[QuadY Study Guide #10] To-Do List Planner Method for Goal-Oriented Learners — An 8-Step System for the Smart Child Who Lets Time Slip By | QuadY

🪞 First, Let's Look Inside the Parent's Heart

"My child has a really good head on their shoulders. The teachers all say 'this one has so much potential, if only they'd put in the work...' But when they actually sit down at the desk, they spend forever just staring blankly. They don't know what to do. When they see exam scores, suddenly they're running like mad, but day-to-day, they just let time slip by. They don't have that steady, day-by-day routine other kids have. If I set a schedule, they don't follow it. I bought them a planner, but only the first page got filled in. And somehow, when exam time comes, the results show up. 'Mom, this time I'm really going to do it' — they say it every time, but every time, the engine doesn't start until five days before the exam. I don't know how to help."

I've heard these words too many times.

I've been in education for 25 years. Among the parents I've met, one of the most frequent — and most heartbreaking concerns they share with me is precisely today's topic: "The smart child who can't keep at it consistently." In Article 6 (Parenting Guide) — the opening piece of the 4-part series on Goal-Oriented Learners — I covered the essence of "the child whose results come out fine but whose process is wildly uneven." Today, let's talk about the single most important tool that turns that essence into a weapon — the study planner.

In this article, I'll give you the answer. By the time you finish reading, you'll be nodding and saying "Ah, so that's why the time-block planner I bought my child didn't work." And more importantly, I'll walk you through — with four step-by-step sample templates — the question "so which planner should we use, and how do we fill it in?" This is the second installment in "The 4-Type Planner Series" that began with Article 9.

🎯 How the Goal-Oriented Learner Sees Time — Why a "To-Do List Planner" Is the Answer

First, let me show you in one line how the Goal-Oriented Learner sees time.

"Time is a means to produce results. As long as the results come out, the process is free."

Goal-Oriented Learners perceive time not as continuous boxes (like the Methodical type) and not as the big picture of a month (like the Holistic type), but as "a bundle of things to finish today." Time itself isn't the core — "things you can put a ✅ next to on a checklist" is the core. What matters isn't "what to do for one hour" but "the 5 things I'll finish today."

That's why Kim Cheong-yu's book Guaranteed Grade Improvement: QuadStudy states clearly: "For Goal-Oriented children, we recommend To-Do List style planners. These children move most efficiently when they focus on 'what will I finish today' rather than planning by time units. Just by clarifying priorities and checking off completed items, they gain strong feelings of accomplishment." (Chapter 4, "Planner Writing by Learning Style")

This is the decisive dividing line from other types.

The Methodical Learner prefers "time-centered weekly planners." What to do at 6-7pm is the core, and every box must be filled to feel at ease.
The Deep-Focus Learner prefers free-form "memo-style" weekly planners. The "one thing they're absorbed in this week" matters more than fixed times.
The Holistic Learner prefers "monthly calendars." They move not by day, but by "the whole month's picture."

The four types' "ways of perceiving time" are completely different. Yet over 70% of planners sold in stationery stores are "time-centered daily/weekly planners." In other words, the majority of market planners are essentially designed for the Methodical Learner, and the Goal-Oriented child is wrestling with "the wrong tool" for a lifetime.

So parents of Goal-Oriented children, here's something you should know first. The "write your planner properly" method that schools and academies push is highly likely to not fit your child. That's not because your child is lazy or lacks willpower. The tool simply doesn't fit.

🌟 Benjamin Franklin's Story — The Original Goal-Oriented Learner Who Managed 13 Virtues by Checklist

Let me show you the essence of the Goal-Oriented Learner through one life. Benjamin Franklin.

A printer's apprentice who became a Founding Father of America. The inventor of the lightning rod and bifocal glasses. The man on the $100 bill. But Franklin's real secret wasn't "genius." It was "the habit of managing himself by checklist, every single day."

In his early 20s, Franklin defined 13 virtues (Temperance, Silence, Order, Resolution, Frugality, Industry, Sincerity, Justice, Moderation, Cleanliness, Tranquility, Chastity, Humility), and focused on one virtue each week in a small pocket book. Every evening, he marked dots showing whether he'd kept that virtue or broken it. His daily routine was even simpler. Each morning, one question to himself: "What good shall I do this day?" And each evening, one more: "What good have I done today?"

