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Potential analysis with Aivy

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Potential analysis with Aivy

Companies are still struggling with the challenge of finding qualified specialists. In order to be able to fill vacancies adequately, they are therefore in competition for the best young talent, so-called high potentials.

Definition: potential analysis

The term potential analysis (from Latin potentia = strength) refers to the structured recording of ability potentials using aptitude diagnostic methods. It thus serves to predict the professional success of employees in current and future positions (see Schuler & Prochaska 1999).

High potentials are applicants who have a high potential to be successful in their current and future job. Identifying high potentials among applicants is the task of a scientific potential analysis.

Briefly explained in 75 seconds

High potentials: What can they actually do?

The term “potential” refers to the performance and development opportunities that are available to a person, but which have not yet been fully exploited. These are achieved with the help of aptitude diagnostic test methods (e.g. cognitive performance tests, personality tests). In particular, there are five categories of characteristics:

  1. methodological expertise
    Ability to identify correlations, identify opportunities for improvement and develop proposed solutions.
    Examples: work planning, problem-solving ability
  2. interpersonal skills
    Ability to deal with colleagues and customers.
    Examples: empathy, ability to work in a team
  3. professional expertise
    Ability to use learned knowledge in a solution-oriented manner.
    Examples: foreign language skills, programming skills
  4. Personal competencies
    Personal behavior in a professional context.
    Examples: Reliability, self-confidence, ability to reflect
  5. Change skills
    Willingness to learn over a lifetime.
    Examples: adaptability, learning orientation

Where, when and why are potential analyses used?

There are a total of three primary areas of application for potential analysis:


Career guidance

What am I really good at and in which professional field can I develop my strengths in the best possible way?

After school at the latest, everyone has to ask themselves the question: What am I actually really good at and in which profession will I work later? But identifying one's own experiences, competencies, strengths and weaknesses is often not that easy — we have already noticed this when we asked ourselves the famous question about our own weaknesses and strengths in the application process.

A scientifically based potential analysis aims at balancing self-assessment and external assessments of one's own potential and thus supports individuals in making decisions with regard to their professional future.

Particularly in a school context, the procedure should playful, action-oriented and requirements-related be. It is particularly important that the analysis carried out does not push students in a specific direction, but helps them to recognize their own interests and stimulate their self-reflection in a playful way. This works particularly well with playfully designed psychometric test procedure in the form of small mini-games or “challenges”.


Staff selection

Which applicants have the potential to be successful in current positions and in the working world of tomorrow?

In addition to career guidance, potential analysis is often carried out as part of Staff selection used to find the best possible candidates for a vacant position and thus to be successful in an increasing battle for talent. In this case, the potential analysis usually involves specifying the requirements of the position as part of a empirical requirement analysis ahead.


Personnel development

In which areas can employees fully develop their strengths and where is there development potential?

In a dynamic working world, the process of career orientation does not end after leaving school; rather, professional (re) orientation develops into a dynamic and lifelong process. This means that potential analysis also plays an important role in personnel development. So she belongs on the most important instruments in the area of Employee retention and promotion. Because if a person's potential is known, individual funding tailored to that person is possible — and this is for long-term retention of high potentials essential.

Why is potential analysis becoming more important in the working world of the future?

In order to understand why potential analysis is becoming increasingly important in an increasingly dynamic and fast-paced working world, we should first look at the weaknesses of biography-focused processes (e.g. curriculum vitae). These procedures are therefore backwards and look into the past.


The problem:
When the tasks and required competencies in a job change ever faster, past experience plays an ever smaller role (e.g. experience with outdated software).

  • cv | View direction: past
    What has a person done well so far?
  • Potential analysis | View direction: future
    In which areas is a person highly likely to be successful in the future?

An example: If talents are to be selected for a junior leadership program, the Looking at the past rarely effective, because their management experience is usually limited to working as class president at most. Looking to the future and asking whether young people have the potential to become good leaders is much more important. This question can be answered with a scientifically based potential analysis.

How do you recognize a good potential analysis?

A good potential analysis is recognized six key aspects. She is...

  1. Scientifically based and validated
    Aivy's potential analysis consists of scientifically based test methods developed by psychometricians with many years of experience. All processes meet the scientific quality criteria in accordance with DIN 33430.
  2. Requirements-oriented and job-related
    The test battery is compiled in a personalized manner on the basis of the specified professional goals and experience (career orientation) or the empirically determined requirement profile (personnel selection).
  3. Fair and non-discriminatory
    Data-based and objective test execution and evaluation results in assessment errors caused by Unconcious Bias avoided. The procedures are continuously reviewed for possible discrimination against minorities.
  1. Continually evolves
    Aivy understands aptitude diagnostics in terms of continuous improvement process. By self-learning algorithms The prediction of the fit between applicants and the company's requirements is becoming more and more accurate.
  2. Entertaining, accepted and transparent through comprehensive feedback
    Aivy uses mobile-optimized Game-based assessments one that allow a playful, entertaining assessment of abilities, interests and personality traits (e.g. in the form of 2-3 minute small challenges). For example, Aivy impresses with 95% user acceptance and 80% time savings compared to previous selection processes. Instead of just receiving a rejection, applicants receive a detailed Feedback on their potential and alternative suggestions for job postings in the company that are better suited to their talents.

