Type Model - Revision history

Flc at 21:34, 10 March 2026

2026-03-10T21:34:58Z

← Older revision		Revision as of 21:34, 10 March 2026
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	=Introduction=		=Introduction=
			[[File:Type_San Francisco.png\|right\|250px]]
	The type model is probably the most comprehensible and widely used, even without any sophisticated formal or statistics-based assessment technique.		The type model is probably the most comprehensible and widely used, even without any sophisticated formal or statistics-based assessment technique.

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	=Representation=		=Representation=
	~~[[File:Type_San Francisco.png\|right\|250px]]~~
	Types only provide a rough estimate of a characteristic, whether it be competence or behavior. This is represented by the red square on the map, which indicates that a person is somewhere in the San Francisco region, without knowing the exact location. If you like to go from A to B on that red map you can’t possibly know, because you don’t have the information. Or if you come from another location, you may end up in the region, including the Pacific Ocean.		Types only provide a rough estimate of a characteristic, whether it be competence or behavior. This is represented by the red square on the map, which indicates that a person is somewhere in the San Francisco region, without knowing the exact location. If you like to go from A to B on that red map you can’t possibly know, because you don’t have the information. Or if you come from another location, you may end up in the region, including the Pacific Ocean.

Flc: /* Measure */

2026-03-09T05:24:43Z

Measure

← Older revision		Revision as of 05:24, 9 March 2026
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	=Measure=		=Measure=
	[[File:Type_temperature_simple.png\|right\|120px]]		[[File:Type_temperature_simple.png\|right\|120px]]
	A type is measured with all the elements used to ~~conceptualise~~ the phenomenon of interest by a person or a technique. The phenomenon of ~~focus, which contains all the elements,~~ is the white square at the center. Other elements that are not are outside in the outer black square.		A type is measured with all the elements used to conceptualize the phenomenon of interest by a person or a technique. The phenomenon of interest is the white square at the center. Other elements that are not of interest are outside in the outer black square.

	In the example on the right, the focus is on answering the question “Is it hot?” The characteristics that qualify as hot are in the square. Others are out. The considerations differ from those of the factor and trait models, which address the phenomenon's development ~~or proximity~~.		In the example on the right, the focus is on answering the question “Is it hot?” The characteristics that qualify as hot are in the square. Others are out. The considerations differ from those of the factor and trait models, which address the phenomenon's proximity and development.

	The measure of a type may contain nuances, but this is not of concern for the representation and use of types. In comparison, the factor and trait models will reveal nuances that differ from those of a type assessment, especially from the factor model. As for traits, types can be any individual characteristics one may think of. But unlike traits, types have no intensity. As with traits, factors will reveal how types are expressed and learned, with additional nuances that the type measurement cannot reveal.		The measure of a type may contain nuances, but this is not of concern for the representation and use of types. In comparison, the factor and trait models will reveal nuances that differ from those of a type assessment, especially from the factor model. As for traits, types can be any individual characteristics one may think of. But unlike traits, types have no intensity. As with traits, factors will reveal how types are expressed and learned, with additional nuances that the type measurement cannot reveal.

Flc: /* Types’ Measurement and Use */

2026-03-09T05:03:03Z

Types’ Measurement and Use

← Older revision		Revision as of 05:03, 9 March 2026
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	=Types’ Measurement and Use=		=Types’ Measurement and Use=
	Types, like traits, are ~~generally measured with~~ forced-choice scenario surveys.		Types, like traits, are usually assessed using forced-choice scenario surveys.

			Types are used in personal development and coaching to form a first impression of someone: to gauge who they are and establish a connection. Factor and trait models are also used this way, each providing additional precision and capabilities.

	Types have been used in personal development and coaching to form a first impression of a person: gauge who they are, and establish a connection. Factor and trait models are used this way, too, each revealing additional precision and capabilities.		At the organizational level, types are used to group people into categories, usually a 2x2 matrix, and offer an initial understanding of a group’s dynamics and who might fit into them. However, they lack the nuances needed to better describe expectations for an individual in a role or what occurs within a team. The limitations and inaccuracy of type measurements prevent meaningful, valid conclusions at both the individual and job levels.
	~~When taken at~~ the organizational level, types are used to ~~regroup~~ people into categories, ~~typically~~ a 2x2 matrix, and ~~provide a first~~ understanding of a group’s dynamics and ~~of people~~ who ~~may~~ fit into them. ~~But~~ they lack the nuances needed to, for ~~instance, better characterize what is expected of a person~~ in a ~~job~~ or what ~~happens at~~ a team ~~level~~. The limitations and ~~imprecision~~ of type measurements prevent ~~making any~~ meaningful, valid ~~deductions~~ at the individual and job levels.

