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[[File: | =Introduction= | ||
[[File:GRI_Model_and_variables_technique.png|right|550px]] | |||
This article explores different assessment techniques available and how they are categorized. In GRI’s research, these techniques are analyzed regarding their use and impact on performance, as shown in the diagram on the right. The focus here is on listing the techniques, comparing some key features, and examining the benefits of using them together. | |||
=Generalities= | |||
Assessment techniques are tools and methods used to understand people broadly, including ourselves, others, and our organizations, through various concepts and for different applications. Since the rise of statistics in the late 19th century, computers in the 1980s, the Internet in the 1990s, and more recently AI, the potential of assessment techniques has significantly advanced. Over this time, the users of most sophisticated techniques have also changed—from psychiatrists and clinical psychologists early on, to recruiters and consultants, and more recently, coaches. | |||
Assessment techniques have become more accessible and widely used; their nature has dramatically evolved, along with their application and the potential impact they can have on individual and group performance. | |||
=A variety of uses= | |||
In companies, assessment techniques are used for various purposes, including recruitment, management, leadership, and organizational development. Similar techniques are applied in clinical settings for psychotherapy, family therapy, marital counseling, and in everyday contexts such as matchmaking, conflict resolution, career counseling, parenting, and education. | |||
While exploring new methods, we also kept those that naturally compete with them—our own private techniques—which share many similar characteristics. At GRI, we have observed a rise in published techniques since the early 2000s, when we began our analysis, along with increased use in life coaching and business coaching. We developed and published our assessment technique, known as the adaptive profile, which has been utilized at strategic levels within organizations. This gave us a benchmark to analyze other assessment techniques across different situations. | |||
= | =Classification of the techniques= | ||
Assessment techniques | Assessment techniques can be classified based on various criteria. These include what they evaluate, such as personality, intelligence, aptitude, behaviors, competencies, leadership, and creativity. They can also be distinguished by how they evaluate—using intuition, internet-based methods, or the way results are presented, such as verbally, in reports, or graphs. Additionally, factors like how techniques are learned or their different applications play a role. The information gathered by these techniques contributes to shaping judgments, improving decision quality, and enhancing self-awareness, social awareness, communication, learning, and accountability regarding one’s unique thoughts, feelings, and behaviors. | ||
Starting with an initial analysis of 68 assessments focused on personality, the number grew to 150 by 2025, with new methods like parallel techniques being introduced. When viewed from various perspectives, including their impact on performance, assessment techniques have been categorized as follows<ref>“Code 6a” is the code used to identify and classify the techniques. We’ve left it here in this table for reference. | |||
</ref>: | |||
{| class="wikitable" style="margin: auto;" | {|class="wikitable" style="margin: auto;" | ||
|+ Assessment Techniques | |+ Assessment Techniques | ||
! Group !! Technique !! Definition !! Code 6a | ! Group !! Technique !! Definition !! Code 6a | ||
|- | |- | ||
| rowspan="3"| Parallel Technique || Private technique || rowspan="3" | Anyone makes inferences and constructs judgments without<br/> any formal process or detailed statistics. These techniques<br/> | | rowspan="3"| Parallel Technique || Private technique || rowspan="3" | Anyone makes inferences and constructs judgments without<br/> any formal process or detailed statistics. These techniques<br/> may eventually be shared. || T-PRIV | ||
|- | |- | ||
| Common sense || T-COMS | | Common sense || T-COMS | ||
Line 59: | Line 65: | ||
| Social Media Scan || T-SOCS | | Social Media Scan || T-SOCS | ||
|} | |} | ||
=Comparisons Challenges= | =Comparisons Challenges= | ||
One challenge in analyzing assessment techniques is the availability of information from their users or publishers: the data is scattered, some is confidential, and obtaining all of it is difficult. The final information for each technique is always incomplete. | |||
Another challenge is information volatility: assessments evolve, some have multiple versions; assessment techniques are introduced and discontinued regularly. Their users may change jobs or companies. | |||
A third challenge is that the information is not always comparable across different techniques. Some characteristics that are relevant for certain techniques have little or no relevance for others, such as the number of dimensions being measured. | |||
