With Christmas and the New Year just around the corner, many of us are entering a season of profound reflection. We find ourselves nestled between the gratitude of the holidays and the ambitious anticipation of January 1st. For the past several years, I have made it a personal tradition to lean into this transition. I take the time to look back at the preceding twelve months, not just as a calendar of events, but as a narrative of growth.
However, as I progressed through my MBA in Data Analytics at the University of the Incarnate Word (UIW), I realized that while journaling is a beautiful way to express the heart, it often lacks the objective precision needed for true strategic insight.
In the world of business and high-level management, we are governed by a central axiom:
“What gets measured, gets managed.” — Peter Drucker (1954)
I believe this principle is even more vital for our personal journeys. As a holiday gift, I am opening up the methodology I developed to quantify the human experience—a comprehensive framework that turns annual journaling into a visual map of your progress: The Muzzi QS10 Annual Matrix™.
The Genesis of the QS10 Method™
I first developed the initial Muzzi QS10 Method in 2018, drawing on my background in Six Sigma methodologies and my professional experience with Weighted Sum Decision Matrices. At the time, I was navigating a series of significant life transitions and felt increasingly overwhelmed by the “noise” of daily experience. While traditional self-reflection is a vital practice, it is often susceptible to cognitive shortcuts—specifically “recency bias.” This is the psychological tendency to over-emphasize our most recent struggles or successes while losing sight of the macro-trends that define our long-term trajectory (Tversky & Kahneman, 1974).
By creating a structured, data-driven framework, I was able to transform subjective, emotional memories into a rigorous Weighted Sum Model. In 2025, I further refined the matrix’s mathematical approach to categorise experiences into five distinct buckets: Excellent 10! – I am going to remember these moments forever!!! – Great 9! The momentum of the year is on the up and up!! – Good 6! Unpleasant 3 and, finally, Horrible/Gut- Wrenching moments – 0! By isolating the use of only the numbers 10, 9, 6, 3, and 0, I cut through numerical bias. By assigning specific weights to these categories, I moved beyond vague recollections and could finally visualize the “Annual Yield” of my life.
Turning Resilience into Narrative Capital
One of the most frequent questions I receive about this matrix is why I include “Unpleasant” and “Horrible/Gut-Wrenching” experiences in a tool designed for growth and positive reflection. The answer lies in the strategic balance between accountability and closure. By documenting these moments but excluding them from the final score, we acknowledge the event without allowing it to define our performance—it is a mathematical way of “letting go.”
This approach is rooted in the academic concept of Psychological Capital (Luthans et al., 2007). In the Muzzi QS10 Method, these categories are reserved for Journaling Only. This ensures your historical record is honest and complete, but your Annual Grade remains a “Purity Index” that focuses exclusively on the yield generated from your positive pillars.
In strategic management, we recognize that friction and market downturns provide the most critical data for future innovation (Porter, 1980). However, we do not count losses as revenue. Similarly, in this matrix, surviving a difficult year adds value to your character—what I call Resilience Capital—but it does not inflate your Annual Grade. By assigning a numerical weight of 3 to “Unpleasant” and 0 to “Horrible/Gut-Wrenching” situations, maybe a faux pas during the year? – Without adding them to the lump sum, we preserve the history of the lesson without letting the trauma deflate our positive+++ performance metrics.
Case Study: My 2025 (80% Yield)
To demonstrate the power of the Muzzi QS10 Method, let’s look at my own 2025 data under the 250-point “Purity Index” model. I achieved an Annual Grade of 80%.
Here is how that score broke down:
- The 100-Point Anchor (Excellent): Completing my MBA in Data Analytics provided a “Perfect” (10) score. In my matrix, this represents total congruence between my professional goals and my execution.
- The Strategic Move (Great): Relocating back to Austin, TX, scored a 9. This move exceeded my basic expectations for quality of life and alignment with my long-term vision.
- The Operational Reality (Good): Spending significant time with my grandmother, Jan–June, was a core value. However, the score of 3 out of 10 reflects the high administrative friction and emotional labor required to manage a difficult nursing home staff.
- The Resilience Variable (Unpleasant/Horrible): In May, I sustained a significant injury from a rollerblading accident, resulting in six months of medical expenses and physical pain.
