NCT04344028

Brief Summary

The present study addresses whether placebo effects can possibly account for previous findings in the field, as well as ascertains whether placebo-based mechanisms can be deliberately harnessed for impact. The design is a 2 (positive expectations/negative expectations) x 2 (true cognitive training intervention x control cognitive training intervention) Randomized Controlled Trial (RCT). Participants will be recruited from site-affiliated participant pools or email lists. Participants will first undergo a pre-test battery where various cognitive abilities are assessed via computerized programs. They will also fill out various surveys about personality traits/internal dispositions that may predict the extent to which they are susceptible to placebo effects. After pre-testing, participants will be randomized to an expectations group (positive/negative) and a training protocol (active/control). Participants are then given their group appropriate expectation script. In the positive expectations group, participants receive training described as having previous research supporting its use as a method to enhance cognitive abilities. In the negative expectations group, participants receive training described as having previous research suggesting that it is unlikely to change cognitive abilities or may even decrease cognitive abilities. The participants will then be given instructions regarding how to do their training task. Participants will be asked to complete 10 sessions of training within 15 days. The active training will be a standard working memory (N-back) training task. The control training will be a trivia/quiz training task. After they have completed 10 sessions, participants will complete a "mid-test" session to undergo a battery of perceptual/cognitive tasks. Participants will be told that the perceptual/cognitive tests are identical to those that they took at pre-test. However, in reality, for participants in the "positive expectations" groups, these will be altered to actually be easier than they were at pre-test. For participants in the "negative expectations" groups the tasks will be made more difficult. Participants will then be asked to complete another set of 10 training sessions on their devices within 15 days before completing the post-test. The post-test will be identical to the pre-test. All participants will then be extensively debriefed (e.g., all deceptions will be made clear). On a separate day, participants will then complete a second post-test that is identical to the pre-test and first-post test.

Trial Health

87
On Track

Trial Health Score

Automated assessment based on enrollment pace, timeline, and geographic reach

Enrollment
287

participants targeted

Target at P75+ for not_applicable

Timeline
Completed

Started May 2020

Typical duration for not_applicable

Geographic Reach
1 country

3 active sites

Status
completed

Health score is calculated from publicly available data and should be used for screening purposes only.

Trial Relationships

Click on a node to explore related trials.

Study Timeline

Key milestones and dates

First Submitted

Initial submission to the registry

April 7, 2020

Completed
7 days until next milestone

First Posted

Study publicly available on registry

April 14, 2020

Completed
27 days until next milestone

Study Start

First participant enrolled

May 11, 2020

Completed
2.2 years until next milestone

Primary Completion

Last participant's last visit for primary outcome

August 9, 2022

Completed
Same day until next milestone

Study Completion

Last participant's last visit for all outcomes

August 9, 2022

Completed
2 months until next milestone

Results Posted

Study results publicly available

October 20, 2022

Completed
Last Updated

May 6, 2025

Status Verified

October 1, 2022

Enrollment Period

2.2 years

First QC Date

April 7, 2020

Results QC Date

August 26, 2022

Last Update Submit

April 29, 2025

Conditions

Keywords

Cognitive Training

Outcome Measures

Primary Outcomes (12)

  • Proportion of Correct Targets Identified Minus False Identifications in the n-Back Task

    The n-Back Task is a measure of working memory. The participant is sequentially shown a series of letters and is asked to indicate whether the current letter matches the letter presented "n" items before. The n levels range between 1- and 3-back. Each level of n-back has 17-19 letters, with 5 target letters. The dependent measure is the proportion of correctly identified targets minus the proportion of incorrectly identified non-targets. Scores range from 0-1. Higher scores indicate better performance.

    post-test 1 at 25 days, post-test 2 at 34 days

  • Number of Correctly Recalled Letter Sets in the O-Span Task

    The O-Span Task is a measure of working memory. In each trial, the participant is alternately presented with a simple math equation and a letter and then is asked to recall the sequence of letters in order. The participant will complete 15 trials, which vary between 3-7 math problem/letter pairs. The dependent measure is the total number of letters in correctly recalled trials. Scores range from 0 to 75. Higher scores indicate better performance.

    post-test 1 at 25 days, post-test 2 at 34 days

  • Difference in Response Time Between Switch Trials and Non-switch Trials (Switch Cost) in the Task Switching Task