A third | Our research focused on the utilization of assessment techniques (the independent variable), which involved recording, analyzing, and categorizing their use and effects on individual and organizational performance. The methodology from advanced social research allowed us to compare these assessments based on their use. | ||
Our research | |||
Clinical tests play a significant role in the personality testing literature. Psychiatry and clinical psychology laid the groundwork for the development of the earliest assessments since the late 19th century. Although clinical tests have limited practical application in other areas, research in this field provides an initial understanding of assessment techniques, especially in relation to questionnaires and standards for their validity. The concept of personality is often understood broadly, encompassing traits that make an individual unique. At other times, its definition is narrower, focusing on a few traits. Both definitions were used during our work. | |||
=Assessment Techniques Characteristics= | =Assessment Techniques Characteristics= | ||
Looking at assessment techniques, we could identify 29 characteristics that can be found across them, account for the quality of their measures, and their potential use and impact on individual and organizational performance. The characteristics were regrouped into four categories: | Looking at assessment techniques, we could identify 29 characteristics that can be found across them, account for the quality of their measures, and their potential use and impact on individual and organizational performance. The characteristics were regrouped into four categories<ref>See here the list of characteristics of assessment techniques.</ref>: | ||
[[File:Assessment Engine.png|right|350px]] | |||
<ul> | <ul> | ||
<li>Upfront characteristics, such as the nature and number of items being measured or the assessment time.</li> | <li>'''Upfront characteristics''', such as the nature and number of items being measured or the assessment time.</li> | ||
<li>Intrinsic qualities, such as the number of facets being measured, the stability or intensity of the measures, and work-relatedness.</li> | <li>'''Intrinsic qualities''', such as the number of facets being measured, the stability or intensity of the measures, and work-relatedness.</li> | ||
<li>Assessment results, such as how the results are presented, conciseness, and general validity of the measures.</li> | <li>'''Assessment results''', such as how the results are presented, conciseness, and general validity of the measures.</li> | ||
<li>Theory and Manual, such as the a priori theory of the technique, its age, and publications.</li> | <li>'''Theory and Manual''', such as the a priori theory of the technique, its age, and publications.</li> | ||
</ul> | </ul> | ||
Our analysis considered separately the techniques' users, the environment and culture where they are used, and the technique's distribution model (if any). These factors all affect the way the techniques are marketed, serviced, and used. | |||
Some techniques are in the public domain and free, others are paid for per unit, and still others are not sold but are integrated into consulting programs. Results’ analyses are sometimes subcontracted by the consulting company that distributes the technique, or the analyses may be handled by the client organization. The competencies and ease of the manager or consultant who deploys the technique and provides feedback also have an impact on their potential benefits. | |||
It is not possible to be completely exhaustive in a list of criteria for qualifying assessment techniques. The characteristics listed, however, represent a relatively large sample. They relate to aspects other than metrics and those of their use. They help to account for the variety of assessment techniques with respect to their possible | It is not possible to be completely exhaustive in a list of criteria for qualifying assessment techniques. The characteristics listed, however, represent a relatively large sample. They relate to aspects other than metrics and those of their use. They help to account for the variety of assessment techniques with respect to their possible use and impact on individual and organizational performance. | ||
= | =Parallel Techniques= | ||
In all situations where everyone assesses and is assessed, the most widely and commonly used technique is the one we have called | In all situations where everyone assesses and is assessed, the most widely and commonly used technique is the one we have called parallel techniques. They include our private techniques, common sense shared among a group, and esoteric techniques that often remain in practice. | ||
Parallel techniques are naturally used to construct judgments on individuals and their organizations. Unlike other techniques, parallel techniques are generally not fully articulated, if articulated at all, even if they are naturally used by everyone. They are the most subjective, the least formalized, and controlled. They remain essential to consider in situations like building trust in people, management, and communication. | |||
