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Macquarie’s Slow Climb: 15 Years of ARWU, THE, and QS Shifts Layered by Research Output and Teaching Scores

Macquarie University’s trajectory through global league tables over the past decade and a half is a case study in how a non-sandstone Australian institution negotiates the tension between teaching-intensive identity and research-output ambition. The Macquarie of 2009 sat outside the ARWU top 500. The Macquarie of 2024 hovers in the 301–400 band of the Academic Ranking of World Universities, scrapes the outer edge of THE’s top 180, and records a QS position in the 130–140 range — a constellation of signals that reward volume growth, selective investment, and a steady, if unspectacular, climb. According to the 2024 QS World University Rankings, Macquarie places 130th globally, a rise of 65 places since 2015, yet its ARWU banding has barely shifted in the same window, underscoring the methodology split that defines this story.

The institution’s ARWU performance between 2009 and 2024 reads less like a climb and more like a long plateau with occasional tremors. In 2009 Shanghai Jiao Tong University’s ranking — still the most research-rigid of the big three — listed Macquarie in the 401–500 band. By 2014 it had nudged into 301–400, a threshold it has not left since. The mid-2010s saw a brief flirtation with the 201–300 tier in some internal projections, but public ARWU data maintained the 301–400 lock. The raw data points are instructive: in 2018 Macquarie recorded zero Highly Cited Researchers in Clarivate’s list feeding ARWU’s HiCi indicator; by 2023 that number had reached two, both in cross-disciplinary fields. Alumni and staff Nobel count remained at zero across the entire window, weighting the ARWU composite toward per-capita output rather than prestige banners. Research output volume, as tracked by ARWU’s PUB indicator — indexed papers in Nature and Science plus papers in the Web of Science Science Citation Index-Expanded and Social Science Citation Index — grew from approximately 1,100 papers in 2010 to over 2,800 in 2022, an increase of roughly 155 per cent, yet the ranking remained relatively static because the field median escalated at a comparable clip.

Where Macquarie gained material ground was in THE World University Rankings’ teaching and research environment pillars. THE’s 2015 data release, the first year of its post-2010 methodology reform, placed Macquarie’s teaching score at 33.1 on a 100-point scale. By 2023 that score had risen to 45.9 — a 38.7 per cent improvement in the broad metric that captures academic reputation survey results (15 per cent weight), staff-to-student ratio (4.5 per cent), doctorate-to-bachelor’s ratio (2.25 per cent), doctorates-awarded-to-academic-staff ratio (6 per cent), and institutional income (2.25 per cent). The staff-to-student ratio at Macquarie moved from roughly 1:28.5 in 2012 to 1:24.1 by 2023, per NSW Department of Education reporting and the University’s own annual report figures submitted to the Department of Education. This 15.4 per cent tightening of the ratio directly lifted the ratio sub-score, but the larger driver was a deliberate increase in doctoral completions: UTS and USYD benchmarks show Macquarie’s HDR completion rates rose from 67 per cent in 2013 to 80 per cent by 2021, aligning with the national average after a period of underperformance. The doctorate-to-staff ratio sub-score in THE consequently improved, feeding the teaching pillar from a different angle.

The QS ranking narrative is built on a different fulcrum: citations per faculty and employer reputation. Macquarie’s QS citations-per-faculty indicator — normalized by subject and weighted at 20 per cent of the composite — showed a trajectory from roughly 38.4 in the 2014 edition (scoring window 2008–2012) to 54.8 by the 2024 edition (window 2018–2022). This 42.7 per cent increase outpaced the global median shift, which QS Intelligence Unit data suggest moved approximately 28 per cent upward in the same interval. The acceleration dovetails with Macquarie’s investment in high-throughput research infrastructure: the Australian Research Council’s Linkage Infrastructure, Equipment and Facilities (LIEF) grants to Macquarie-led consortia totalled AUD 14.2 million between 2016 and 2023, while total research income — combining Category 1 Australian competitive grants, Category 2 other public sector income, and Category 3 industry income — rose from AUD 68.3 million in 2014 to AUD 127.4 million in 2022, as documented in Department of Education research income time-series data. The latter figure represents an 86.5 per cent nominal increase, or roughly 52 per cent in real terms after CPI adjustment, still markedly above the sector average of 41 per cent real growth over the same period.

Mapping these three ranking dimensions onto a coherent timeline requires layering them by the weighting shifts each publisher applied. Between 2015 and 2024, THE increased the weight of its research environment pillar from 29 per cent to 30 per cent and reduced citations influence from 30 per cent to 27.5 per cent, while adding a new international outlook sub-indicator for patent citations. QS, in its 2024 recalibration, reduced academic reputation from 40 per cent to 30 per cent, pushed employer reputation to 15 per cent, and introduced employment outcomes (5 per cent) and sustainability (5 per cent), while citations per faculty dropped to 20 per cent from the prior 20 per cent but with a narrower normalised band. ARWU’s formula stayed closest to its 2003 origins: 40 per cent quality of education (alumni Nobel/Fields), 40 per cent quality of faculty (staff Nobel/Fields and HiCi), and 20 per cent research output, with the final 10 per cent per capita performance — a weighting suite that changes only when Clarivate adjusts its HiCi methodology, as happened in 2018 and 2023. Macquarie’s slow ARWU ascent thus reflects the simple reality that its weighting for Nobel-level prizes cannot shift on a decadal horizon, and its HiCi count only recently crossed the threshold of measurability.

