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Battery guide

Working Memory and Learning Battery guide

Working memory span and load, with associative learning, in four tests.

Guide version
1.0.0
Battery version
1.0.0
Research use only

ConductCognition, https://conductcognition.com/batteries/memory-profile/guide

Back to the battery

On this page

  1. What it measures
  2. Tests in order
  3. Time and devices
  4. How to give it
  5. How each test is scored
  6. Session quality rules
  7. Published norms used
  8. How to cite

What it measures

Who it is for: Memory-focused academic studies.

It measures Working memory span, Working memory load and Associative learning.

Working memory: Holding and updating information for a few seconds.

Episodic memory: Learning material and later recalling or recognizing it.

Scores describe how a person performs on these tasks. Research use only.

Tests in order

The tests run in this order. A study started from the battery keeps the order and the settings.

1. Digit Span Test. Measures verbal working memory capacity by asking participants to recall sequences of digits in forward and backward order.

2. 1-Back Task. Measures working memory by requiring participants to indicate whether the current stimulus matches the one presented N items ago.

3. 2-Back Task. Measures working memory by requiring participants to indicate whether the current stimulus matches the one presented N items ago.

4. Paired Associate Learning. Measures visuospatial episodic memory by asking participants to learn and recall the locations of patterns hidden in boxes on a grid.

Tests in order
OrderTestDomainTime
1Digit Span TestWorking memory5 to 7 minutes
21-Back TaskWorking memory3 to 4 minutes
32-Back TaskWorking memory3 to 4 minutes
4Paired Associate LearningEpisodic memory6 to 8 minutes

Time and devices

Allow about 19 minutes for the whole battery. The table gives each test's time.

The battery has timed tests. Participants need a desktop or laptop with a mouse or trackpad, and the timed tests run in full screen. Tablets and phones cannot run it.

On a desktop or laptop the screen must be at least 1024 by 700 pixels.

Participants need Chrome, Edge, Firefox or Safari.

Time and devices
TestTimingDevices
Digit Span TestUntimedDesktop or laptop, tablet or phone
1-Back TaskTimedDesktop or laptop
2-Back TaskTimedDesktop or laptop
Paired Associate LearningUntimedDesktop or laptop, tablet or phone

How to give it

Start a study from the battery in the app. The tests, their order and their settings are already set and stay fixed. If you change, reorder or customize a test, the study becomes a custom study and no longer carries the battery.

Each test opens with its instructions. Participants see these:

Digit Span Test: You will see a sequence of digits shown one at a time. After the sequence, type the digits in the order you saw them (forward) or in reverse order (backward).

1-Back Task: You will see a series of letters. Press the SPACEBAR if the current letter is the SAME as the one shown immediately before it (1 back). Otherwise, do not press anything.

2-Back Task: You will see a series of letters. Press the SPACEBAR if the current letter is the SAME as the one shown TWO items ago (2 back). Otherwise, do not press anything.

Paired Associate Learning: Boxes will open one at a time to reveal patterns. Remember which pattern is in which box. When a pattern appears in the center, click the box where you saw it.

How to give it
StepBefore you invite participants
1Decide whether demographics are required for normative comparison.
2Pilot the full battery to check fatigue and dropout risk.
3Plan raw-trial export review if you need trial-level analysis.

How each test is scored

The server scores each test when the participant finishes it. The primary score is the one the app compares with a norm. The other scores are reported with it.

Every result records its scoring version. For this battery they are Digit Span Test 1.0.0, 1-Back Task 1.0.0, 2-Back Task 1.0.0 and Paired Associate Learning 1.1.0.

