In her 2011 book Battle Hymn of the Tiger Mother, Amy Chua tells the story of her seven-year-old daughter Lulu trying to learn a piano piece called “The Little White Donkey” by Jacques Ibert. The piece requires each hand to maintain a completely different rhythm — a genuinely difficult coordination challenge.

Lulu couldn’t do it. Chua drilled her on it for an entire week, working each hand separately, over and over. But every time they tried putting the hands together, one hand would morph into the other’s rhythm and the whole thing fell apart. Finally, the day before her lesson, Lulu announced she was giving up and stomped off.

What followed was not good parenting. Chua threatened to donate Lulu’s dollhouse to the Salvation Army. She threatened to cancel Christmas. She called her daughter lazy and pathetic. They worked through dinner and into the night, Chua screaming until she lost her voice. Even Chua herself began to have doubts.

Then, out of the blue, Lulu did it. Her hands suddenly came together, each doing their own thing, just like that. A moment later she was beaming. “Mommy, look — it’s easy!” She wanted to play it over and over and wouldn’t leave the piano.

I’m not defending Amy Chua’s parenting methods. But let’s look carefully at what happened underneath the screaming.

What happened to Lulu?

Strip away the threats, the yelling, the dollhouse in the car. What’s left is this: Lulu practiced a difficult motor coordination task for a week with no visible improvement. At the moment of maximum frustration — when it looked most hopeless — she kept doing repetitions. And then the skill arrived.

The breakthrough didn’t come from a method change, a better mindset, or a step back to regroup. Lulu’s practice method was reasonable enough. Her emotional state was catastrophic — punching, thrashing, kicking, tearing up the sheet music. Chua wouldn’t let Lulu get up, not for water, not even to go to the bathroom. The skill arrived anyway. Motor learning was happening underneath the frustration the entire time. Lulu just couldn’t feel it.

Three findings from the research

Three lines of research help explain what Lulu experienced — and why it matters for anyone building a complex motor skill like stenography.

1. Improvement accumulates invisibly.

The power law of practice, first documented in 1959 by Crossman studying cigar-rolling operators, describes a consistent pattern: performance improves as a function of accumulated repetitions. The gains are largest at the beginning and get progressively smaller — but they continue to accrue over very long time horizons. Crossman’s operators were still measurably improving after ten million repetitions and seven years.

This describes a general trajectory, not a guarantee about each individual session. But the overall arc holds: repeated practice is required for improvement to accumulate, and that improvement is often invisible session to session. Lulu’s week of “useless” drilling was following this arc. The micro-gains were building beneath her awareness and eventually crossed a threshold where the skill became visible. The breakthrough felt sudden. The learning was continuous.

2. Plateaus are consolidation, not stagnation.

Bryan and Harter’s pioneering 1899 study of telegraph operators found that learners would hit plateaus — periods of weeks where performance seemed completely stuck — and then suddenly break through. The mechanism: at each plateau, the learner’s brain is transitioning from a lower-level processing strategy to a higher-level one. Letter-by-letter processing gives way to word-level processing, which gives way to phrase-level processing. Each transition requires continued practice to complete. The plateau isn’t evidence that practice has stopped working. It’s evidence that the brain is reorganizing.

The critical implication: a plateau is the worst possible time to reduce practice volume. Continued repetitions help the brain complete its reorganization. Fewer repetitions slow that process down. What feels rational during a plateau — stepping back, rethinking your approach, waiting until you feel ready — is often the opposite of what the learning system needs, which is continued exposure. The student who feels stuck and decides to take a step back is doing the least helpful thing at the least helpful time — like Lulu stomping off from the piano right before the breakthrough.

3. Volume is what the evidence consistently points to.

It would be strange if practice quality didn’t matter at all. Intuitively, practicing with good feedback, targeting your weaknesses, and structuring your sessions thoughtfully should produce better results than mindless repetition. K. Anders Ericsson — the psychologist whose research inspired Malcolm Gladwell’s popular “10,000-Hour Rule” — spent his career arguing exactly this: that “deliberate practice,” carefully designed and individually tailored, is what truly drives expertise.

