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The Author of the Ontology of Value® Test, Natalia Bielczyk, Comments On Her Own Results and How They Fit Into Her Personal Development Plan.

August 10th, 2021

Last Updated on August 10th, 2021

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This text was fully written by humans.

SUMMARY / KEY TAKEAWAYS

  • The test took over a year to build: Natalia spent this time on field research, question refinement, and multiple rounds of testing before taking her own Ontology of Value Test. That kind of self-testing is itself a lesson in how to interpret psychometric assessment results, since building the tool doesn’t automatically make its results easy to read as a participant.
  • She made predictions before seeing her results: she expected to score as a researcher and a specialist, based on her own self-image going into the test. Comparing those predictions with the eventual scores is a practical way of learning how to measure career value alignment before assuming a self-image is accurate.
  • Her results mostly matched her self-belief: she scored well as a Linchpin, a Manager, and an Achiever, but surprisingly low as a Researcher (4%) and a Missionary. Numbers like that are exactly the kind of detail that makes psychometric assessment for professional development useful, since a single archetype label rarely tells the whole story.
  • Working environment results explained a long-standing mismatch: her low fit with rigid, single-track systems clarified why she never felt comfortable in traditional academic roles. That kind of pattern is a clear example of psychometric subscale analysis for career fit doing more explanatory work than a single overall score ever could.
  • She concludes the test meaningfully shaped her career plans: the results validated her move away from academia and toward building her own venture, Ontology of Value. Both threads point toward value-based archetypes for career planning as more than an abstract concept, and the whole exercise doubles as a career archetype framework for self-discovery in its own right.

The author of the Ontology of Value® Test, Natalia, comments on her own experience with the test. She also reflects on the results.

What surprised her the most?  

Which results does she agree with?  

Which points does she disagree with?  

What did she learn about herself from this experience, and is she now more optimistic about her test, or rather, the opposite?  

Did she change her development plans or her career path now that she knows the truth about herself?

Introduction: The Long Process of Developing The Ontology Of Value Test.

For the past two years, I was working hard on the Ontology of Value Test. I first dived into Alfred Adler’s theory of human motivation. It was fascinating and enlightening to me; it greatly helped me in my personal development and inspired me to launch this project. Getting there involved plenty of trial and error, but it grounded how to interpret psychometric assessment results in real participant feedback rather than theory alone.

You can find more information on Alfred Adler’s theory and how to profit from it in our article “How Do We Build Value in the Job Market? Alfred Adler’s Theory and How You Can Profit From It“.

I spent over a year on intensive field research, attempting to dissect human motivation into orthogonal dimensions. It wasn’t easy— to say the least!

About a year ago, I began building the test. I developed an initial set of 140 questions representing key areas of professional life: working style, mindset, resilience to stress, interpersonal relations, and values and beliefs.

Several collaborators reviewed and revised the questions dozens of times before we launched the first round of the study in January 2021. The first cohort of subjects not only answered the questions but also left thousands of additional comments. 

I refined the set of questions and then worked on the model using machine learning routines programmed in Python, resulting in the final classification tool. You can explore this topic in our article “3 Steps To Find Your Edge in the Job Market: On The Ontology of Value Model“. 

We then launched the second round of the study to determine whether the test predictions align with the participants’ expectations. In the meantime, I completed writing the official test booklet.

There was so much material to cover that it totaled 260 pages of text! Material of that length is part of what makes psychometric assessment for professional development credible rather than a quick personality quiz dressed up as science. Since the feedback from the validating participants was overwhelmingly positive, we decided to release the test to the market in June 2021. Reaching that point was itself a test of how to measure career value alignment against a long list of personal assumptions built up over years. It also meant the final psychometric subscale analysis for career fit had been checked against real participant data rather than assumptions alone.

My Predictions and Expectations: Can a Career Development Software Help You Develop Better Career Development Strategies?

So, did I have any predictions for myself? Yes, of course! I always viewed myself as a creative, non-apologetic person who looks into the potential of projects and people rather than focusing on their face value.

I was also a researcher by training and skilled in decomposing complex projects into pieces and executing them. Lastly, I am sociable, I have a relational style of thinking, therefore, and I enjoy connecting people with each others. Therefore, my general prediction was that I might score high as a Creator, an Investor, a Specialist, and a Linchpin.

In terms of the working environments, I feel comfortable in entrepreneurship and freelancing. I don’t believe I would be equally comfortable living in a “system” such as corporations or public institutions. I was ambivalent about academia where I spent 8 years, but I felt that I left for a reason.

