The interplay between mindfulness, noise and biases

Last registered on October 17, 2023

Pre-Trial

Trial Information

General Information

Title
The interplay between mindfulness, noise and biases
RCT ID
AEARCTR-0012286
Initial registration date
October 12, 2023

Initial registration date is when the trial was registered.

It corresponds to when the registration was submitted to the Registry to be reviewed for publication.

First published
October 17, 2023, 1:25 PM EDT

First published corresponds to when the trial was first made public on the Registry after being reviewed.

Locations

Region

Primary Investigator

Affiliation
University of Otago

Other Primary Investigator(s)

PI Affiliation
University of Otago

Additional Trial Information

Status
In development
Start date
2023-10-18
End date
2023-10-31
Secondary IDs
Prior work
This trial does not extend or rely on any prior RCTs.
Abstract
Research on the effects of mindfulness – the awareness that arises from paying attention, on purpose, in the present moment and adopting a deliberately open, non-judgmental and impartial view toward one’s thoughts and feelings – suggests that mindfulness-based interventions (MBIs) have the potential to increase individual well-being. At the same time, the cognitive effects of MBIs are less clear. This study investigates whether the effect of a short MBI influences the magnitude of priming and anchoring on a judgement task.
External Link(s)

Registration Citation

Citation
Hjelte, Joel and Daniel Neururer. 2023. "The interplay between mindfulness, noise and biases." AEA RCT Registry. October 17. https://doi.org/10.1257/rct.12286-1.0
Experimental Details

Interventions

Intervention(s)
Intervention (Hidden)
Intervention Start Date
2023-10-18
Intervention End Date
2023-10-31

Primary Outcomes

Primary Outcomes (end points)
Average marks resulting from the judgment task in the various treatments and conditions.
Primary Outcomes (explanation)

Secondary Outcomes

Secondary Outcomes (end points)
Noise in the distribution of marks resulting from the judgment task in the various treatments and conditions. Time spent on the judgement task in the various treatments and conditions
Secondary Outcomes (explanation)

Experimental Design

Experimental Design
In the first part, half of the subjects are randomized into the mindfulness treatment group, while the other half are placed in the control group. In both groups, subjects will listen to an 8-minute audio recording. The content of the recording varies between the two groups: subjects in the mindfulness group will follow a guided exercise where they are instructed to observe their breath, whereas those in the control group will be instructed to let their minds wander.

In the second part, participants are again randomized into two conditions; 50% are assigned to the high-motivation priming condition, and 50% to the low-motivation priming condition. In each condition the participants will complete a Word Search Task (WST) designed to prime them for either high or low motivation. Participants will be presented with 15 sequences of five words, which they must rearrange into grammatically correct four-word sentences. The WST for the low-motivation priming condition includes words such as "lacked," "gave up," "failed," "unmotivated," and "lazy," while the high-motivation priming condition encounters opposite words like "energetic," "high effort," "interested," "motivated," and "hard-working." Five of the WST sequences are neutral and common to both conditions.

The third part involves a judgment task, where participants are presented with a half-page of text that is framed as an answer to an exam question. The participants are asked to mark the text based on three distinct categories. Each category should be marked on a scale from 0 to 10. An answer key for each category is provided to facilitate the marking. We vary the order of the provided answer keys in the following way: In the high-evaluation anchoring condition, half of the participants are randomly assigned to view first an answer key for a category that suggests a high-evaluation. In the low-evaluation anchoring condition, the other half sees first an answer key for a category that suggests a low-evaluation. The remaining answer key for a category that suggests a mediocre-evaluation is presented to all participants at the second place. See Figure 1 in the supporting materials and documents section for a graphical illustration of the randomization process into the various conditions in the mindfulness treatment and the control group.

The participants are informed that the variable payment for this part of the study is calculated based on a benchmark set by six academics with marking experience. These academics have previously marked the same text according to the answer keys and the benchmark for each category is the mean of the marks (rounded to integers) from the six academics. For each category where the participant's score matches the benchmark, a bonus of 1.50 GBP will be awarded. This means that participants can earn up to 4.50 GBP in bonuses. In addition to this variable payment, all participants will receive a fixed payment of 4.50 GBP for their participation. Payments will be processed via Prolific.

We will empirically test the following hypotheses: 1) a short MBI will on average reduce the impact of anchoring in a judgment task (across two opposing priming conditions); and 2) a short MBI will on average reduce the impact of priming in a judgment task (across two opposing anchoring conditions).

In addition, we aim to identify the role of potential interaction effects by testing the following hypotheses: 3) a short MBI will on average reduce the impact of anchoring in a judgment task in a high-motivation priming condition; 4) a short MBI will on average reduce the impact of anchoring in a judgment task in a low-motivation priming condition; 5) a short MBI will on average reduce the impact of priming in a judgment task in a high-evaluation anchoring condition; 6) a short MBI will on average reduce the impact of priming in a judgment task in a low-evaluation anchoring condition and 7) a short MBI will reduce the compound impact of priming and anchoring in a judgment task.

The hypotheses will be tested by employing various difference-in-difference comparisons. Additionally, we plant to employ bootstrapping methods.

Excluded from analysis are data coming from participants who have not fully completed all tasks, failed to answer the control questions correctly or have unreasonably quick response times.
Experimental Design Details
Randomization Method
All randomizations are computerized.
Randomization Unit
The randomizations are on individual levels.
Was the treatment clustered?
No

Experiment Characteristics

Sample size: planned number of clusters
One.
Sample size: planned number of observations
480 participants (observations).
Sample size (or number of clusters) by treatment arms
240 participants (observations) per main treatment arm (resulting in 60 participants/observations for each condition in each treatment).
Minimum detectable effect size for main outcomes (accounting for sample design and clustering)
Supporting Documents and Materials

Documents

Document Name
Figure 1
Document Type
other
Document Description
Figure 1: Randomization of the participants into the priming and anchoring conditions in the mindfulness treatment and the control group
File
Figure 1

MD5: fdeecce742d3911e02ebbef686703ef5

SHA1: 9d268e70208a743109f50514ad8a41ba6aedbe72

Uploaded At: October 12, 2023

IRB

Institutional Review Boards (IRBs)

IRB Name
University of Otago Human Ethics Committee
IRB Approval Date
2023-08-11
IRB Approval Number
D23/218

Post-Trial

Post Trial Information

Study Withdrawal

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Intervention

Is the intervention completed?
No
Data Collection Complete
Data Publication

Data Publication

Is public data available?
No

Program Files

Program Files
Reports, Papers & Other Materials

Relevant Paper(s)

Reports & Other Materials