Remote proctoring tools like Proctorio have faced widespread pushback at colleges. Less scrutiny and awareness exists on their use in K-12 schools.
Updated, correction appended April 18
In the middle of night, students at Utahâs Kings Peak High School are wide awake â taking mandatory exams.
At this online-only school, which opened during the pandemic and has ever since, students take tests from their homes at times that work best with their schedules. Principal Ammon Wiemers says itâs this flexibility that attracts students â including athletes and teens with part-time jobs â from across the state.
âStudents have 24/7 access but that doesnât mean the teachers are going to be there 24/7,â Wiemers told The 74 with a chuckle. âSometimes [students] expect that but no, our teachers work a traditional 8 to 4 schedule.â
Any student who feels compelled to cheat while their teacher is sound asleep, however, should know theyâre still being watched.
For students, the cost of round-the-clock convenience is their privacy. During exams, their every movement is captured on their computerâs webcam and scrutinized by Proctorio, . Proctorio software conducts âdesk scansâ in a bid to catch test-takers who turn to âunauthorized resources,â âface detectionâ technology to ensure there isnât anybody else in the room to help and âgaze detectionâ to spot anybody âlooking away from the screen for an extended period of time.â
Proctorio then provides visual and audio records to Kings Peak teachers with the algorithm calling particular attention to pupils whose behaviors during the test flagged them as possibly engaging in academic dishonesty.
Such remote proctoring tools grew exponentially during the pandemic, particularly at U.S. colleges and universities where administrators seeking to ensure exam integrity during remote learning met with sharp resistance from students. Online end the surveillance regime; the tools of and that set off a red flag when the tool failed to detect Black students’ faces.

At the same time, social media platforms like TikTok were flooded with videos purportedly highlighting service vulnerabilities that taught others
K-12 schoolsâ use of remote proctoring tools, however, has largely gone under the radar. Nearly a year since the federal public health emergency expired and several since the vast majority of students returned to in-person learning, an analysis by The 74 has revealed that K-12 schools nationwide â and online-only programs in particular â continue to use tools from digital proctoring companies on students, including those as young as kindergarten.
Previously unreleased survey results from the nonprofit Center for Democracy and Technology found that remote proctoring in K-12 schools has become widespread. In its August 2023 36% of teachers reported that their school uses the surveillance software.
Civil rights activists, who contend AI proctoring tools fail to work as intended, harbor biases and run afoul of studentsâ constitutional protections, said the privacy and security concerns are particularly salient for young children and teens, who may not be fully aware of the monitoring or its implications.
âItâs the same theme we always come back to with student surveillance: Itâs not an effective tool for what itâs being claimed to be effective for,â said Chad Marlow, senior policy counsel at the American Civil Liberties Union. âBut it actually produces real harms for students.â
Itâs always strange in a virtual setting â itâs like youâre watching yourself take the test in the mirror.
Ammon Wiemers, Principal Kings Peak High School
Wiemers is aware that the school, where about 280 students are enrolled full time and another 1,500 take courses part time, must make a delicate âcompromise between a valid testing environment and studentsâ privacy.â When students are first subjected to the software he said âitâs kind of weird to see that a camera is watching,â but unlike the uproar at colleges, he said the monitoring has become ânormalizedâ among his students and that anybody with privacy concerns is allowed to take their tests in person.
âItâs always strange in a virtual setting â itâs like youâre watching yourself take the test in the mirror,â he said. âBut when students use it more, they get used to it.â
Children âdonât take testsâ
Late last year, Proctorio founder and CEO Mike Olsen published in response to research critical of the companyâs efficacy. A tech-savvy Ohio college student had conducted an analysis and concluded Proctorioâs relied on an open-source software library with a â including a failure to recognize Black faces more than half of the time.
The student tested the companyâs face-detection capabilities against a dataset of nearly 11,000 images, , which depicted people of multiple races and ethnicities, with results showing a failure to distinguish Black faces 57% of the time, Middle Eastern faces 41% of the time and white faces 40% of the time. Such a high failure rate was problematic for Proctorio, which relies on its ability to flag cheaters by zeroing in on peopleâs facial features and movements.
Olsenâs post sought to discredit the research, arguing that while the FairFace dataset had been used to identify biases in other facial-detection algorithms, the images werenât representative of âa live test-takerâs remote exam experience.â
âFor example,â he wrote, âchildren and cartoons donât take tests so including those images as part of the data set is unrealistic and unrepresentative.â

