Press Release: New Validation Study Shows Reveals Aptive Index Exceeds EEOC Standards for Reducing Hiring Bias
Scientific validation confirms the accuracy and fairness of Aptive Index assessments for transforming talent management.
AUSTIN, Texas (November 20, 2024)—Aptive Index, a leader in psychometric assessment and behavioral insights, is thrilled to unveil the results of its most comprehensive validation study to date, demonstrating the exceptional accuracy, reliability, and relevance of its innovative tools. This rigorous research further solidifies Aptive Index as a trusted partner for CEOs, business leaders, and HR professionals aiming to transform their hiring and team-building strategies.
The comprehensive study involved over 400 participants and integrated data from thousands of prior assessments, solidifying Aptive Index’s position as a leader in psychometric evaluation. Results demonstrated that Aptive Index consistently outperforms industry benchmarks in measuring personality and work-style attributes essential for successful organizational alignment.
Aptive Index uses seven key behavioral and hardwired work-style traits to help businesses match people with roles where they will thrive. This approach goes beyond traditional methods by looking at how someone’s natural tendencies align with the needs of a job or team. The result is lower turnover, stronger team connections, and more satisfied employees.
The study demonstrated exceptional reliability metrics across all key indicators. The four primary attributes of Influence, Sociability, Consistency, and Precision showed outstanding composite reliability scores ranging from 0.831 to 0.889, significantly exceeding industry standards. These core measurements were further validated by strong test-retest correlations, with Sociability showing particularly robust stability at 0.922. Factor analysis revealed high construct validity with Kaiser-Meyer-Olkin (KMO) values between 0.781 and 0.892, confirming the assessment's precision in measuring distinct attributes. Collectively, these metrics establish the Aptive Index as one of the most reliable and scientifically validated tools available for talent optimization and strategic hiring decisions.
Further findings revealed the Aptive Index’s impact on reducing employee turnover, a key challenge for businesses worldwide. By aligning candidates with roles suited to their strengths and natural work styles, the assessment directly addresses the costly consequences of turnover, which can range from 30% to 150% of an employee’s annual salary. Aptive Index enables companies to foster more cohesive teams and improve retention rates by ensuring the right fit for every role.
Aptive Index also excels in promoting diversity, equity, and inclusion (DEI) through its assessments. Rigorous analysis confirmed that the platform is free from demographic bias, supporting fair and inclusive hiring practices. This feature empowers organizations to build diverse teams while maintaining the highest standards of accuracy and integrity.
“Our mission at Aptive Index is to help organizations make smarter, data-driven decisions that empower individuals and teams,” said Jason P. Carroll, Founder and CEO of Aptive Index. “This validation study demonstrates not only the precision of our platform but also the tangible benefits it brings to the workplace, from reducing turnover to promoting inclusivity.”
Click here to download the full validation documentation. [Aptive Index Comprehensive Validation Report.pdf]
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Most leaders spend years building an image of unwavering confidence, believing that showing any weakness will undermine their authority. But research reveals a different reality: the armor of invulnerability that many leaders wear doesn't protect their effectiveness. It limits their impact.
What if everything you've been taught about projecting strength is actually making you weaker as a leader?
The Armor We Wear
Most leaders craft personas of unwavering confidence, always having the right answers, never showing doubt. We wear our invulnerability like armor, believing it protects our authority and earns respect from our teams.
But organizational psychology research consistently confirms: that armor isn't protecting you. It's suffocating the very qualities that make leaders truly powerful. Vulnerable leaders build deeper trust, foster more innovation, and create higher-performing teams than their seemingly perfect counterparts.
The Science Behind Strategic Vulnerability
Research demonstrates that leaders who practice strategic vulnerability see measurable improvements:
76% increase in team trust when leaders acknowledge their limitations
27% higher employee engagement with authentically vulnerable leadership
40% better problem-solving outcomes when leaders admit uncertainty
67% higher psychological safety scores in teams led by vulnerable leaders
These translate directly to business performance through improved employee retention, faster innovation, and more effective decision-making.
Choosing Vulnerability
Every leader faces moments when their old approach stops working. When the armor becomes too heavy. When maintaining perfect facades becomes exhausting and counterproductive.
These are transformation opportunities. Chances to move from image management to authentic leadership that drives real results. The choice to embrace strategic vulnerability requires tremendous strength and confidence, but it's what separates truly effective leaders from those who simply manage through authority.
Three Levels of Vulnerable Leadership
Level 1: Intellectual Vulnerability
Admitting what you don't know instead of pretending to have all the answers. A CEO transforms meetings by starting with "Here's what I'm struggling with this week," creating cultures where problems surface early.
