General 17 min read

One App Instead of Ten

MMNMNOTE
note-takingapp-switchingcontext-switchingtool-sprawlconsolidationsingle-sourceeditorial-essay

One app instead of ten is not a minimalist pose. It is arithmetic. The cost of a fleet of note tools is not the price of each app — it is the toll charged every time a thought has to cross from one to the next, paid in the only currency a note exists to protect: uninterrupted attention.

The toll is measured. In a 2022 study published in Harvard Business Review, researchers Rohan Narayana Murty, Sandeep Dadlani, and Rajath B. Das tracked 137 users across 20 teams at three Fortune 500 companies and found that workers "toggled between different apps and websites nearly 1,200 times each day."1 Each individual switch is cheap — "the cost of a switch is little over two seconds" — but reorienting after them cost "just under four hours a week," or roughly 9% of their time at work, about five working weeks a year, lost in the seams.1 A note is the thing most often born in those seams. It is written between the meeting and the email, captured between the highlight and the journal. Spread the places it can land across ten apps, and you have not built a system. You have built a tax, and the meter runs every time you reach for the next tool.

What the next app is supposed to fix

Most note-takers believe the next app will finally hold the piece the last one dropped. A reader for highlights, a journal for mornings, a project tool for work, a wiki for everything else. Each is adopted in good faith. Each promises to be the missing room in a house that never feels finished.

The belief is reasonable on its face. A specialized tool does its one job well, and ten specialists sound stronger than one generalist. The trouble is that note-taking is not ten jobs. It is one act — turning a half-formed thought into a sentence that holds — performed in ten places. Asana's Anatomy of Work Index found the average knowledge worker now switches between nine apps a day, and that 56% feel they must respond to a notification the instant it arrives.2 The house has too many doors, and every one of them rings.

Why ten specialized apps fail the thinker

Ten apps fail because the thought a note serves rarely fits inside one. The quote lives in the reader, its project in the task app, the half-idea connecting them in the journal — and assembling the three costs more attention than any of them saved. Fragmentation is not a nuisance around the work. It is the work, redirected into logistics.

The redirection has a price tag the research keeps confirming. David Meyer, the University of Michigan psychologist whose experiments defined the modern study of switching costs, put it bluntly to the American Psychological Association: "even brief mental blocks created by shifting between tasks can cost as much as 40 percent of someone's productive time."3 Forty percent is not a rounding error. It is the difference between a thinking practice and a maintenance habit.

The frequency makes it worse. Gloria Mark and Victor González, studying information workers for their 2005 paper "No Task Left Behind?", found that people spent on average about three minutes on a task before switching, and that once a working sphere was interrupted — which happened to 57% of them — the original task was resumed the same day only about 77% of the time, after roughly 25 minutes and more than two intervening tasks.4 A note system scattered across ten apps manufactures those interruptions on purpose: every capture is a switch, every retrieval a small expedition. Mark's later field research, measuring participants' heart rates while they worked, found the cost is physiological too. "The faster the switching," she said, "the higher the stress is as measured by heart rate variability."5 The fragmented note-taker is not only slower. They are more tired, and they did it to themselves one app at a time.

The recovery cost compounds the switching cost. A joint study by Qatalog and Cornell University's Ellis Idea Lab, published in 2021, found that after toggling to a different digital app it takes about 9.5 minutes on average to get back into a productive workflow, and that context-switching between tools hampers productivity for 45% of the 1,000 workers surveyed.6 Nine and a half minutes to re-enter a thought you left thirty seconds ago. Multiply that by a day of crossings between ten tools, and the fleet of specialists has quietly become a full-time job of its own.

What one app instead of ten does instead

One app instead of ten replaces the tax with a habit. When every note shares one destination, capture stops being a routing decision and becomes a reflex — there is nowhere to choose, so the choosing ends. The thought that needed three apps now assembles in one place. Consolidation is not deprivation. It removes friction the tools invented.

The mechanism is a single source of truth, the same principle that engineering teams apply to data and that a thinker can apply to a note: one authoritative home that every other context refers back to, rather than ten partial copies no one trusts. Sönke Ahrens, whose How to Take Smart Notes systematized the slip-box method for a generation of writers, names the standard precisely: "A good note-taking system is simple, well thought out and helps you to stay focused on what really counts: Reading, Thinking and Writing."7 Simple is not a downgrade from powerful. For a note, simple is the power — it is what keeps the tool from becoming the project.

