Paid With(out) Purpose: Costs of Poor Matches on the Meaning of Work

Last registered on February 05, 2025

Pre-Trial

Trial Information

General Information

Title
Paid With(out) Purpose: Costs of Poor Matches on the Meaning of Work
RCT ID
AEARCTR-0015326
Initial registration date
February 04, 2025

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
February 05, 2025, 9:27 AM EST

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

Locations

Region

Primary Investigator

Affiliation
UC Davis

Other Primary Investigator(s)

Additional Trial Information

Status
In development
Start date
2024-09-05
End date
2026-06-30
Secondary IDs
Prior work
This trial does not extend or rely on any prior RCTs.
Abstract
Recent reporting and studies in Economics discuss meaning or purpose as an important dimension of work. Like location, culture, or benefits, work meaning may enter idiosyncratically into a worker's utility function and affect work choices on both extensive and intensive margins. I replicate and extend the findings of other studies (e.g. Burbano 2016) that workers have lower reservation pay amounts for tasks framed as meaningful (relative to the same task not framed as meaningful), even absent a firm-framing context. However, mine and other studies have used a constant, top-down, inflexible assignment of "meaningful" and "non-meaningful" task framing in our designs, not allowing for variation in worker perception of and taste for meaning. Therefore, I then investigate potential costs of poor matching of worker and task on this dimension of meaning, allowing for heterogeneity in both worker perception of and preference for meaning.
External Link(s)

Registration Citation

Citation
Beauregard, Remy. 2025. "Paid With(out) Purpose: Costs of Poor Matches on the Meaning of Work." AEA RCT Registry. February 05. https://doi.org/10.1257/rct.15326-1.0
Experimental Details

Interventions

Intervention(s)
Subjects complete online work tasks either before or after describing their tastes for such tasks. Features of the task framings are also randomly varied.
Intervention Start Date
2025-07-01
Intervention End Date
2025-07-31

Primary Outcomes

Primary Outcomes (end points)
Probability of selecting a given task, level of effort exerted on the task
Primary Outcomes (explanation)
Effort will be constructed with a variety of metrics: indicator variable for meeting the minimum required threshold of the task, number of words written, number of words written over time taken to complete the description, and an AI-generated measure of word quality.

Secondary Outcomes

Secondary Outcomes (end points)
Worker mood, probability of working
Secondary Outcomes (explanation)
Worker endline mood measures on a 1-5 scale will be compared to baseline measures to understand effects on subject subjective wellbeing. Probability of workers making a work selection (relative to their outside option of skipping a round and earning no round payment) will also be computed.

Experimental Design

Experimental Design
Subjects will take baseline and endline questionnaires, make work choices, and complete work.
Experimental Design Details
Not available
Randomization Method
Computer randomization via Qualtrics
Randomization Unit
Subject-level randomization
Was the treatment clustered?
Yes

Experiment Characteristics

Sample size: planned number of clusters
2000 subjects
Sample size: planned number of observations
10000 observations; 5 rounds per subject
Sample size (or number of clusters) by treatment arms
250 subjects ex-ante ranking; no training round; no mission information
250 subjects ex-ante ranking; training round; no mission information
250 subjects ex-ante ranking; no training round; mission information
250 subjects ex-ante ranking; training round; mission information
250 subjects ex-post ranking; no training round; no mission information
250 subjects ex-post ranking; training round; no mission information
250 subjects ex-post ranking; no training round; mission information
250 subjects ex-post ranking; training round; mission information
Minimum detectable effect size for main outcomes (accounting for sample design and clustering)
Supporting Documents and Materials

There is information in this trial unavailable to the public. Use the button below to request access.

Request Information
IRB

Institutional Review Boards (IRBs)

IRB Name
UC Davis IRB Administration
IRB Approval Date
2024-09-04
IRB Approval Number
2225085-1
Analysis Plan

Analysis Plan Documents