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So I am a researcher by trade in this field, got a PhD, and develop these kinds of stats (at a more local level). I also have taught basic adult literacy for about 15 years. I think the poster was likely referring to an NCES stat.
We tend to think of adults with low English literacy as people who dropped out of school or never went. We also tend to think "illiterate" is binary, you can read or you can't. But the definition is based around grade-level reading (what can you identify and synthesize from standardized text in English in a given time frame) and inclusive of a broader population. We're talking about people who can't pick up a copy of USA today and tell you the main idea of a front-page article. They can drive, they can work, etc. So they get along and this issue get ignored.
For example, some stats on illiteracy will count "non-participants" among those who can't read/write, but this includes people in the study with cognitive disabilities or language barriers to the point that they can't take the reading test. The share of U.S. adults who are functionally illiterate in English includes some non-native English speaking adults and also a couple generations of folks with reading diasbilities who passed through school, AND people who didn't read for myriad other reasons.
I have tutored older adults learning to read/write for many years and have met a lot of people who ran businesses or raised families or worked full careers before learning to read. Adaptable and clever bunch. And even many U.S.-born native English speakers who got shuffled through high school despite serious disadvantage and/or disabilities.
Purely anecdotal, but I know someone who is a tenured professor at a university that will flat out refuse to answer any question that has too much supporting detail around it. As in, if you say "for this part of the assignment, I'm doing..." and proceed to describe your attempt at problem solving over four or five sentences, asking if what you've done is correct or close to it, and he will simply respond with "there's too much here to unpack, sorry," and refuse to answer the question. But if you do it in person, like verbally read out the same paragraph you wrote, he can understand and answer it. There's other things, too. He can type out simple sentences, but has a very poor grasp of spelling, frequently getting very simple words wrong (think different versions of there, their, and they're). It's genuinely baffling how he got to that point, but he also hasn't ever really published material and it kinda makes sense why. Dude has a doctorate in a STEM field and I think the reason for that is that he can understand mathematics, but literally can't understand complex writing. Any idea that takes more than a single sentence to explicate just evaporates out of his head.
I do have to wonder how he ever got through his doctorate. Reading is like the second most important skill for physicists, and writing isn't too far down the list either. Maybe it's different for mathematicians and/or other stem fields, but unless he's a super-genius, he'd be confronted to the need to read articles/material at some point, no?