

Founder of Arcanomy
Ph.D. engineer and MBA writing about wealth psychology, financial clarity, and why most money advice misses the point.
Subscribe for more insights, tips, and updates, straight to your inbox.
We respect your privacy and will never share your information.
He thought his mother had been robbed.
Sixty thousand dollars had become thirty-nine. Sitting in a conservative retirement fund, the chart showed nothing but slow, steady decline. No obvious fees. No crashes. No withdrawals he could find. Just a quiet, relentless bleed that had been going on since 2014 without anyone noticing.
He was right that something was wrong. He was completely mistaken about what it was.
The fund was JALRX, a John Hancock lifestyle conservative fund. He found the ticker buried in the account documents and started pulling the transaction history. That's where the story changed.
Three line items. Spread across 2017, 2018, and 2019. Each labeled with the same two words.
"Normal Distribution."
Ten thousand dollars in 2017. Six thousand in 2018. Fifteen thousand in 2019. Thirty-one thousand dollars total, gone across three years. His mother had no memory of taking any of it out.
The account hadn't been robbed. The money had left through the front door, in transactions she had authorized, in language she never understood well enough to recognize as withdrawals.
Your retirement statement speaks a language built for the IRS, not for you.
When you withdraw money from a traditional IRA or 401(k) after age 59½, the IRS classifies it as a "Normal Distribution." That's the literal terminology on Form 1099-R, Box 7, Code 7 [1]. It means: standard, expected, penalty-free withdrawal. The IRS uses "normal" to distinguish it from early withdrawals (which carry a 10% penalty) and other special-case distributions.
That language belongs on a tax form. But many custodians mirror the same terminology on their transaction history screens, confirmation letters, and account PDFs. So when you open your statement and see "Normal Distribution: $10,000," you're reading IRS compliance language, not plain English.
The word "normal" does something specific to your brain. It signals routine. Expected. Nothing to investigate.
One phrase would trigger alarm. The other triggers a yawn. That gap is where families misdiagnose the problem.
The system isn't hiding anything. It's built for auditors and handed to families.
Here's what made this story genuinely confusing, even after the withdrawals were found.
The total taken out ($31,000) was larger than the total apparent loss on the chart ($21,000). How do you withdraw more than the account lost?
The answer: the fund was working the whole time. Market gains partially offset the withdrawals. Here's the reconciliation:
| Amount | |
|---|---|
| Starting balance (approx. 2014) | $60,000 |
| Withdrawals (2017-2019) | -$31,000 |
| Implied net market gain (gains minus fees) | +$10,000 |
| Ending balance | $39,000 |
The implied net gain is the number you get when you account for all withdrawals and compare beginning to ending balance. It tells you the fund wasn't failing. It was growing. The chart looked like a slow bleed because cash kept leaving, not because the investment was collapsing.
That's a meaningful distinction. A fund that loses money needs a different response than a fund that returned gains while cash exited through transactions the account holder forgot she had made.
This is the part that doesn't fit neatly into a "here's what to do" framework, but it's the heart of the story.
We extend trust to financial institutions and then we stop watching. A statement that arrives and doesn't scream feels like permission to relax. That's not laziness. That's how trust operates in practice.
Behavioral finance researchers call it the Ostrich Effect: we avoid information that might confirm something bad, because not knowing feels more comfortable than knowing for sure [2]. A statement written in IRS compliance language is a statement most people will file without reading.
Four out of five Americans aged 60 to 75 failed a basic retirement income literacy quiz in a 2020 survey by The American College of Financial Services [3]. Not a trick exam. Basic questions about retirement income.
The 2024 TIAA Institute-GFLEC Personal Finance Index found that U.S. adults answered only about half of personal finance questions correctly, with retirement literacy among the weakest areas [4].
These aren't people who didn't care. Most of them saved. Many of them filed every statement in a folder. They just couldn't read what the statements were telling them.
When an adult child steps in to help an aging parent with finances, the instinct is to diagnose the fund first. Bad performance. High fees. Predatory advisor. That instinct is understandable. A chart showing twelve years of decline looks like damage. The natural response is to find something to blame.
But you can't diagnose a money problem you haven't translated yet. Reading a retirement statement without knowing what "normal distribution," "expense ratio," "basis," and "share balance" mean is like describing someone else's symptoms to a doctor without knowing the patient's history. You might get lucky. You're more likely to get the wrong answer.
The SEC launched its Plain English initiative in 1998, arguing that investor documents should be written in language ordinary people can understand [5]. A 2013 GAO report found that retirement plan disclosures still failed to meet federal plain-language guidelines more than a decade later [6]. The gap between what the industry produces and what families can actually read has never fully closed.
Run a translation session. Pull up the most recent retirement statement for yourself or a parent. Every term you don't recognize, look it up directly on the IRS website or the 1099-R code list. "Normal distribution IRS definition." "Code 7 1099-R." Build a one-page plain-English translation. It takes 30 minutes and replaces years of confusion.
Match withdrawals to memory. Find every "Normal Distribution" line item in the transaction history. Write down the date and amount. Then have the conversation: "Do you remember taking out $10,000 in 2017?" You're not interrogating anyone. You're rebuilding a timeline the statement never made clear.

Separate the vocabulary problem from the money problem. Before you blame a fund, an advisor, or a fee structure, account for every withdrawal first. Subtract those from the starting balance, add back any market gains, subtract fees. That's your real performance number. In this case, once the withdrawals were accounted for, the fund had actually generated gains. The chart looked broken. The underlying investment wasn't.
He went back through the statements. Found the three entries. The math resolved. The fund was fine. The withdrawals were real. She had simply never connected the phrase "normal distribution" to money she had taken out, because nothing in the statement told her to.
Your statement isn't lying to you. It's just not speaking your language.
That's worth fixing before the next one arrives.
Internal Revenue Service. (2023). Instructions for Forms 1099-R and 5498 (p. 15, Box 7 Distribution Codes). IRS. https://www.irs.gov/pub/irs-pdf/i1099r.pdf
Galai, D., & Sade, O. (2006). The "Ostrich Effect" and the relationship between the liquidity and the yields of financial assets. The Journal of Business, 79(5), 2741-2759. https://doi.org/10.1086/505250
The American College of Financial Services. (2020, September 15). Americans left guessing for their golden years: Four out of five older Americans fail retirement income literacy survey. https://www.theamericancollege.edu/knowledge-hub/press/americans-left-guessing-for-their-golden-years-four-out-of-five-older-americans-fail-retirement-income-literacy-survey
TIAA Institute & Global Financial Literacy Excellence Center. (2024, April). The 2024 TIAA Institute-GFLEC Personal Finance Index. https://gflec.org/wp-content/uploads/2024/04/TIAA_GFLEC_Report_PFin_April2024_07.pdf
U.S. Securities and Exchange Commission. (1998). A plain English handbook: How to create clear SEC disclosure documents. SEC. https://www.sec.gov/pdf/handbook.pdf
U.S. Government Accountability Office. (2013, November 21). Private pensions: Clarity of required reports and disclosures could be improved (GAO-14-92). GAO. https://www.gao.gov/products/gao-14-92