But when researchers tried to demonstrate this empirically, the results were surprisingly elusive. Macnamara, Hambrick, and Oswald’s 2014 meta-analysis of 88 studies and over 11,000 participants found that the amount of practice people accumulated was a meaningful but incomplete predictor of performance — explaining roughly 26% of variance in chess, 21% in music, and 18% in sports. Important, but far from the whole story. That led to a natural question: does it matter how you practice, not just how much? Ericsson insisted it did — that only practice meeting his strict criteria for “deliberate practice” (teacher-designed, supervised, individually tailored) would show the full effect. But when Hambrick and colleagues (2020) reviewed the evidence, the correlation between performance and “true” deliberate practice was not significantly different from the correlation with broader, self-directed practice.

This doesn’t prove that quality is irrelevant. It means that after thirty years of research, the independent contribution of practice quality — above and beyond how much you practice — has been remarkably difficult to isolate. What keeps showing up as a strong, reliable predictor is hours. What keeps resisting clean measurement is method.

The practical implication is straightforward. If you’re deciding between spending an hour optimizing your practice strategy and spending that hour practicing, the evidence tilts toward practicing. Not because strategy never matters, but because hours are the factor most reliably linked to improvement.

What this means for steno

If you are currently practicing steno and you feel like it isn’t working — you’re not getting faster, your accuracy isn’t improving, the next speed still feels out of reach — the research suggests your practice is very likely working anyway. Motor learning often accumulates beneath the threshold of perception. Sessions that feel unproductive are still building the micro-gains that will become visible over weeks and months.

So protect your practice hours. They are the single most important factor you can control. If you have additional time and energy, by all means think about how to make those hours more effective — get feedback from a teacher or mentor, review your weak areas, refine your practice structure, fall in love with steno again. Quality likely helps, but the hours are the foundation. And when you’re stuck and it feels like nothing is working, remember Lulu: the strategy was already good enough. What was missing was more time for it to work.

At some point, almost every court reporting student asks: how long is this going to take? Usually right after someone at Thanksgiving asks them.

There’s no clean answer. Stenographic court reporting is a skill, not a course — there’s no regulated number of hours you show up. But you still have to plan your life around something. So here’s my best guess, triangulated from what the research shows for other complex skills, what court reporters report about their timelines, and what the math implies.

What other complex skills tell us

Two domains with objective skill metrics and high dropout rates give us reference points:

Domain	Benchmark	Est. hours
Music (ABRSM)	Grade 8 — reached by ~3.5% of exam takers	~3,300 avg
Chess (Elo)	1800 — ~90th percentile of rated players	~1,000–5,000
Chess (Elo)	2200 master — ~99th percentile	3,000–23,600
Court reporting	225 WPM initial certification — likely comparable to 1800 chess / Grade 8 music	?

Both domains show wide variance. The chess data shows an 8x ratio between fastest and slowest learners reaching the same benchmark — and some players exceeded 20,000 hours without ever reaching master level at all.

What top students report

Several court reporting instructors have conducted detailed interviews with their fastest graduates, documenting timelines and practice loads with instructor corroboration. These are exceptionally fast completers, not typical ones — but they’re the best-documented data points that exist. One additional data point below is from a podcast interview.

Student	Age at start	Time to 225	Est. total hours	Background	Worked during school?
Rose D.	20	9 months	~930	Classical piano	Quit job partway through
Abby T.	19	10 months	~1,800–2,000	Piano, sax, drums, guitar	No job
Sarah M.	22	~12 months	~1,800	Piano since age 7, teaches	3–4 part-time jobs throughout
Melody A.	20	14 months	~2,880	No instrument mentioned	No job, relocated for school
Joe S.	19	14–15 months	~1,500–1,800	Guitar	Quit job early on
Emma R.	17	16 months	~1,000–1,200	Piano, PC gaming	Part-time retail
Natalie R.	~23	19 months	~2,500–4,000	German language degree	Full-time then quit

One caveat on these numbers: self-reported practice hours tend to run about 20% high (Ericsson, Krampe & Tesch-Römer, 1993). Unless you’re logging your practice as you go, you probably overestimate yours too.