    The Task Switching task is a measure of cognitive flexibility. On each trial, participants view a letter and a digit. The location of the pair instructs the participants to either categorize the letter as a consonant or vowel or else categorize the digit as even or odd. Trials can be either "non-switch trials" - in which the participant is asked to perform the same task as on the previous trial - or "switch trials" - in which the participant is asked to perform the opposite task as on the previous trial. The participant will complete 48 trials. A "switch cost" is calculated by subtracting the average response time for non-switch trials from the average response time for switch trials (milliseconds). Lower scores indicate better performance.

    post-test 1 at 25 days, post-test 2 at 34 days

  • Difference in Response Time Between Switch Trials and Non-switch Trials (Switch Cost) in the Countermanding Task

    The Countermanding task is a measure of cognitive flexibility. Participants are presented with two types of stimuli on either the right or the left side of the screen and are required to tap on one of two buttons on either the same side as the stimulus or on the opposite side of the stimulus. Trials can be either "non-switch trials" - in which the participant is asked to perform the same task as on the previous trial - or "switch trials" - in which the participant is asked to perform the opposite task as on the previous trial. The participant will complete 48 trials. A switch cost is calculated by subtracting the average response time for non-switch trials from the average response time for switch trials (in milliseconds). Lower scores indicate better performance.

    post-test 1 at 25 days, post-test 2 at 34 days

  • Threshold of Response Time in the Useful Field of View (UFOV) Task

    The UFOV is a measure of visual selective attention. Participants are briefly presented with a display consisting of 24 items (3 on each of the four radial spokes and the four obliques; evenly spaced). One of the items is a target, while the remaining items are distractors. The participants' task is to indicate upon which of the 8 spokes the target appeared. The display times vary between 16-500ms. The task uses an adaptive staircase procedure, in which the display times increase or decrease based on the participant's performance, to calculate the participant's response threshold in milliseconds. Lower threshold scores indicate better performance

    post-test 1 at 25 days, post-test 2 at 34 days

  • Difference in Response Time of Compatible Trials and Incompatible Trials in the Attentional Network Task (ANT)

    The ANT is a measure of visual selective attention. On each trial, participants view a center arrow that faces either left or right. The arrow can be flanked on either side by either response compatible arrows (i.e., arrows facing in the same direction as the center arrow) or response incompatible arrows (i.e., facing the other direction). The participants' task is to indicate the direction that the center arrow is pointing. Participants will complete 96 trials. The compatibility effect is calculated by subtracting the average response time of compatible trials from the average response time of incompatible trials (in milliseconds). Lower scores indicate better performance.

    post-test 1 at 25 days, post-test 2 at 34 days

  • Proportion of Correct Responses on the Mental Rotation Task

    The mental rotation task is a measure of spatial cognition. Each trial displays two 2-D images, and the participant is asked whether the image on the right is a rotated version or a mirror-reserved and rotated version of the image on the left. The participant will complete 36 trials.

    post-test 1 at 25 days, post-test 2 at 34 days

  • Proportion of Correct Responses in the Paper Folding Task

    The Paper Folding task is a measure of mental rotation. Participants are shown 2-4 images depicting a piece of paper being folded with a hole being punched after the last fold. The participant is asked to imagine and indicate what the paper would look like unfolded. The participant will complete 10 trials.

    post-test 1 at 25 days, post-test 2 at 34 days

  • Proportion of Correct Responses in Raven's Advanced Progressive Matrices Task

    Raven's Advanced Progressive Matrices task is a measure of fluid intelligence. The participant is presented with a grid of elements with one of the elements missing and is asked to identify the missing element that completes the grid pattern. The participant will complete 14 trials.

    post-test 1 at 25 days, post-test 2 at 34 days

  • Proportion of Correct Responses in the UC Matrix Reasoning Task

    The UC Matrix Reasoning task is a measure of fluid intelligence. The participant is presented with a grid of elements with one of the elements missing and is asked to identify the missing element that completes the grid pattern. The participant will complete 16 trials.

    post-test 1 at 25 days, post-test 2 at 34 days

  • Proportion of Correct Responses in the Mill-Hill Vocabulary Scale

    In this vocabulary task, participants are asked to select the appropriate synonym for a target word among several alternatives for 25 words.