  3. Holistic support in the process of finding, applying and developing
    Aivy is versatile and can be used as Orientation solution (self-assessment) for candidates on the career side, when applying as early selection tool (pre-assessment) and as a tool for identifying Demand and funding requirements are used (continuous assessment). In doing so, Aivy not only identifies the potential of applicants, but also the requirements of companies. The focus is therefore on finding the best fit between the talents and potential of applicants on the one hand and the requirements of companies on the other (Job Matching).

Case studies from HR practice

Deutsche Lufthansa AG provides a current practical example of the effectiveness of scientifically based potential analyses. Through the use of scientifically validated psychometric testing methods from Aivy Could a A remarkable hit rate of 96% is achieved when pre-selecting trainees — and that even before the first personal interview.

The implementation of Aptitude diagnostics within 15 minutes Online assessments The existing application process led to:

  • An overall success rate of 96% for candidate suitability
  • A time saving of over 100 minutes per application
  • A high level of acceptance among applicants with 86% completion rate

The high predictive accuracy of the process was demonstrated by a sample of over 1,200 applicants.

More than 100 well-known companies already rely on Aivy's potential analyses

... and use them to successfully avoid wrong decisions in personnel selection — even before the initial interview!
→ Get non-binding advice now!

Testimonials from HR managers

“We get a better look at the person and recognize their strengths. So we can select by fit.” confirms Susanne Berthold Neumann, responsible for innovative young talent programs at Deutsche Lufthansa AG.

The combination of scientific background and positive candidate experience makes modern potential analyses particularly valuable for companies. More about this here...

Quality standards for potential analyses

When carrying out aptitude diagnostic procedures, the Scientificity of the methods used as well as the Protection of personal data in focus:

  • Processing on ISO 27001-certified servers in Germany (Frankfurt am Main)
  • Pseudonymized data collection to ensure anonymity
  • Regular review by independent auditors (GDPR and BDSG)

As scientific spin-off of Freie Universität Berlin Aivy developed aptitude diagnostic methods that are based on DIN 33430 and have been validated in over 500,000 tests at more than 100 companies of various sizes and industries. The development is carried out in close cooperation with leading experts, including Harald Ackerschott, co-author of DIN 33430 and head of the ISO Recruitment Working Group.

Sources

  • BMBF (2016): Discovering talents. Guidelines for carrying out potential analyses for career orientation. https://www.bmbf.de/pub/Talente_entdecken.pdf
  • DIN German Institute for Standardization e.V. (2016). Requirements for procedures and their use in job-related aptitude assessments — DIN 33430. Berlin: Beuth.
  • Görlich, Y., Schuler, H., Becker, K. & Diemand, A. (2007). Evaluation of two potential analysis methods for internal selection and classification. In H. Schuler (ed.), Assessment Center for Potential Analysis (pp. 203-232). Göttingen: Hogrefe.
  • Schuler, H. & Prochaska, M. (1999). Identification of personal characteristics: Performance and potential assessment of employees. In K. Sonntag (ed.), Personnel Development in Organizations (pp. 181-210). Göttingen: Hogrefe.
Home
-
lexicon
-
Potential analysis with Aivy

Companies are still struggling with the challenge of finding qualified specialists. In order to be able to fill vacancies adequately, they are therefore in competition for the best young talent, so-called high potentials.

Definition: potential analysis

The term potential analysis (from Latin potentia = strength) refers to the structured recording of ability potentials using aptitude diagnostic methods. It thus serves to predict the professional success of employees in current and future positions (see Schuler & Prochaska 1999).

High potentials are applicants who have a high potential to be successful in their current and future job. Identifying high potentials among applicants is the task of a scientific potential analysis.

Briefly explained in 75 seconds

High potentials: What can they actually do?

The term “potential” refers to the performance and development opportunities that are available to a person, but which have not yet been fully exploited. These are achieved with the help of aptitude diagnostic test methods (e.g. cognitive performance tests, personality tests). In particular, there are five categories of characteristics:

  1. methodological expertise
    Ability to identify correlations, identify opportunities for improvement and develop proposed solutions.
    Examples: work planning, problem-solving ability
  2. interpersonal skills
    Ability to deal with colleagues and customers.
    Examples: empathy, ability to work in a team
  3. professional expertise
    Ability to use learned knowledge in a solution-oriented manner.
    Examples: foreign language skills, programming skills
  4. Personal competencies
    Personal behavior in a professional context.
    Examples: Reliability, self-confidence, ability to reflect
  5. Change skills
    Willingness to learn over a lifetime.
    Examples: adaptability, learning orientation

Where, when and why are potential analyses used?