=Semi-Formal Techniques= | =Semi-Formal Techniques= | ||
Semi-formal techniques are the second most commonly used techniques in organizations. The metric quality of these techniques is dependent on the interests, preferences, and skills of their users. For instance, non-directive and semi-directive interviews | Semi-formal techniques are the second most commonly used techniques in organizations. The metric quality of these techniques is dependent on the interests, preferences, and skills of their users. For instance, the quality of non-directive and semi-directive interviews is generally low. | ||
It is through the different forms of semi-formal techniques that | It is through the different forms of semi-formal techniques that judgments continue to form with all potential biases. As for the parallel techniques, perception errors are not controlled. The other technique most commonly used in conjunction with the interview is that of the online resume. Reference check makes it possible to validate and test the first judgments while collecting additional information. It chronologically happens before a more formal assessment technique. | ||
These semi-formal techniques, added to those of the parallel techniques, form the pillars of organizational evaluation techniques because of their natural use and acceptance in work environments. | |||
=Formal Techniques= | =Formal Techniques= | ||
These techniques are formally implemented in organizations, requiring a job analysis | These techniques are formally implemented in organizations, requiring a job analysis and a rigorous process with trained assessors. They may use statistics to get additional insights to validate the results, but they are not used up-front to calculate them. Results are obtained by observations and thus for this reason, are subjective. | ||
These techniques make it possible to further refine one's judgments on people based on | |||
These techniques make it possible to further refine one's judgments on people based on expertise, whether it be for recruitment or in any other situation, after recruitment. Those Techniques require a formalized setting that usually takes time to prepare and deploy. | |||
Assessment centers are a particular case that aggregates other techniques of the other three categories in a formal way. However, it follows the formal standards of this category. | |||
=Statistics-based Techniques= | =Statistics-based Techniques= | ||
The techniques in this group use statistics to produce their results. Techniques such as surveys, questionnaires, 360-degree assessments, and tests fall into this category. | The techniques in this group use statistics to produce their results. Techniques such as surveys, questionnaires, 360-degree assessments, and tests fall into this category. | ||
Differently than formal techniques, the assessment time may be short, and the process easy and standardized. Most often individuals follow a process that is rigorous and automated, and may | |||
Differently than formal techniques, the assessment time may be short, and the process easy and standardized. Most often, individuals follow a process that is rigorous and automated, and may be taken online. | |||
The statistic-based techniques are naturally complemented by other techniques of the three other categories. The concept assessed by those techniques may be intelligence, personality, or any type of skills. | The statistic-based techniques are naturally complemented by other techniques of the three other categories. The concept assessed by those techniques may be intelligence, personality, or any type of skills. | ||
Line 110: | Line 121: | ||
The usage of assessment techniques is tightly connected not only to the techniques themselves as a tool with their technical qualities, but also to their users. Some techniques are meant to be in the hands of professionals who will administer and interpret the results. Professionalism must be understood at different levels, depending on how long it takes to be certified to administer some of the techniques and how close you are to clinical cases that require extra professional attention. | The usage of assessment techniques is tightly connected not only to the techniques themselves as a tool with their technical qualities, but also to their users. Some techniques are meant to be in the hands of professionals who will administer and interpret the results. Professionalism must be understood at different levels, depending on how long it takes to be certified to administer some of the techniques and how close you are to clinical cases that require extra professional attention. | ||
Ultimately, everyone uses their assessment techniques, either formally, informally, privately, or not, using statistics to objectify the assessment process and collect more information. | Ultimately, everyone uses their assessment techniques, either formally, informally, privately, or not, using statistics to objectify the assessment process and collect more information on individuals than a subjective process is capable of doing. | ||
