Category: Data

  • K-12 districts are fighting ransomware, but IT teams pay the price

    K-12 districts are fighting ransomware, but IT teams pay the price

    Key points:

    The education sector is making measurable progress in defending against ransomware, with fewer ransom payments, dramatically reduced costs, and faster recovery rates, according to the fifth annual Sophos State of Ransomware in Education report from Sophos.

    Still, these gains are accompanied by mounting pressures on IT teams, who report widespread stress, burnout, and career disruptions following attacks–nearly 40 percent of the 441 IT and cybersecurity leaders surveyed reported dealing with anxiety.

    Over the past five years, ransomware has emerged as one of the most pressing threats to education–with attacks becoming a daily occurrence. Primary and secondary institutions are seen by cybercriminals as “soft targets”–often underfunded, understaffed, and holding highly sensitive data. The consequences are severe: disrupted learning, strained budgets, and growing fears over student and staff privacy. Without stronger defenses, schools risk not only losing vital resources but also the trust of the communities they serve.

    Indicators of success against ransomware

    The new study demonstrates that the education sector is getting better at reacting and responding to ransomware, forcing cybercriminals to evolve their approach. Trending data from the study reveals an increase in attacks where adversaries attempt to extort money without encrypting data. Unfortunately, paying the ransom remains part of the solution for about half of all victims. However, the payment values are dropping significantly, and for those who have experienced data encryption in ransomware attacks, 97 percent were able to recover data in some way. The study found several key indicators of success against ransomware in education:

    • Stopping more attacks: When it comes to blocking attacks before files can be encrypted, both K-12 and higher education institutions reported their highest success rate in four years (67 percent and 38 percent of attacks, respectively).
    • Following the money: In the last year, ransom demands fell 73 percent (an average drop of $2.83M), while average payments dropped from $6M to $800K in lower education and from $4M to $463K in higher education.
    • Plummeting cost of recovery: Outside of ransom payments, average recovery costs dropped 77 percent in higher education and 39 percent in K-12 education. Despite this success, K-12 education reported the highest recovery bill across all industries surveyed.

    Gaps still need to be addressed

    While the education sector has made progress in limiting the impact of ransomware, serious gaps remain. In the Sophos study, 64 percent of victims reported missing or ineffective protection solutions; 66 percent cited a lack of people (either expertise or capacity) to stop attacks; and 67 percent admitted to having security gaps. These risks highlight the critical need for schools to focus on prevention, as cybercriminals develop new techniques, including AI-powered attacks.

    Highlights from the study that shed light on the gaps that still need to be addressed include:

    • AI-powered threats: K-12 education institutions reported that 22 percent of ransomware attacks had origins in phishing. With AI enabling more convincing emails, voice scams, and even deepfakes, schools risk becoming test grounds for emerging tactics.
    • High-value data: Higher education institutions, custodians of AI research and large language model datasets, remain a prime target, with exploited vulnerabilities (35 percent) and security gaps the provider was not aware of (45 percent) as leading weaknesses that were exploited by adversaries.
    • Human toll: Every institution with encrypted data reported impacts on IT staff. Over one in four staff members took leave after an attack, nearly 40 percent reported heightened stress, and more than one-third felt guilt they could not prevent the breach.

    “Ransomware attacks in education don’t just disrupt classrooms, they disrupt communities of students, families, and educators,” said Alexandra Rose, director of CTU Threat Research at Sophos. “While it’s encouraging to see schools strengthening their ability to respond, the real priority must be preventing these attacks in the first place. That requires strong planning and close collaboration with trusted partners, especially as adversaries adopt new tactics, including AI-driven threats.”

    Holding on to the gains

    Based on its work protecting thousands of educational institutions, Sophos experts recommend several steps to maintain momentum and prepare for evolving threats:

    • Focus on prevention: The dramatic success of lower education in stopping ransomware attacks before encryption offers a blueprint for broader public sector organizations. Organizations need to couple their detection and response efforts with preventing attacks before they compromise the organization.
    • Secure funding: Explore new avenues such as the U.S. Federal Communications Commission’s E-Rate subsidies to strengthen networks and firewalls, and the UK’s National Cyber Security Centre initiatives, including its free cyber defense service for schools, to boost overall protection. These resources help schools both prevent and withstand attacks.
    • Unify strategies: Educational institutions should adopt coordinated approaches across sprawling IT estates to close visibility gaps and reduce risks before adversaries can exploit them.
    • Relieve staff burden: Ransomware takes a heavy toll on IT teams. Schools can reduce pressure and extend their capabilities by partnering with trusted providers for managed detection and response (MDR) and other around-the-clock expertise.
    • Strengthen response: Even with stronger prevention, schools must be prepared to respond when incidents occur. They can recover more quickly by building robust incident response plans, running simulations to prepare for real-world scenarios, and enhancing readiness with 24/7/365 services like MDR.

    Data for the State of Ransomware in Education 2025 report comes from a vendor-agnostic survey of 441 IT and cybersecurity leaders – 243 from K-12 education and 198 from higher education institutions hit by ransomware in the past year. The organizations surveyed ranged from 100-5,000 employees and across 17 countries. The survey was conducted between January and March 2025, and respondents were asked about their experience of ransomware over the previous 12 months.

    This press release originally appeared online.

    Latest posts by eSchool Media Contributors (see all)

    Source link

  • Three Notable StatsCan Papers | HESA

    Three Notable StatsCan Papers | HESA

    Over the summer, Statistics Canda put out a few papers on higher education and immigration which got zero press but nevertheless are interesting enough that I thought you might all want to hear about them. Below are my précis: 

    The first paper, Recent trends in immigration from Canada to the United States by Feng Hou, Milly Yang and Yao Lu, is a very general look at outbound migration to the United States, looking  specifically at the characteristics of Canadian citizens who applying for labour certification in the United States in 2015 and in 2024. I found the three top-line results all somewhat surprising.