	Types are used for team building, which, through their far-from-perfect descriptions, ~~enables~~ people ~~to think about~~ behavioral differences. At a minimum, a team-building exercise ~~helps challenge~~ assumptions that focus ~~exclusively~~ on cognitive abilities or other ~~characteristics~~ that are more ~~evident~~ but less relevant to understanding social interactions.		Types are used for team building, which, through their far-from-perfect descriptions, helps people consider behavioral differences. At a minimum, a team-building exercise challenges assumptions that focus solely on cognitive abilities or other traits that are more obvious but less relevant to understanding social interactions.

	Types tap into people’s curiosity, are easy to start discussions with, and benefit from what we’ve called at GRI medium effects: the ability of a technique to help engage people in conversation. Some people may not otherwise share without the type used as a medium, which can be a major first step.		Types tap into people’s curiosity, are easy to start discussions with, and benefit from what we’ve called at GRI medium effects: the ability of a technique to help engage people in conversation. Some people may not otherwise share without the type used as a medium, which can be a major first step.

Flc: /* Types’ Measurement and Use */

2026-03-09T04:52:55Z

Types’ Measurement and Use

← Older revision		Revision as of 04:52, 9 March 2026
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	Types are used for team building, which, through their far-from-perfect descriptions, enables people to think about behavioral differences. At a minimum, a team-building exercise helps challenge assumptions that focus exclusively on cognitive abilities or other characteristics that are more evident but less relevant to understanding social interactions.		Types are used for team building, which, through their far-from-perfect descriptions, enables people to think about behavioral differences. At a minimum, a team-building exercise helps challenge assumptions that focus exclusively on cognitive abilities or other characteristics that are more evident but less relevant to understanding social interactions.

	Types tap into people’s curiosity, are easy to start ~~a discussion~~ with, and benefit from what we’ve called at GRI medium effects: the ~~capacity~~ of a technique to help engage people in ~~discussion~~. Some people may not otherwise share without the type used as a medium, which can be a first ~~great accomplishment~~.		Types tap into people’s curiosity, are easy to start discussions with, and benefit from what we’ve called at GRI medium effects: the ability of a technique to help engage people in conversation. Some people may not otherwise share without the type used as a medium, which can be a major first step.

	=Adaptation Efforts=		=Adaptation Efforts=

Flc: /* Types’ Measurement and Use */

2026-03-09T04:51:43Z

Types’ Measurement and Use

← Older revision		Revision as of 04:51, 9 March 2026
Line 37:		Line 37:
	Types are used for team building, which, through their far-from-perfect descriptions, enables people to think about behavioral differences. At a minimum, a team-building exercise helps challenge assumptions that focus exclusively on cognitive abilities or other characteristics that are more evident but less relevant to understanding social interactions.		Types are used for team building, which, through their far-from-perfect descriptions, enables people to think about behavioral differences. At a minimum, a team-building exercise helps challenge assumptions that focus exclusively on cognitive abilities or other characteristics that are more evident but less relevant to understanding social interactions.

	Types tap into people’s curiosity, are easy to start a discussion with, and benefit from what we’ve called ~~art~~ GRI medium effects: the capacity of a technique to help engage people in discussion. Some people may not otherwise share without the type used as a medium, which can be a first great accomplishment.		Types tap into people’s curiosity, are easy to start a discussion with, and benefit from what we’ve called at GRI medium effects: the capacity of a technique to help engage people in discussion. Some people may not otherwise share without the type used as a medium, which can be a first great accomplishment.