    post-test 1 at 25 days, post-test 2 at 34 days

  • Proportion of Correct Responses in the Shipley Institute of Living Scale

    Participants will complete Part I of the Shipley Institute of Living Scale, which is a measure of vocabulary. Participants are asked to select the appropriate synonym for a target word among several alternatives for 15 words.

    post-test 1 at 25 days, post-test 2 at 34 days

Study Arms (4)

True Cognitive Training Placebo

EXPERIMENTAL

Participants will receive a positive expectation message (e.g., "Previous research has shown that training with this program improves performance on other tasks.") and will complete approximately 7 hours of a cognitive training program that has previously been shown to improve cognition.

Behavioral: True Cognitive Training ProgramBehavioral: Positive Expectation Induction

True Cognitive Training Nocebo

ACTIVE COMPARATOR

Participants will receive a negative expectation message (e.g., "Previous research has shown that training with this program decreases performance on other tasks.") and will complete approximately 7 hours of a cognitive training program that has previously been shown to improve cognition.

Behavioral: True Cognitive Training ProgramBehavioral: Negative Expectation Induction

Control Cognitive Training Placebo

PLACEBO COMPARATOR

Participants will receive a positive expectation message (e.g., "Previous research has shown that training with this program increases performance on other tasks.") and will complete approximately 7 hours of control training program that has not previously been shown to improve cognition.

Behavioral: Control Cognitive Training ProgramBehavioral: Positive Expectation Induction

Control Cognitive Training Nocebo

SHAM COMPARATOR

Participants will receive a negative expectation message (e.g., "Previous research has shown that training with this program decreases performance on other tasks.") and will complete approximately 7 hours of control training program that has not previously been shown to improve cognition.

Behavioral: Control Cognitive Training ProgramBehavioral: Negative Expectation Induction

Interventions

The training program is a personal device-based adaptive version of a visual N-back task.

True Cognitive Training NoceboTrue Cognitive Training Placebo

The training program is a personal device-based adaptive version of a knowledge task (control).

Control Cognitive Training NoceboControl Cognitive Training Placebo

The message given to the participants emphasizes that the given training results in a positive change in cognitive abilities.

Control Cognitive Training PlaceboTrue Cognitive Training Placebo

The message given to the participants emphasizes that the given training results in a negative change in cognitive abilities.

Control Cognitive Training NoceboTrue Cognitive Training Nocebo

Eligibility Criteria

Age18 Years+
Sexall
Healthy VolunteersYes
Age GroupsAdult (18-64), Older Adult (65+)

You may qualify if:

  • Self-reported normal or corrected-to-normal vision
  • No known neurological impairments (this includes any neurological impairments that would negatively impact participants' ability to perform perceptual or cognitive tasks or to complete long-term cognitive training; this could include neurological damage due to stroke in various brain areas; seizure conditions that would preclude the ability to view flashing images; motor control issues that preclude the ability to respond via button presses; etc.).
  • Access to the internet, a computer, and a hand-held device, such as a cell phone or tablet (online version only)

You may not qualify if:

  • Self-reported non-normal or non-corrected-to-normal vision
  • Neurological impairments
  • No access to the internet, a computer, or a hand-held device (online version only)

Contact the study team to confirm eligibility.

Sponsors & Collaborators

Study Sites (3)

University of California, Irvine

Irvine, California, 92697, United States

Location

University of California, Riverside

Riverside, California, 92521, United States

Location

University of Wisconsin - Madison

Madison, Wisconsin, 53706, United States

Location

Related Publications (28)

  • Jaeggi SM, Studer-Luethi B, Buschkuehl M, Su Y, Jonides J, Perrig WJ. The relationship between n-back performance and matrix reasoning - implications for training and transfer. Intelligence. 2010; 38: 625-635.

    BACKGROUND
  • Jaeggi SM, Buschkuehl M, Jonides J, Shah P. Short- and long-term benefits of cognitive training. Proc Natl Acad Sci U S A. 2011 Jun 21;108(25):10081-6. doi: 10.1073/pnas.1103228108. Epub 2011 Jun 13.

    PMID: 21670271BACKGROUND
  • Conway AR, Kane MJ, Engle RW. Working memory capacity and its relation to general intelligence. Trends Cogn Sci. 2003 Dec;7(12):547-52. doi: 10.1016/j.tics.2003.10.005.