    • The number of US certification applicants declined by just over 25% between 2015 and 2024.
    • Outbound migration to the US by Canadians is predominantly a “new” Canadian thing. In 2015, Canadian citizens born outside Canada made up 54% of those seeking certification, and by 2024 that proportion had increased to nearly 60%.
    • Among Canadians seeking US certification in 2015, 41% had a master’s or doctoral degree.  In 2024, that proportion had fallen to 31%.

    In other words, brain drain to the US changed significantly over the space of a decade: fewer Canadians headed south, and among those who did, declining proportions were Canadian-born or held advance degrees. All somewhat surprising.

    The second paper, Fields of study and occupations of immigrants who were international students in Canada before immigration by Youjin Choi and Li Xu, divides out two recent cohorts (2011-15 and 2016-21) of immigrants and starts to tease out various aspects of their current status in Canada.  Here the key findings were:

    • In the 2011-15 period, 13% of all immigrants were former international students. By the 2016-21 period, that number had risen to 23%.
    • About a third of immigrants who were students in Canada say their highest degree was taken outside Canada. It’s a bit difficult to parse this. It may mean, for instance, that they obtained a bachelor’s degree in Canada, went to another country for their master’s degree and came back; it may also mean that they took a master’s degree abroad and took some kind of short post-graduate certificate here.
    • A little over a third of all immigrants who studied in Canada have a STEM degree, a proportion that increased a tiny bit over time. This is higher than for the Canadian-born population, but not hugely different from that of immigrants who did not study here.
    • A little under half of all former international STEM students in the immigrant pool were working in a STEM field, but this is strongly correlated with the level of education. Among sub-Bachelor’s graduates this proportion was a little over 20%, while among those with a Master’s degree or higher it was over 50%. This is significantly higher than it is for Canadian-born post-secondary graduates. In non-STEM fields, the relationship is reversed (i.e. Canadian-born graduates are more likely to be working in an aligned field).

    In other words, former international students are a rising proportion of all immigrants, a high proportion are STEM graduates, and a high proportion of them go on to work in STEM fields. All signs that policy is pushing results in the intended direction.

    The final paper, Retention of science, technology, engineering, mathematics and computer science graduates in Canada by Youjin Choi and Feng Hou, follows three cohorts of both domestic and international student graduates to see whether they stayed in the country (technically, it measures the proportion of graduates who file tax returns in Canada, which is a pretty good proxy for residency). The results are summed up in one incredibly ugly chart (seriously, why is StatsCan dataviz so awful?), which I reproduce below:

    So, in the chart the Y-axis is the percentage of STEM graduates who stay in Canada (measured by the proxy of tax filing) and the X-axis is years since graduation. Since they are following three different cohorts of graduates, the lines don’t all extend to the same length (the earliest cohort could be followed for ten years, the middle for seven and the most recent for just three).  The red set of lines represents outcomes for Canadian-born students and the blue set of lines does the same for international students.

    So, the trivial things this graph shows are that: i) both Canadian and international students leave Canada but ii) international students do so more frequently and iii) leaving the country is something that happens gradually over time. The interesting thing it shows, though, is that the most recent cohort (class of 2018) of STEM graduates are more likely to stay than earlier ones, and that this is especially true for international students: the retention rate of international graduates from the class of 2018 was almost fifteen percentage points higher than for the class of 2015.

    Was it a more welcoming economy? Maybe. But you’d have to think that our system of offering international students a path to citizenship had something to do with it too.

    Two other nuggets in the paper:

    • Canadian-born STEM graduates are slightly more likely to leave than non-STEM graduates (it’s not a huge difference, just a percentage point or two) while among international student graduates, those from STEM programs are substantially less likely to leave than those from non-STEM fields (a fifteen-point gap or more).
    • Regardless of where they are from, and regardless of what they studied, graduates from “highly-ranked” universities (no definition given, unfortunately) were more likely to leave Canada, presumably because degree prestige confers a certain degree of mobility.

    You are now fully up to date on the latest data on domestic and international graduates and their immigration pathways. Enjoy your day.

    Source link

  • Global demand for US master’s degrees plunges by 60%

    Global demand for US master’s degrees plunges by 60%

    The data, collected from January 6 to September 28, aligns closely with the start of Donald Trump’s second presidential term and the ensuing uncertainty around student visas and post-graduation work opportunities. It is based on the search behaviour of over 50 million prospective students on Studyportals.  

    “Prospective international students and their families weigh not only academic reputation but also regulatory stability and post-graduation prospects,” said Studyportals CEO Edwin van Rest: “Right now, those factors are working against institutions.”  

    Studyportals said the steep decline – dropping more than 60% in less than nine months – corresponds to proposed and enacted policy changes impacting student visa duration, Optional Practical Training (OPT) and H-1B work authorisation in the US. 

    Last week, the Trump administration shocked businesses and prospective employees by hiking the H-1B visa fee to $100,000 – over 20 times what employers previously paid. Days later, the government announced proposals to overhaul the visa system in favour of higher-paid workers.  

    Sector leaders have warned that OPT could be the administration’s next target, after a senior US senator called on the homeland security secretary Kristi Noem to stop issuing work authorisations such as OPT to international students.  

    Such a move would have a detrimental impact on student interest in the US, with a recent NAFSA survey suggesting that losing OPT reduces enrolment likelihood from 67% to 48%.  

    Meanwhile, roughly half of current students planning to stay in the US after graduation would abandon those plans if H-1B visas prioritised higher wage earners, the survey indicated.  

    “Prospective students are making go/no-go enrolment decisions, while current students are making stay/leave retention decisions,” said van Rest. 

    “Policy changes ripple through both ends of the pipeline, reducing new inflow and pushing out existing talent already contributing to US research, innovation and competitiveness,” he added.  

    Data: Studyportals

    The search data revealed a spike in interest at the beginning of July, primarily from Vietnam and Bangladesh, and to a lesser extent India and Pakistan. Experts have suggested the new Jardine-Fulbright Scholarship aimed at empowering future Vietnam leaders could have contributed to the rise.  

