A validated methodology for measuring motivation.
AgileBrain combines behavioral science and neuroscience with a proprietary image-based methodology to capture a direct signal of human motivation — one that cannot be reliably inferred from language, behavior, or AI alone.
A picture is worth 1000 words.
AgileBrain developed a structured set of images to represent each of the 12 universal motivational needs in its framework. All validation — from individual results to population-level comparisons — has used this same image-based methodology, demonstrating that images capture motivation more directly than self-report language alone.
To prove this, AgileBrain conducted structured image vs. word trials across the full set of motivational needs. Participants consistently produced more reliable and interpretable motivation signals through image selection than through language-based responses — capturing what words alone cannot reach.
Images over words
Using a structured image-selection approach, participants choose images that resonate — bypassing the cognitive filtering that language invites. The result is a motivation signal rooted in instinct, not introspection.
Mapped to the motivation framework
Every image in the stimulus library is precisely tagged to one of 12 motivational needs in the AgileBrain framework — ensuring that each selection is interpretable, consistent, and comparable across demographics, cultures, and languages.
Told by design
The validated image set is designed to elicit honest preference signals — not conscious self-reflection. The exercise is structured to reveal motivational state before the rational mind can edit the response.
Every person carries a unique motivational signature.
Now we can read it.
The Framework
The Motivation Intelligence Model
The AgileBrain framework maps human motivation across 4 domains and 3 levels, producing 12 distinct motivational needs. Every known description of human motivation, emotional state, or team dynamic maps to one of these 12 needs — with nothing left over.
The four domains — Self, Material, Social, and Spiritual — represent the fundamental arenas of human striving. The three levels — Foundational, Experiential, and Aspirational — reflect the depth at which each need operates.
This framework is the interpretive layer that makes the signal meaningful. Without it, image selection is data. With it, it becomes motivation intelligence.
The Validation
Backed by Peer-reviewed Research
AgileBrain’s methodology and framework are not proprietary black-box constructs. They are grounded in and validated by peer-reviewed research — published in academic journals and available for scrutiny.
2.6x
Higher predictive power
AgileBrain's motivation signal increases the predictive power of existing data by 2–8x without replacing current systems.
50+
Team states mapped
Every known description of team motivational states maps to the AgileBrain framework — with nothing left over.
600+
Citations
Dr. Pincus's seminal article on motivation in applied psychology has been cited in 600+ subsequent peer-reviewed papers.
The Scientists
The science is only as strong as the people behind it. AgileBrain’s framework was built, tested, published, and refined by researchers with decades of experience in motivation psychology and psychometrics.
J. David Pincus, Ph.D.
Chief Innovation Officer, AgileBrain
226 citations on motivation in applied psychology
Dr. Pincus is the architect of AgileBrain’s Motivation Intelligence Framework and the originator of the image-based measurement technique. He developed the unified pyramid model of human motivation — a framework that has been successfully applied to leadership effectiveness, team effectiveness, organizational culture, values, goal setting, employee engagement, and employee wellbeing.
His seminal article on motivation in applied psychology has been cited in 600+ subsequent papers. His book, The Emotionally Agile Brain: Mastering the 12 Emotional Needs that Drive Us, was recently published by Rowman & Littlefield.
Published Research
- Leadership as a Determinant of Need Fulfillment
- The Structure of Human Motivation
- Theoretical and Empirical Foundations for a Unified Pyramid of Human Motivation
- Well-being as Need Fulfillment
- Employee Engagement as Human Motivation
- Organizational Culture as a Need Fulfillment System
- Values as Motives
- A Time-Constrained, Image-Based Method for Assessing Employee Emotions
William Nolen, Ph.D.
Chief Scientist, AgileBrain
Psychometrics, Boston University · Founding Partner, AgileBrain
Dr. Nolen oversees all assessment design and development at AgileBrain and has partnered with Dr. Pincus on every validation study and predictive modeling effort the platform is built on. A founding partner of Leading Indicator Systems, he brings decades of expertise in psychometrics and applied measurement science to the work of making motivation quantifiable, defensible, and useful.
Bill received all three of his degrees from Boston University, including his doctorate in Psychometrics, and has taught at BU and in the Psychology Department at Brandeis University. He is proud to note that he was wearing a black turtleneck when Steve Jobs was still sporting a bow tie — having worked on the original Apple Macintosh long before motivation intelligence was a category.
Areas of Expertise
- Psychometrics and assessment design
- Validation studies and predictive modeling
- Applied measurement science
- Testing and product development methodology
Why it Matters
There’s nothing so practical as a good theory.
AgileBrain images are carefully chosen to represent one, and only one, of the 12 emotional needs specified by the model.
Our model of emotional needs is like the periodic table of the elements that you learned about in high school. It has rows and columns which define a matrix. It begins with the assumption that your emotional needs direct your behavior toward goals in four specific areas of life: the self, the material, the social, and the spiritual; these are the four columns.
Based on the work of Maslow and others, we also assumed the existence of a hierarchy from foundational to aspirational needs; these are the three rows. Based on Aristotle’s three modes of existence, we defined the need-levels as foundational needs (the most basic being needs), experiential needs (the intermediate doing needs), and aspirational needs (the most advanced having needs).
Crossing the four life domains by the three hierarchical levels results in a comprehensive, 12 cell matrix. We know it’s comprehensive because there are no other modes of existence or domains of human activity.
Grounded in established science
Built on decades of validated research in motivation psychology and psychometrics — not proprietary assumptions.
Interpretable, not black-box
Every output maps to a framework that can be explained, challenged, and understood by the people using it.
State-based, not trait-based
Motivation changes. AgileBrain measures what's driving someone right now — not who they are in general.
Validated, not assumed
The methodology and framework have been tested, published, and reviewed by independent researchers.
See the science in action
Take the AgileBrain exercise and experience the methodology firsthand — or connect with our team to explore how motivation intelligence can work for your organization.
Book a Demo