The Strategic Insight: Defending Your Gains
Without the Muzzi QS10 Method, 2025 might have felt like a “lost year.” The emotional weight of managing nursing home incompetence and the physical burden of a six-month injury are the types of variables that typically overshadow our achievements, creating a false narrative of failure.
However, the data provides a more objective reality. Because the matrix treats the rollerblading accident as a non-operating loss (Journaling Only) and separates the administrative friction of caregiving from the intrinsic value of the visits, it prevents these setbacks from bleeding into my positive yield.
Despite significant physical and emotional hurdles, the math is undeniable: by maximising my “Excellent 10+++” and “Great!Yay!” moments throughout the year – spanning an MBA graduation and a strategic relocation – I maintained a high-performance yield of 80%. This is the power of the matrix: it gives you the intellectual honesty to journal or highlight any losses, while providing the structural clarity to defend your Big Wins!
Your User Guide: How to Audit Your Life
The spreadsheet I am sharing with you is a “plug-and-play” executive dashboard. I have extended this matrix from the year 2000 all the way to 2050 for what can seem like a lifetime of journaling fun!
Start your own strategic audit with the Muzzi QS10™ Annual Matrix Template.
Click the link below to access the file, then go to File > Make a copy to save your personal, private dashboard.
https://docs.google.com/spreadsheets/d/1wQ7W63lSUz61lVDLQrPDDJnDfNotYRQMMay_E0D_xwk/edit?usp=sharing
Instructions:
- Log Your Narrative: Navigate to the YEARS tab. For each year, enter a single defining memory in the appropriate column. Whether it was a graduation, a career pivot, or a personal loss, put it on the map.
- Assign the Intensity: This is the most critical step. Use the dropdown menu in the score cells to rank the experience from 0 to 10. A “10” represents the maximum intensity for that category.
- The Engine: The matrix handles the math. It applies the Muzzi Weights automatically:
- Excellent (10)
- Great (9)
- Good (6)
- Bad (3)
- Horrible/Gut-Wrenching (0)
Finally, visualize the dashboard.
*A Note on Implementation: Trust the Process
When I first architected this matrix in 2018, the initial “Back-Audit”, dating back to 2000, was a significant undertaking that spanned several days. This is a deep-work exercise; I highly encourage you to take your time as you traverse your personal history.
As you select your scores for each category, trust your first instinct. In data analytics, over-adjusting variables—or “toggling” the data—often leads to noise and confusion rather than clarity. While it is natural to refine a detail here and there, staying true to your initial gut response is imperative for an honest audit. Commit to your data from the start.
Strategic Insights & Journaling vs. Clinical Support
As you navigate your personal history, focus on identifying and gauging the positive milestones that define your trajectory. Life moves rapidly, and the Muzzi QS10 Method framework allows you to categorize the ‘Great,’ the ‘Good,’ and everything in between with mathematical precision. By substituting ambiguous emotions with empirical data points, this methodology significantly diminishes the cognitive load required for deep reflection. Ultimately, this systematic approach serves as a structured evolution of journaling—a way to quantify your most memorable moments through the lens of a weighted scale.
Closing the Year with Clarity
As I celebrate my MBA completion this year, I am reminded that the most successful individuals are not those who avoid failure, but those who use the data of their past to forecast a more intentional future.
This matrix is my Christmas gift to you: an invitation to stop guessing and start measuring. I encourage you to use this weighted scale to journal your experiences, using math as a lens to visually quantify your thoughts and milestones.
As you enter 2026, don’t just make resolutions—build a strategy.
Merry Christmas, Happy New Year, and happy auditing!
If you have any questions on how to use this matrix,
feel free to email me: myriam@muzziqs.com.
Myriam Hernández Múzquiz, MBA
Editor’s Note: This article was reviewed and refined with the assistance of Google’s Gemini.
Academic References
Bazerman, M. H., & Moore, D. A. (2012). Judgment in Managerial Decision Making. Wiley.
Drucker, P. F. (1954). The Practice of Management. Harper & Row.
Luthans, F., Youssef, C. M., & Avolio, B. J. (2007). Psychological Capital: Developing the Human Competitive Edge. Oxford University Press.
Porter, M. E. (1980). Competitive Strategy: Techniques for Analyzing Industries and Competitors. Free Press.
Tversky, A., & Kahneman, D. (1974). Judgment under Uncertainty: Heuristics and Biases. Science, 185(4157), 1124–1131.