There are a total of three primary areas of application for potential analysis:


Career guidance

What am I really good at and in which professional field can I develop my strengths in the best possible way?

After school at the latest, everyone has to ask themselves the question: What am I actually really good at and in which profession will I work later? But identifying one's own experiences, competencies, strengths and weaknesses is often not that easy — we have already noticed this when we asked ourselves the famous question about our own weaknesses and strengths in the application process.

A scientifically based potential analysis aims at balancing self-assessment and external assessments of one's own potential and thus supports individuals in making decisions with regard to their professional future.

Particularly in a school context, the procedure should playful, action-oriented and requirements-related be. It is particularly important that the analysis carried out does not push students in a specific direction, but helps them to recognize their own interests and stimulate their self-reflection in a playful way. This works particularly well with playfully designed psychometric test procedure in the form of small mini-games or “challenges”.


Staff selection

Which applicants have the potential to be successful in current positions and in the working world of tomorrow?

In addition to career guidance, potential analysis is often carried out as part of Staff selection used to find the best possible candidates for a vacant position and thus to be successful in an increasing battle for talent. In this case, the potential analysis usually involves specifying the requirements of the position as part of a empirical requirement analysis ahead.


Personnel development

In which areas can employees fully develop their strengths and where is there development potential?

In a dynamic working world, the process of career orientation does not end after leaving school; rather, professional (re) orientation develops into a dynamic and lifelong process. This means that potential analysis also plays an important role in personnel development. So she belongs on the most important instruments in the area of Employee retention and promotion. Because if a person's potential is known, individual funding tailored to that person is possible — and this is for long-term retention of high potentials essential.

Why is potential analysis becoming more important in the working world of the future?

In order to understand why potential analysis is becoming increasingly important in an increasingly dynamic and fast-paced working world, we should first look at the weaknesses of biography-focused processes (e.g. curriculum vitae). These procedures are therefore backwards and look into the past.


The problem:
When the tasks and required competencies in a job change ever faster, past experience plays an ever smaller role (e.g. experience with outdated software).

  • cv | View direction: past
    What has a person done well so far?
  • Potential analysis | View direction: future
    In which areas is a person highly likely to be successful in the future?

An example: If talents are to be selected for a junior leadership program, the Looking at the past rarely effective, because their management experience is usually limited to working as class president at most. Looking to the future and asking whether young people have the potential to become good leaders is much more important. This question can be answered with a scientifically based potential analysis.

How do you recognize a good potential analysis?

A good potential analysis is recognized six key aspects. She is...

  1. Scientifically based and validated
    Aivy's potential analysis consists of scientifically based test methods developed by psychometricians with many years of experience. All processes meet the scientific quality criteria in accordance with DIN 33430.
  2. Requirements-oriented and job-related
    The test battery is compiled in a personalized manner on the basis of the specified professional goals and experience (career orientation) or the empirically determined requirement profile (personnel selection).
  3. Fair and non-discriminatory
    Data-based and objective test execution and evaluation results in assessment errors caused by Unconcious Bias avoided. The procedures are continuously reviewed for possible discrimination against minorities.
  1. Continually evolves
    Aivy understands aptitude diagnostics in terms of continuous improvement process. By self-learning algorithms The prediction of the fit between applicants and the company's requirements is becoming more and more accurate.
  2. Entertaining, accepted and transparent through comprehensive feedback
    Aivy uses mobile-optimized Game-based assessments one that allow a playful, entertaining assessment of abilities, interests and personality traits (e.g. in the form of 2-3 minute small challenges). For example, Aivy impresses with 95% user acceptance and 80% time savings compared to previous selection processes. Instead of just receiving a rejection, applicants receive a detailed Feedback on their potential and alternative suggestions for job postings in the company that are better suited to their talents.

  3. Holistic support in the process of finding, applying and developing
    Aivy is versatile and can be used as Orientation solution (self-assessment) for candidates on the career side, when applying as early selection tool (pre-assessment) and as a tool for identifying Demand and funding requirements are used (continuous assessment). In doing so, Aivy not only identifies the potential of applicants, but also the requirements of companies. The focus is therefore on finding the best fit between the talents and potential of applicants on the one hand and the requirements of companies on the other (Job Matching).

Case studies from HR practice

Deutsche Lufthansa AG provides a current practical example of the effectiveness of scientifically based potential analyses. Through the use of scientifically validated psychometric testing methods from Aivy Could a A remarkable hit rate of 96% is achieved when pre-selecting trainees — and that even before the first personal interview.

