We didn't invent any of this.

Eight published papers sit under the four things Shelf does. For each one: what they did, what they found, and what Shelf takes from it. Figures are tied to the experiment they came from, because several of these papers contain more than one.

These studies tested the methods. None of them tested Shelf. We'll publish our own numbers in October, good or bad, and they will sit on this page next to these.

01

It asks you questions instead of storing your highlights.

Highlighting feels like work and leaves almost nothing behind. Pulling an idea back out of your own head is the part that lasts.

Improving Students' Learning With Effective Learning Techniques: Promising Directions From Cognitive and Educational Psychology

Dunlosky, J., Rawson, K. A., Marsh, E. J., Nathan, M. J., & Willingham, D. T.
2013 · Psychological Science in the Public Interest, 14(1), 4–58
What they did

Five researchers reviewed ten of the most common study techniques and rated each one on how broadly the evidence supports it.

What they found

Practice testing and distributed practice were the two rated high utility. Summarisation, highlighting, the keyword mnemonic, imagery for text learning and rereading were all rated low utility.

A review of the literature, not a single experiment, so there is no pooled effect size to quote.

doi.org/10.1177/1529100612453266

Retrieval Practice Produces More Learning than Elaborative Studying with Concept Mapping

Karpicke, J. D., & Blunt, J. R.
2011 · Science, 331(6018), 772–775
What they did

Students studied science texts either by building concept maps or by practising retrieving the material from memory, then sat a short-answer test a week later.

What they found

In Experiment 1 (80 students), retrieval practice scored 0.67 against concept mapping's 0.45 on the one-week test. In Experiment 2 (120 students), 84% of students did better after retrieval practice, while 75% had predicted concept mapping would serve them as well or better.

The 84% and 75% figures are Experiment 2 only. They are the interesting half: the method that worked was the method students expected to work least.

doi.org/10.1126/science.1199327
02

It debriefs you while the chapter is still fresh, and makes you say it back.

Rereading feels better on the day and costs you the week. Explaining something in your own words is what moves it from recognised to understood.

Test-Enhanced Learning: Taking Memory Tests Improves Long-Term Retention

Roediger, H. L., III, & Karpicke, J. D.
2006 · Psychological Science, 17(3), 249–255
What they did

Students read prose passages and then either studied them again or were tested on them, with a final recall test after five minutes, two days or a week.

What they found

In Experiment 2, students who studied four times recalled 83% of the ideas after five minutes against 71% for students who studied once and were tested three times. A week later the order reversed: 40% for the repeat studiers, 61% for the tested group. Experiment 1 shows the same reversal on a simpler design, 81% against 75% at five minutes and 42% against 56% after a week.

The five-minute result is the reason this is hard to act on alone. Rereading genuinely does feel like it is working, on the day you do it.

doi.org/10.1111/j.1467-9280.2006.01693.x

Eliciting Self-Explanations Improves Understanding

Chi, M. T. H., de Leeuw, N., Chiu, M.-H., & LaVancher, C.
1994 · Cognitive Science, 18(3), 439–477
What they did

Eighth graders read a text about the circulatory system. One group was prompted to explain each sentence to themselves as they went; the other read the same text twice with no prompting.

What they found

The prompted group understood more of the material afterwards, and the gap was widest on the questions that needed inference rather than recall.

A small study, 24 students in total. It is here because it is the origin of the idea, not because it settles anything on its own.

doi.org/10.1207/s15516709cog1803_3
03

It makes you leave with one plan, in your own words, with a when and a where.

Deciding to do something and deciding when you will do it are not the same decision, and only one of them survives the week.

Implementation intentions and effective goal pursuit

Gollwitzer, P. M., & Brandstätter, V.
1997 · Journal of Personality and Social Psychology, 73(1), 186–199
What they did

Across three studies, people with a goal either specified in advance when and where they would act on it, or held the goal without such a plan.

What they found

In Study 1, among goals the participants themselves rated difficult, 62% of those who had formed a specific plan completed them against 22% of those who had not. In Study 2, 12 of 17 students with a plan wrote an assigned report in the two days after Christmas Eve, against 6 of 19 without one.

Study 2's cells are small, 17 and 19 people. The direction is the point, not the precision.

doi.org/10.1037/0022-3514.73.1.186

Implementation Intentions and Goal Achievement: A Meta-Analysis of Effects and Processes

Gollwitzer, P. M., & Sheeran, P.
2006 · Advances in Experimental Social Psychology, 38, 69–119
What they did

The two authors pooled the accumulated experimental work on if-then plans and measured the overall effect on whether people reached their goals.

What they found

Across 94 independent tests, forming an if-then plan had a positive effect of medium-to-large size on goal attainment, d = .65.

doi.org/10.1016/S0065-2601(06)38002-1
04

On Thursday, it asks whether it happened.

Being checked on is not nagging. It is the single most reliable ingredient in the interventions that work.

Does Monitoring Goal Progress Promote Goal Attainment? A Meta-Analysis of the Experimental Evidence

Harkin, B., Webb, T. L., Chang, B. P. I., Prestwich, A., Conner, M., Kellar, I., Benn, Y., & Sheeran, P.
2016 · Psychological Bulletin, 142(2), 198–229
What they did

The authors gathered 138 studies covering 19,951 people, each of which randomly assigned participants either to something designed to make them monitor their progress or to a control group.

What they found

Prompting people to monitor their progress increased how often they did so, and increased goal attainment by a small-to-moderate amount, d = 0.40.

The goal-attainment figure is drawn from 18,398 of those participants; 19,951 is the total across all 138 studies.

doi.org/10.1037/bul0000025

Effective techniques in healthy eating and physical activity interventions: A meta-regression

Michie, S., Abraham, C., Whittington, C., McAteer, J., & Gupta, S.
2009 · Health Psychology, 28(6), 690–701
What they did

The authors broke 122 evaluations, drawn from 101 studies and covering 44,747 adults, into the 26 individual techniques the interventions used, then asked which techniques explained why some worked better than others.

What they found

Self-monitoring explained more of the difference between interventions than any other single technique. Interventions that combined self-monitoring with at least one other self-regulation technique averaged an effect of 0.42, against 0.26 for those that did not.

This is eating and exercise in adults, not reading. It is here for what it says about self-monitoring as an ingredient, not as evidence about books.

doi.org/10.1037/a0016136

What isn't on this page.

No participant total for Gollwitzer and Sheeran 2006. The published abstract reports 94 independent tests and an effect size, and gives no total, so neither do we.

No percentages for Chi and colleagues 1994. The paper is real and the finding is real, but the figures were only reachable through a posted copy of a study of 24 students, so it is described in words.

No claim that any of this has been demonstrated for Shelf itself. It hasn't. That is what the closed beta is for.

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