The numbers

Fast completers in the table above — young, mostly musical — finished in roughly 1,000–2,000 hours under near-ideal conditions. Cross-domain research suggests the average is higher: chess and music data point to means of 2,500–3,300 hours for comparable benchmarks.

Court reporting’s own numbers land somewhere in the middle. California requires 2,300 hours of machine shorthand instruction minimum. NCRA’s survey of high-performing schools structured 26+ hours of practice per week — over 2,600 hours across two years, not including academics.

So: around 2,000 hours if you have relevant background and can focus on training. Around 3,000 if you’re planning conservatively. The table below shows both. And under 1,000? It’s happened.

Weekly hours	Daily practice	Days/week	Years to 2,000 hours	Years to 3,000 hours
5 hrs	1 hour	5	7.7 years	11.5 years
10 hrs	2 hours	5	3.8 years	5.8 years
18 hrs	3 hours	6	2.1 years	3.2 years
24 hrs	4 hours	6	1.6 years	2.4 years
28 hrs	4 hours	7	1.4 years	2.0 years

The table doesn’t show the scary part. The research on comparable skills suggests the slow end of the distribution might run to 5,000–6,000 hours or more. The chess data suggests that for some learners, no amount of practice is sufficient. Whether that’s true in court reporting too is unknown.

Aim for two years

In a 2017 NCRA graduation rate report covering 22 programs, 42 of 86 completers finished within normal program time (roughly 2–2.3 years), 42 within 150% of that (roughly 3–3.5 years), and just 2 within 200%. Almost nobody finishes after the 3–3.5 year mark. College of Marin’s court reporting program coordinator put it plainly: “the longer a student remains in a court reporting program, the less likely it becomes that he or she will ever qualify to sit for licensure.”

Plan to finish in two years. Three years is workable. Beyond that, the data gets bleak fast.

Plus, Project Steno offers the James T. DeCrescenzo Merit Awards — $1,000 for reaching 140 WPM within one year, another $1,000 for reaching 225 WPM within two.

So how long does it take? Now you know as much as anyone does.

Not everyone who starts will finish. But if you can make this work — really make it work — don’t let this post be the reason you don’t try. The hours are real. So is the career. If you can find the time, get to work with me.

If the hours don’t work for your life, voice writing is an alternate path worth researching.

Most professional credentials test something easier than the skill itself.
Court reporting doesn’t.

When a reporter passes the certification exam, the skill and the test are the same thing: capturing speech at 225 words per minute. Passing it means something.

That sounds obvious. But most professions don’t work this way.

The nursing illusion

The NCLEX-RN — nursing’s licensing exam — is multiple choice. 91% of first-time U.S.-educated candidates pass.

But when Dorothy del Bueno started testing new nurses differently, the numbers collapsed. Her Performance Based Development System showed nurses video clinical scenarios and asked them to identify problems and produce intervention plans — not pick from four options, but respond like a nurse. In 2001, only 35% demonstrated acceptable competency. Kavanagh and Szweda expanded the study to over 5,000 new graduates from 140+ programs across 21 states. Only 23% were acceptable. By 2020, it was 9%.

Ninety-one percent pass the multiple-choice test. Nine percent can perform.

And the gap didn’t narrow over two decades of awareness. It widened. Nursing education’s response was not to reform clinical training but to question the test that made them look bad.

