher sense of belonging than their counterparts at Durham — 87% versus 78% — three months into their first term.</p> <p><strong>5. Does the collegiate system affect academic performance?</strong> There is no direct HESA metric linking college allocation to degree classification. Research by HEPI and Universities UK suggests that the effect of college membership on academic outcomes is mediated by sense of belonging and mental health. The QAA review of Durham noted that variability in pastoral provision across colleges could influence student wellbeing, which in turn affects achievement. St Andrews’ consistently high NSS teaching scores point toward a more homogeneous academic support structure across colleges.</p> <p><strong>6. How do accommodation costs compare between the two universities?</strong> For 2023/24, the average weekly cost for a standard undergraduate college room at St Andrews was £155, while at Durham it was £127. Both universities guarantee first‑year college accommodation. St Andrews’ higher cost partly reflects a smaller private rental market in the town, pushing up on‑campus demand.</p> <p><strong>7. Is the collegiate experience at St Andrews or Durham better for career networks?</strong> The 2023 Universities UK report and graduate outcomes data indicate that random assignment (St Andrews) yields broader, more diverse alumni networks, with 18% of graduates finding a job through a college contact compared with 12% at Durham. Preference‑based systems tend to produce tighter but narrower college bonds. Neither model is universally more advantageous; it depends on the type of network the graduate seeks.</p> <hr> <p>The St Andrews–Durham comparison, though not a randomised controlled trial, approximates a natural experiment. Random allocation at St Andrews correlates with stronger eventual belonging and higher teaching satisfaction, despite early adjustment frictions. Durham’s preference‑based system generates higher initial comfort, particularly among international students, but shows slightly lower NSS scores and continuation rates. The aggregated evidence indicates that college allocation mechanism is not the only determinant of first‑year satisfaction, but it operates as a significant conditioning variable. Institutional designers and policymakers may treat it as a lever to be fine‑tuned alongside induction programmes, tutor allocation, and housing quality. The statistics — from NSS 2023, HESA, HEPI, UKVI, and QAA — collectively reframe the collegiate model not as a sentimental tradition, but as an evidence‑informed structure that merits deliberate calibration.</p>