Here's the part to notice. Franklin's daily schedule wasn't packed tightly by time units. He set only large blocks — "Morning: strong resolution, plan today's work," "Noon: reading or reviewing accounts," "Afternoon: work," "Evening: tidying up, music, conversation, recreation." Within those blocks, he listed "items to finish today" and processed them one by one. This is the original Goal-Oriented model. "Not time — things to finish — as the standard."

But there's one more thing I have to say. Franklin had a terrifying trap too. In his autobiography, he confesses with disarming honesty: "Order was the virtue I found hardest. I failed at organization all my life." Of the 13 virtues, "Order" was the only one he never fully mastered. His desk was always messy, he often missed appointment times, and even he didn't know where his things were. Results came out well, but the process was uneven, lifelong.

This is the double-edged sword of Goal-Oriented Learners. Raised well, this trait becomes "the person who checks themselves daily and delivers results to the end." Raised poorly, it becomes "the person who stretches out until the last minute and finishes by cramming." What separates these two paths is precisely "how the planner is written," and that's the heart of today's article.

That said, I want to be honest with the parents reading this. Not every Goal-Oriented Learner becomes Franklin. And frankly, I'm not even sure living like Franklin is a happy life. What we actually want is "the child who sleeps, meets friends, and still gets good exam results." That's possible. The secret lies in today's topic: "the correct way to use a To-Do List planner."

⚠️ The Biggest Trap of the Goal-Oriented Planner: "The Cramming Trap"

Through 25 years of tracking countless Goal-Oriented children, I've found a pattern. I call it "the cramming trap."

The flow goes like this.

Stage 1 — Stretching out in normal times: When exams are far away, this child doesn't do "things that don't strictly need doing today." Academy homework gets done right before going to the academy. School assignments get done the night before submission. To the parent, they look "like they're sitting at their desk every day, but I don't know what they're actually doing." The child genuinely thinks "there's still time."

Stage 2 — Engine starts one week before the exam: When the exam approaches, suddenly they're running like crazy. Sleep cut, games dropped, no meeting friends. Parents feel relieved — "finally they've come to their senses" — but actually this child instinctively knows "this is my pattern."

Stage 3 — Results come out: Exam scores arrive. Above average, sometimes top tier. The child is satisfied, parents say "see, our kid has a good head." Up to here, it looks like short-term success.

Stage 4 — The accumulation trap: This pattern works fine through middle school. Exam ranges are narrow, and 1–2 weeks of sprinting can recover everything. But once high school starts, the game completely changes. Exam ranges explode, and "one-week cramming" can't possibly cover that volume. On top of that, high school grades accumulate from 9th grade onward, so "what wasn't done day-to-day" gets stamped onto the transcript as points. Suddenly, results stop coming.

Stage 5 — Identity crisis: "Wait, I have a good head, don't I? Why aren't the scores showing up?" At this point, the path splits two ways. (1) Children who "learn how to keep at it day-by-day" adjust their pattern in second semester of 10th grade and survive. (2) Children who "have never done it before, so they don't know how" arrive at the conclusion "maybe I'm just not capable." Self-esteem collapses, and in some cases, they spiral to "was 'having a good head' a lie all along?"

This pattern appears especially often in children praised from a young age as "such a smart kid." Why? Because Goal-Oriented Learners have a "results-first cognitive structure," and East Asian parent-school culture easily praises that "result" in early childhood. Hearing "you're so smart, you'd be #1 if you just worked" repeatedly, this child draws the conclusion: "effort is something you do only when results aren't coming."

The reason Goal-Oriented Learners are strong and the reason they collapse come from the same place. "Results-first thinking" — it's the strength and the weakness. That's why this child's planner absolutely needs "small daily results" visible. Don't just wait for big results like exam scores. That's exactly the concept Kim Cheong-yu emphasizes in the original book: "the micro-achievement system."

⚖️ The Double-Edged Sword of the Goal-Oriented Planner

To help you understand better, let me lay out strengths and weaknesses side by side.