    Meanwhile, Iran, Nepal and India have seen the steepest drops in master’s demand, declining more than 60% this year to date compared to last.  

    While federal SEVIS data recorded a 0.8% rise in international student levels this semester, plummeting visa arrivals and anecdotal reports of fewer students on campus suggest the rise was in part due to OPT extensions – individuals who are counted in student totals but who are not enrolled on US campuses or paying tuition fees.  

    Beyond the immediate financial concerns of declining international enrolments for some schools, van Rest warned: “The policies we adopt today will echo for years in global talent flows.”

    The UK and Ireland have gained the most relative market share of international interest on Studyportals – both up 16% compared to the same period in 2024. Australia, Austria, Sweden and Spain all experienced a 12% increase on the previous year.  

    In the US, international students make up over half of all students enrolled in STEM fields and 70% of all full-time graduate enrolments in AI-related disciplines, according to Institute of International Education (IIE) data.  

    The policies we adopt today will echo for years in global talent flows

    Edwin van Rest, Studyportals

    What’s more, universities with higher rates of international enrolment have been found to produce more domestic STEM graduates, likely due to greater investment in these disciplines, National Foundation for American Policy (NFAP) research has shown.  

    Last year, graduate students made up 45% of the overall international student cohort (including OPT), compared to undergraduate which comprised roughly 30%, according to IIE Open Doors data.  

    Universities with higher proportions of overseas students have been found to produce more domestic STEM graduates, likely due to greater investment in these disciplines, National Foundation for American Policy (NFAP) research has shown. 

    The news of plummeting international demand comes as domestic enrolments are declining, with less high school graduates entering college education and an overall demographic shrinking of university-age students.  

    In a recent survey by the American Council on Education (ACE), nearly three quarters of college leaders said they were concerned about enrolment levels this semester, with 65% moderately or extremely worried about immigration restrictions and visa revocations.  

    Source link

  • Why critical data literacy belongs in every K–12 classroom

    Why critical data literacy belongs in every K–12 classroom

    Key points:

    An unexpected group of presenters–11th graders from Whitney M. Young Magnet High School in Chicago–made a splash at this year’s ACM Conference on Fairness, Accountability, and Transparency (FAccT). These students captivated seasoned researchers and professionals with their insights on how school environments shape students’ views of AI. “I wanted our project to serve as a window into the eyes of high school students,” said Autumn Moon, one of the student researchers.

    What enabled these students to contribute meaningfully to a conference dominated by PhDs and industry veterans was their critical data literacy–the ability to understand, question, and evaluate the ethics of complex systems like AI using data. They developed these skills through their school’s Data is Power program.

    Launched last year, Data is Power is a collaboration among K-12 educators, AI ethics researchers, and the Young Data Scientists League. The program includes four pilot modules that are aligned to K-12 standards and cover underexplored but essential topics in AI ethics, including labor and environmental impacts. The goal is to teach AI ethics by focusing on community-relevant topics chosen by our educators with input from students, all while fostering critical data literacy. For example, Autumn’s class in Chicago used AI ethics as a lens to help students distinguish between evidence-based research and AI propaganda. Students in Phoenix explored how conversational AI affects different neighborhoods in their city.

    Why does the Data is Power program focus on critical data literacy? In my former role leading a diverse AI team at Amazon, I saw that technical skills alone weren’t enough. We needed people who could navigate cultural nuance, question assumptions, and collaborate across disciplines. Some of the most technically proficient candidates struggled to apply their knowledge to real-world problems. In contrast, team members trained in critical data literacy–those who understood both the math and the societal context of the models–were better equipped to build responsible, practical tools. They also knew when not to build something.

    As AI becomes more embedded in our lives, and many students feel anxious about AI supplanting their job prospects, critical data literacy is a skill that is not just future-proof–it is future-necessary. Students (and all of us) need the ability to grapple with and think critically about AI and data in their lives and careers, no matter what they choose to pursue. As Milton Johnson, a physics and engineering teacher at Bioscience High School in Phoenix, told me: “AI is going to be one of those things where, as a society, we have a responsibility to make sure everyone has access in multiple ways.”

    Critical data literacy is as much about the humanities as it is about STEM. “AI is not just for computer scientists,” said Karren Boatner, who taught Autumn in her English literature class at Whitney M. Young Magnet High School. For Karren, who hadn’t considered herself a “math person” previously, one of the most surprising parts of the program was how much she and her students enjoyed a game-based module that used middle school math to explain how AI “learns.” Connecting math and literature to culturally relevant, real-world issues helps students see both subjects in a new light.

    As AI continues to reshape our world, schools must rethink how to teach about it. Critical data literacy helps students see the relevance of what they’re learning, empowering them to ask better questions and make more informed decisions. It also helps educators connect classroom content to students’ lived experiences.

    If education leaders want to prepare students for the future–not just as workers, but as informed citizens–they must invest in critical data literacy now. As Angela Nguyen, one of our undergraduate scholars from Stanford, said in her Data is Power talk: “Data is power–especially youth and data. All of us, whether qualitative or quantitative, can be great collectors of meaningful data that helps educate our own communities.”

    Latest posts by eSchool Media Contributors (see all)

    Source link

  • Education at a Glance 2025, Part 2

    Education at a Glance 2025, Part 2

    Three weeks ago, the Organization for Economic Co-operation and Development (OECD) released its annual stat fest, Education at a Glance (see last week’s blog for more on this year’s higher education and financing data). The most interesting thing about this edition is that the OECD chose to release some new data from the recent Programme for International Assessment of Adult Competencies (PIAAC) relating to literacy and numeracy levels that were included in the PIAAC 2013 release (see also here), but not in the December 2024 release.   

    (If you need a refresher: PIAAC is kind of like the Programme for International Student Assessment (PISA) but for adults and is carried out once a decade so countries can see for themselves how skilled their workforces are in terms of literacy, numeracy, and problem-solving).