	=Adaptation Efforts=		=Adaptation Efforts=

Flc at 22:27, 4 March 2026

2026-03-04T22:27:36Z

Show changes

Flc: Created page with "=Introduction= The trait model is the most widely used in recruitment applications and clinical psychology. A trait can be any individual characteristic that you may think about, labeled with one word or a short expression. Traits help answer questions about the attainment or proximity to a phenomenon or concept, such as the temperature: How hot is it out there? Or with skills: How skilled is this person? Or with creativity: How creative is this person? By doing so, tra..."

2026-03-04T22:23:49Z

Created page with "=Introduction= The trait model is the most widely used in recruitment applications and clinical psychology. A trait can be any individual characteristic that you may think about, labeled with one word or a short expression. Traits help answer questions about the attainment or proximity to a phenomenon or concept, such as the temperature: How hot is it out there? Or with skills: How skilled is this person? Or with creativity: How creative is this person? By doing so, tra..."

New page

=Introduction=
The trait model is the most widely used in recruitment applications and clinical psychology. A trait can be any individual characteristic that you may think about, labeled with one word or a short expression.

Traits help answer questions about the attainment or proximity to a phenomenon or concept, such as the temperature: How hot is it out there? Or with skills: How skilled is this person? Or with creativity: How creative is this person? By doing so, trait measures focus on a phenomenon of interest, disregard the occurrences or expressions that are distant, and which, compared to the factor model, are eventually on the other side of the continuum.

Traits are easy to understand and use because they eventually correspond to how questions are naturally asked and answered. Traits are omnipresent. Except for clinical applications, traits usually require little explanation, can be learned fast, or may only require a reminder of their definition from the Internet.

=Representation=
[[File:Trait_San Francisco.png|right|250px]]
With most techniques, the further the measurement is from the targeted trait, the more different it may be, in many ways. This is shown in the map representation on the right, where the red rim indicates the distance to the targeted behavior. The trait’s measure may be anywhere on the rim.

The intensity of a trait is typically represented on a decile scale. The maximum value of 10 indicates that the trait most probably and intensely applies to the person. The null value indicates that it doesn’t apply at all. The more the person is characterized by the trait, the more intense and the higher the measure is on the scale.

As in the example below on the right, 4.7 indicates the trait’s intensity on the decile scale. The illustration on the left more clearly shows, in a flat representation, that values away from the target are not at the opposite end of a continuum. They may be when the techniques actually measure factors and represent them as traits. This aspect is sometimes represented as a cone in a three-dimensional space.
[[File:Factor_Circular and Bar.png|center|300px]]

As shown below, traits measuring social behaviors often come in groups, represented as a bar chart(left) or a spider chart (right). The higher the bar, the more intense the trait is. The two charts give a different impression of the traits' proximity. Traits that are close and on the same side of the spider chart appear closer than those on the other side. This is also how systems that use this representation organize traits around a wheel.
[[File:Trait_basic_multiple spider.png|center|700px]]

The charts suggest that traits are distinct, but treating them as factors reveals that they overlap and should be regrouped. The tendency has thus been to keep the number of traits to a minimum, close to four or five, as it emerged from factor model studies.

Everyone develops a sense of what most traits mean. But a trait’s measure will be defined and analyzed differently by different people. Additionally, a concept can manifest in various ways, a phenomenon that cannot be captured by a single trait.

=Measure=
[[File:Trait_Hot not Hot.png|right|100px]]
A trait is measured on a continuum represented by a line with one pole, or a vector generally pointing upward, that locates how close the measure is to the phenomenon of interest as conceptualized by a person or a system. The phenomenon of interest is at the top of the vector; its absence is at the bottom, with a null value, suggesting that the phenomenon may not occur at all or in a way that’s totally off focus.

In the example on the right, the focus is on “how hot is it?” which is represented at the top of the vector. The bottom values, which may indicate whether it’s cold, freezing, or just tepid, are irrelevant to answering the question.

The trait model, with its continuum and bottom value, applies to many physical phenomena, such as mass, force, weight, length, speed, acceleration, mechanical power, and electrical power. It also applies to many concepts in social sciences, such as skills, competencies, abilities, experience, interests, and even cognitive abilities.

=Traits’ Measurement and Use=
Traits are used in recruitment, coaching, personal development, and to characterize what’s expected in jobs. They are also used for clinical assessment. For instance, the following are traits used in recruitment and coaching: Agreeable, Authoritative, Charismatic, Courageous, Creative, Exuberant, Flexible thinking, Honest, Leader, Loyal, Modest, Outgoing, Team player, etc.