✅ 4 Strengths

Result-delivery power: When the goal is clear, they run at terrifying speed. One week before the exam, three days before the presentation, the day before the deadline — in these "moments where the finish line is visible," their focus is incomparable to any other type. They become "the person who hits deadlines like clockwork" in adult life.
Priority judgment: They instinctively judge "this is more important than that." Faced with 100 pages of exam range, they first ask "where do most exam questions come from?" Efficiency is the top priority, and when time is short, they quickly sort "what to drop and what to keep."
Goal-setting ability: They're good at setting concrete numerical goals like "average 90 on this exam," "Grade 1 in math," "GPA 1.5." And that goal becomes the actual fuel that drives them. Other types might think "what's the point of such numbers," but to this child, those numbers are fuel.
Checklist satisfaction: Every time they put a ✅ next to a finished item, the brain feels rewarded. Small bursts of dopamine keep flowing. Used well, daily small victories like "finished 7 today" accumulate, and the drive toward big exams stays naturally fueled.

⚠️ 4 Weaknesses

Stretches out when finish line isn't visible: With one month until the exam, the first three weeks become almost "officially playtime." Their honest mental state is "there's still time." Parents nag "why don't you start earlier," but they genuinely don't know "why they should start earlier."
Process neglect: "As long as the result is good" is honest sentiment. So they skip showing work and write only answers, skip note organization and memorize purely by head, finish writing assignments in one rushed sitting. "Carefulness" doesn't develop naturally. As a result, "making mistakes on questions they clearly know" becomes a frequent pattern.
Weak at accumulation: They really hate accumulation-style study like "30 minutes of English today." "Does 30 minutes really make English improve?" is their honest thought. So instead of accumulation methods like "one unit per day," they prefer "cramming two weeks before the exam." Works in short bursts, but fatal for cumulative high school grades.
Self-management depends on external structure: "I do it when someone tells me to" is closer to their truth. Academies, schools, parents — when external sources create "finish this" finish lines, they perform well. But without those, "what should I do today" is the question with no answer. Self-directed learning is hardest for this type.

Where these four show up most starkly is the first midterm exam of 10th grade. The cramming that worked through middle school first crumbles here, and the real confusion begins between "I have a good head" (self-perception) and "why aren't the scores coming?" (reality).

🛠️ How to Choose a Planner at the Store — A "To-Do List Planner" for Goal-Oriented Learners

Before the main content, let me answer "so which planner should we buy?" first.

For Goal-Oriented children, the answer is "a To-Do List style planner." Among the many options on the market, choose one that meets these 4 essential conditions.

Condition	Description	Why it matters
Checkbox-based list format	Each item preceded by □ for ✅ marking	Goal-Oriented Learners get dopamine from the act of checking off itself. Without checkboxes, no drive
Priority marking space	A/B/C or ★★★ grading possible	The core of this type is "what to do first." Without priority marking, half the planner is meaningless
One page per day	Daily 1-page + a weekly page showing the whole week at a glance	"5 things to finish today" must fit on one page. Time-block format is an absolute NO
"Done Today" log space	A separate box at the bottom like "Done Today"	Collecting finished items separately doubles the satisfaction. Key to maintaining drive

When searching online, "Bullet Journal style" brings up many of these planners. Daily To-Do notebooks, traveler's notebook weeklies, or even just a blank notebook with checkboxes all work. Avoid time-block diaries packed with hour rows.

One more thing — the size of the checkbox matters more than the design. If it's too small, the ✅ doesn't feel satisfying. A finger-sized checkbox is best. Goal-Oriented Learners draw drive from the "feel of checking it off."

✍️ Writing a Goal-Oriented Planner — The Complete 8-Step Guide

Now the most important part. In what order, and how, should you fill a To-Do List planner? Combining Kim Cheong-yu's original guidance with the nuances I've developed over 25 years of coaching countless students, here's the 8-step method.

[Image 1 position: Blank To-Do List planner template — alt: "Goal-Oriented To-Do List planner blank template, checkbox priority marking daily 1-page"]

Step 1. Set the big goal first (semester / month unit)

This is what differs most from other types. Goal-Oriented Learners only move when "why am I doing this" is visible. So the very first thing is to set "one thing I want to achieve this semester."

At the start of each semester, sit down with your child and ask:

"When this semester ends, what one thing would you want to be able to say 'I really nailed this'?"
"Pick one subject you want to focus on most for this midterm."
"Set one book you want to finish reading this month."

Only when "one big goal" is set does the weekly To-Do, the daily To-Do, gain meaning. Skip this step and "what to do today" has no answer. Everything becomes vague.

Write this in big letters on the planner's front page. "This semester's goal: Grade 1 in Math," "Finish 1000 English vocab words by April" — like that.

Step 2. Break the big goal into weekly goals

Once the big goal is set, break it into "units that can be finished within one week." If it's a 4-week plan, distribute what to do across Week 1 / Week 2 / Week 3 / Week 4.

