Two kinds of result are kept apart.
- Upper bound: what has been achieved, the best measured gain or the most complete description.
- Lower bound: a limit, a negative result, or a finding that something did not work.
Q1. The order and kinds of sections
| Upper bound |
Kuteeva 2015 |
Move analysis of 22 pure-mathematics articles from 5 authors, with interviews |
counts of headings and moves per article |
| Upper bound |
Graves 2013 |
Macrostructure analysis of 30 pure and applied articles |
presence or absence of IMRD sections |
| Lower bound |
Kuteeva 2015 |
The same corpus |
no single prototype: notation, background and endings vary widely |
Caveat: both corpora are small, and the 22 articles come from only five authors in four fields.
Q2. Where the main results go
| Upper bound (descriptive) |
Kuteeva 2015 |
Corpus count |
21 of 22 openings announce the principal findings |
| Upper bound (advice) |
Halmos 1970, Krantz 2017, Tao 2026a, Tao 2026b, Ramdas 2026 |
Expert advice |
none; the guides agree |
| Lower bound (advice) |
Ilmavirta 2015 |
Q/A thread |
none; one answer postpones proofs in long papers and holds that circularity is easy to check |
| Lower bound |
none found |
|
no experiment varies the position of the main theorem and measures readers |
Q3. How a single proof is laid out
| Upper bound (format) |
Lamport 2012 |
20 years of practice with numbered hierarchical proofs, plus a machine-checked appendix |
anecdotes of errors found; no reader test |
| Upper bound (format) |
Dijkstra 2000, Gries 1993 |
Calculational proofs with a hint per step |
none; design argument |
| Lower bound |
Lamport 1995 |
Report of reactions |
skeptical checkers liked the format, skimmers did not |
| Lower bound |
Lamport 2012 |
Report of one referee |
the long structured proofs were found tedious |
Q4. Does the layout change comprehension?
| Upper bound (any intervention) |
Hodds 2014 |
Randomised, self-explanation training of the reader, not of the text |
d = 0.95 in the lab; smaller in a classroom study of 107 first-year students: d = 0.41 immediately, d = 0.35 delayed (Alcock 2015) |
| Upper bound (text format) |
Fuller 2014 |
Randomised, Leron-style structured versus linear proof |
better at identifying a good summary |
| Lower bound (text format) |
Fuller 2014 |
The same study |
somewhat worse on justifications, transfer and examples, mostly not significant |
| Lower bound (text format) |
Roy 2017b |
Randomised, e-Proof versus textbook, N = 49 (21 and 28; F(1,47) = 5.659, p = .021 for time by group) |
no immediate gain; worse retention after two weeks |
| Lower bound (text format) |
Lew 2020 |
Randomised, generic versus traditional proof |
no difference |
The largest measured gain found here comes from teaching the reader to self-explain, not from changing the proof's format.
No study found tests Lamport's numbered format, as distinct from Leron's, on readers.
Q5. Explicit dependencies between results
| Upper bound |
mathlib 2020 |
Every dependency of every result checked by a proof assistant |
machine check |
| Upper bound |
leanblueprint (Massot 2026), used for PFR |
Each statement declares the labels it uses; a graph is drawn and coloured |
completion of the graph; about 40 projects list it |
| Upper bound (tool) |
Uskuplu 2026 |
Dependency graph drawn from LaTeX, no formalisation |
none: no user study |
| Upper bound (argument) |
Tao 2026c |
Reasoned example: unused facts burden the reader's memory |
none; design argument |
| Lower bound |
Tao 2023 |
Case report |
the written proof had omitted hypotheses that only formalisation exposed |
| Lower bound |
none found |
|
no study of whether a dependency graph helps a human reader |
How comprehension is measured today
| Seven-dimension test |
Mejia-Ramos 2012 |
a score per local and holistic dimension |
| Validated multiple-choice tests |
Mejia-Ramos 2017 |
short reliable tests for named proofs |
| Comparative judgement of summaries |
Davies 2020 |
a reliable holistic score without a rubric |
| Eye tracking |
Inglis 2012 |
dwell time on formulae versus words; look-backs between lines |
| Delayed post-test |
Roy 2017b |
retention after two weeks, where e-Proofs lost |
Most adopted versus best evidence
The two records are defined in the method.
The two records are held by different practices.
| Abstract and theorem styles |
amsart rules, enforced by AMS 2017, EMS 2026, LMS 2021 |
none; rules of form, untested |
| Where the main results go |
introduction states them (21 of 22 openings; every guide) |
none; no experiment |
| Layout of a proof |
linear paragraphs |
Fuller 2014, a trade-off |
| Dependencies |
a list of labels in blueprints (about 40 projects) |
none for human readers |
| Raising comprehension |
not adopted: self-explanation training |
Hodds 2014, d = 0.95 (Experiment 1) |