{"id":73064,"date":"2024-06-05T00:00:42","date_gmt":"2024-06-05T04:00:42","guid":{"rendered":"https:\/\/world.edu\/?p=73064"},"modified":"2024-06-05T00:00:42","modified_gmt":"2024-06-05T04:00:42","slug":"international-study-cap-how-some-private-companies-are-marketing-tech-and-ai-solutions","status":"publish","type":"post","link":"https:\/\/world.edu\/international-study-cap-how-some-private-companies-are-marketing-tech-and-ai-solutions\/","title":{"rendered":"International study cap: How some private companies are marketing tech and AI solutions"},"content":{"rendered":"<p><img fetchpriority=\"high\" decoding=\"async\" class=\"aligncenter size-full wp-image-73065\" src=\"https:\/\/world.edu\/wp-content\/uploads\/2024\/06\/globaltech.jpeg\" alt=\"\" width=\"680\" height=\"356\" srcset=\"https:\/\/world.edu\/wp-content\/uploads\/2024\/06\/globaltech.jpeg 680w, https:\/\/world.edu\/wp-content\/uploads\/2024\/06\/globaltech-250x131.jpeg 250w\" sizes=\"(max-width: 680px) 100vw, 680px\" \/><\/p>\n<p>How do universities and colleges decide who to admit? Given the earnings advantage of a post-secondary degree both\u00a0<a href=\"https:\/\/www.oecd-ilibrary.org\/sites\/e13bef63-en\/1\/3\/2\/4\/index.html?itemId=\/content\/publication\/e13bef63-en&amp;_csp_=a4f4b3d408c9dd70d167f10de61b8717&amp;itemIGO=oecd&amp;itemContentType=book\">globally<\/a>\u00a0and\u00a0<a href=\"https:\/\/www150.statcan.gc.ca\/n1\/pub\/42-28-0001\/2021001\/article\/00003-eng.htm\">in Canada<\/a>, this is an important social mobility question.<\/p>\n<p>While the\u00a0<a href=\"https:\/\/www.oecd-ilibrary.org\/sites\/8b6b452c-en\/index.html?itemId=\/content\/component\/8b6b452c-en\">answer varies<\/a>\u00a0from one institution to the next, most focus on education criteria like\u00a0<a href=\"https:\/\/www.oecd-ilibrary.org\/sites\/8b6b452c-en\/index.html?itemId=\/content\/component\/8b6b452c-en#tablegrp-d1e30141\">exam scores and grades<\/a>.<\/p>\n<p>However, Canada\u2019s new\u00a0<a href=\"https:\/\/www.canada.ca\/en\/immigration-refugees-citizenship\/news\/2024\/01\/canada-to-stabilize-growth-and-decrease-number-of-new-international-student-permits-issued-to-approximately-360000-for-2024.html\">intake cap on study permit applications<\/a>\u00a0puts increased pressure on Canadian institutions to also consider immigration criteria when admitting international undergraduate students.<\/p>\n<p>This is just the latest example of\u00a0<a href=\"https:\/\/doi.org\/10.1080\/23322969.2016.1243016\">immigration\u2019s growing influence<\/a>\u00a0on the\u00a0<a href=\"https:\/\/doi.org\/10.1080\/07294360.2023.2193732\">societal roles of Canadian universities and colleges<\/a>. Yet those who value public higher education need to vigilantly monitor the implications of such shifts.<\/p>\n<p>This includes the expanding role of for-profit educational technology (EdTech) companies in the\u00a0<a href=\"https:\/\/eprints.qut.edu.au\/216578\/\">privatization and commercialization of higher education<\/a>.<\/p>\n<h4><strong>Companies marketing application services<\/strong><\/h4>\n<p>Before the cap, international applicants\u2019 immigration-related factors, such as citizenship, were considered indirectly. For example, Canada\u2019s federal\u00a0<a href=\"https:\/\/www.international.gc.ca\/education\/strategy-2019-2024-strategie.aspx?lang=eng\">international education strategies<\/a>\u00a0emphasized the importance of diversifying international student source countries to minimize financial risk.<\/p>\n<p>However, EdTech companies now market services which rank individual applicants\u2019 purported likelihood of study permit approval.\u00a0<a href=\"https:\/\/thepienews.com\/canada-cap-edtech-solutions-maximise-student-visa-conversions\">According to an international education trade magazine<\/a>, several institutions in Ontario use such services.<\/p>\n<p>This challenges the fundamental principles of post-secondary education access and could impact\u00a0<a href=\"https:\/\/thepienews.com\/canada-visa-cap-will-damage-diversity-leaders-warn\/\">the diversity of Canadian campuses<\/a>.<\/p>\n<h4><strong>Tech platforms increasingly influential<\/strong><\/h4>\n<p>I research the\u00a0<a href=\"https:\/\/dx.doi.org\/10.14288\/1.0422835\">recruitment of international students as immigrants<\/a>. Higher education\u2019s strategic international enrolment efforts play a big role in the initial selection process.