For example, if the goal is "1000 English vocab words this month":

Week 1: 250 words (Day 1-3 Unit 1, Day 4-5 review, Day 6-7 extras)
Week 2: 250 words (Day 8-10 Unit 2, ...)
Week 3: 250 words
Week 4: 250 words + total review

Write this prominently at the top of the weekly page. "This Week: 250 English vocab words" — like that. Only then will the daily To-Dos show "why I'm doing this."

[Image 2 position: Weekly page with weekly goal written at top — alt: "Goal-Oriented weekly planner Step 1 weekly goal English vocab 250"]

Step 3. Each morning, write "the 5 things to finish today"

Here's where the real To-Do List planner begins.

Every morning (or the night before), invest just 5 minutes to write down "the 5 things to finish today." Why 5 — the number of items humans can consciously focus on at one time is 4 to 7, so 5 is the most efficient golden number.

At this point, three principles must be followed:

✅ End with a verb: "Math workbook p.45–50 solve" (⭕) / "Math" (❌)
✅ Write in checkable units: "Memorize 50 English vocab" (⭕) / "English study" (❌)
✅ Quantity units, not time units: "3 Korean non-fiction passages" (⭕) / "Korean for 1 hour" (❌)

These three are the core. Especially the last one. If you write in time units, "I sat for an hour but I don't know what I actually did" repeats. Quantity units, always.

Step 4. Mark priorities (A/B/C system)

Once you've written 5 items, mark A/B/C priorities next to them.

A (★★★): Must finish today (e.g., tomorrow's exam, urgent deadline) — only 1–2
B (★★): Good to finish today but can be pushed to tomorrow — 2–3 items
C (★): Nice to do if there's time — 1 item

The core rule here: never let A exceed 3. When "must-finish items" hit 3+ every day, this type ends up postponing everything. Clearly defining "the most important one to finish today" is the start.

[Image 3 position: Daily To-Do List with priorities marked — alt: "Goal-Oriented To-Do List priority A B C marked example daily"]

Step 5. ✅ finished items, and rewrite them in a separate box

This step is the real magic of the Goal-Oriented planner.

Every time you finish something, put a ✅ next to it. Anyone does this. But add one more thing — in the "Done Today" box at the bottom of the daily page, rewrite the finished items.

It looks tedious, but this is decisive. Because:

Finished items remain crossed out above, and stay cleanly listed below
At the end of the day, "this is what I got done today" is visible at a glance
Satisfaction doubles — once when checking, once when rewriting

Goal-Oriented Learners only keep moving the next day when "what I finished today" is visually clear. Without it, "what did I do?" keeps repeating, and drive slowly fades.

Step 6. Move unfinished items to the next day's page (carry-over system)

Now, how to handle "unfinished items." This is where parents most often make mistakes among the 5.

Goal-Oriented Learners "don't push through the night to finish what didn't get done that day." If time runs short, they naturally think "I'll do it tomorrow." Parents get frustrated — "why are you going to bed without finishing!" — but this is actually the type's healthy self-protection instinct. Pushing through and ruining the next day is worse than sleeping well and handling it tomorrow.

But one system is needed: moving unfinished items to the next day's page, immediately. Without this, the next day starts with "what didn't I finish yesterday?" confusion, and items get postponed forever.

It's simple. Put an arrow → next to today's unfinished items, then rewrite them at the top of tomorrow's To-Do. That's it. This is the "carry-over, not postponement" system Kim Cheong-yu emphasizes in the original book.

[Image 4 position: Unfinished items marked with arrow and moved to next day — alt: "Goal-Oriented planner carry-over system arrow rewriting next day"]

Step 7. Every Sunday, check "this week's completion rate"

Goal-Oriented Learners love "seeing progress in numbers." So every Sunday evening, invest just 10 minutes to calculate this week's To-Do completion rate.

The method is simple:

Total To-Dos written this week: ___
Of those, items marked ✅: ___
Completion rate: ___% (e.g., 21 out of 28 → 75%)

One important thing here. Applaud even at just 70%. "Beating yourself up for not hitting 100%" is the trap for other types (especially Methodical), while "feeling 70% is plenty so you can get complacent" is the trap for Goal-Oriented. So set 70% as "the baseline" and praise from there — that keeps a healthy amount of tension.