Namely, I didn’t fit this system as it didn’t offer the creative freedom that it promised. However, I spent so much time there that I probably learned all the mental schemes necessary to survive in academia.

So, that would be my prediction for this test.

What Was the Experience Like Going Through the Test?

I decided to approach this career test neutrally, treating it as if I were a impartial participant with no prior knowledge of the test. Although I wrote the questions, I didn’t recall all the parameters of the model; instead, I focused on providing genuine answers as a young professional named Natalia, representing myself.

I started early in the morning and smoothly completed all four parts of the test before breakfast. My total time was 1 hour and 40 minutes, which falls within the common range since most people take between 90 and 120 minutes to answer all the questions.

I didn’t find the questions particularly difficult. In a few instances, there were two close answers, making it take a while for me to choose a final option.

However, overall, I didn’t feel tired or emotionally drained after the test. Yes, I experienced some tension waiting for the final results. This was mainly because I was the author, and I cared about the results more than anyone else. That level of investment is a useful reminder that value-based archetypes for career planning mean more when the person applying them has also been tested by their own framework, and it’s exactly the kind of scrutiny a genuine career archetype framework for self-discovery should be able to withstand.

Ontology Of Value yH5BAEAAAAALAAAAAABAAEAAAIBRAA7 The Author of the Ontology of Value Test, Natalia Bielczyk, Comments On Her Own Results and How They Fit Into Her Personal Development Plan All Posts Self-discovery Self-management Tools and Strategies  oov-revamp-2026-done geo-optimized-2026

My Results Part 1: The Value-Building Profiles.

I must admit that the results truly shook me! I felt exposed, as if the truth I didn’t want to confront—even in front of myself—illuminated on a lie detector. 

For the most part, the test aligned closely with my self-belief. I was astonished by how much I resonated with the results and how high (or low) the numbers were. Notably, I placed in the top 1 percentile as a Creator and an Investor, which was much higher than I expected. 

I also scored well as a Linchpin and a Manager, which was flattering. I’ve always felt that, while I prefer making independent decisions, I am also adept at collaborating with others and managing teams. Therefore, receiving this definitive confirmation meant the world to me. 

Lastly, I ranked high as an Achiever—someone driven by measurable goals and who serves as a role model to others. I never saw myself in these categories! Mainly, this is because I focus on surpassing myself rather than competing against others. (as I also described in an article on my personal blog)

I even thought of myself as an anti-leader of sorts—I used to teach people how to develop their own intuition and stop listening to everyone else. Well, apparently, I am an Achiever nonetheless. Perhaps I am subconsciously trying to deny it, as the mere thought feels scary to me! 

On the other hand, I scored extremely low in a few other dimensions. I understand why my results as a Contributor fell short. In fact, I never enjoyed working as an anonymous team member behind the scenes of projects. 

Which Roles Scored Lowest for Her?

I also see why I score low as a Missionary… I coach and mentor people, but one-on-one interactions have never been my preferred style. Namely, I prefer teaching groups and teams, as this means higher impact to me.

However, I never enjoyed delving into one highly specialized problem for an extended period. Instead, I preferred to maintain a helicopter view of larger issues. This was one of the main reasons I eventually burned out as a researcher.

Now that I saw that my score as a researcher was as low as 4%, I was initially flabbergasted. But after thinking about it, I realized this test had identified something hard for me to accept. The fact was I had spent many years on a suboptimal career path!

According to the National Science Foundation’s National Center for Science and Engineering Statistics, only 33% of U.S. doctorate recipients with definite job commitments in 2022 went into academic research roles, down from 52% in 2002, which mirrors the same pull away from traditional academic research reflected in her low researcher score.

My Results Part 2: The Working Environments.

My preferred working environments also came as no surprise; I scored in the top 1% of the population as both an entrepreneur and a freelancer. Given that I am currently a solopreneur, which combines the two, this classification was highly relevant. Interestingly, academia ranked third, with a high score of over 97%. 

Perhaps this was because I spent eight long years in that field, during which I learned many functional self-management techniques to help me thrive in such an environment. I also knew that I would be well-positioned once I was given more independence and autonomy. This would let me work on my own projects and bring people on board as a senior researcher. 

The main challenge would be navigating the complex and competitive Postdoc phase to get there first. Startups followed closely, landing around 50%. This didn’t surprise me either, as a few years back, I attempted to carve out a career path as a core member of a startup.