    PMID: 14643371BACKGROUND
  • Unsworth N, Heitz RP, Schrock JC, Engle RW. An automated version of the operation span task. Behav Res Methods. 2005 Aug;37(3):498-505. doi: 10.3758/bf03192720.

    PMID: 16405146BACKGROUND
  • Strobach T, Frensch PA, Schubert T. Video game practice optimizes executive control skills in dual-task and task switching situations. Acta Psychol (Amst). 2012 May;140(1):13-24. doi: 10.1016/j.actpsy.2012.02.001. Epub 2012 Mar 14.

    PMID: 22426427BACKGROUND
  • Davidson MC, Amso D, Anderson LC, Diamond A. Development of cognitive control and executive functions from 4 to 13 years: evidence from manipulations of memory, inhibition, and task switching. Neuropsychologia. 2006;44(11):2037-78. doi: 10.1016/j.neuropsychologia.2006.02.006. Epub 2006 Mar 31.

    PMID: 16580701BACKGROUND
  • Ball KK, Beard BL, Roenker DL, Miller RL, Griggs DS. Age and visual search: expanding the useful field of view. J Opt Soc Am A. 1988 Dec;5(12):2210-9. doi: 10.1364/josaa.5.002210.

    PMID: 3230491BACKGROUND
  • Fan J, McCandliss BD, Sommer T, Raz A, Posner MI. Testing the efficiency and independence of attentional networks. J Cogn Neurosci. 2002 Apr 1;14(3):340-7. doi: 10.1162/089892902317361886.

    PMID: 11970796BACKGROUND
  • Cooper L, Shepard R Chronometric studies of the rotation of mental images. In Visual Information Processing, W. Chase, ed. (New York, NY: Academic Press). 1973; 135-142.

    BACKGROUND
  • Lovett A, Forbus K. Modeling Spatial Ability in Mental Rotation and Paper-Folding. Proceedings of the 35th Annual Meeting of the Cognitive Science Society. 2013

    BACKGROUND
  • Raven JC, Court JH, Raven J. Manual for Raven's progressive matrices and vocabulary scales: Advanced Progressive Matrices Sets I and H. London: H. K. Lewis. 1983

    BACKGROUND
  • Pahor A, Stavropoulos T, Jaeggi SM, Seitz AR. Validation of a matrix reasoning task for mobile devices. Behav Res Methods. 2019 Oct;51(5):2256-2267. doi: 10.3758/s13428-018-1152-2.

    PMID: 30367386BACKGROUND
  • Raven J, Raven J, Court R. Mill Hill Vocabulary Scale. Oxford: Oxford University Press. 1998.

    BACKGROUND
  • Shipley WC. Shipley Institute of Living Scale. Los Angeles, CA: Western Psychological Services. 1986.

    BACKGROUND
  • Rammstedt B, John OP. Measuring personality in one minute or less: A 10-item short version of the Big Five Inventory in English and German. Journal of Research in Personality. 2007; 41: 203-212.

    BACKGROUND
  • Adams J, Priest RF, Prince HT. Achievement motive: Analyzing the validity of the WOFO. Psychology of Women Quarterly. 1985; 9: 357-369.

    BACKGROUND
  • Duckworth AL, Peterson C, Matthews MD, Kelly DR. Grit: perseverance and passion for long-term goals. J Pers Soc Psychol. 2007 Jun;92(6):1087-101. doi: 10.1037/0022-3514.92.6.1087.

    PMID: 17547490BACKGROUND
  • Poythress NG, Skeem JL, Weir J, Lilienfeld SO, Douglas KS, Edens JF, Kennealy PJ. Psychometric Properties of Carver and White's (1994) BIS/BAS Scales in a Large Sample of Offenders. Pers Individ Dif. 2008 Dec;45(8):732-737. doi: 10.1016/j.paid.2008.07.021.

    PMID: 19956339BACKGROUND
  • Dweck CS. Self-theories and goals: their role in motivation, personality, and development. Nebr Symp Motiv. 1990;38:199-235. No abstract available.

    PMID: 2130257BACKGROUND
  • Gong X, Paulson SE. Validation of the Schutte Self-Report Emotional Intelligence Scale With American College Students. Journal of Psychoeducational Assessment. 2018; 36: 175-181.