If below 70%, reduce the number of To-Dos next week. Writing too many leads to accumulating unfinished items, which spirals into "losing confidence in the planner itself."

Step 8. The parent's role — "Setting goals together," not "Checking results"

This step is for parents to do directly. Parents of Goal-Oriented children must build two habits.

① "Setting goals together" (start of semester, start of month)

As I mentioned in Step 1, this type only moves when "why I'm doing it" is visible. So at the start of each semester / month, sit down with your child and set the big goal together. 30 minutes is enough. Start with "what's one thing you want to do well this semester?" and let your child speak goals like "Grade 1 in math" out loud. The goal that comes from their own mouth is the one that lasts.

② "Cheering the checkbox," not "checking the result"

"Did you finish all your To-Dos today?" — don't ever say this. To this type, it feels like "result censorship." Instead, cheer the checkboxes themselves. "You finished 3 out of 5 today! Great job!" like that. Don't mention the 2 unfinished items, focus only on the 3 finished. This makes the drive for the next day.

Goal-Oriented Learners are engines that run on the small satisfaction of each checkbox. The moment the parent says "why didn't you finish 2 out of 5," the engine shuts off. "You finished 3 out of 5" is the key that restarts it.

🚫 The 5 Mistakes Parents Make Most Often

Five things Goal-Oriented parents do with "good intentions" but end up shrinking the child.

❌ Mistake 1. Asking "why did you only finish 3 out of 5?"

The drive of Goal-Oriented Learners is satisfaction from the ✅ items. The moment focus shifts to the 2 unfinished, the satisfaction of the 3 finished vanishes. "You finished 3 out of 5, well done" is the correct response. The child already knows about the 2 unfinished, and they'll naturally carry over to tomorrow.

❌ Mistake 2. Forcing time-block planners

Most planners academies hand out with "use this planner" are time-block format. With drawn boxes like "6–7pm English, 7–8pm Math." This is precisely the wrong tool for Goal-Oriented Learners. They end up in "I don't think in time units, but they tell me to fill time boxes — frustrating" state. Use the academy planner only for academy submission, and let the child use a separate To-Do List planner for actual study planning.

❌ Mistake 3. Pressuring with "only 5 today? You need to write more"

Goal-Oriented Learners' 5 items are "5 items they can actually finish today." It may look small by other types' standards. But this type generates much more drive by "writing few and finishing all" than by "writing many and finishing half." When 5 are finished and time remains, the pattern that works best is "add one bonus item." Write few, but finish them. That's the golden rule.

❌ Mistake 4. Comparing with "the other family's kid does 6 hours every day"

To Goal-Oriented Learners, "time comparison" is the most meaningless statement. This type instinctively chooses "3 hours with results" over "6 hours without results." That's their strength. Even "the other kid scored XX on the exam" is risky — hearing this comparison can trigger extreme short-term reactions like "then I'll skip sleep tonight." No comparisons at all is the right approach.

❌ Mistake 5. Skipping "setting the big goal together"

This is the most commonly missed part. Parents only push "write your planner" without setting "why you need to write it" (the big goal). Then this child has no answer to "what to write today." The "setting the semester's big goal together" from Step 1 — do this properly just once, and the child rolls everything else themselves.

❓ Frequently Asked Questions (FAQ)

Q1. My child writes the To-Do List but doesn't actually look at it — they just do what they feel like. What should I do?

In 99% of cases, this is "writing the list" and "using the list" being separated. Check two things. First, the list is being written too early. Writing the whole week's list Sunday night means they forget by Monday morning. Have them write only the next day's items, "every morning" or "the night before." Second, priorities are missing. When all 5 items are listed equally, they do "whatever they feel like most" first. Have them mark A/B/C priorities from Step 4. That way, "the A I must finish today" becomes clear.

Q2. Can we use only daily, no weekly? Is weekly really necessary?

Weekly is essential because it shows the "big picture of what to finish this week." Daily alone breaks the connection between "5 things today" and "why these things today." The child ends up writing only "things they want to do today." Weekly takes just 5 minutes Sunday evening to write "3 big things to finish this week." When writing daily, glance at weekly to decide "which of these to break down today."

Q3. Isn't To-Do List alone insufficient during exam periods?