To Ian Linkletter, a librarian from Canada embroiled in a long-running battle with Proctorio over whether its products were harmful, Olsenâs response was baffling. Sure, cartoon characters donât take tests. But children, he said, certainly do. What he wasnât sure about, however, was whether those younger test-takers were being monitored by Proctorio â so he set out to find out.
He found two instances, both in Texas, where Proctorio was being used in the K-12 setting, including at a remote school tied to the University of Texas at Austin. Linkletter shared his findings with The 74, which used the government procurement tool GovSpend to identify other districts that have contracts with Proctorio and its competitors.
More than 100 K-12 school districts have relied on Proctorio and its competitors, according to the GovSpend data, with a majority of expenditures made during the height of the pandemic. And while remote learning has become a more integral part of K-12 schooling nationwide, seven districts have paid for remote proctoring services in the last year. While extensive, the GovSpend database doesnât provide a complete snapshot of U.S. school districts or their expenditures.
âIt was just obvious that Proctorio had K-12 clients and were being misleading about children under 18 using their product,â Linkletter said, adding that young people could be more susceptible to the potential harms of persistent surveillance. âItâs almost like a human rights issue when youâre imposing it on students, especially on K-12 students.â Young children, he argued, are unable to truly consent to being monitored by the software and may not fully understand its potential ramifications.
Proctorio did not respond to multiple requests for comment by The 74. Founded in 2013, claims it provided remote proctoring services during the height of the pandemic to education institutions globally.
In 2020, over a series of tweets in which the then-University of British Columbia learning technology specialist linked to Proctorio-produced YouTube videos, which the company had made available to instructors. Using the video on the tool’s “Abnormal Eye Movement function,” Linkletter that it showed “the emotional harm you are doing to students by using this technology.”
Proctorioâs lawsuit alleged that Linkletterâs use of the companyâs videos, which were unlisted and could only be viewed by those with the link, amounted to copyright infringement and distributing of confidential material. In January, Canada’s Supreme Court Linkletter’s claim that the litigation was specifically designed to silence him.
While there is little independent research on the efficacy of any remote proctoring tools in preventing cheating, one 2021 study found that who had been instructed to cheat. Researchers concluded the software is âbest compared to taking a placebo: It has some positive influence, not because it works but because people believe that it works, or that it might work.â
Remote proctoring costs K-12 schools millions
A , the online K-12 school operated by the University of Texas, indicates that Proctorio is used for Credit by Exam tests, which award course credit to students who can demonstrate mastery in a particular subject. For students in kindergarten, first and second grade, the district pairs district proctoring with a âProctorio Secure Browser,â which prohibits test takers from leaving the online exam to use other websites or programs. Beginning in third grade, according to the rubric uploaded to the schoolâs website, test takers are required to use Proctorioâs remote online proctoring.

Proctorio isnât the only remote proctoring tool in use in K-12 schools. GovSpend data indicate the school district in Las Vegas, Nevada, has spent more than $1.4 million since 2018 on contracts with Proctorio competitor Spending on Honorlock by the Clark County School District surged during the pandemic but as recently as October, it had a $286,000 company purchase. GovSpend records indicate the tool is used at , the districtâs online-only program which claims more than 4,500 elementary, middle and high school students. Clark County school officials didnât respond to questions about how Honorlock is being utilized.
Meanwhile, dozens of K-12 school districts relied on the remote proctoring service ProctorU, now known as , during the pandemic, records indicate, with several maintaining contracts after school closures subsided. Among them is the rural Watertown School District in South Dakota, which spent $18,000 on the service last fall.
Aside from Wiemers, representatives for schools mentioned in this story didnât respond to interview requests or declined to comment. Meazure Learning and Honorlock didnât respond to media inquiries.
At TTU K-12, an online education program offered by Texas Tech University, the institution relies on Proctorio for âall online courses and Credit by Examinations,â flagging suspicious activity to teachers for review. In an apparent nod to Proctorio privacy concerns, TTU instructs students to select private spaces for exams and that if they are testing in a private home, they have to get the permission of anyone also residing there for the test to be recorded.
Documents indicate that K-12 institutions continue to subject remote learners to room scans even after a federal judge ruled a universityâs . In 2022, a federal judge sided with a Cleveland State University student, who alleged that a room scan taken before an online exam at the Ohio institution violated his Fourth Amendment rights against unreasonable searches and seizures. The judge ruled that the scan was âunreasonable,â adding that âroom scans go where people otherwise would not, at least not without a warrant or an invitation.â
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Marlow of the ACLU says he finds room scans particularly troubling â especially in the K-12 context. From an equity perspective, he said such scans could have disproportionately negative effects on undocumented students, those living with undocumented family members and students living in poverty. He expressed concerns that information collected during room scans could be used as evidence for immigration enforcement
âThere are two fairly important groups of vulnerable students, undocumented families and poor students, who may not feel that they can participate in these classes because they either think it’s legally dangerous or they’re embarrassed to use the software,â he said.
The TTU web page notes that students âmay be randomly asked to perform a room scan,â where theyâre instructed to offer their webcam a 360-degree view of the exam environment with a warning: Failure to perform proper scans could result in a violation of exam procedures.
âIf youâre using a desktop computer with a built-in webcam, it might be difficult to lift and rotate the entire computer,â the web page notes while offering a solution. âYou can either rotate a mirror in front of the webcam or ask your instructor for further instruction.â
âA legitimate concernâ
Wiemers, the principal in Utah, said that Proctorio serves as a deterrent against cheating â but is far from foolproof.
âThereâs ways to cheat any software,â he said, adding that educators should avoid the urge to respond to Proctorio alerts with swift discipline. In the instances where Proctorio has caught students cheating, he said that instead of being given a failing grade, theyâre simply asked to retake the test.
âThere are limitations to the software, we have to admit that, itâs not perfect, not even close,â he said. âBut if we expect it to be, and the stakes are high and weâre overly punitive, I would say [students] have a legitimate concern.â
During a TTU K-12 advisory board meeting in July 2021, administrators outlined the extent that Proctorio is used during exams. Justin Louder, who at the time served as the TTU K-12 interim superintendent, noted that teachers and a âhandful of administrators within my officeâ had access to view the recordings. Ensuring that third parties didnât have access to the video feeds was âa big deal for us,â he said, because theyâre âdealing with minors.â
While college students âreally kind of pushed backâ on remote proctoring, he noted that they only received a few complaints from K-12 parents, who recognized the service offered scheduling benefits. Like Wiemers, he framed the issue as one of 24-hour convenience.
âIt lets students go at their own pace,â he said. âIf theyâre ready at 2 oâclock in the morning, they can test at 2 oâclock in the morning.â
Correction: A copyright infringement case brought by Proctorio against longtime company critic Ian Linkletter is still being argued in court. An earlier version of this story mischaracterized the litigation as being ruled in Proctorio’s favor.
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