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Artificial intelligence (AI) is finding its way into many areas of our lives. So, it's no wonder AI is also being integrated into human resources. HR managers use AI-based chatbots, rely on AI-supported social media recruiting and intelligent matching tools - or organise application processes with Applicant Tracking Systems (ATS), a software specifically for the challenges in recruiting.
The representative IU study "AI in recruiting: Emotions, beliefs, expectations." does not deal with the tools and techniques of AI but with the opinions and thoughts of potential applicants about artificial intelligence in HR (Human Resources). And it reveals that many applicants are unaware of whether and when AI is used in the application process.
Another key finding of the IU study on AI: For potential applicants, the human factor is an essential component of a positive candidate experience, i.e. the experience during the application process. Many fear that the use of AI will push interpersonal aspects into the background - and the vast majority expect an impersonal application process. All the other facts and opinions are here for you in detail.
View the study in PDFof respondents have negative associations when they think of artificial intelligence being involved in the application process.
think that AI makes the application process worse for them.
do not trust the decision made by AI.
is the most frequently cited disadvantage of AI in the application process, at 72.0 percent.
is a chance when AI is used in the application process, according to the respondents.
of respondents have deliberately not yet had any experience with AI in an application process.

"Applicants are often completely unaware of the use of AI in the application process. In addition, the area of artificial intelligence in recruiting evokes a skeptical response from some respondents, because many of them are unaware of where in the application process AI is even used. Those who are aware of having experienced AI in the past are generally more open to its use. Therefore, it is advisable to provide transparency in the use of AI technologies in the application process. Being open about the use of AI helps to build up trust and break down reservations about it in the application process."
Prof Dr Katharina-Maria Rehfeld
Professor in Human Resource Management at IU International University of Applied Sciences
Almost two-thirds of respondents have negative associations with AI in recruiting. The IU study details which fears lie behind this - and in which areas potential applicants see the advantages of artificial intelligence. Here are some examples:
The "impersonality" of AI in the application process is seen as its biggest disadvantage by potential applicants, followed by possible errors in programming and susceptibility to bias and stereotypes. The lack of transparency about when and how AI is used in the application process is also seen as a disadvantage by 41.5 percent of respondents.
*Excerpt of responses to the question: „Which disadvantages do you see generally in the use of AI in the application process?“
Source : IU study "AI in recruiting: Emotions, beliefs, expectations."


According to the respondents, interpersonal aspects suffer from the use of AI in recruiting, as shown by several findings of the study. Among other things, 80.5 percent of respondents feel less valued when AI is used instead of a human in the application process.
*Excerpt of responses to the question: „To what extent do you agree or disagree with the following statements?“
Source : IU study "AI in recruiting: Emotions, beliefs, expectations."
Despite the fears and disadvantages mentioned, the respondents also see opportunities in the use of AI in recruiting: almost three out of four agree with the statement that AI can prevent discrimination, e.g. due to origin, age or gender.
According to the respondents, AI is, on the one hand, susceptible to bias and stereotypes but can also increase equal opportunities. It's all a question of programming, explains IU professor Michaela Moser.
*Excerpt of responses to the question: „To what extent do you agree or disagree with the following statements?“
Source : IU study "AI in recruiting: Emotions, beliefs, expectations."


"Artificial Intelligence can help to avoid discrimination and, therefore, make choosing employees fairer. This assumes that the AI Algorithms have been programmed without prejudice. Because the algorithm specifies how the AI shout work. But artificial intelligence has a crucial advantage over humans when it comes to equality: It thinks in ones and zeroes. Prejudice and subjective judgements are foreign to it, it makes decisions based purely on facts."
Prof Dr Michaela Moser
Professor of Human Resource Management at IU International University of Applied Sciences
Almost two-thirds of respondents expect the use of artificial intelligence in recruiting to increase. However, only 36.6 percent of them have a positive attitude towards this development.
*Excerpt of responses to the question: „What do you think of this development? (Only respondents who believe that AI will be used more often in future.)
Source : IU study "AI in recruiting: Emotions, beliefs, expectations."


Companies that use AI in recruiting can reduce the scepticism of most applicants, especially if a personal contact person accompanies the application process or if applicants can choose between humans and AI. More transparency can also reduce doubts.
*Excerpt of responses to the question: „Which of the following measures would relieve your doubts about an application process that included AI?“ (Only respondents who believe that AI will be used more often in future and find this development to be quite bad / bad / very bad.)
Source : IU study "AI in recruiting: Emotions, beliefs, expectations."
„Artificial Intelligence is the future, and there is no stopping this development, including in HR management our aim must be to use the opportunities provided by the technology wisely and reduce the risks. This will only work if new technologies are accepted by applicants, which requires explanation and transparency from HR departments.“
Prof Dr Michaela Moser
Professor of Human Resource Management at IU International University of Applied Sciences


Read all the study results and expert opinions now - in the IU study on AI in recruiting.
For the IU study "AI in recruiting: Emotions, beliefs, expectations.", 1,005 people between the ages of 16 and 65 were surveyed, representative by age and gender.
Published on: 14.04.2022
Published by: IU International University of Applied Sciences; IU Internationale Hochschule GmbH
Servey period: 29.10.2021 – 03.11.2021
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Do you have questions or need more material regarding our study? Feel free to drop us an e-mail.
Press-Team: presse@iu.org
Research-Team: research@iu.org
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