\u00a0<a href=\"https:\/\/monitor.icef.com\/2022\/11\/building-to-scale-are-agent-aggregators-changing-the-dynamics-of-international-student-recruitment\/\">Technology-enabled recruitment and immigration support platforms<\/a>\u00a0have become\u00a0<a href=\"https:\/\/www.universityworldnews.com\/post.php?story=20210330093254818\">increasingly influential over the past decade, particularly since the COVID-19 pandemic<\/a>.<\/p>\n<p>Often referred to as \u201c<a href=\"https:\/\/icef-exchange.simplecast.com\/episodes\/dec-2022-agent-aggregators-four-industry-perspectives-ez5dcnrn\">agent aggregators<\/a>,\u201d these platforms use a range of technologies, sometimes including artificial intelligence, to promise profit \u2014 for both themselves and their post-secondary institution clients \u2014 by improving international student recruitment and retention.<\/p>\n<p>These platforms are part of a growth in third parties involved in international student recruitment that remains\u00a0<a href=\"https:\/\/universityaffairs.ca\/features\/feature-article\/the-murky-world-of-unregulated-international-student-recruiters\/\">largely unregulated<\/a>.<\/p>\n<h4><strong>Admission patterns shifting<\/strong><\/h4>\n<p>Until recently, schools first evaluated international post-secondary applicants\u2019 education credentials to decide whether to issue an acceptance letter. Only after this step, when applying to the federal government for a study permit, were immigration credentials assessed.<\/p>\n<p>In other words, institutions admitted international students, then the federal government admitted them to Canada.<\/p>\n<p>Given\u00a0<a href=\"https:\/\/www.cbc.ca\/news\/canada\/intl-student-program-1.7095990\">provincial governments\u2019 gradual<\/a>\u00a0<a href=\"https:\/\/higheredstrategy.com\/spec-2023\/\">disinvestment from public higher education<\/a>\u00a0and the\u00a0<a href=\"https:\/\/www150.statcan.gc.ca\/n1\/daily-quotidien\/220907\/dq220907b-eng.htm\">increasing reliance<\/a>\u00a0<a href=\"https:\/\/www.statcan.gc.ca\/o1\/en\/plus\/5435-recent-spike-international-students-affecting-domestic-university-enrolment-canadian\">on international student tuition<\/a>, schools issued more and more acceptance letters to international students.<\/p>\n<p>\u201c<a href=\"https:\/\/www.youtube.com\/watch?v=c-EkjUzpacA\">Unsustainable<\/a>\u201d growth, especially at colleges, eventually made life difficult for Immigration, Refugees and Citizenship Canada (IRCC), which processed a record\u00a0<a href=\"https:\/\/open.canada.ca\/data\/en\/dataset\/9b34e712-513f-44e9-babf-9df4f7256550\/resource\/c294b584-bee1-4fc2-b02e-cef8601816ab\">863,197 new study permit applications in 2023<\/a>.<\/p>\n<h4><strong>New \u2018provincial attestation letter\u2019<\/strong><\/h4>\n<p>In January 2024, the federal government responded by instituting a\u00a0<a href=\"https:\/\/www.canada.ca\/en\/immigration-refugees-citizenship\/services\/study-canada\/study-permit\/get-documents\/provincial-attestation-letter.html\">Provincial Attestation Letter<\/a>\u00a0(PAL) system.<\/p>\n<p>Now, most new undergraduate study permit applications (with some\u00a0<a href=\"https:\/\/www.canada.ca\/en\/immigration-refugees-citizenship\/services\/study-canada\/study-permit\/get-documents\/provincial-attestation-letter.html#exemptions\">exceptions<\/a>\u00a0require not just an admission letter, but also a PAL.<\/p>\n<p>Because provinces get a limited number of PALs to distribute, colleges and universities are, for the first time,\u00a0<a href=\"https:\/\/www.theglobeandmail.com\/canada\/article-canadian-universities-and-colleges-trying-to-come-to-grips-with\/\">forced to limit international undergraduate admission letters<\/a>. Understandably, schools want to convert as many of those letters into fee-paying international students as possible.<\/p>\n<p>Predicting which admitted students will ultimately accept an offer\u00a0<a href=\"http:\/\/dx.doi.org\/10.4324\/9781003230083-2\">was already complex<\/a>\u00a0before the PAL system. However, since study permit\u00a0<em>application<\/em>\u00a0spots are now limited, an international applicant\u2019s likelihood of receiving study permit approval now matters in a new way. Every admission letter issued to a student whose study permit is refused represents lost revenue.