This is where consolidation and ownership meet, and where the case for digital minimalism in note-taking becomes concrete rather than philosophical. A note that lives in one durable, portable format — plain text you can read on any device — outlives the app that made it. A note split across ten proprietary tools inherits the lifespan of the weakest one and the export policy of the least generous. One home is not only calmer to think in. It is the only arrangement where the thinking, and the file that holds it, both survive.

What to do this week

Consolidating to one app instead of ten is four moves, none of which requires buying anything: name the single home, route every new note there for thirty days, retire the tools that nothing missed, and keep the survivor in a format you own. Each can be started today, and the first costs nothing but a decision.

  1. Name the single home. Pick the one place you will send every new note — not the most powerful app, the one you actually open. The criterion is reflex, not feature count. A tool you reach for without thinking beats a tool you have to remember to use.
  2. Route everything there for thirty days. Send every capture to that one home and nowhere else. Leave the others installed but unused. Thirty days is long enough to feel which apps you genuinely miss and which you merely had.
  3. Retire what nothing missed. At the end of the month, the apps you never reached for are your answer. Export their contents into the survivor and close the accounts. The toggling tax falls the moment the doors do.
  4. Keep the survivor portable. Store your notes in plain text you can read anywhere, on your own device. Portability is what turns "one app for now" into "one practice for good," because the format outlasts the tool.

These four moves cost no money and add no software. The point was never a smaller toolbox. It was a return of the four hours a week the toggle study found we lose reorienting — the toolbox quietly spending it.1

Who should keep more than one app

One app instead of ten is the wrong prescription for two readers: the professional whose work genuinely demands distinct, specialized systems, and the person who has not yet built any note habit at all. Honest exceptions are the cost of being trusted, so both deserve naming before the rule is applied.

If your work requires separate tools by necessity — a researcher whose reference manager, lab notebook, and citation library are distinct by design, or a clinician whose documentation system is mandated and audited — then consolidation is not a virtue — it is a hazard. The friction is the price of the work, and the right number of apps is whatever the work actually needs. The argument here is against accidental sprawl, not against the nine apps a day a specialist's work may legitimately demand.2

And if you are early in building any note habit, do not begin by subtracting. Adopt one place, use it honestly for a quarter, and notice when the second and third apps stop adding anything. Consolidation is a discipline you grow into once you have a practice worth protecting. The goal was never fewer tools for their own sake. It was attention, kept whole, in the one place a thought goes to become a sentence.

The case, restated

One app instead of ten recovers the hours the fleet was spending — the conviction that a note kept in one durable home beats the same note scattered, copied, and half-forgotten across a workspace that pings. The toll on attention is the real cost of each added app: nearly four hours a week.1 Keep the one place you think.


If a single, durable home for your thinking is what you want next, MNMNOTE (mnmnote.com) lives in your browser — markdown in, markdown out, stored locally on your own device, no account, and nothing to configure before you write.

Frequently asked questions

Is using multiple note-taking apps actually a problem?

It can be. The harm is rarely any single app — it is the toll charged crossing between them. A thought split across a reader, a journal, and a task tool rarely reassembles. The Harvard Business Review toggle study found workers switch apps nearly 1,200 times a day and lose almost four hours a week reorienting.1

How many note-taking apps should I use?

For most people, one. The aim is a single home where every note lands without a routing decision, so capture becomes reflex rather than a choice between tools. Specialists who genuinely need separate, mandated systems are the exception. Sönke Ahrens' rule applies: a good system is "simple, well thought out," focused on reading, thinking, and writing.7

Why is switching between apps so tiring?

Because each switch carries a cognitive and physiological cost. Psychologist David Meyer found that shifting between tasks "can cost as much as 40 percent of someone's productive time."3 Gloria Mark's heart-rate research adds that "the faster the switching, the higher the stress."5 Ten apps multiply the switches, so the fatigue is structural, not personal.

How long does it take to refocus after switching apps?

Longer than the switch itself. A Qatalog and Cornell study found it takes about 9.5 minutes on average to get back into a productive workflow after toggling to a different app.6 Gloria Mark and Victor González found an interrupted task takes roughly 25 minutes and more than two intervening tasks to resume.4 The recovery is the hidden tax.

What is the difference between this and "taking fewer notes"?

Fewer notes is about how much you capture; one app instead of ten is about how many places you capture into. They are related but distinct. You can write very few notes across ten scattered tools and still pay the full toggling tax. Consolidating the tools first is what makes calmer capture possible afterward.

Won't consolidating to one app mean losing useful features?

Usually not the ones that matter. A single home is the place a thought reliably lands, not the app with the longest feature list. Most specialized features duplicate what a plain note already does. You keep the tools your work genuinely requires and stop maintaining the ones that only promised to help.