Level 2: Emotional Vulnerability
Sharing appropriate concerns and pressures you're facing. During uncertain times, saying "I'm honestly concerned about how this will work out, but I'm committed to figuring it out together" creates shared determination that false confidence never achieves.
Level 3: Capability Vulnerability
Acknowledging your limitations and seeking help to fill gaps. When leaders admit they're not skilled in certain areas and bring in expertise, they become more effective by leveraging everyone's strengths.
The Vulnerability-Trust Connection
Trust isn't built through perfection. It's built through authenticity. When leaders are vulnerable, they signal that it's safe for others to be human too. This creates psychological safety, the foundation of high-performing teams.
Think about the leaders who have had the biggest impact on your career. They likely weren't the ones who seemed perfect. They were the ones who showed their humanity while maintaining their competence and commitment to others' success.
Practical Applications for Leaders
Start with Intellectual Vulnerability: Admit when you don't know something in low-stakes situations. Ask questions that reveal genuine curiosity about others' perspectives.
Create Feedback Culture: Regularly ask "What should I stop, start, or continue doing as your leader?" Actually listen and act on what you hear.
Model Recovery: When things go wrong, demonstrate how to take responsibility and learn constructively. Frame failures as learning opportunities for the entire team.
Share Learning Moments: When you discover new insights, share them as useful information that models continuous learning at every level.
The Business Impact
Organizations with vulnerable leaders see:
Enhanced Innovation: Teams feel safe to take risks and propose unconventional solutions when leaders model intellectual humility.
Improved Retention: People stay with leaders who see them as whole humans, not just resources to manage.
Faster Problem Resolution: Issues surface earlier when people aren't afraid to bring challenging news to defensive leaders.
Better Decision Making: Leaders access more information and diverse perspectives when team members feel safe to share honest input.
Stronger Culture: Authenticity at the top creates more genuine, productive workplace relationships throughout the organization.
Common Leadership Misconceptions
Strategic vulnerability requires tremendous strength, not weakness. Authentic leadership increases rather than decreases respect and trust. Modern organizations require psychological safety that only vulnerable leaders can create. The real risk is maintaining facades that prevent genuine connection and honest communication.
The Leadership Evolution
The most impactful leaders aren't those who never face challenges. They're the ones who show others it's safe to encounter difficulties, learn from them, and keep moving forward together.
Your team doesn't need you to be invincible. They need you to be real, committed, and brave enough to model the behavior you want to see throughout your organization.
When leaders embrace strategic vulnerability, they create permission for everyone to bring their full capabilities to work. That's when organizations truly thrive.
Modern leadership requires the strength to show your humanity. Are you ready to discover what authentic leadership can accomplish?

In the landscape of professional assessments, personality tests have dominated for decades. However, a different type of assessment—the conative test—offers unique insights that traditional personality assessments can't capture. These tests measure not who we are (personality) or what we know (cognitive), but how we naturally take action when faced with problems to solve.
Typing "conative" into your device will cause it to get red squiggly-lined, and maybe even autocorrected to "cognitive." But trust us, it’s a real word.
What is Conation and What Do Conative Tests Measure?
Conation comes from the Latin word "conatus," meaning "effort" or "striving." It represents our innate drive to act and solve problems—the natural, hardwired tendencies that influence how we approach tasks, make decisions, and interact with our environment.
While personality tests measure adaptable behaviors and preferences shaped by experience, conative tests measure more stable, innate drives that have typically been consistent since our teenage years. These drives represent how we are hardwired to work when free from external pressures.
Conative tests measure attributes such as:
- Natural pace and approach to tasks
- Innate tendencies toward structure versus flexibility
- Drive for precision and detail
- Motivation to influence outcomes or lead
- Need for social interaction versus independent work
- Adaptability to change versus preference for consistency
Benefits of Measuring Conative Traits
Understanding conative traits offers several advantages over solely relying on personality assessments:
1. Greater Stability Over Time
Conative traits tend to remain more consistent throughout adulthood, while personality can shift significantly based on environment, roles, and experiences. This stability makes conative assessments particularly valuable for long-term career planning and development.
2. Prediction of Natural Performance
Conative assessments help predict how someone will naturally perform in various environments. When someone's conative drives align with their role requirements, they often experience:
- Reduced stress and burnout
- Higher job satisfaction
- Better performance with less effort
- Longer tenure in roles
3. Insight Into Team Dynamics
Understanding the conative drives of team members reveals natural strengths and potential friction points, allowing leaders to:
- Optimize task allocation based on innate strengths
- Improve communication by acknowledging different working styles
- Create more balanced teams with complementary drives
- Reduce unnecessary conflict stemming from different approaches
Popular Conative Assessments in the Market
Kolbe A™ Index
One of the pioneers in conative assessment, the Kolbe A™ Index measures four "Action Modes":
- Fact Finder: How we gather and share information
- Follow Thru: How we organize and arrange
- Quick Start: How we deal with risk and uncertainty
- Implementor: How we handle space and tangibles
The Kolbe uses a 1-10 scale for each mode and focuses exclusively on these conative elements without mixing in personality factors.