<\/p>\n<p>Ensuring a strong yield is now especially important for\u00a0<a href=\"https:\/\/macleans.ca\/society\/how-the-new-international-student-rules-will-shake-canadas-colleges\/\">colleges<\/a>\u00a0<a href=\"https:\/\/www.cbc.ca\/news\/canada\/toronto\/international-student-study-permits-data-1.7125827\">relying heavily on international students<\/a>, particularly those with a record of\u00a0<a href=\"https:\/\/www.thestar.com\/news\/canada\/canadian-schools-are-accepting-international-students-by-the-thousands-but-nearly-half-arent-being-allowed\/article_9ae0d870-9db7-11ee-9dec-b71629c12c53.html\">admitting international student cohorts with low study permit approval rates<\/a>.<\/p>\n<h4><strong>Study permits and equity<\/strong><\/h4>\n<p>Getting a study permit is difficult for some students.<\/p>\n<p>Recent approval rates hover\u00a0<a href=\"https:\/\/www.canada.ca\/en\/immigration-refugees-citizenship\/corporate\/transparency\/committees\/cimm-october-24-2023\/international-student-refusal-rates.html\">between 50 to 60 per cent<\/a>, with wide (and\u00a0<a href=\"https:\/\/www.cbc.ca\/news\/canada\/calgary\/high-burden-of-proof-low-acceptance-rates-african-international-students-1.6420745\">arguably racist<\/a>) variances based on\u00a0<a href=\"https:\/\/www.ourcommons.ca\/DocumentViewer\/en\/44-1\/CIMM\/report-8\/page-30\">country and region of origin<\/a>. In 2021, new study permit applicants from Canada\u2019s top three source countries had very different approval rates:\u00a0<a href=\"https:\/\/www.canada.ca\/en\/immigration-refugees-citizenship\/corporate\/transparency\/committees\/cimm-feb-15-17-2022\/student-approval-rates.html\">China (84 per cent), India (60 per cent) and Nigeria (34 per cent)<\/a>.<\/p>\n<p><center><iframe title=\"ASI-Canada's Submission to the House of Commons' Committee on Citizenship and Immigration [edited]\" src=\"https:\/\/www.youtube.com\/embed\/909-0v-Kj2k\" width=\"640\" height=\"360\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\"><\/iframe><\/center>Some study permit evaluation factors are relatively straightforward, such as whether an international student can\u00a0<a href=\"https:\/\/www.canada.ca\/en\/immigration-refugees-citizenship\/corporate\/publications-manuals\/operational-bulletins-manuals\/temporary-residents\/study-permits\/assessing-application.html\">afford Canada\u2019s cost of living<\/a>.<\/p>\n<p>Others are more complex and would never be asked of a domestic student, such as whether an applicant is a \u201c<a href=\"https:\/\/www.canada.ca\/en\/immigration-refugees-citizenship\/corporate\/publications-manuals\/operational-bulletins-manuals\/temporary-residents\/study-permits\/other-considerations.html\">bona fide student<\/a>\u201d and has\u00a0<a href=\"https:\/\/www.canada.ca\/en\/immigration-refugees-citizenship\/corporate\/publications-manuals\/operational-bulletins-manuals\/temporary-residents\/visitors\/eligibility-admissibility-considerations.html\">strong ties to their home country<\/a>.<\/p>\n<p>This involves assessing not just individual characteristics but also the \u201c<a href=\"https:\/\/www.canada.ca\/en\/immigration-refugees-citizenship\/corporate\/publications-manuals\/operational-bulletins-manuals\/temporary-residents\/study-permits\/other-considerations.html\">cultural context or historical migration patterns<\/a>\u201d and \u201c<a href=\"https:\/\/www.canada.ca\/en\/immigration-refugees-citizenship\/corporate\/publications-manuals\/operational-bulletins-manuals\/temporary-residents\/visitors\/eligibility-admissibility-considerations.html\">factors in the general economic or political environment<\/a>\u201d of a given country or region.<\/p>\n<h4><strong>Predicting study permit approvals<\/strong><\/h4>\n<p>Enter for-profit EdTech companies. According\u00a0<a href=\"https:\/\/thepienews.com\/canada-cap-edtech-solutions-maximise-student-visa-conversions\">to some marketing claims<\/a>, machine learning can help predict how international applicants will be assessed by IRCC.<\/p>\n<p>Schools can then consider these AI predictions\u00a0<em>before<\/em>\u00a0issuing admission letters in their attempt to maximize their PAL allocation.