You can major in a language and not speak it

Elvira Swender administered 501 official oral proficiency interviews to third- and fourth-year language majors at five liberal arts colleges — students about to graduate with a degree in the language. The results: 53% scored below the professional threshold (ACTFL Advanced Low, equivalent to ILR 2 / CEFR B2). Even Spanish — the easiest case for Americans — came in at 57% below. They could order dinner and discuss their weekend. They could not come close to conducting a professional conversation.

The finding has been replicated across languages and decades, consistently showing that traditional classroom instruction alone doesn’t produce professional-level speakers.

Fields that choose honesty instead, starting with interpreting

Some fields choose honesty instead. Their numbers look more like stenographic court reporting’s.

Court interpreters work in real time — consecutive, simultaneous, and sight translation, all under oath. Two Middlebury Institute students recently passed the Federal Court Interpreter Certification Exam — one on her fourth attempt. She described the passing rate as “under 20 percent,” and her classmates spoke of it “in hushed and terrified tones.”

This isn’t one school’s problem. A survey of 18 conference interpreting programs — think the UN — found that schools admit roughly 24% of applicants, and only 56% of those admitted complete the program. From application to graduation, about 13% make it through.

ASL interpretation shows the same pattern — 85-90% pass the NIC knowledge exam, but only 25-30% pass the performance exam.

Air traffic control: hard skill, real infrastructure

Like steno, ATC is a skill nobody walks in knowing. There’s no “heritage controller” equivalent. Controllers must simultaneously track multiple aircraft, anticipate conflicts minutes ahead, and issue precise instructions in real time — all while constantly updating their mental model of the airspace. It’s a working memory task performed under time pressure, where mistakes can kill people.

Unlike court reporting, though, air traffic control has federal infrastructure behind it. Trainees are screened for aptitude before training starts and paid from day one — $22.61/hour plus housing and meal allowances — so they can focus entirely on learning instead of working a second job. And the Federal Aviation Administration (FAA) has commissioned detailed attrition research tracking outcomes by cohort, facility type, and screening method.

The numbers are still stark. Academy washout: roughly 30%, historically 40-50%. Facility-level on-the-job training attrition: 20-30%. Overall pipeline from Academy to fully certified controller: 40-50% make it through. That’s what honest measurement looks like when the institution invests in its pipeline.

What court reporting does have

Court reporting doesn’t have federal infrastructure. It doesn’t screen for aptitude, pay its students, or fund longitudinal research. What it does have are graduates who proved they can do something rare — because the test and the skill are the same thing.

What would it look like if it had the rest too?

Nobody signs up for an Ironman — a 140-mile swim/bike/run race — without rearranging their life first. The average participant spends seven months training 18 to 30 hours a week. If you don’t have the time, you don’t sign up.

Stenographic court reporting asks for similar hours — but over years, not months. NCRA’s survey of its highest-performing schools found they expected 10 to 26 or more hours of practice per week. And it’s a motor skill — the hours have to be consistent, not crammed.

Steno feels like something you can squeeze in — you’re sitting at a desk, not leaving for a three-hour bike ride. So students skip the rearranging, and end up putting in Couch to 5K hours hoping for Ironman results, practicing in 15-minute spurts between meetings or half-asleep after bedtime. You wouldn’t train for an Ironman that way. It doesn’t work for steno either.

Who can find the hours?

The average Ironman finisher is male (75%), married (63%), over 40, with a household income around $345,000 in today’s dollars. Nearly half have children at home. The Saturday long ride happens because someone else is handling them. The Tuesday track workout happens because someone else started dinner.

The person who finds Ironman-level hours is not the person who drops everything when the school nurse calls. He’s married to that person. The typical court reporting student IS the one cutting practice short to pick up the sick kid.