Predictive Index
While Predictive Index doesn't specifically label itself a conative assessment, it measures what they call "drives" and needs through a two-list methodology. These drives—Dominance, Extraversion, Patience, and Formality—share similarities with conative factors, though they represent a blend of motivational and behavioral elements rather than pure conative traits.
Aptive Index: A Hybrid Approach to Assessment
Aptive Index represents a next-generation approach that combines elements of both conative and adaptive measurement, designed specifically for today's workplace challenges. The name itself—a blend of "adaptable" and "conative"—reflects this hybrid nature, measuring both hardwired drives and how these express themselves in workplace contexts.
Scientific Foundation
Aptive Index measures eight key attributes that research shows directly impact job performance and satisfaction:
Primary Attributes (ISCP)
- Influence: Drive to impact people, events, and outcomes
- Sociability: Drive for and energy gained from social interaction
- Consistency: Drive for stability, routine, and methodical approaches
- Precision: Drive for accuracy, adherence to rules, and attention to detail
Standalone Attributes
- Emotional Resonance: Ability to deeply connect with emotions
- Prosocial: Drive to support others and contribute to collective wellbeing
- Intensity: Natural pace and sense of urgency when approaching tasks
- Abstraction: Capacity for abstract thought and innovative problem-solving
The inclusion of Intensity as a distinct attribute is particularly valuable, as it measures a person's natural pace and sense of urgency independent from their preference for structure (Consistency) or detail (Precision). This distinction helps explain why some individuals can be simultaneously methodical yet quick-moving, or flexible yet deliberate in their pace.
User Experience Advantages
Designed for practical application in modern organizations, Aptive Index offers:
- Mobile-first platform design for easy access
- 8-minute average completion time versus 60+ minutes for many competitors
- Clear, actionable insights without requiring extensive interpretation
- Modern user interface following contemporary UX principles
Practical Implementation
Rather than purely theoretical insights, Aptive Index provides practical applications for:
- Hiring and selection decisions
- Team composition analysis
- Leadership development
- Conflict resolution
- Communication optimization
The Reality of Conative Assessments: Transparency Matters
While conative tests provide valuable insights, it's important to understand their limitations and proper context:
Stability vs. Rigidity
Conative traits are relatively stable but not completely static. They can shift subtly over time or in response to significant life events. The key distinction is that these shifts are typically:
- Gradual rather than sudden
- Limited in magnitude
- Often temporary during extreme circumstances
For example, someone might show slightly different conative patterns during major life transitions or periods of high stress, but their core tendencies generally remain recognizable.
Accuracy Trade-Offs
Shorter, more accessible assessments like Aptive Index prioritize practical usability and adoption. This creates inevitable trade-offs:
- Depth vs. Accessibility: More comprehensive assessments may provide deeper insights but require significantly more time and expertise to administer and interpret.
- Specificity vs. Applicability: Highly detailed assessments might capture nuanced variations but can become impractical for organizational use.
- Theoretical Purity vs. Practical Value: Some assessments maintain strict theoretical boundaries between conative, cognitive, and affective domains, while others like Aptive Index intentionally incorporate elements that have proven practical value for workplace applications.
Complementary, Not Comprehensive
Conative assessments should be viewed as one valuable tool in a broader toolkit for understanding human potential and performance, not as a complete solution. They work best when combined with:
- Skill and experience evaluation
- Cultural fit assessment
- Interviews and reference checks
- Performance data
Conclusion: The Future of Conative Assessment
As work environments become increasingly complex and dynamic, understanding conative drives becomes even more valuable. Modern assessments like Aptive Index reflect this evolution, combining scientific rigor with practical usability.
The most effective organizations recognize that conative assessment isn't about fitting people into rigid categories but about creating environments where everyone can contribute through their natural strengths while developing strategies to address areas of potential challenge.
By understanding the stable yet nuanced nature of conative drives, organizations can build more effective teams, reduce unnecessary friction, and create the conditions for both individual fulfillment and collective success.
Looking to explore how conative assessment could benefit your organization? Learn more about Aptive Index's modern, mobile-friendly approach to measuring innate drives and optimizing team performance at aptiveindex.com.

Remember when Blockbuster executives laughed off Netflix?
They saw streaming as a passing fad, doubling down on brick-and-mortar stores, late fees, and shelves of physical tapes.