    The specific details of interest that were missing in the earlier data release were on skill level by level of education (or more specifically, highest level of education achieved). OECD for some reason cuts the data into three – below upper secondary, upper secondary and post-secondary non-tertiary, and tertiary. Canada has a lot of post-secondary non-tertiary programming (a good chunk of community colleges are described this way) but for a variety of reasons lumps all college diplomas in with university degrees in with university degrees as “tertiary”, which makes analysis and comparison a bit difficult. But we can only work with the data the OECD gives us, so…

    Figures 1, 2 and 3 show PIAAC results for a number of OECD countries, comparing averages for just the Upper Secondary/Post-Secondary Non-Tertiary (which I am inelegantly going to label “US/PSNT”) and Tertiary educational attainment. They largely tell similar stories. Japan and Finland tend to be ranked towards the top of the table on all measures, while Korea, Poland and Chile tend to be ranked towards the bottom. Canada tends to be ahead of the OECD average at both levels of education, but not by much. The gap between US/PSNT and Tertiary results are significantly smaller on the “problem-solving” measure than on the others (which is interesting and arguably does not say very nice things about the state of tertiary education, but that’s maybe for another day). Maybe the most spectacular single result is that Finns with only US/PSNT education have literacy scores higher than university graduates in all but four other countries, including Canada.

    Figure 1: PIAAC Average Literacy Scores by Highest Level of Education Attained, Population Aged 25-64, Selected OECD Countries

    Figure 2: PIAAC Average Numeracy Scores by Highest Level of Education Attained, Population Aged 25-64, Selected OECD Countries

    Figure 3: PIAAC Average Problem Scores by Highest Level of Education Attained, Population Aged 25-64, Selected OECD Countries

    Another thing that is consistent across all of these graphs is that the gap between US/PSNT and tertiary graduates is not at all the same. In some countries the gap is quite low (e.g. Sweden) and in other countries the gap is quite high (e.g. Chile, France, Germany). What’s going on here, and does it suggest something about the effectiveness of tertiary education systems in different countries (i.e. most effective where the gaps are high, least effective where they are low)?

    Well, not necessarily. First, remember that the sample population is aged 25-64, and education systems undergo a lot of change in 40 years (for one thing, Poland, Chile and Korea were all dictatorships 40 years ago). Also, since we know scoring on these kinds of tests decline with age, demographic patterns matter too. Second, the relative size of systems matters. Imagine two secondary and tertiary systems had the same “quality”, but one tertiary system took in half of all high school graduates and the other only took in 10%. Chances are the latter would have better “results” at the tertiary level, but it would be entirely due to selection effects rather than to treatment effects.

    Can we control for these things? A bit. We can certainly control for the wide age-range because OECD breaks down the data by age. Re-doing Figures 1-3, but restricting the age range to 25-34, would at least get rid of the “legacy” part of the problem. This I do below in Figures 4-6. Surprisingly little changes as a result. The absolute scores are all higher, but you’d expect that given what we know about skill loss over time.  Across the board, Canada remains just slightly ahead of the OECD average. Korea does a bit better in general and Italy does a little bit worse, but other than the rank-order of results is pretty similar to what we saw for the general population (which I think is a pretty interesting finding when you think of how much effort countries put in to messing around with their education systems…does any of it matter?)

    Figure 4: PIAAC Average Literacy Scores by Highest Level of Education Attained, Population Aged 25-34, Selected OECD Countries

    Figure 5: PIAAC Average Numeracy Scores by Highest Level of Education Attained, Population Aged 25-34, Selected OECD Countries

    Figure 6: PIAAC Average Problem Scores by Highest Level of Education Attained, Population Aged 25-34, Selected OECD Countries

    Now, let’s turn to the question of whether or not we can control for selectivity. Back in 2013, I tried doing something like that, but it was only possible because OECD released PIAAC scores not just as averages but also in terms of quartile thresholds, and that isn’t the case this time. But what we can do is look a bit at the relationship between i) the size of the tertiary system relative to the size of the US/PSNT system (a measure of selectivity, basically) and ii) the degree to which results for tertiary students are higher than those for US/PSNT. 

    Which is what I do in Figure 7. The X-axis here is selectivity [tertiary attainment rate ÷ US/PSNT attainment rate rate] for 25-34 year olds on (the further right on the graph, the more open-access the system), and the Y-axis is PIAAC gaps Σ [tertiary score – US/PSNT score] across the literacy, numeracy and problem-solving measures (the higher the score, the bigger the gap between tertiary and US/PSNT scores). It shows that countries like Germany, Chile and Italy are both more highly selective and have greater score gaps than countries like Canada and Korea, which are the reverse. It therefore provides what I would call light support for the theory that the less open/more selective a system of tertiary education is, the bigger the gap tertiary between Tertiary and US/PSNT scores on literacy, numeracy and problem-solving scores.  Meaning, basically, beware of interpreting these gaps as evidence of relative system quality: they may well be effects of selection rather than treatment.

    Figure 7: Tertiary Attainment vs. PIAAC Score Gap, 25-34 year-olds

    That’s enough PIAAC fun for one Monday.  See you tomorrow.

    Source link

  • Education at a Glance 2025, Part 1

    Education at a Glance 2025, Part 1

    The Organization for Economic Co-operation and Development (OECD) released its annual stat fest, Education at a Glance (EAG), two weeks ago and I completely forgot about it. But since not a single Canadian news outlet wrote anything about it (neither it nor the Council of Ministers of Education, Canada saw fit to put together a “Canada” briefing, apparently), this blog – two weeks later than usual – is still technically a scoop.

    Next week, I will review some new data from the Programme for International Assessment of Adult Competencies (PIAAC) that was released in EAG and perhaps – if I have time – some data from EAG’s newly re-designed section on tertiary-secondary. Today, I am going to talk a bit about some of the data on higher education and financing, and specifically, how Canada has underperformed the rest of the developed world – by a lot – over the past few years.