The implementation of Aptitude diagnostics within 15 minutes Online assessments The existing application process led to:

  • An overall success rate of 96% for candidate suitability
  • A time saving of over 100 minutes per application
  • A high level of acceptance among applicants with 86% completion rate

The high predictive accuracy of the process was demonstrated by a sample of over 1,200 applicants.

More than 100 well-known companies already rely on Aivy's potential analyses

... and use them to successfully avoid wrong decisions in personnel selection — even before the initial interview!
→ Get non-binding advice now!

Testimonials from HR managers

“We get a better look at the person and recognize their strengths. So we can select by fit.” confirms Susanne Berthold Neumann, responsible for innovative young talent programs at Deutsche Lufthansa AG.

The combination of scientific background and positive candidate experience makes modern potential analyses particularly valuable for companies. More about this here...

Quality standards for potential analyses

When carrying out aptitude diagnostic procedures, the Scientificity of the methods used as well as the Protection of personal data in focus:

  • Processing on ISO 27001-certified servers in Germany (Frankfurt am Main)
  • Pseudonymized data collection to ensure anonymity
  • Regular review by independent auditors (GDPR and BDSG)

As scientific spin-off of Freie Universität Berlin Aivy developed aptitude diagnostic methods that are based on DIN 33430 and have been validated in over 500,000 tests at more than 100 companies of various sizes and industries. The development is carried out in close cooperation with leading experts, including Harald Ackerschott, co-author of DIN 33430 and head of the ISO Recruitment Working Group.

Sources

  • BMBF (2016): Discovering talents. Guidelines for carrying out potential analyses for career orientation. https://www.bmbf.de/pub/Talente_entdecken.pdf
  • DIN German Institute for Standardization e.V. (2016). Requirements for procedures and their use in job-related aptitude assessments — DIN 33430. Berlin: Beuth.
  • Görlich, Y., Schuler, H., Becker, K. & Diemand, A. (2007). Evaluation of two potential analysis methods for internal selection and classification. In H. Schuler (ed.), Assessment Center for Potential Analysis (pp. 203-232). Göttingen: Hogrefe.
  • Schuler, H. & Prochaska, M. (1999). Identification of personal characteristics: Performance and potential assessment of employees. In K. Sonntag (ed.), Personnel Development in Organizations (pp. 181-210). Göttingen: Hogrefe.

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Do you want to analyse the potential of your applicants and employees?

We'll show you how: Get more information via email without obligation...

Florian Dyballa

CEO, Co-Founder

About Florian

  • Founder & CEO of Aivy — develops innovative ways of personnel diagnostics and is one of the top 10 HR tech founders in Germany (business punk)
  • More than 500,000 digital aptitude tests successfully used by more than 100 companies such as Lufthansa, Würth and Hermes
  • Three times honored with the HR Innovation Award and regularly featured in leading business media (WirtschaftsWoche, Handelsblatt and FAZ)
  • As a business psychologist and digital expert, combines well-founded tests with AI for fair opportunities in personnel selection
  • Shares expertise as a sought-after thought leader in the HR tech industry — in podcasts, media, and at key industry events
  • Actively shapes the future of the working world — by combining science and technology for better and fairer personnel decisions
success stories

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Say that #HeRoes

“Through the very high response rate Persuade and retain We our trainees early in the application process. ”

Tamara Molitor
Training manager at Würth
Tamara Molitor

“That Strengths profile reflects 1:1 our experience in a personal conversation. ”

Wolfgang Böhm
Training manager at DIEHL
Wolfgang Böhm Portrait

“Through objective criteria, we promote equal opportunities and Diversity in recruiting. ”

Marie-Jo Goldmann
Head of HR at Nucao
Marie Jo Goldmann Portrait

Aivy is the bestWhat I've come across so far in the German diagnostics start-up sector. ”

Carl-Christoph Fellinger
Strategic Talent Acquisition at Beiersdorf
Christoph Feillinger Portrait

“Selection process which Make fun. ”

Anna Miels
Learning & Development Manager at apoproject
Anna Miels Portrait

“Applicants find out for which position they have the suitable competencies bring along. ”

Jürgen Muthig
Head of Vocational Training at Fresenius
Jürgen Muthig Fresenius Portrait

“Get to know hidden potential and Develop applicants in a targeted manner. ”

Christian Schütz
HR manager at KU64
Christian Schuetz

Saves time and is a lot of fun doing daily work. ”

Matthias Kühne
Director People & Culture at MCI Germany
Matthias Kühne

Engaging candidate experience through communication on equal terms. ”

Theresa Schröder
Head of HR at Horn & Bauer
Theresa Schröder

“Very solid, scientifically based, innovative even from a candidate's point of view and All in all, simply well thought-out. ”

Dr. Kevin-Lim Jungbauer
Recruiting and HR Diagnostics Expert at Beiersdorf
Kevin Jungbauer
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