4 min read

How Auto-proctoring Prevents Cheating in Online Recruitment

joseph cole

Updated on December 16, 2022

Online recruitment has gained tremendous importance since the onset of the Covid pandemic. Doubtlessly, organizations have accelerated virtual hiring like never before. But, online recruitment has also raised concerns about candidate cheating and assessment fraud. Thanks to auto proctoring, many of these concerns can be prevented in online recruitment.

Proctoring is one of the age-old practices in the world. As per a forecast, the CAGR of global online remote proctoring is expected to reach 17.66% by 2027.

The dawn of online recruitment has provided a unique set of challenges to proctors. From cheating to impersonation, candidates are resorting to innumerable dishonest practices during the assessment. Not everyone does cheat, but those who do, do it well!

To make matters worse, a majority of these acts go uncaught in online recruiting assessments. For example, between the end of 2020 to the first half of 2021, Glider Talent Intelligence tracked a 92% increase in fraudulent test-tracking activities.

Further, the AI-enabled proctoring features also reported that 23% of the candidates engaged in some assessment malpractice.

Technological advances have provided challenges and opportunities in online proctoring. At the forefront, the emergence of auto proctoring within the online recruitment and assessment processes has enhanced user experience for both recruiters and candidates. Additionally, as a part of defending assessment security, it has also extensively prevented cheating practices.

Do you know that innumerable researchers and academicians have found a positive relationship between technology and behavior intention? Similarly, many companies are leveraging proctoring technology to secure top talent.

What is Auto Proctoring? It is AI-powered assessment technology that completely monitors candidates on a one-to-one and one-to-many basis, their multimedia, and their environment during online assessments or examinations. The e-assessment method has gained tremendous acceptance in recent times of the global pandemic where everything was done on a remote and online platform.

Compared to online human proctoring, auto proctoring needs very less human intervention. The algorithms are designed to mimic the behavior of a human proctor in order to prevent the likelihood of cheating in assessments. A candidate can take up the assessment anywhere and anytime as long as there is a strong internet connection.

Components of Auto Proctoring

Auto proctoring includes components extracted from various domains like technology, AI, human behavior, NLP, and academics among others.

Here are the components of an auto-proctoring system for detecting real-time cheating behavior as per a research paper:

  • Text detection: Books, notes, images.
  • Speech detection: Phone call and other audio
  • Gaze estimation: Pose alignment and angle variations.
  • Phone detection: Screen recording
  • User verification: Facial features, Images captured at different phases
  • Active window detection: Screen share, secondary screens

Types of Auto Proctoring

Auto proctoring is a 360-degree approach, especially in remote and online recruitment.

Video Proctoring: The candidate’s webcam will be used for real-time monitoring and recording of the candidate’s identity, test environment, and other activities. Any potential cheating or fraud is detected, and auto-flagged.

Audio Proctoring: Through the microphone, the candidate’s audio feed is scanned, recorded, and monitored with keen attention to additional noise or voice occurring during the assessment. Any sound that doesn’t conform to test guidelines will be auto-flagged.

Image Proctoring: Live images of the test candidate are captured at regular intervals. Then they are compared against the base image (taken before the assessment) to verify the genuineness. Any abnormality or other person intruding is auto-flagged.

Online Recruitment Violations – What are they?

Online recruitment is not just limited to assessments and tests alone. It covers various forms like ATS, cold e-mails, profile data on professional social media like LinkedIn, job portal database, phone screen, and video interviews as well.

Now as a promising job candidate, one must take care of the following in order to avoid violations by the auto-proctoring system:

  • Avoid changing test location at any cost
  • Switch on the webcam at all times
  • No other person is allowed in the test room/location
  • Avoid secondary noise like music, talks
  • Keep other gadgets away (unless permitted)
  • No impersonations in the form of writing, speech, etc
  • Close all other tabs and programs on the laptop
  • Always behave professionally

How Auto proctoring Prevents Cheating in Online Recruitment?

Auto proctoring is redefining test integrity in online recruitment programs. A comparison between various proctoring platforms tells you how various parameters are considered to prevent cheating from beginning to end.

But how does it work?

Hardware: Webcam and wear cam, microphone capture everything that is happening on an active window screen. The inputs like the candidate’s face, body movements, sound, a proxy, or any other suspicious presence are auto-flagged immediately.

Continuous Monitoring: It assesses the test taker’s surroundings, background, nearby gadgets, and the presence of any other person. Frequent monitoring of such elements gives an estimation of the candidate’s behavior and tests integrity of the proctoring system.

Plagiarism Report: As a powerful anti-plagiarism tool, auto-proctoring verifies a candidate’s coding submissions against similar codes copied from the internet or elsewhere. The comprehensive monitoring report provides details and copy-pasted snippets and submits the same for review.

Audit Trail: Auto-proctoring also records the physical, visual, and acoustic environment of the candidate’s location. Through this, recruiters can analyze and review candidates’ skills, performance, and suspicious activities (if any).

End Note

Auto proctoring is one technology that organizations do not want to go away. The AI-based tool helps manage online recruitment with less human interference. Apart from reducing cost-per-hire, auto proctoring plays a key role in attracting quality talent and enhancing employer brand value too.

It is certainly the best tag for “Do More With Less.”


Accelerate the hiring of top talent

Make talent quality your leading analytic with skills-based hiring solution.

Get started

Intake Coordinator Job Description and Top Skills

What is an Intake Coordinator? An Intake Coordinator is responsible for managing the intake process for new patients, coordinating referrals, scheduling appointments, and gathering necessary information to facilitate the provision of healthcare services. They serve as the initial point of contact for patients, caregivers, and healthcare providers, providing information, assistance, and support to ensure a […]

Explained: AI Resume Screening & Its Benefits

As artificial intelligence integrates with the talent acquisition field, AI resume screening shines as one of the key features of the new technology.