02 / 05 · Cognitive Drive

Beta · 12–30 Hz

Ogata Kōrin's Rough Waves: cresting waves in ink and gold across a two-panel folding screen
Active focus
  1. AttentionA finite budget
  2. SwitchingWhat interruptions cost
  3. MemoryWhat pressure erodes first

Rough Waves, Ogata Kōrin, ca. 1704–9The Met, CC0

  1. Learn
  2. Practise
  3. Keep

Focus under pressure workshop

Cognitive Drive

Attention is finite. Spend it on the work.

Cognitive Drive is for people doing demanding work at speed. It covers attention as a finite resource, what interruptions and switching cost, the memory systems pressure erodes first and deep-work structures that survive a full calendar.

The five bandsBeta marked · Standard EEG bands, fast to slow · Not to scale
  1. Gamma30–100 Hz
  2. Beta12–30 Hz
  3. Alpha8–12 Hz
  4. Theta4–8 Hz
  5. Delta0.5–4 Hz

Faster, smallerSlower, larger

Who it is for

For people carrying too much at speed.

Leaders with back-to-back calendars, creatives working to deadlines, teams interrupted every few minutes. Their attention goes on switching and recovery instead of the work.

  1. Leaders and teams with back-to-back calendars
  2. Creative and analytical work done to deadlines
  3. Roles where interruptions arrive every few minutes

Beta · 12–30 Hz

01 / The scienceBeta · 12–30 Hz · Active focus

Every switch costs
attention and accuracy.

Focus under pressure is a question of load: how much working memory holds, what each switch costs and how a memory survives a day of interruptions.

Memory under pressureFour memory systems under a working day’s pressure · Simplified sequence
Trace strengthErrors creep inSleep
  1. 01

    Attention

    What is attended to can be encoded. What is not, is not.

    PressureInterruptions and task switching

  2. 02

    Encoding

    New information becomes a trace, strongest when it is understood and connected.

    PressureDivided attention and overload

  3. 03

    Consolidation

    Traces stabilise over hours and days, much of that during sleep.

    PressureShort sleep and no breaks

  4. 04

    Recall

    The trace is rebuilt each time it is recalled. Errors creep in there.

    PressureStress and time pressure

The ribbon’s width shows how much of a memory trace survives. It is a schematic and carries no measured values. Each system has its own literature. The session goes into the two that pressure erodes first: attention and consolidation.

The evidence

Open a finding to read what was measured, where it stops and where it was published.

  1. Working memory holds about four things

    Cowan N (2001)

    Reviewing decades of experiments, Cowan argues that the capacity of focused attention is about four chunks of information at once, lower than the seven often quoted.

    LimitA capacity estimate for a laboratory construct, not a rule about how many projects a person can run.

    SourceCowan N (2001), Behavioral and Brain Sciences 24(1): 87–114

  2. Short interruptions double errors

    Altmann EM, Trafton JG, Hambrick DZ (2014)

    In a laboratory sequence task, interruptions averaging 2.8 seconds doubled the rate of errors in the order of steps, and interruptions of 4.4 seconds tripled it.

    LimitErrors on the step after the interruption, in a controlled task. It is a mechanism, not a measure of any workplace's error rate.

    SourceAltmann EM, Trafton JG, Hambrick DZ (2014), Journal of Experimental Psychology: General 143(1): 215–226

  3. Task switching carries a cost

    Monsell S (2003)

    Switching between tasks slows responses and raises errors compared with repeating a task, and part of that cost remains even when people have time to prepare for the switch.

    LimitA review of laboratory switching paradigms. The size of the cost depends on the tasks.

    SourceMonsell S (2003), Trends in Cognitive Sciences 7(3): 134–140

  4. Interruptions cost stress and effort

    Mark G, Gudith D, Klocke U (2008)

    In an experiment with interrupted office tasks, people completed interrupted work in no more time than uninterrupted work, but reported more stress, frustration, time pressure and effort.

    LimitA controlled study of 48 participants on an email task. It shows the compensation and its price, not a general rule.

    SourceMark G, Gudith D, Klocke U (2008), CHI 2008: 107–110

Beta is the rhythm of active focus and of ordinary wakefulness. The band names the workshop. More beta does not mean better work, and we promise no productivity figure.

02 / The sessionIn person · Live online

What the session covers

Four topics from the catalogue, each with an exercise on the team's own deadlines and tools.

  1. 01

    Attention as a finite resource, and how to budget it

    In the roomDraw a real day as a budget, hour by hour, and mark where attention went on switching rather than on work.

  2. 02

    Managing cognitive load under deadline pressure

    In the roomTake a live piece of work and offload it: write out the steps, close the open loops, decide what working memory holds and what the page holds.

  3. 03

    Memory systems: encoding, consolidation, recall

    In the roomFollow one piece of information from a meeting to recall a week later, and find where the day lost it.

  4. 04

    Deep-work structures that survive a full calendar

    In the roomDesign a protected block the team can defend, with the rules for interruptions agreed before the first one arrives.

Formats

Cognitive Drive runs as a keynote on its own or shares a half or full day with another theme.

  1. Keynote

    One theme

    A keynote brings the science, the stories and the practical tools to a conference stage or a town hall.

  2. Half-day workshop

    One or two themes

    A half-day makes time to practise, and it is the format most teams start with.

  3. Full-day training

    Several themes

    A full day works through exercises with your team's real cases on the table.

Every format runs both ways. Online sessions are designed for a remote audience, not compressed from the live version. Share your headcount and we will recommend a format. Compare the formats

03 / After the roomWhat outlasts the session

What you keep

  1. An attention budget

    A way of reading a calendar as a budget, so the team can see where focus is being overspent before the week does.

  2. Load-management habits

    Writing out, batching and closing loops, rehearsed on real work in the room.

  3. A deep-work agreement

    One protected structure the team keeps, with the rules for interruptions agreed together.

Questions

About this workshop

The questions teams ask about Cognitive Drive before they book. Questions about workshops in general are answered on the catalogue page.

Is this a time-management course?

No. It is about attention, load and memory, taught from the research. Some of the agreements a team makes look like time management from outside, but the reasoning behind them is the point.

Will the session make people faster?

We promise no productivity figure. The evidence is that interruptions and switching cost accuracy and raise stress; what a team does with that is a decision it makes in the room.

Is Cognitive Drive suitable for a leadership team?

Yes. Leaders carry the heaviest switching load and set the interruption norms for everyone else, so the session often lands hardest there.

Can it be combined with another theme?

Yes. A full day commonly runs Cognitive Drive in the morning and Mental Clarity or Sleep Science in the afternoon.

Your next step

Bring Cognitive Drive
to your team.

Enquire about this workshop

Tell us about your team, the format and the date you have in mind. The form opens with this workshop already named.