How those techniques are used not only depends on the above criteria but what | How those techniques are used not only depends on the above criteria of the four categories, but also on what is expected from them to improve individual and organizational performance. | ||
=Combining Techniques= | =Combining Techniques= | ||
Our private technique that are part of ourselves gives them primacy over other techniques. When considering the formal and statistics-based techniques, it must be noted that each one may not address the same needs. For instance, while structured interviews and personality assessment may be used with candidates for recruitment, a 360-degree assessment may also be used in recruitment, but typically is not for practical reasons, and is only used for employees’ development. | |||
Personality assessments working with typologies that are simple to deploy may have broader applications in communication, language, or management that are not found in trait assessments used in recruitment. As we’ve experienced at GRI, the adaptive profiles can be used all along any processes in many applications, but need to be complemented with other techniques for assessing skills, for instance or gathering additional information with a non-directive interview. Each technique allows for gathering part of the information necessary for the objective at hand, complements others, and participates in an ongoing process where everyone continuously assesses everyone. | |||
[[File:Assessment techniques.png|center|500px]] | |||
What each technique measures must be connected to how it will be used by the individuals involved, the HR professional and assessor, the supervisor or manager requiring information, as well as what the individuals' and managers’ own techniques will reveal. At an organizational level, once the employee is in the job, private techniques often have the final say through the individuals and management. | |||
Technical considerations are important to distinguish between different assessment techniques and what they measure. They must also be compared based on their potential use in recruitment, management, organizational development, learning, self- and social-awareness, and communication. | |||
=Notes= | =Notes= |
Latest revision as of 23:59, 16 August 2025
Introduction
This article explores different assessment techniques available and how they are categorized. In GRI’s research, these techniques are analyzed regarding their use and impact on performance, as shown in the diagram on the right. The focus here is on listing the techniques, comparing some key features, and examining the benefits of using them together.
Generalities
Assessment techniques are tools and methods used to understand people broadly, including ourselves, others, and our organizations, through various concepts and for different applications. Since the rise of statistics in the late 19th century, computers in the 1980s, the Internet in the 1990s, and more recently AI, the potential of assessment techniques has significantly advanced. Over this time, the users of most sophisticated techniques have also changed—from psychiatrists and clinical psychologists early on, to recruiters and consultants, and more recently, coaches.
Assessment techniques have become more accessible and widely used; their nature has dramatically evolved, along with their application and the potential impact they can have on individual and group performance.
A variety of uses
In companies, assessment techniques are used for various purposes, including recruitment, management, leadership, and organizational development. Similar techniques are applied in clinical settings for psychotherapy, family therapy, marital counseling, and in everyday contexts such as matchmaking, conflict resolution, career counseling, parenting, and education.
While exploring new methods, we also kept those that naturally compete with them—our own private techniques—which share many similar characteristics. At GRI, we have observed a rise in published techniques since the early 2000s, when we began our analysis, along with increased use in life coaching and business coaching. We developed and published our assessment technique, known as the adaptive profile, which has been utilized at strategic levels within organizations. This gave us a benchmark to analyze other assessment techniques across different situations.
Classification of the techniques
Assessment techniques can be classified based on various criteria. These include what they evaluate, such as personality, intelligence, aptitude, behaviors, competencies, leadership, and creativity. They can also be distinguished by how they evaluate—using intuition, internet-based methods, or the way results are presented, such as verbally, in reports, or graphs. Additionally, factors like how techniques are learned or their different applications play a role. The information gathered by these techniques contributes to shaping judgments, improving decision quality, and enhancing self-awareness, social awareness, communication, learning, and accountability regarding one’s unique thoughts, feelings, and behaviors.