The time audit

Whether you’re considering court reporting or already enrolled and wondering why you’ve stalled, log your time for a week in half-hour blocks. Look for where the practice hours are going to come from. Here’s my bet on what you’ll find:

	No kids	Kids + generous childcare & outsourcing	Kids, no childcare
Not working	Clear path. Days are yours to structure.	Doable with reliable daily coverage.	Hard. Time on paper, none of it usable.
Part-time work	Manageable. Evenings arrive in blocks.	Tight. Every disruption hits practice and work.	Very hard. Something gives — usually practice.
Full-time work	Doable, but relentless. Most of your free time is practice, for years.	Hard. Clean hours exist but there aren’t many of them.	No.

Two things can shift the math:

Aptitude makes up for a lot. If steno clicks for you neurologically, you need fewer hours to make the same progress. But you can’t count on it.

Health is what you’ll be tempted to trade. But sleep is when motor skills consolidate, and sleep debt fuels the test anxiety that so many steno students already struggle with. It’s a worse trade than it seems.

If the table puts you in a hard cell, voice writing is worth looking into — it’s a shorter training path.

The slow fade

If you’re already in a program and the lower right of the table describes your life, you may recognize this: you practice when you can. Your practice hours are scattered and short. You plateau at 120 WPM and stay there for a year, telling yourself next semester will be different.

But if you’re not giving anything up to make room for practice, you already know how this ends. You just haven’t admitted it yet.

Court reporting’s 85% dropout rate isn’t mainly about stenography being hard. It’s about who’s attempting it.

Who’s enrolling

College of Marin’s program self-assessment describes their students: predominantly female, many re-entering the workforce after a life change like a divorce, many already holding four-year degrees, choosing court reporting over graduate school. Most court reporting programs are open enrollment and online, so this profile likely reflects the student population broadly, and it matches what I’ve observed in my own program and in court reporting communities online.

The baselines and the gap

Let’s look at graduation rates for different groups.

The top of the range: career changers with degrees. How do similar students do in other multi-year programs?

Program	Completion rate	Notes
STEM master’s	66% within 4 years	CGS pilot study, 5 institutions
All graduate programs (by field)	53–81%	NBER Texas study: education programs lowest (53%), law highest (81%); master’s overall ~61% (NASFAA)

Even the lowest-completing graduate field (education, 53%) finishes at more than three times the rate of court reporting programs. For a career changer with a bachelor’s degree and minimal other risk factors, 66% is a conservative baseline.

The penalty for risk factors. The NCES tracks completion rates for undergraduates by how many “nontraditional” characteristics they carry:

• Delayed enrollment (didn’t start college right after high school)
• Part-time attendance
• Working full-time
• Having dependents
• Being a single parent
• Financial independence (No family financial safety net)
• Entering without a standard high school diploma

Each one lowers completion rates, and they stack. A separate study of 600,000 Tennessee students found that working students were about 20% less likely to complete their degrees than similar non-working peers, with the effect concentrated above 15 hours per week, so I’d conclude that working part-time 15 or more hours per week also counts.

Nontraditional status	Completion rate (any credential, 5 years)
Traditional (0 risk factors)	64%
Minimally nontraditional (1 factor)	52%
Moderately nontraditional (2–3 factors)	41%
Highly nontraditional (4+ factors)	33%

Source: NCES, BPS 1989–90 cohort — the most recent national data using this framework.

These numbers are for first-time undergraduates, not students returning with a degree — no equivalent national data exists for that population. But it’s reasonable to assume these risk factors don’t become less disruptive just because you already have a bachelor’s. Note that traditional students with zero risk factors complete at 64% — close to the 66% baseline from master’s programs above. So if you already have a degree, you can also use this table as a rough guide to your starting odds given risk factors.

The bottom of the range: students without degrees. Court reporting also enrolls community college students without a prior credential — high school graduates, GED holders, people with some college. For them, the baseline is already low: community college full-time students complete at 30% within 8 years; part-time at 16%.

Putting it together. Court reporting’s student body is a mix of these populations. The top end — young degree-holding career changers with stable life circumstances supported by their parents — should complete at roughly 66%. The bottom end — no prior degree, multiple risk factors — might expect 16–30%. Most court reporting students are stacking multiple risk factors even when they have degrees — working, parenting, financially stretched. A reasonable estimate for the weighted average might be somewhere in the 30–50% range.