We all know how that ended.
Something similar is happening in the assessment world right now, and it’s not a good look.
Recently, a major player in our space sent their clients a new “Generative AI Policy.” (a portion of it can be seen here) On the surface, it talks about privacy and intellectual property. But read closely, and you see the real message: don’t use AI, don’t even describe our system to modern tools like ChatGPT or Gemini, and only trust what we tell you.
It’s not about protecting privacy. It’s about protecting exclusivity and control.
The Old Guard’s Playbook
For decades, traditional assessment companies have run the same playbook:
- Lock insights behind expensive consultants
- Make reports so complex that only “certified experts” can interpret them
- Create dependency through restricted access to information
- Charge premium fees for basic guidance that should be readily available
This worked for a long time … until AI came along and changed what’s possible.
Now, instead of adapting, they’re doubling down with restrictive policies. It’s like telling customers to keep renting VHS tapes because DVDs are “unreliable” and streaming is “too risky.”
The Real Threat Isn’t AI, It’s Transparency
What legacy companies truly fear isn’t AI itself. It’s what AI enables:
- Transparency
- Accessibility
- Empowered decision-making
When clients can instantly understand their own assessment data and get objective, real-time guidance, the artificial scarcity model collapses.
Imagine investing thousands of dollars in assessments and consulting fees, only to be told you can’t even discuss your own results with the tools your company uses every day to make smarter decisions.
That’s like buying a movie ticket and then being told you’re not allowed to talk about the plot when you get home.
Their Advisors Deserve Better
I genuinely feel for the advisors/consultants caught in the middle of this.
These are smart, strategic professionals who want to serve executives hungry for innovation. But they’re being forced to deliver an outdated message:
“Trust us! But definitely don’t trust the tools that could make you smarter and more efficient.”
It’s a tough sell when their clients are being pushed forward by AI everywhere else in their businesses.
A Different Way Forward
At Aptive Index, we’ve taken the opposite approach. We believe that when leaders understand their people better, everyone wins. That means open, transparent insights, not gatekeeping.
Our AI platform, Aria Chat, blends speed and scale with human judgment. In just the two weeks prior to this post, Aria 2.0 (the newest iteration of our AI) powered over 15 million tokens of usage! Real-world conversations, insights, and strategic guidance flowing to executives and consultants in real time.
And while AI is powerful, it’s not about replacing the human element. It’s about amplifying it. The best decisions happen when technology and people work together.
While legacy companies remain stale, forward-thinking organizations are moving the other direction and leaning into AI to empower leaders and teams like never before.
How Smart Organizations Are Using Aria Chat Today
(And Why Legacy Systems Can’t Compete)
Our clients aren’t just talking about AI, they’re using it to transform how they hire, lead, and build thriving teams.
Here are some of the most powerful (and sometimes surprising) ways they’re leveraging Aria Chat, our AI-powered leadership and people strategy platform:
💼 Better Hiring Decisions – Stop relying on gut instinct.
Aria analyzes assessment data to reveal where candidates will naturally thrive or struggle helping avoid costly hiring decisions.
📝 Personalized Interview Guides – Never ask another generic interview question. Generate custom behavioral interview questions tailored to the role, the team, and the individual candidate.
🤝 Team Building – Build teams with clarity, not guesswork.
See exactly where your team is naturally strong and where critical gaps exist so you can assemble balanced, high-performing groups from day one.
⚡ Fix Dysfunction Fast – Don’t let conflicts drag on.
When two people clash, Aria pinpoints the why behind the tension and gives you step-by-step guidance to repair trust and collaboration quickly.
🎯 Coaching Employees at Scale – Real-time leadership insights.
Leaders use Aria to create personalized coaching plans that match each person’s hardwiring, helping them grow without a one-size-fits-all approach.
🪞 Conflict Resolution – Turn heated conversations into breakthroughs.
Aria guides managers through difficult discussions, providing scripts and strategies to keep conversations productive and outcomes clear.
❤️ Romantic Relationship Cheat Sheets – Yes, really.
Aria isn’t just for work. Some clients even use it to better understand their personal relationships – from marriages to dating – with insights into communication styles and conflict patterns beyond the office.
The Streaming Revolution Is Here
Every industry faces a choice: preserve the past or embrace the future.
Blockbuster clung to control. Netflix embraced accessibility.
In the assessment world, some companies are building walls while others are tearing them down. The future belongs to organizations that trust their clients and consultants with insight, rather than hoarding it behind artificial barriers.
Legacy companies can keep renting out their VHS tapes and threatening customers who ask about streaming.
But the future of assessments?
It’s already streaming – smarter, faster, and on demand.