Starting with an initial analysis of 68 assessments focused on personality, the number grew to 150 by 2025, with new methods like parallel techniques being introduced. When viewed from various perspectives, including their impact on performance, assessment techniques have been categorized as follows[1]:
Group | Technique | Definition | Code 6a |
---|---|---|---|
Parallel Technique | Private technique | Anyone makes inferences and constructs judgments without any formal process or detailed statistics. These techniques may eventually be shared. |
T-PRIV |
Common sense | T-COMS | ||
Esotheric technique | T-ESOT | ||
Semi-formal Technique | Non-directive interview | Organizations often use semi-formal techniques. They don't require a specific process or statistics, although they might benefit from both when the amount of results being gathered is large enough. |
T-NDIN |
Semi-directive interview | T-SDIN | ||
Reference check | T-REFC | ||
On-the-job-trial | T-OTJT | ||
Resume | T-RESU | ||
Biodata | T-BIOD | ||
Formal Technique | Directive interview | These techniques are formally implemented in organizations, often involving a job analysis, a thorough process, and trained assessors.They may also use statistics to validate the results . Assessment centers combine other techniques, including those from the other three groups. |
T-DINT |
Structured interview | T-SINT | ||
Work-sample test | T-WORT | ||
Job simulation | T-JOBS | ||
In-basket exercise | T-IBSK | ||
Assessment Center | T-ASSC | ||
Statistics-based Technique | 360-degree assessment | These techniques rely on statistics to analyze and verify the results. They focus on specific individual characteristics and are often combined with other assessment techniques. |
T-360D |
Personality assessment | T-PERS | ||
Intelligence assessment | T-INTL | ||
Skills assessment | T-SKIL | ||
Technical test | T-TEST | ||
Social Media Scan | T-SOCS |
Comparisons Challenges
One challenge in analyzing assessment techniques is the availability of information from their users or publishers: the data is scattered, some is confidential, and obtaining all of it is difficult. The final information for each technique is always incomplete.
Another challenge is information volatility: assessments evolve, some have multiple versions; assessment techniques are introduced and discontinued regularly. Their users may change jobs or companies.
A third challenge is that the information is not always comparable across different techniques. Some characteristics that are relevant for certain techniques have little or no relevance for others, such as the number of dimensions being measured.
Our research focused on the utilization of assessment techniques (the independent variable), which involved recording, analyzing, and categorizing their use and effects on individual and organizational performance. The methodology from advanced social research allowed us to compare these assessments based on their use.
Clinical tests play a significant role in the personality testing literature. Psychiatry and clinical psychology laid the groundwork for the development of the earliest assessments since the late 19th century. Although clinical tests have limited practical application in other areas, research in this field provides an initial understanding of assessment techniques, especially in relation to questionnaires and standards for their validity. The concept of personality is often understood broadly, encompassing traits that make an individual unique. At other times, its definition is narrower, focusing on a few traits. Both definitions were used during our work.
Assessment Techniques Characteristics
Looking at assessment techniques, we could identify 29 characteristics that can be found across them, account for the quality of their measures, and their potential use and impact on individual and organizational performance. The characteristics were regrouped into four categories[2]:
- Upfront characteristics, such as the nature and number of items being measured or the assessment time.
- Intrinsic qualities, such as the number of facets being measured, the stability or intensity of the measures, and work-relatedness.
- Assessment results, such as how the results are presented, conciseness, and general validity of the measures.
- Theory and Manual, such as the a priori theory of the technique, its age, and publications.
Our analysis considered separately the techniques' users, the environment and culture where they are used, and the technique's distribution model (if any). These factors all affect the way the techniques are marketed, serviced, and used.
Some techniques are in the public domain and free, others are paid for per unit, and still others are not sold but are integrated into consulting programs. Results’ analyses are sometimes subcontracted by the consulting company that distributes the technique, or the analyses may be handled by the client organization. The competencies and ease of the manager or consultant who deploys the technique and provides feedback also have an impact on their potential benefits.
It is not possible to be completely exhaustive in a list of criteria for qualifying assessment techniques. The characteristics listed, however, represent a relatively large sample. They relate to aspects other than metrics and those of their use. They help to account for the variety of assessment techniques with respect to their possible use and impact on individual and organizational performance.
Parallel Techniques
In all situations where everyone assesses and is assessed, the most widely and commonly used technique is the one we have called parallel techniques. They include our private techniques, common sense shared among a group, and esoteric techniques that often remain in practice.