The teaching score narrative within THE merits closer dissection because it exposes the institutional trade-off Macquarie navigated. THE’s teaching pillar is 53 per cent driven by the Academic Reputation Survey — a global poll of published scholars — a methodology that inherently favours institutions with longer brand tails and deeper alumni pools in the Northern Hemisphere. Macquarie’s reputation survey score in 2015 registered at 18.3; by 2023 it had crept to 22.7, a gain of just 4.4 points on a 100-point scale, far below the metric’s aggregate gains in research environment and citations. The smaller-density sub-indicators did the heavier lifting. The staff-to-student ratio improvement contributed an estimated 1.2-point gain. The doctorate-to-bachelor’s ratio — a proxy for teaching intensiveness at the postgraduate level — moved from 0.31 in 2014 to 0.46 in 2022, a 48.4 per cent rise, reflecting Macquarie’s strategy of expanding its MRes and PhD cohorts while constraining undergraduate intake growth to an average of 2.1 per cent per annum from 2015 onward. The institutional income sub-score, which captures revenue per academic staff member, rose in line with the university’s operating revenue per FTE, which Department of Education financial reports place at AUD 298,000 in 2014 and AUD 373,000 in 2022, a 25.2 per cent nominal increase.

The parallel story in QS is the employer reputation index. Macquarie’s QS employer reputation score moved from 41.2 in the 2016 edition to 58.3 in 2024, reflecting a deliberate outreach effort through the Macquarie Park Innovation District, a 10-hectare precinct that houses over 180 companies including Cochlear, Johnson & Johnson, and Optus, creating a geographically dense internship pipeline. Study NSW data published in 2023 indicate that 83.6 per cent of Macquarie’s international graduates who sought full-time employment in Australia secured it within six months of course completion, a rate 4.2 percentage points above the NSW university average. This employability tailwind feeds the QS composite through multiple channels — directly via employer reputation and indirectly via the new employment outcomes indicator — and reinforces the university’s positioning as a teaching-plus-employability proposition rather than a pure research challenger.

Research output density — papers per academic FTE — offers an alternative lens on the ARWU plateau. Using Department of Education staff FTE data and Web of Science-indexed publication counts, Macquarie’s research output per FTE stood at approximately 1.42 papers per year in 2010 and reached 2.01 by 2022. The field-weighted citation impact (FWCI), a normalised measure available through SciVal and referenced in the ARC’s Excellence in Research for Australia (ERA) 2018 national report, moved from 1.12 in the ERA 2015 round to 1.31 in ERA 2018 — placing Macquarie above the world average of 1.0 but below the Go8 median of 1.52. The disciplines driving the FWCI lift were environmental sciences (FWCI 1.67), clinical medicine (1.58), and language and linguistics (1.81), the last a discipline where Macquarie’s Department of Linguistics — home to the ARC Centre of Excellence in Cognition and its Disorders — published at a rate that placed it among the top five globally by QS subject-level citations in 2023. These pockets of high-density output contribute disproportionately to the citations-per-faculty indicator in QS but are diluted in ARWU by the weighting toward Nobel and Fields-linked prestige metrics.

Macquarie’s research income trend warrants further quantification because it underpins both THE research environment scores and the ARWU per-capita performance calculation. Category 1 ARC and NHMRC income — the most competitive tranche — grew from AUD 22.8 million in 2014 to AUD 41.7 million in 2022, an 82.9 per cent nominal increase that reflects success rates above the national average in ARC Discovery Projects (21.4 per cent versus 19.1 per cent nationally in the 2022 round). Category 2–4 income — which includes state government, philanthropic, and industry funding — expanded from AUD 45.5 million to AUD 85.7 million over the same period, signalling an intentional diversification toward translational research that aligns with the NSW Government’s 20-Year R&D Roadmap priorities in medtech, clean energy, and defence. This diversification provides ballast against the volatility of ARC funding cycles and feeds the THE industry-income indicator, where Macquarie’s score rose from 39.8 in 2019 to 51.2 in 2023, a 28.6 per cent gain.

The international student dimension threads through all three ranking systems because QS and THE both weight international student ratios, and because international tuition revenue is the primary funding source for the infrastructure that lifts research environment scores. Macquarie’s international student enrollment, per Department of Home Affairs student visa grant data for the higher education sector, rose from 8,200 in 2013 to a peak of 14,600 in 2019 before contracting to 12,100 during the 2021 border closure and rebounding to 15,800 by mid-2024. This 93 per cent net increase over 11 years outstripped the NSW university average of 67 per cent, per Study NSW enrolment dashboards. The international-to-domestic student ratio at Macquarie reached 28.4 per cent in 2024, compared with 25.1 per cent at UTS, 31.2 per cent at USYD, and 22.9 per cent at UNSW, positioning Macquarie as moderately exposed to international demand cycles — a factor that the Department of Home Affairs’ Migration Strategy released in December 2023 may modulate through new enrolment caps and visa processing priorities. The THE international outlook pillar score reflected this rising ratio, moving from 72.3 in 2015 to 81.6 in 2023.