    Now, before I get too deep into the data, a caveat. I am going to be providing you with data on higher education financing as a percentage of Gross Domestic Product. And this is one of those places where OECD really doesn’t like it when people compare data across various issues of EAG. The reason, basically, is that OECD is reliant on member governments to provide data, and what they give is not consistent. On this specific indicator, for instance, the UK data on public financing of higher education are total gibberish, because the government keeps changing its mind on what constitutes “public funding” (this is what happens when you run all your funding through tuition fees and student loans and then can’t decide how to describe loan forgiveness in public statistics). South Korea also seems to have had a re-think about a decade ago with respect to how to count private higher education expenditure as I recounted back here

    There’s another reason to be at least a little bit skeptical about the OECD’s numbers, too: it’s not always clear what is and is not included in the numbers. For instance, if I compare what Statistics Canada sends to OECD every year with the data it publishes domestically based on university and college income and on its own GDP figures, I never come up with exactly the same number (specifically, the public spending numbers it provides to OECD are usually higher than what I can derive from what is presumably the same data). I suspect other countries may have some similar issues. So, what I would remind everyone is simply: take these numbers as being broadly indicative of the truth, but don’t take any single number as gospel.

    Got that? OK, let’s look at the numbers. 

    Figure 1: Public and Private Expenditure on Tertiary Institutions as a Percentage of GDP, Select OECD Countries, 2022

    Canada on this measure looks…OK. Public expenditure is a little bit below the OECD average, but thanks to high private expenditure, it’s still significantly above the average. (Note, this data is from before we lost billions of dollars to a loss of international student fees, so presumably the private number is down somewhat since then). We’re not Chile, we’re not the US or the UK, but we’re still better than the median.

    Which is true, if all you’re looking at is the present. Let’s go look at the past. Figure 2, below, shows you two things. First, the amount of money a country spends on its post-secondary education system usually doesn’t change that much. In most countries, in most years, moving up or down one-tenth of a percentage point is a big deal, and odds are even over the course of a decade or so, your spending levels just don’t change that much.

    Figure 2: Total Expenditure on Tertiary Institutions as a Percentage of GDP, Select OECD Countries, 2005-2022

    Second, it shows you that in both Canada and the United States, spending on higher education, as a percentage of the economy, is plummeting. Now, to be fair, this seems like more of a denominator issue than a numerator issue. Actual expenditures aren’t decreasing (much) but the economy is growing, in part due to population growth, which isn’t really happening in the same way in Europe.

    There is a difference between the US and Canada, though. And that is where the decline is coming from. In the US, it is coming (mostly) from lower private-sector contributions, the result of a decade or more of tuition restraint. In Canada, it is coming from much lower public spending. Figure 3 shows change in public spending as a percentage of GDP since 2005.

    Figure 3: Change in Public Expenditure on Tertiary Institutions as a Percentage of GDP since 2005, Select OECD Countries, 2006-2022

    As you can see here, few countries are very far from where they started in terms of spending as a percentage of GDP per capita. Australia and Sweden are both down a couple of tenths of a percentage point. Lucky Netherlands is up a couple of tenths of a percentage point (although note this is before the very large cutbacks imposed by the coalition government last year). But Canada?  Canada is in a class all of its own, down 0.6% of GDP since just 2011. (Again, don’t take these numbers as gospel: on my own calculations I make the cut in public funding a little bit less than that – but still at least twice as big a fall as the next-worst country).

    In sum: Canada’s levels of investment in higher education are going the wrong way, because governments of all stripes at both the federal and provincial level have thought that higher education is easily ignorable or not worth investing in. As a result, even though our population and economy are growing, universities and colleges are being told to keep operating like it’s 2011. The good news is that we have a cushion: we were starting from a pretty high base, and for many years we had international student dollars to keep us afloat. As a result, even after fifteen years of this nonsense, Canada’s levels of higher education investment still look pretty good in comparison to most countries. The bad news: now that the flow of international student dollars has been reduced, the ground is rising up awfully fast.

    Source link

  • US takes the lead on student satisfaction, survey finds

    US takes the lead on student satisfaction, survey finds

    Global student satisfaction has remained steady in 2025, but pressures on inclusivity, affordability and the quality of student life are beginning to show, according to the Global Student Satisfaction Awards: Summary Report 2025.

    Studyportals’ 2025 Student Satisfaction survey tracked responses from over 102,000 students around the world, with the US, Belgium and Austria leading the charge in overall satisfaction, ranked at 4.32, 4.29 and 4.28 stars out of five respectively.

    The biannual survey looked at reviews from students of 180 nationalities studying at institutions in 124 countries, recording an average satisfaction score of 4.18 out of 5. While stable compared to 2023 (when the last survey was published), this represents a slight dip of 0.71%.

    Meanwhile Pakistan, France, Ireland and Türkiye saw some of the steepest declines in satisfaction. The UK and India bucked the trend with improved scores, both climbing above the global average.

    Pakistan recorded the most significant drop since 2023’s survey (-11.3%), moving significantly further below the global benchmark. France also fell by -3.2%, Ireland by -2.4%, and Türkiye by -1.2%.

    By contrast, Finland (+3.3%) and the Netherlands (+0.2%) registered modest improvements, though both remain below the global average. The report warns that unless these downward trends are addressed, strong challengers like India and the UK could capture greater student interest.

    Students are more confident about career prospects, but increasingly concerned about diversity and their quality of life
    Edwin van Rest, Studyportals

    The report also tracked other factors such as admissions processes, career development, student diversity and student life.

    Winners were honoured across seven categories at an awards ceremony hosted by Studyportals in collaboration with Uni-Life and IELTS at a fringe event during last week’s European Association for International Education (EAIE) conference in Gothenburg.