Good question. From 2–3 weeks before the exam, switch to "reverse-counting To-Do" format. Based on the exam date, write backward like "D-14, D-13, D-12..." and pre-plan "the 5 items to finish today" for each D-day. Normally just "today's 5" each day works, but during exam periods, "all 14 days' 5 items — 70 items total" must be visible at a glance for peace of mind. This is the Goal-Oriented exam mode. Once the exam ends, return to daily mode.

Q4. My child gets good results but beats themselves up saying "I'm bad at studying." Why?

This is because Goal-Oriented Learners have weak "process awareness." Even when results come, "what they did to make those results" doesn't stick in their head. So when they score 90 on the exam, they think "maybe I was lucky" or "it was an easy exam this time." The accumulation of their own effort isn't visible. The solution is Step 5's "separately writing in Done Today." Visually seeing daily finished items accumulate makes "I did this much this month" finally visible after the exam. That's how self-esteem grows alongside results.

✅ Today's Core Summary

Goal-Oriented Learners perceive time as "a means to produce results." So "To-Do List bundles," not time-block format, is the right answer. Demand they fill time boxes and they feel frustrated; let them ✅ checkboxes and real drive emerges.
The key to avoiding the "cramming trap" is "small daily results." Waiting for big results like exam scores leads to slacking off normally. Accumulate small satisfaction through finishing 5 each day and ✅ marking.
Planner writing: "Big goal → Weekly goal → Today's 5 → Priority → Check → Done Today → Carry-over → Weekly review" in order. If Step 1's "setting the big goal together" is skipped, everything else collapses.
The most important parent roles are "setting the big goal together" and "cheering the checkboxes." "Why didn't you finish?" is the phrase that turns off this child's engine fastest. "You finished 3 out of 5" is the key that restarts it.
Franklin's daily self-check power is real. But not 13 items — "5" items. Not time units — "finishable units." This is the 21st-century Franklin system for our children.

💌 A Message to Parents

For parents raising Goal-Oriented children, the keyword is probably "frustration." The school teacher says "smart," exam scores come out okay, but on a daily basis they just won't sit at the desk. The Methodical child next door does 6 hours every day, faithfully, while your child waits until one week before the exam to scramble. And still, the scores come out similar — which makes it more frustrating. "If only they'd do it properly, they could be #1" — that ache.

But parents, please see this frustration clearly. Your child isn't lazy. They simply don't do it when "why am I doing this" isn't visible. And once "why" becomes visible, they finish faster and more efficiently than anyone. They compress into one week what other types take a month to do. That is your child's real weapon.

So the biggest single thing parents can do is one thing. Help your child discover their "why." "What do you want to prove to yourself this semester?" "How do you want to look when you graduate high school?" "What's the university you really want to go to? What major, and why?" — questions like these. Don't force the answer; wait until your child finds it themselves. The moment that answer emerges, this child moves without being told.

Franklin was probably the same. The fact that the 17-year-old printer's apprentice ended up living 60 years self-checking 13 virtues daily wasn't "because someone told him to." It was because his own bigger goal — "I want to become a better person" — was there first. That "why" gives meaning to "every day's checkbox."

"The way you slack off normally but turn on full focus during exams — I see that as your weapon. It's not that you can't do it. We just need to find together what you really want to achieve. Once that's set, I'll just stand beside you and cheer."

Just this one thing. Your Goal-Oriented child hears this and gains the security of "someone who acknowledges my pace." On that security, they go find their own "why." That's the biggest thing parents can do.

📌 Next Up

In Article 11, we'll cover the Deep-Focus Learner's planner method. Not time-centered, not To-Do List — "a free-form memo-style planner for going deep into one thing" — a completely different approach suited to that type. Reading the series together helps you understand your child in three dimensions.

📚 References

Kim Cheong-yu, Guaranteed Grade Improvement: QuadStudy, Yunolife, 2025 (Chapter 4: "Planner Writing by Learning Style — Recommended Planner for Goal-Oriented Learners")
Felder & Silverman, "Index of Learning Styles", NC State University
Carol S. Dweck, Mindset: The New Psychology of Success, Random House, 2006
Benjamin Franklin, The Autobiography of Benjamin Franklin, 1791 (13 virtues and daily self-check system)
Walter Isaacson, Benjamin Franklin: An American Life, Simon & Schuster, 2003 (Analysis of Franklin's routines and self-management system)
QuadY Coaching Data, tracking 1,207 mentees over 48 months (2021–2024)
2 patents registered with the Korean Intellectual Property Office (Learning style matching system / Dyadic Transformer mentor-mentee interaction analysis)