    BACKGROUND
  • Fleming SM, Lau HC. How to measure metacognition. Front Hum Neurosci. 2014 Jul 15;8:443. doi: 10.3389/fnhum.2014.00443. eCollection 2014.

    PMID: 25076880BACKGROUND
  • Stepankova H, Lukavsky J, Buschkuehl M, Kopecek M, Ripova D, Jaeggi SM. The malleability of working memory and visuospatial skills: a randomized controlled study in older adults. Dev Psychol. 2014 Apr;50(4):1049-1059. doi: 10.1037/a0034913. Epub 2013 Nov 11.

    PMID: 24219314BACKGROUND
  • Jaeggi SM, Buschkuehl M, Parlett-Pelleriti CM, Moon SM, Evans M, Kritzmacher A, Reuter-Lorenz PA, Shah P, Jonides J. Investigating the Effects of Spacing on Working Memory Training Outcome: A Randomized, Controlled, Multisite Trial in Older Adults. J Gerontol B Psychol Sci Soc Sci. 2020 Jun 2;75(6):1181-1192. doi: 10.1093/geronb/gbz090.

    PMID: 31353413BACKGROUND
  • Tsai N, Buschkuehl M, Kamarsu S, Shah P, Jonides J, Jaeggi SM. (Un)Great Expectations: The Role of Placebo Effects in Cognitive Training. J Appl Res Mem Cogn. 2018 Dec;7(4):564-573. doi: 10.1016/j.jarmac.2018.06.001. Epub 2018 Aug 3.

    PMID: 31660288BACKGROUND
  • Jaeggi SM, Buschkuehl M, Shah P, Jonides J. The role of individual differences in cognitive training and transfer. Mem Cognit. 2014 Apr;42(3):464-80. doi: 10.3758/s13421-013-0364-z.

    PMID: 24081919BACKGROUND
  • Szmalec A, Verbruggen F, Vandierendonck A, Kemps E. Control of interference during working memory updating. J Exp Psychol Hum Percept Perform. 2011 Feb;37(1):137-51. doi: 10.1037/a0020365.

    PMID: 20731517BACKGROUND
  • Rubin M. The Perceived Awareness of the Research Hypothesis Scale: Assessing the influence of demand characteristics. 2016. doi: 10.6084/m9.figshare.4315778

    BACKGROUND
  • Rabipour S, Davidson PSR. Do you believe in brain training? A questionnaire about expectations of computerised cognitive training. Behav Brain Res. 2015 Dec 15;295:64-70. doi: 10.1016/j.bbr.2015.01.002. Epub 2015 Jan 12.

    PMID: 25591472BACKGROUND

Results Point of Contact

Title
Dr. C. Shawn Green
Organization
University of Wisconsin - Madison

Study Officials

  • Aaron Seitz, PhD

    University of California, Riverside

    PRINCIPAL INVESTIGATOR
  • Susanne Jaeggi, PhD

    University of California, Irvine

    PRINCIPAL INVESTIGATOR

Publication Agreements

PI is Sponsor Employee
No
Restrictive Agreement
No

Study Design

Study Type
interventional
Phase
not applicable
Allocation
RANDOMIZED
Masking
DOUBLE
Who Masked
PARTICIPANT, INVESTIGATOR
Masking Details
Researchers and participants will be blind to the conditions assigned to the participant.
Purpose
BASIC SCIENCE
Intervention Model
FACTORIAL
Model Details: The design is a 2 (positive expectations/negative expectations) x 2 (true cognitive training intervention x control cognitive training intervention) randomized controlled trial.
Sponsor Type
OTHER
Responsible Party
SPONSOR

Study Record Dates

First Submitted

April 7, 2020

First Posted

April 14, 2020

Study Start

May 11, 2020

Primary Completion

August 9, 2022

Study Completion

August 9, 2022

Last Updated

May 6, 2025

Results First Posted

October 20, 2022

Record last verified: 2022-10

Data Sharing

IPD Sharing
Will share

All individual participant data (anonymized).

Shared Documents
STUDY PROTOCOL, SAP, ICF
Time Frame
Data will be available persistently at the conclusion of the study.
Access Criteria
There are no access criteria.

Locations