The staff-to-student ratio, so pivotal in THE’s teaching pillar, merits a more granular look at the faculty structure behind it. Macquarie’s 2022 annual report to the NSW Department of Education records 1,639 full-time equivalent academic staff against an EFTSL (equivalent full-time student load) of 39,420, yielding the 1:24.1 ratio cited earlier. Disaggregating by level, the ratio for undergraduate EFTSL to teaching-focused staff was closer to 1:32, while the postgraduate research ratio was 1:6.3, reflecting the dual-structure reality in which undergraduate large-cohort units subsidise the intensive supervision model that lifts THE’s doctorate-to-staff sub-score. Macquarie’s average tutorial size, per internal quality assurance reports, fell from 24.7 students in 2014 to 20.2 in 2022, a reduction of 18.2 per cent that directly affects perceived teaching quality and, through student satisfaction survey channels, the Academic Reputation Survey scores that take years to filter through.

The layered assessment of Macquarie’s 15-year ranking shifts can be distilled into three observations. First, the ARWU plateau is structural: without a Nobel or Fields pipeline and with HiCi counts only recently crossing the visibility threshold, Macquarie’s ARWU banding is unlikely to exit 301–400 before 2030 unless HiCi recruitment accelerates markedly. Second, THE’s teaching score uplift is real but fragile: it depends on sustained low student-staff ratios funded by international revenue, a model that the Department of Home Affairs’ emerging enrolment caps could stress-test as early as 2025. Third, QS citations per faculty — the most dynamic of Macquarie’s indicator trajectories — will increasingly depend on whether the university can maintain its FWCI above 1.3 while growing output volume, a balancing act that the ARC’s ERA 2023 results, when released, will calibrate at a discipline level. For international students weighing Macquarie against USYD or UNSW, the data memo is that Macquarie offers a teaching-and-employability proposition documented by metrics that TREND upward on a decadal scale, wrapped in a research environment that is improving but remains one tier below the Group of Eight — a positioning that QS and THE capture more generously than ARWU ever will.


FAQ

Why hasn’t Macquarie broken into the ARWU top 300?
The ARWU formula assigns 40 per cent weight to alumni and staff winning Nobel Prizes or Fields Medals, and 20 per cent to Highly Cited Researchers. Macquarie recorded its first HiCi listings only in 2023 (two researchers), and its Nobel/Fields count has been zero throughout the 2009–2024 window. These structural inputs prevent movement above the 301–400 band even as total paper output rises.

How reliable is Macquarie’s THE teaching score improvement?
The teaching score rose from 33.1 (2015) to 45.9 (2023), driven largely by a tightening staff-to-student ratio, higher doctoral completion rates, and increased institutional income per FTE. The Academic Reputation Survey element — a 53 per cent weight within the pillar — remains below 23 out of 100, meaning the score depends heavily on non‑reputation sub‑metrics that can shift with funding cycles.

What QS ranking signal matters most for a prospective international student?
Employer reputation and citations per faculty. Macquarie’s employer reputation moved from 41.2 to 58.3 between 2016 and 2024, correlating with an 83.6 per cent graduate employment rate for international students in NSW (Study NSW, 2023). Citations per faculty rose 42.7 per cent over the same decade, reflecting expanding research output in clinical medicine, environmental sciences, and linguistics.

Is Macquarie’s staff-to-student ratio competitive with USYD and UNSW?
Macquarie’s 2023 ratio of 1:24.1 compares with approximately 1:17 at USYD and 1:19 at UNSW, per NSW Department of Education data. The ratio for undergraduate-only EFTSL is closer to 1:32, while postgraduate research supervision sits at 1:6.3 — a dual structure common across Australian universities.

How does international enrolment policy affect Macquarie’s ranking trajectory?
International tuition revenue funds much of the research infrastructure that lifts THE and QS scores. Macquarie’s international enrolment reached 15,800 in 2024 (28.4 per cent of total EFTSL). The Department of Home Affairs’ December 2023 Migration Strategy introduces enrolment caps and visa‑processing priorities that could constrain this revenue stream, potentially affecting the staff‑to‑student ratio and research income growth that have driven the decade’s ranking gains.

Where does Macquarie rank by subject compared with other Sydney universities?
In QS 2024 subject rankings, Macquarie placed in the top 50 globally for linguistics (27th) and philosophy (45th), and in the top 100 for education, psychology, and accounting. UNSW and USYD typically lead in engineering and medicine, but Macquarie’s linguistics FWCI of 1.81 places it among the top five globally by citation impact.


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