When required by management, standardized surveys help recruiters save time by measuring traits expected for jobs and in candidates. Does one want to know whether a candidate can demonstrate leadership or creativity? The assessment technique will provide the answer. However, what’s really tested is the candidate's understanding of the concept being measured and its impact on their Effective behavior<ref>This is the terminology of GRI’s adaptive profiles, which designates the behaviors effectively expressed by a person and most likely seen by observers. This profile is distinct from the natural and role behaviors measured with the Natural and Role profiles.</ref>. However, the trait model cannot speak to the effort required to sustain it.

Clinicians are trained to understand and diagnose traits observed in clinical practice. Recruiters are also trained to interpret traits, but in work-related behaviors. Some techniques may measure both clinical behaviors and behaviors in the “normal” range, while others focus only on work behaviors and avoid clinical traits, enabling their use by non-clinicians.

Trait assessments are typically used before and after development to test a person’s learning of a new concept. Will the change being learned be consistent over time and be reflected in how people act, decide, and emotionally respond? The difference in scores between the first and second measures will tell how much the person learned the concept. However, as with candidates, the technique cannot speak about the effort required to sustain the trait being developed.

=Adaptation Efforts=
The trait model can inform about how close one is to a targeted destination. In our example with the San Francisco region, the destination could be Union Square. The departure may be anywhere within an 80-mile radius, including the Pacific Ocean, Stockton, Sonoma, or Santa Cruz. The effort required to reach the destination may vary widely, but the model cannot inform about it.

In social behaviors, as evidenced by a factor model with measures of adaptation and engagement, successful development will be reflected in how individuals perceive their adaptation<ref>We refer to how people perceive to adapt as the role behavior, represented in the adaptive profile with the Role profile.</ref> and how they ultimately show up<ref>We refer to how people effectively show up as the effective behavior, which combines how people naturally express themselves at flow (the Natural profile), with how they perceive to adapt (the Role profile). It is represented in the adaptive profile with the Effective profile.</ref>. The development will probably not affect the person’s natural behavior<ref>We refer to how people naturally and consistently show up at flow over time as the natural behavior. It is represented in the adaptive profile with the Natural profile.</ref>, which is relatively stable, and if the adaptation is impactful and engaging over time.

The trait models, by design, cannot—on the basis of the measure—evidence the efforts candidates or employees make to adapt their behavior to a job, from an emotional, cognitive, and social-behavioral standpoint, nor the amount and quality of support needed for the change to occur.

=Factors versus Traits=
Factor models are often understood as trait models because factor analysis solved the cumbersome problem of early trait theory by turning thousands of descriptors into a scientific system of measurement. It provided the mathematical evidence that personality includes stable, universal, enduring characteristics rather than temporary states or rigid categories.

Factors are factors; they are not traits. Factors have different attributes and potential than traits. As introduced above, factors are defined by two opposing poles or vectors. Some techniques measure factors but represent them as traits, treating the entire axis as a single trait. But the axis isn't just the high end; it should bring sensitivity to the underlying dimension, something the factor model does. Trait models create a linguistic "shorthand" that makes it seem as if only one end matters.

For example, if the factor is "Patient” vs. "Impatient", being “low" in patience isn't an absence of something; it's the presence of a different, opposing behavior (impatience). A trait is unipolar and can be viewed as a "fuel tank." You either have a lot of "patience" or very little. In the trait view, "Impatience" isn't a destination; it's just an empty tank of Patience. A factor model shows that "Low in patience" is its own active state. A trait model simply labels someone as "Not patient," failing to capture the active nature of their behavior. It ignores the "low end" as a distinct quality, thereby losing qualitative data. With the geolocation analogy, moving West isn't just "failing to move East." It is a specific direction with its own coordinates. Trait models "collapse" the scale, treating the zero point as a void rather than a distinct direction.

Modern researchers address the problem of the “low end” by using bipolar factor names (e.g., "Neuroticism vs. Emotional Stability") to ensure that both ends of the continuum have descriptive power. But they often fail to do so because the measures are obtained in ways that cannot capture all the meaning along the continuum, which, by design, are antagonistic, making them difficult to represent.