Where should I start tomorrow?

Open the note app you actually reach for most. For the next thirty days, send every new note there and nowhere else. At month's end, the apps you never opened are your answer — export and retire them. The goal is not an empty toolbox; it is the four hours a week the toolbox was spending.


Footnotes

  1. Murty, R. N., Dadlani, S., & Das, R. B. (August 29, 2022). "How Much Time and Energy Do We Waste Toggling Between Applications?" Harvard Business Review. Study of 20 teams, 137 users, across three Fortune 500 companies for up to five weeks (3,200 days of work): workers "toggled between different apps and websites nearly 1,200 times each day"; spent "just under four hours each week reorienting themselves after toggling — roughly 9% of their time at work"; "five working weeks, or 9% of their annual time at work"; "the cost of a switch is little over two seconds." https://hbr.org/2022/08/how-much-time-and-energy-do-we-waste-toggling-between-applications. Figures corroborated verbatim via the AAPL/Physician Leaders reprint, https://www.physicianleaders.org/articles/how-much-time-and-energy-do-we-waste-toggling-between-applications, and Reworked, https://www.reworked.co/collaboration-productivity/too-many-collaboration-apps-are-bogging-employees-down/. Accessed 2026-06-03. ↩ ↩2 ↩3 ↩4 ↩5

  2. Asana. Anatomy of Work Index. The average knowledge worker switches between nine apps a day; 56% of workers feel they must respond to notifications immediately. Figures cited via Asana's "Context Switching" resource, https://asana.com/resources/context-switching. Accessed 2026-06-03. ↩ ↩2

  3. American Psychological Association. "Multitasking: Switching costs." Quoting David Meyer (University of Michigan): "even brief mental blocks created by shifting between tasks can cost as much as 40 percent of someone's productive time." Research by Joshua Rubinstein, Jeffrey Evans, and David Meyer. https://www.apa.org/topics/research/multitasking. Accessed 2026-06-03. ↩ ↩2

  4. Mark, G., González, V. M., & Harris, J. (2005). "No Task Left Behind? Examining the Nature of Fragmented Work." Proceedings of ACM CHI 2005, Portland, OR (April 2–7, 2005): 321–330. DOI: 10.1145/1054972.1055017. As reported in the paper: people spent on average about three minutes on a task before switching; 57% of working spheres were interrupted; an interrupted task was resumed the same day about 77% of the time, "but took 25 minutes on average to get there and passed through more than two intervening tasks on the way." Stable anchor: https://doi.org/10.1145/1054972.1055017; author PDF: https://ics.uci.edu/~gmark/CHI2005.pdf. (Note: the widely circulated "23 minutes 15 seconds" figure is not in this paper and is deliberately not used here; the paper's own ~25-minute/two-intervening-tasks finding is cited instead.) Accessed 2026-06-03. ↩ ↩2

  5. Mark, G. (2023). Attention Span: A Groundbreaking Way to Restore Balance, Happiness and Productivity. Hanover Square Press. Quote — "the faster the switching, the higher the stress is as measured by heart rate variability" — verified verbatim (truncated from "we see a correlation that the faster the switching…") against the Q&A with Gloria Mark, Annie Duke, https://annieduke.substack.com/p/q-and-a-with-gloria-mark-author-of. Accessed 2026-06-03. ↩ ↩2

  6. Qatalog & Cornell University's Ellis Idea Lab (2021). Workgeist Report '21. It takes about 9.5 minutes on average to get back into a productive workflow after toggling to a different digital app; context-switching hampers productivity for 45% of 1,000 workers surveyed; workers spend nearly one hour a day looking for information across apps. The 9.5-minute figure is carried by Conclude, https://conclude.io/blog/context-switching-is-killing-your-productivity/, and the primary report, https://assets.qatalog.com/language.work/qatalog-2021-workgeist-report.pdf; the 45%/1,000-workers figure via Construction Dive, https://www.constructiondive.com/news/app-switching-enterprise-productivity-software-qatalog/602654/. Accessed 2026-06-03. ↩ ↩2

  7. Ahrens, S. (2017). How to Take Smart Notes: One Simple Technique to Boost Writing, Learning and Thinking. Quote — "A good note-taking system is simple, well thought out and helps you to stay focused on what really counts: Reading, Thinking and Writing." Verified verbatim against the author's official page, https://www.soenkeahrens.de/en/takesmartnotes. Accessed 2026-06-03. ↩ ↩2