<\/p>\n<p>Both higher education and immigration admission systems involve, by definition, discriminatory selection processes. But\u00a0<a href=\"https:\/\/doi.org\/10.1080\/14767724.2022.2037407\">schools are not border agents<\/a>. Allowing immigration interests \u2014 however they are projected or assessed \u2014 to so explicitly determine the composition of a school\u2019s student body is potentially problematic.<\/p>\n<p>Under financial pressure to meet recruitment targets, schools may admit international students based not only on education factors, but also the private sector\u2019s interpretation of IRCC priorities.<\/p>\n<p>This will likely exclude some academically talented students from\u00a0<a href=\"https:\/\/www.ourcommons.ca\/Content\/Committee\/441\/CIMM\/Brief\/BR11539112\/br-external\/TaoWill-2022-01-31-e.pdf\">marginalized backgrounds<\/a>, especially those\u00a0<a href=\"https:\/\/www.ourcommons.ca\/Content\/Committee\/441\/CIMM\/Brief\/BR11591488\/br-external\/AfricanScholarsInitiative-e.pdf\">from Africa<\/a>\u00a0and\u00a0<a href=\"https:\/\/www.canada.ca\/en\/immigration-refugees-citizenship\/corporate\/transparency\/committees\/cimm-feb-15-17-2022\/student-approval-rates.html\">the Middle East<\/a>.<\/p>\n<p>It threatens the\u00a0<a href=\"https:\/\/theconversation.com\/5-ways-that-college-campuses-benefit-from-diversity-equity-and-inclusion-programs-208905\">benefits of increased diversity, equity and inclusion<\/a>\u00a0and may reduce the diversity within Canada\u2019s\u00a0<a href=\"https:\/\/doi.org\/10.32674\/jcihe.v13i5S.4061\">pool of future immigrants<\/a>.<\/p>\n<h4><strong>Questions around algorithms, data<\/strong><\/h4>\n<p>The companies seeking to capitalize on higher education\u2019s economic vulnerabilities and long-standing trends of marketing international education as a product are also unlikely to be transparent about their data sources, algorithms and profit models.<\/p>\n<p><a href=\"https:\/\/www.universityworldnews.com\/post.php?story=20210526083309797\">Proprietary algorithms<\/a>\u00a0remain opaque, as do subcontractors\u2019 roles and commission structures. Troves of personal data are collected from students.<\/p>\n<p>The use of artificial intelligence is a growing issue in\u00a0<a href=\"https:\/\/doi.org\/10.57708\/BFZLXO9QXRQWGQXNVDBZMKG\">immigration<\/a>\u00a0generally and\u00a0<a href=\"https:\/\/doi.org\/10.32674\/jis.v14i4.5762\">study permit assessments<\/a>\u00a0specifically.<\/p>\n<p><em><strong>Author Bio:<\/strong> Lisa Ruth Brunner is a Postdoctoral Research Fellow, Centre for Migration Studies at the University of British Columbia<\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>How do universities and colleges decide who to admit? Given the earnings advantage of a post-secondary degree both\u00a0globally\u00a0and\u00a0in Canada, this is an important social mobility question. While the\u00a0answer varies\u00a0from one institution to the next, most focus on education criteria like\u00a0exam scores and grades. However, Canada\u2019s new\u00a0intake cap on study permit applications\u00a0puts increased pressure on Canadian [&hellip;]\n&hellip; <a href=\"https:\/\/world.edu\/international-study-cap-how-some-private-companies-are-marketing-tech-and-ai-solutions\/\" class=\"more\">learn more&rarr;<\/a><\/p>","protected":false},"author":33,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[29],"tags":[434968],"coauthors":[11733],"class_list":["post-73064","post","type-post","status-publish","format-standard","hentry","category-higher-education","tag-international-study"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>International study cap: How some private companies are marketing tech and AI solutions - World leading higher education information and services<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/world.edu\/international-study-cap-how-some-private-companies-are-marketing-tech-and-ai-solutions\/\" class=\"yoast-seo-meta-tag\" \/>\n<meta property=\"og:locale\" content=\"en_US\" class=\"yoast-seo-meta-tag\" \/>\n<meta property=\"og:type\" content=\"article\" class=\"yoast-seo-meta-tag\" \/>\n<meta property=\"og:title\" content=\"International study cap: How some private companies are marketing tech and AI solutions - World leading higher education information and services\" class=\"yoast-seo-meta-tag\" \/>\n<meta property=\"og:description\" content=\"How do universities and colleges decide who to admit? 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