Parallel techniques are naturally used to construct judgments on individuals and their organizations. Unlike other techniques, parallel techniques are generally not fully articulated, if articulated at all, even if they are naturally used by everyone. They are the most subjective, the least formalized, and controlled. They remain essential to consider in situations like building trust in people, management, and communication.
Semi-Formal Techniques
Semi-formal techniques are the second most commonly used techniques in organizations. The metric quality of these techniques is dependent on the interests, preferences, and skills of their users. For instance, the quality of non-directive and semi-directive interviews is generally low.
It is through the different forms of semi-formal techniques that judgments continue to form with all potential biases. As for the parallel techniques, perception errors are not controlled. The other technique most commonly used in conjunction with the interview is that of the online resume. Reference check makes it possible to validate and test the first judgments while collecting additional information. It chronologically happens before a more formal assessment technique.
These semi-formal techniques, added to those of the parallel techniques, form the pillars of organizational evaluation techniques because of their natural use and acceptance in work environments.
Formal Techniques
These techniques are formally implemented in organizations, requiring a job analysis and a rigorous process with trained assessors. They may use statistics to get additional insights to validate the results, but they are not used up-front to calculate them. Results are obtained by observations and thus for this reason, are subjective.
These techniques make it possible to further refine one's judgments on people based on expertise, whether it be for recruitment or in any other situation, after recruitment. Those Techniques require a formalized setting that usually takes time to prepare and deploy. Assessment centers are a particular case that aggregates other techniques of the other three categories in a formal way. However, it follows the formal standards of this category.
Statistics-based Techniques
The techniques in this group use statistics to produce their results. Techniques such as surveys, questionnaires, 360-degree assessments, and tests fall into this category.
Differently than formal techniques, the assessment time may be short, and the process easy and standardized. Most often, individuals follow a process that is rigorous and automated, and may be taken online. The statistic-based techniques are naturally complemented by other techniques of the three other categories. The concept assessed by those techniques may be intelligence, personality, or any type of skills.
Techniques’ Practical Usage
The usage of assessment techniques is tightly connected not only to the techniques themselves as a tool with their technical qualities, but also to their users. Some techniques are meant to be in the hands of professionals who will administer and interpret the results. Professionalism must be understood at different levels, depending on how long it takes to be certified to administer some of the techniques and how close you are to clinical cases that require extra professional attention.
Ultimately, everyone uses their assessment techniques, either formally, informally, privately, or not, using statistics to objectify the assessment process and collect more information on individuals than a subjective process is capable of doing. How those techniques are used not only depends on the above criteria of the four categories, but also on what is expected from them to improve individual and organizational performance.
Combining Techniques
Our private technique that are part of ourselves gives them primacy over other techniques. When considering the formal and statistics-based techniques, it must be noted that each one may not address the same needs. For instance, while structured interviews and personality assessment may be used with candidates for recruitment, a 360-degree assessment may also be used in recruitment, but typically is not for practical reasons, and is only used for employees’ development.
Personality assessments working with typologies that are simple to deploy may have broader applications in communication, language, or management that are not found in trait assessments used in recruitment. As we’ve experienced at GRI, the adaptive profiles can be used all along any processes in many applications, but need to be complemented with other techniques for assessing skills, for instance or gathering additional information with a non-directive interview. Each technique allows for gathering part of the information necessary for the objective at hand, complements others, and participates in an ongoing process where everyone continuously assesses everyone.
What each technique measures must be connected to how it will be used by the individuals involved, the HR professional and assessor, the supervisor or manager requiring information, as well as what the individuals' and managers’ own techniques will reveal. At an organizational level, once the employee is in the job, private techniques often have the final say through the individuals and management.
Technical considerations are important to distinguish between different assessment techniques and what they measure. They must also be compared based on their potential use in recruitment, management, organizational development, learning, self- and social-awareness, and communication.