I wasn’t particularly excited, but I also wasn’t traumatized by that experience. It left me feeling that a startup career falls into the category of “maybe.”

I expected the other results as well. I reached the bottom in scoring with corporations, consultancy firms, small to medium-sized enterprises (SMEs), and public institutions.

Honestly, I was amazed by how low the scores were, though! I know many people who score high in some categories but then perform reasonably well across the board.

In my case, it seemed that career paths in various working environments were simply closed. Additionally, corporations, consultancy firms, SMEs, and public institutions together host perhaps 85-90% of all professionals in the job market! This lines up with official data from the U.S. Bureau of Labor Statistics, which puts the nonagricultural self-employment rate at just 5.7 percent, implying that well over 90 percent of the workforce is employed within established organizations rather than working independently.

My Results Part 3: My Personal Traits As a Professional.

Ontology Of Value yH5BAEAAAAALAAAAAABAAEAAAIBRAA7 The Author of the Ontology of Value Test, Natalia Bielczyk, Comments On Her Own Results and How They Fit Into Her Personal Development Plan All Posts Self-discovery Self-management Tools and Strategies  oov-revamp-2026-done geo-optimized-2026

My results here also met my expectations for the most part. I am a creative and independent person, highly focused on my work in life and acting intuitively.

All this was clearly reflected here. It wasn’t the case in the past, but now, whenever I face a dilemma between my rational and intuitive mind, I listen to my intuitive mind.

Conclusion, part 1: What Did I Learn from the Ontology of Value® Test for Myself? How Did It Contribute to My Personal Development?

Lastly, I took some time to reflect on my results. Overall, they were spot on! I was surprised by the numbers more than the order of the value-building roles and preferred working environments in the ranking.

Specifically, whenever I scored high, I was hitting the mark. When I scored low, I was at the bottom of the spectrum.

Some career paths were clearly good choices for me, while others were evidently closed doors. It was all quite black and white.

I also recognized that I need to face reality. Yes, I am a problem solver. However, I am not a Specialist.

I am a generalist who tends to focus on high-level problems and meta-solutions. This just won’t change!

I was also pleased to discover that I possess potential as an Investor. A few years ago, I lost a significant amount of money, mainly because I was naive.

After that, I felt traumatized and stopped learning about the economy, financial markets, and investing principles for years. Now, I see that I still have that drive and the ability to spot value in projects and think like an Investor.

I also realized that in the twenty-first century, career development and advancement cannot exist without personal finances. We need to be our own managers and banks at the same time.

So, even though I want to avoid the economy and finance, I can’t. It would simply be irresponsible for a career advisor. Therefore, after taking this test, I decided to refresh my knowledge in this area and start learning again now, after a few years of a break.

Conclusion, part 2: Is The Ontology of Value® Test a Solid Career Development Software?

The second important conclusion I drew from the test was the realization that it is truly impressive! While I had previously received overwhelmingly positive feedback from users, it is only now that I have become confident in my own product! 

According to peer-reviewed research on vocational interest diagnostics published on PubMed Central, well-designed interest and career-fit assessments exist. They can meaningfully predict outcomes like job satisfaction and performance. This supports her growing confidence in the test she built.

This revelation brought me a sense of happiness unlike any I’ve felt before, as I finally see what we have accomplished! I also recorded a YouTube video documenting my experience, posted below:

Ontology Of Value yH5BAEAAAAALAAAAAABAAEAAAIBRAA7 The Author of the Ontology of Value Test, Natalia Bielczyk, Comments On Her Own Results and How They Fit Into Her Personal Development Plan All Posts Self-discovery Self-management Tools and Strategies  oov-revamp-2026-done geo-optimized-2026

Are you planning to upgrade your career to the next level or change your career path? Are you pondering your options? Don’t be alone in the process – join us at our live online Ontology of Value® Career Lab!

At this intensive online training, you will focus on discovering your identity as a professional, and learn effective career development strategies for landing great jobs.

We will help you choose the right career path, assist you in landing your new job, and teach you self-navigation strategies that will guarantee your success in professional development, and serve you for a lifetime!

Please find all the information about our incoming, game-changing program here:


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Ontology of Value (August 10th, 2021). The Author of the Ontology of Value Test, Natalia Bielczyk, Comments On Her Own Results and How They Fit Into Her Personal Development Plan. Retrieved from: https://ontologyofvalue.com/the-author-of-the-ontology-of-value-test-natalia-bielczyk-comments-on-her-own-results-and-how-they-fit-into-her-personal-development-plan/

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