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  1. How many hours does it take for the average child to memorize the $10\times 10$ addition table?
  2. How many school years does it take for the average child to memorize the $10 \times 10$ addition table?
  3. How many hours does it take for the average child to memorize the $10\times 10$ multiplication table?
  4. How many school years does it take for the average child to memorize the $10 \times 10$ multiplication table?
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    $\begingroup$ Welcome to ME.SE. Are you interested in children or adults, and a setting where they only try to memorize the table, or a usual school setting where there is usually more they are trying to learn? $\endgroup$
    – Tommi
    Jun 2, 2019 at 11:01
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    $\begingroup$ @Tommi Brander: I am interested in children only because people memorize the tables when they are children. The "how many school years" questions imply "a usual school setting where there is usually more they are trying to learn". The "how many hours" questions imply only taking into account the moments "where they only try to memorize the table" not taking into account the moments where they do other stuff like learn division or learn history and geography. $\endgroup$
    – TimesTable
    Jun 2, 2019 at 11:17
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    $\begingroup$ I'm interested in the memorize component of this question. Wolfram|Alpha suggests, for instance, that the average "computing time" for $6+7$ is age-dependent, ranging from $6.3$ seconds at age $6$ to $1$ second at age $18$. What true memorization is in this context may vary by individual or age group, and certainly would by how it is measured. $\endgroup$
    – Nick C
    Jun 2, 2019 at 18:50
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    $\begingroup$ I don't recall ever having to memorize the addition table. Perhaps we were supposed to memorize it, I don't know (and I don't know how it could have been tested), but I'm pretty sure I only knew a handful of them and did others using "ticks" I discovered on my own, such as adding 9 is adding 10 and subtracting 1, adding 8 is adding 10 and subtracting 2, adding 4 and 7 is "3 and 7 and one more", etc. And this was before calculators appeared schools, so it's not as if I didn't do a lot of non-calculator calculations (indeed, I did a huge amount on my own, playing around with numbers). $\endgroup$ Jun 2, 2019 at 20:32
  • $\begingroup$ I'll put this "answer" as a comment. It's not based on any real data, but is what I imagine to likely be true (and it might be entirely wrong). But no one else has answered any of the questions, so... To answer the question: for $10\times 10 $ multiplication table... anywhere between $20$ hours and $200$ hours, spread out over the course of $1$ to $5$ years of regular "drilling", which should really be a combination of instant recall, finding shortcuts, and speed training. Probably, "hours spent" is inversely correlated with "general aptitude/ability at maths". $\endgroup$ Dec 9, 2022 at 23:04

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When/where I grew up in California, ordinary second-graders (7 - 8 year-olds) were expected to learn the times tables well enough to answer randomly chosen problems without writing anything down or looking anything up; but 100 percent accuracy was more of a hope than an expectation. Flashcards, mental shortcuts, and other memorization aids were used.

By the end of fourth grade (10 year-olds), above-average students were expected to be able to see, recognize, and write down the correct answer to randomly chosen times table problems in 2 - 3 seconds with 97 - 100 percent accuracy. The problems were randomly chosen between 0 x 0 and 12 x 12.

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Assuming that the German "Kerncurriculum" (actually, there are 16 of them, one for each federal state. I'm referring to the one from Lower Saxony) for primary school is at least somewhat tailored for the "average person": at most two years, because at the end of second grade, pupils are supposed to

state the addition table (up to 10) and confidently derive the inverse operations

and

state the multiplication table (up to 10), confidently derive the inverse operations and the results of further problems.

While I have no idea what the last part ("further problems") is supposed to mean, the additions "derive inverse operations" is a hint that the tables should be thoroughly memorized by the end of second grade. Because I think that the memorization does not start straightaway from day one, less than two years is a reasonable estimate.

Sources for the translated expectations:

Die Schülerinnen und Schüler geben die Zahlensätze des kleinen 1 + 1 automatisiert wieder und leiten deren Umkehrungen sicher ab.

Die Schülerinnen und Schüler geben die Kernaufgaben des kleinen 1 x 1 automatisiert wieder und leiten deren Umkehrungen und die Ergebnisse weiterer Aufgaben ab.

Kerncurriculum für die Grundschule, Mathematik, Niedersachsen, 2006.

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