How each test is scored
TestScoreWhat it isBetter
Digit Span TestForward Span (primary)Longest digit sequence correctly recalled in forward order. Primary capacity measure.Higher is better
Digit Span TestBackward SpanLongest digit sequence correctly recalled in reverse order. Null if backward phase not included.Higher is better
Digit Span TestTotal ScoreForward span + backward span. Composite working memory measure.Higher is better
Digit Span TestLongest ForwardSame as forward span. Maximum sequence length achieved.Higher is better
Digit Span TestLongest BackwardSame as backward span. Maximum reverse sequence length achieved.Higher is better
1-Back TaskOverall Accuracy (proportion)Proportion of all trials (targets + non-targets) correctly classified.Higher is better
1-Back TaskHitsNumber of targets correctly identified (pressed spacebar on match).Higher is better
1-Back TaskMissesNumber of targets missed (failed to press on match).Lower is better
1-Back TaskFalse AlarmsResponses to non-target stimuli (pressed spacebar on non-match).Lower is better
1-Back TaskCorrect RejectionsNon-target stimuli correctly ignored.Higher is better
1-Back Taskd-Prime (primary)Signal detection sensitivity: Z(hit rate) - Z(false alarm rate). Primary measure of working memory discriminability.Higher is better
1-Back TaskHit RT (ms)Average reaction time on correct target detections.Lower is better
2-Back TaskOverall Accuracy (proportion)Proportion of all trials correctly classified. Typically lower than 1-Back due to increased demand.Higher is better
2-Back TaskHitsNumber of 2-back matches correctly identified.Higher is better
2-Back TaskMissesNumber of 2-back matches missed.Lower is better
2-Back TaskFalse AlarmsIncorrect responses to non-match stimuli.Lower is better
2-Back TaskCorrect RejectionsNon-match stimuli correctly ignored.Higher is better
2-Back Taskd-Prime (primary)Signal detection sensitivity. Primary measure. Expected to be lower than 1-Back d-prime in the same individual.Higher is better
2-Back TaskHit RT (ms)Average reaction time on correct 2-back match detections.Lower is better
Paired Associate LearningTotal Errors (primary)Patterns not placed correctly across all stages and attempts: a click on the wrong box, or no click within 30 seconds. Primary measure of learning efficiency.Lower is better
Paired Associate LearningTotal TrialsTotal number of pattern placement attempts across all stages.Lower is better
Paired Associate LearningFirst Trial Memory ScoreNumber of stages where all patterns were correctly placed on the first attempt. Measures immediate memory strength.Higher is better
Paired Associate LearningStages CompletedNumber of stages passed in order, each by an attempt that placed every pattern correctly within the maximum attempts.Higher is better
Paired Associate LearningTime-outsPatterns with no box chosen within 30 seconds. Each also counts as an error.Lower is better
Paired Associate LearningMean Response Latency (ms)Average time to select a box location after pattern presentation.Informational

Session quality rules

The app checks every session when it scores it and records one of four states.

An Invalid session stays in the study's results, labelled with its reason, and does not count toward norms.

A session can carry warnings and still be valid. The results list the warnings next to the scores.

Session quality rules
StateWhat it means
Norm-readyThe session passed every check and a norm exists for it, so the app can show a percentile.
Raw-onlyThe scores are usable, but the app shows no percentile. Typical reasons are no norm for the test, changed settings, or a warning that makes a comparison unfair, such as a restart or a screen too short for the display.
Invalid technicalThe setup broke the timing or the task. Examples are leaving full screen, a browser tab that lost focus during a timed test, and long pauses.
Invalid behavioralThe responses suggest the task was not done as asked. Examples are a failed attention check, repeated switching away from the task, and accuracy at or below chance on a choice task.

Published norms used

No published norm is used for any test in this battery.

ConductCognition also builds norms from its own participants. An age band of a test uses them once it holds at least 50 valid sessions on the same device and input type, run with standard settings and scored with the current scoring version. Sessions from paying customers' studies and from clinical or patient samples do not count.

A report shows a percentile only when the app has stored one for that session. Otherwise it shows the raw scores.

How to cite

ConductScience, Inc. Working Memory and Learning Battery guide, version 1.0.0. ConductCognition. https://conductcognition.com/batteries/memory-profile/guide

Cite the guide version you used. Name the battery version (1.0.0) and the scoring versions listed in this guide.

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