The actual rate is 14.4%.

A student body that might be expected to complete at 30–50% completes at 15%. That gap is steno’s challenges.

Why this matters

Much of the 85% attrition was likely going to happen regardless of the subject matter.

Some students are fighting steno. Some are fighting their lives. Most are fighting both — but the two problems need different solutions. The student with no kids and no job who drops out — that’s probably about steno. The working parent who drops out might have become a capable stenographer under different circumstances.

The career’s genuine appeal creates a recruiting mismatch. Court reporting’s real advantages — flexible schedule, remote work potential, high income — naturally attract nontraditional students. But the career’s flexibility for working reporters is the opposite of what becoming a reporter requires: years of intensive, consistent daily practice.

Structural interventions could move the needle significantly. The research from other fields is clear: high attrition in nontraditional populations responds to structural support. CUNY’s ASAP program nearly doubled community college graduation rates through a randomized controlled trial using wraparound support — tuition gap coverage, free textbooks, intensive advising, cohort structures. The model was replicated at three community colleges in Ohio with similar results, and it cost the institutions less per degree because students finished faster. If a meaningful portion of court reporting’s attrition is demographic rather than skill-based, similar programs could help.

What you can do with this

If you’re thinking about enrolling, figure out which game you’re playing. If your main risk factors are demographic — working full-time, kids, financially stretched — then your first question isn’t whether you can learn steno. It’s whether you can create the conditions under which learning steno is possible. The next post in this series walks through how to answer that question.

If your life circumstances are already conducive to studying, your question is whether you have the cognitive and motor learning profile steno demands. That’s a harder question, and one I’ll explore in future posts.

And if the timeline is the dealbreaker: voice writing programs often report shorter training timelines and higher completion rates. It’s accepted in most states, though the on-the-ground reality varies. Worth looking into.

Court reporting has a massive workforce shortage, and fewer than 15% of students who start a stenographic court reporting program complete it. Remarkably little systematic research has examined what predicts who finishes and who doesn’t.

The field has practical wisdom, but it’s limited. The most common advice — practice more, believe in yourself, stay positive — is light on specifics and heavy on willpower. Meanwhile, cognitive science has a lot to say about how people acquire complex motor skills: why distributed practice beats cramming, how sleep consolidation affects skill retention, and what age means for learning. Almost none of this has made it into the court reporting conversation.

Other fields have already made this connection. Noa Kageyama’s Bulletproof Musician applies performance psychology and motor learning research to music practice. Evidence-based coaching has transformed training in sports from climbing to BJJ. The chess world has been a laboratory for expertise research since the 1960s. In each case, connecting practitioner knowledge to underlying science confirmed some of what good teachers already knew, challenged other common advice, and gave learners a framework for understanding why certain approaches work.

We can do the same thing for court reporting. It has an objective, continuous performance measure (words per minute at an accuracy threshold), massive unexplained variance in completion times, a diverse student population, and well-defined cognitive demands: processing speed, working memory, phonological awareness, motor chunking, dual-task management. The raw material is all there. It just needs someone to assemble and explain it.

This blog is my attempt to start.

Who I am

I’m a former software engineer turned steno student, in the theory phase of learning Magnum Steno, practicing 2–4+ hours daily. I’m also the mother of two young children.

I started researching motor learning to optimize my own practice and found it spoke directly to questions steno students ask every day.

I’m not a neuroscientist. But I read papers carefully, cite sources, and distinguish between what evidence shows and what I’m speculating. Where there are answers, I’ll share them. Where there are gaps, I’ll name them.

If you’re a prospective or current student, this blog will give you a research-grounded framework for making decisions about your training — not just “keep practicing and stay positive” but why certain approaches work and how to figure out what’s limiting your progress.

— Sarah Nguyen