    Key indicators revealed a mixed picture. Student diversity (-5.03%) and student life (-4.39%) suffered the largest declines, reflecting growing concerns around integration, housing shortages and rising costs in popular destinations. Admissions processes also weakened (-3.85%), with students calling for clearer communication, smoother transitions and more user-friendly digital systems.

    On the positive side, career development (+1.23%) recorded notable gains, with the US, India and Switzerland leading thanks to stronger links with employers, internships and industry engagement. Online classroom experience, long the weakest category, also improved modestly (+1.30%), particularly in the US, India and South Africa.

    Studyportals said the findings underline shifting student priorities. Employability outcomes and structured cross-cultural experiences are increasingly valued, while inclusivity and transparency remain pressing challenges.

    “These results show where universities are winning student trust, and where they risk losing it,” noted Edwin van Rest, CEO & co-founder of Studyportals. “Students are more confident about career prospects, but increasingly concerned about diversity and their quality of life.”

    Source link

  • UK still top choice for pathway students despite policy changes

    UK still top choice for pathway students despite policy changes

    International students are placing getting a quality education over policy developments – with the UK keeping its spot as the preferred desitnation for 80% of nearly 1,000 pathway students surveyed by NCUK.

    A new report covering the survey’s findings analyses data from 921 students across 88 countries studying an international foundation year or Master’s preparatino programs, looking at their motivations for studying in top destinations, as well as other preferences.

    It found that Australia was the second most popular choice, with 4% of students surveyed marking it as their preference, followed by Canada, the US, New Zealand and Ireland at 3%. Meanwhile, the most coveted programs are business and computer science, as the preferred subjects for just under a third (31%) of respondents.

    Students’ continued preference for the UK comes in spite of a slew of policy changes affecting international students. In May, the government unveiled its long-awaited immigration white paper, setting out the way Keir Starmer’s Labour party intends to tackle migration over the coming years.

    It included plans to reduce the Graduate Route by six months to a total of 18 months, as well as new compliance metrics that higher education institutions must in order to continue recrutiing international students. Tougher Basic Compliance Assessment (BCA) requirements are set to take effect this month, meaning that universities will face penalties if more than 5% of their students’ visas are rejected, down from 10%.

    And last September, the UK increased international student maintenance requirements for the first time since 2020. Under the new rules, students coming to London must show evidence of having £1,483 per month, while studying outside of London need proof that they have at least £1,136 per month.  

    But NCUK’s chief marketing officer Andy Howells pointed out that students are looking beyond arbitrary political decision when choosing their preferred study destination, thinking instead about their long-term prospects.

    “This research demonstrates that international students are sophisticated decision-makers who look beyond political headlines to focus on educational quality and career outcomes,” he said. “While policy changes generate significant discussion in our sector, students are primarily motivated by the academic excellence and opportunities that institutions can provide.”

    The survey found that, of a sample size of 646 students, just 12% who said they were considering studying in the UK said that financial requiremwnr increases would stop them from applying to UK instiutuons.

    However, the popularity of other major study destinations were ore impacted by political headwinds, the survey found.

    Over a third (36%) interested in applying the Australian institutions said that proposed international enrolment caps would affect their decision, while 26% of those looking to study in Canada said they would no longer apply to Canadian institutions over policy changes – particularly changes to the country’s postgraduate work permit scheme.

    And almost four in 10 (38%) considering the US said Donald Trump’s second presidency would negatively impact their choice to study in America.

    For the majority of students surveyed (69.9%), education quality is the primary driver leading them to seek study abroad opportunities, closely followed by enhanced career development opportunities (56.4%) and gaining new knowledge (55.2%).

    The survey also shone a light on students’ post-graduation plans. Half of respondents said they wanted to stay in their study destination, with 31% planning to work and 19% looking at further studies.

    This research demonstrates that international students are sophisticated decision-makers who look beyond political headlines to focus on educational quality and career outcomes
    Andy Howells, NCUK

    But a growing number of students plan to return to their hoe country immediately after graduating, with 23% saying they want to do this – up from 18% in last year’s survey.

    Immigration has continued to be a hot topic in the UK as the anti-immigration Reform party grows in popularity.

    Just earlier this week, Home Secretary Yvette Cooper drew ire from the international education sector after announcing that the government will be tougher on overseas students who make asylum claims that “lack merit” as a means to stay in the country after their visa expires.

    Some 10,000 students have already been texted and emailed warning them that they will not be allowed to stay in the UK if they have no legal right to remain and explicitly warning them against making bogus asylum claims.

    Source link

  • Graduate outcomes should present a bigger picture

    Graduate outcomes should present a bigger picture

    September marks the start of the next round of Graduate Outcomes data collection.

    For universities, that means weeks of phone calls, follow-up emails, and dashboards that will soon be populated with the data that underpins OfS regulation and league tables.

    For graduates, it means answering questions about where they are, what they’re doing, and how they see their work and study 15 months on.

    A snapshot

    Graduate Outcomes matters. It gives the sector a consistent data set, helps us understand broad labour market trends, and (whether we like it or not) has become one of the defining measures of “quality” in higher education. But it also risks narrowing our view of graduate success to a single snapshot. And by the time universities receive the data, it is closer to two years after a student graduates.

    In a sector that can feel slow to change, two years is still a long time. Whole programmes can be redesigned, new employability initiatives launched, employer engagement structures reshaped. Judging a university on what its graduates were doing two years ago is like judging a family on how it treated the eldest sibling – the rules may well have changed by the time the younger one comes along. Applicants are, in effect, applying to a university in the past, not to the one they will actually experience.

    The problem with 15 months

    The design of Graduate Outcomes reflects a balance between timeliness and comparability. Fifteen months was chosen to give graduates time to settle into work or further study, but not so long that recall bias takes over. The problem is that 15 months is still very early in most careers, and by the time results are published, almost two years have passed.

    For some graduates, that means they are captured at their most precarious: still interning, trying out different sectors, or working in roles that are a stepping stone rather than a destination. For others, it means they are invisible altogether, portfolio workers, freelancers, or those in international labour markets where the survey struggles to track them.

    And then there is the simple reality that universities cannot fully control the labour market. If vacancies are not there because of a recession, hiring freezes, or sector-specific shocks, outcomes data inevitably dips, no matter how much careers support is offered. To read Graduate Outcomes as a pure reflection of provider performance is to miss the economic context it sits within.

    The invisible graduates

    Graduate Outcomes also tells us little about some of the fastest-growing areas of provision. Apprentices, CPD learners, and in future those engaging through the Lifelong Learning Entitlement (LLE), all sit outside its remit. These learners are central to the way government imagines the future of higher education (and in many cases to how universities diversify their own provision) yet their outcomes are largely invisible in official datasets.

    At the same time, Graduate Outcomes remains prominent in league tables, where it can have reputational consequences far beyond its actual coverage. The risk is that universities are judged on an increasingly narrow slice of their student population while other important work goes unrecognised.

    Looking beyond the survey

    The good news is that we are not short of other measures.

    • Longitudinal Education Outcomes (LEO) data shows long-term earnings trajectories, reminding us that graduates often see their biggest salary uplift years into their careers, not at the start. An Institute for Fiscal Studies report highlighted how the biggest benefits of a degree are realised well beyond the first few years.
    • The Resolution Foundation’s Class of 2020 study argued that short-term measures risk masking the lifetime value of higher education.
    • Alumni engagement gives a richer picture of where graduates go, especially internationally. Universities that invest in tracer studies or ongoing alumni networks often uncover more diverse and positive stories than the survey can capture.
    • Skills data (whether through Careers Registration or employer feedback) highlights what students can do and how they can articulate it. That matters as much as a job title, particularly in a labour market where roles evolve quickly.
    • Case studies, student voice, and narratives of career confidence help us understand outcomes in ways metrics cannot.

    Together, these provide a more balanced picture: not to replace Graduate Outcomes, but to sit alongside it.

    Why it matters

    For universities, an over-reliance on Graduate Outcomes risks skewing resources. So much energy goes into chasing responses and optimising for a compliance metric, rather than supporting long-term student success.

    For policymakers, it risks reinforcing a short-term view of higher education. If the measure of quality is fixed at 15 months, providers will inevitably be incentivised to produce quick wins rather than lifelong skills.

    For applicants, it risks misrepresenting the real offer of a university. They make choices on a picture that is not just partial, but out of date.

    Graduate Outcomes is not the enemy. It provides valuable insights, especially at sector level. But it needs to be placed in an ecosystem of measures that includes long-term earnings (LEO), alumni networks, labour market intelligence, skills data, and qualitative student voice.

    That would allow universities to demonstrate their value across the full diversity of provision, from undergraduates to apprentices to CPD learners. It would also allow policymakers and applicants to see beyond a two-year-old snapshot of a 15-month window.

    Until we find ways to measure what success looks like five, ten or twenty years on, Graduate Outcomes risks telling us more about the past than the future of higher education.

    Source link

  • The State of Postsecondary Education in Canada, 2025

    The State of Postsecondary Education in Canada, 2025

    Hi all. Today, HESA is releasing the eighth edition of The State of Postsecondary Education in Canada, co-authored by myself and HESA’s Jiwoo Jeon and Janet Balfour. Many thanks to our partners – Pearson, Studiosity, Duolingo, Capio, Element451 and Riipen – for supporting this year’s edition.

    You probably don’t need to actually read this year’s edition to know that the state of postsecondary education in Canada is a bit perilous. And the reason for this, quite simply, is that public funding for higher education has been stagnant for well over a decade now.

    At one level, of course, it is possible to look at public funding in Canada and proclaim that nothing is wrong. As Figure 1 shows, public spending on higher education has stayed relatively constant over the past fifteen years in inflation-adjusted dollars. Individual provinces may have seen swings up or down in their spending, but collectively the ten provinces have spent a collective $20 billion/year or so on higher education since about 2011-12 (excluding transfer payments from the federal government), and the federal government has spent about $10 billion/year. 

    Figure 1: Federal and Provincial Own-Source Expenditures in Respect of PSE Institutions, Canada, in $2023, 2007-08 to 2023-24, in Billions

    So, at one level it is possible to shrug off the problem.  But that requires eliminating a lot of context.  Let’s see how Canadian funding looks when we put it into various types of contexts.

    If we describe public funding in per-student terms, as in Figure 2, what you see is a mixed picture. Total public funding per full-time equivalent domestic student has dropped by about 6% since 2009, and for university students by about 15%. Complicating this figure is the fact that per-student funding for college students has risen somewhat, however, this is due not to extra funding but rather to a very significant drop in the number of domestic students enrolled in colleges. Whether this is due to a reduction of interest in college programs among Canadians, or a deliberate move away from Canadian to international students on the part of colleges is difficult to answer, but in either event, the rise in funding per college student is a function of fewer students rather than more funding.

    Figure 2: Per-student Spending by Sector, Canada, in $2023, 2007-08 to 2023-24

    If we describe public funding as a percentage of the country’s economy, the picture looks significantly worse. Prior to the recession of 2008-09, public funding on postsecondary education was about 1.3% of GDP, which was substantially above the level seen across other industrialized countries (about 1.0%, according to the OECD). Briefly, that number popped up during the Great Recession, partly because spending increased but also partly because GDP stagnated. Since then, however, spending has stayed constant while GDP has grown. The result is that public spending on postsecondary has fallen to the OECD average of 1% – and the financial advantage our system once held over competitor nations has largely disappeared.

    Figure 3: Public Spending on Postsecondary Education as a Percentage of GDP, in $2023, 2007-08 to 2023-24

    We can also look at these figures in per-inhabitant terms. There was a point in the late 00s where Canada had about 33 million inhabitants and public sources spent $30 billion per year on postsecondary education. Fifteen years and seven million new inhabitants later, we’re still spending $30 billion per year.  That results in a 21% reduction in spending on universities and colleges per inhabitant from public sources, as shown in Figure 4. In Figure 5, we look at postsecondary spending as a percentage of government budgets.  Again, we see a case of spending on postsecondary institutions falling consistently because overall government expenditure is rising quickly. In the past fifteen years, aggregate provincial spending on postsecondary has fallen as a percentage of total provincial expenditures from 5.4% to just 3.3%; for federal spending it has fallen from 1.6% to just 1%.

    Figure 4: Public Spending on Post-Secondary Education Institutions Per Inhabitant, in $2023, 2007-08 to 2023-24

    Figure 5: Public Spending on Postsecondary Education Institutions as a Percentage of Total Government Spending, Federal and Provincial Governments, in $2023, 2007-08 to 2023-24

    In other words: we have been able – just — to keep our public investments in higher education level with inflation.  But we have only been able to do so because our population is larger, and our economy has grown over the last fifteen years, and we can do so with less relative effort.  Had we kept up funding on a domestic per-student level with where it was in the immediate aftermath of the Great Financial crisis, post-secondary education system would have an extra $2.1 billion. If we had kept funding on postsecondary education level with overall population growth we would have invested another $7.3 billion.  If we’d had funding for postsecondary institutions level with GDP growth we would have invested another $13.6 billion. And if we had kept it level with the overall growth in program spending, we would have invested another $19.1 billion. So, depending on the measure chosen, we are anywhere from $2-20 billion short of where we would be had we kept our spending levels of the late 00s/early 10s.

    But, you say, isn’t this true everywhere? And aren’t we at least better than the United States?

    It is certainly true that Canada is in a pattern that would seem familiar both to residents of Australia and the United Kingdom. These three countries have all followed roughly the same path over the past decade and a half, combining stagnant public funding with slightly growing domestic numbers, paid for by an absolute free-for-all with respect to international students paying market tuition rates. All three countries looked like they had made a good deal at least for as long as the international student boom lasted.

    But take a look at our biggest competitor, the United States. During the financial crisis of 2008-9, funding for postsecondary institutions tumbled by over 10%.  But then, in just the eight years between 2012 and 2020, funding for higher education grew by a third – from about $150B (US) per year to over $200B/year. In fact, for all we hear about cuts to funding under Trump (not all of which may come true, as at the time of writing the Senate seems quite intent at least on reversing the billions of proposed cuts to the National Institutes of Health), even if all the proposed cuts were to come through, total US spending on  higher education would be roughly 20% higher than it was in 2008-09, while Canada’s would be more or less unchanged. And of course, in the United States domestic enrolments are falling, meaning that in per- student terms, the gap is even more substantial. 

    Figure 6: Indexed Real Public Spending on Postsecondary Institutions, Canada vs. US, 2011-12 to 2023-24 (2011-12 = 100)

    In sum: Canada is not alone in seeing significant falls in higher education spending, but few countries have seen declines in quite as an across-the-board fashion, for quite as long, as we have. Canada began the 2010s with one of the best-funded tertiary education systems in the world, but, quite simply, governments of every stripe at both the federal and provincial levels have been systematically squandering that advantage for the past 15 years. We had a genuine lead in something, an advantage over the rest of the world. But now it is gone.


    So much for the past: what about the future?  Well, it depends a bit on where you stand.  The federal Liberals came back to power on a platform which was the least science-friendly since 1988. They promised money for postsecondary education, but most of it was either for apprenticeship grant programs which they themselves had deemed poor value for money just last year, or for programs to switch apprenticeship training from public colleges to union-led training centres – as crass a piece of cash-for-union endorsements as one can imagine. (The only saving grace? The losing Conservatives promised the unions even larger bribes). What they promised for science, for direct transfers to public universities and colleges, was a pittance in comparison.

    Moreover, following the election, in the face of a set of tariff threats from the Trump Administration, the federal and provincial governments united in a program of “nation-building” which revolved entirely around the notion that national salvation was to be found in programs which “produced more goods” and “gets them to markets” (i.e. non-US markets, meaning ports) more quickly. The idea that the country might pivot to services, to a more knowledge-intensive economy in which university and college research efforts might be seen as useful, was apparently not even considered. Rather, the country rushed head-first into the familiar – but in the long-term disastrous – role being hewers of wood and drawers of water.

    Now, hewing wood and drawing water has traditionally been Canada’s lot, and one could argue that historically have not fared so very badly by focusing on this core competence. But it is worth remembering the Biblical origin of this phrase, in the book of Joshua. A group of Canaanites known as the Gibeonites had not been entirely truthful when signing a treaty with the returning Israelites; claiming to be a nomadic people rather than a settled one (which would have led to them being exterminated).  When the Israelites discovered the deception, many wanted the Gibeonites killed; instead, Joshua decided that they should hew wood and draw water for the Israelites instead. That is to say, they fell into bondage. The political analogies in today’s Trumpian world should be obvious.

    To return to higher education: things look pretty bleak. Investment is falling. Governments are unwilling either to spend more on higher education, or to permit institutions to generate money on their own through tuition fees. Their idea of economic growth is, at best, out of the 1960s: sell more natural resources to foreigners. The idea of making our way in the world as a knowledge or science powerhouse, a spirit that infused policymaking at both the federal and provincial level in the early 2000s, has simply disappeared. Colleges might see some boosts in funding over the coming years for vocational programming, although it’s likely that they will need to scrap with private-sector unions for the money; the likelihood is that universities will see real decreases in funding. The fate of the promised increase in research spending in the 2024 budget seems especially at-risk.

    The path to a better Canada does not lie in becoming better hewers of wood and drawers of water.  It lies in developing new industries based on cutting-edge knowledge and science. Spending on postsecondary students, on its own, does not guarantee that these new industries will come into existence.  But the absence of spending on postsecondary education certainly guarantees that they will not.

    The country has a choice to make. And right now, we seem to be choosing poorly.

    Source link