A Study of Decision-Making Across Time

Last registered on September 28, 2026

Pre-Trial

Trial Information

General Information

Title
A Study of Decision-Making Across Time
RCT ID
AEARCTR-0019750
Initial registration date
September 28, 2026

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
September 28, 2026, 10:01 AM EDT

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

Locations

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Primary Investigator

Affiliation
Nanyang Technological University

Other Primary Investigator(s)

PI Affiliation
Nanyang Technological University

Additional Trial Information

Status
In development
Start date
2026-10-01
End date
2027-01-30
Secondary IDs
Prior work
This trial does not extend or rely on any prior RCTs.
Abstract
This online randomized controlled trial examines the external validity of prior evidence that linguistic framing can influence intertemporal decision-making. Specifically, the study tests whether the relationship generalizes to a different language, participant population, and online research setting. Participants recruited through Prolific will complete a series of incentivized choices between rewards available at different times. The study experimentally varies linguistic framing while holding the underlying economic information and incentives constant, and examines participants’ choices, decision times, and perceptions of the choice scenarios. Additional questionnaire measures will be collected to support the interpretation of participants’ decisions. One randomly selected decision will determine each participant’s bonus payment.
External Link(s)

Registration Citation

Citation
He, Tai-sen and XINGZHI WANG. 2026. "A Study of Decision-Making Across Time." AEA RCT Registry. September 28. https://doi.org/10.1257/rct.19750-1.0
Experimental Details

Interventions

Intervention(s)
Participants are randomly assigned to one of two linguistic framing conditions adapted from prior research on intertemporal decision-making. The conditions differ only in how otherwise equivalent reward information is linguistically presented. The precise wording of the conditions is withheld until completion of the study. Monetary amounts, delay periods, task structure, and financial incentives are held constant across conditions.
Intervention Start Date
2026-10-01
Intervention End Date
2027-01-30

Primary Outcomes

Primary Outcomes (end points)
The primary outcome is the participant’s choice of the delayed reward rather than 100 tokens today in each intertemporal-choice round. A key participant-level summary outcome is the switch point for each delay horizon, coded on a 10-category ordered scale: Line 1 = always choose the delayed option; Line 2 = switch at 105 tokens; Line 3 = 110; Line 4 = 115; Line 5 = 120; Line 6 = 125; Line 7 = 130; Line 8 = 135; Line 9 = 140; and Line 10 = always choose the immediate option. A lower switch-point code indicates greater patience.
Primary Outcomes (explanation)
For each round, the delayed-choice outcome equals 1 when the participant chooses the larger delayed reward and 0 when the participant chooses 100 tokens today. The descriptive proportion choosing the delayed reward is calculated separately for each randomized condition from all recorded choices of eligible participants, without excluding multiple-switch participants. Within each delay horizon, delayed amounts are presented in ascending order. A participant is classified as a multiple-switch participant if their choices change between immediate and delayed options more than once within any delay horizon. All other analyses exclude any such participant in full: none of their decisions from any horizon or other outcome observations are included. For retained participants, the switch point is coded on a 10-category ordered scale: 1 for always choosing the delayed option; 2, 3, 4, 5, 6, 7, 8, or 9 for switching to the delayed option at 105, 110, 115, 120, 125, 130, 135, or 140 tokens, respectively; and 10 for always choosing the immediate option. Always-delayed and always-immediate patterns are not classified as multiple-switch patterns.

Secondary Outcomes

Secondary Outcomes (end points)
Decision response time; perceived psychological distance; and the participant’s written description of the reasoning used for the final decision.
Secondary Outcomes (explanation)
Response time is measured in milliseconds from the moment the choice options become available until a choice is recorded. Psychological distance is measured using three seperate scenarios (1 week, 4 week, 12week).

Experimental Design

Experimental Design
This study is a two-arm, individually randomized online conceptual replication and extension of prior research on linguistic framing and intertemporal decision-making. The planned sample is 400 participants recruited through Prolific. Allocation to the two conditions is determined by individual randomization with equal probability, so the realized numbers in each condition may differ. The study examines whether previously documented effects of linguistic framing generalize to a different language, participant population, and online implementation. After providing consent and completing an audio check, participants receive instructions and complete 24 incentivized choices between rewards available at different times. Participants are randomly assigned to one of two linguistic framing conditions, while the underlying economic content and incentives are held constant. One decision is randomly selected for bonus payment. The study records participants’ choices and decision times, followed by measures concerning their perceptions, reasoning, and demographic characteristics.
Experimental Design Details
Not available
Randomization Method
Computerized random assignment implemented in Qualtrics. The survey flow assigns each participant with equal probability to one of the two linguistic framing conditions. Qualtrics also randomizes the order of the three delay-horizon blocks.
Randomization Unit
Individual participant.
Was the treatment clustered?
No

Experiment Characteristics

Sample size: planned number of clusters
400 individual participants (the randomization is not clustered).
Sample size: planned number of observations
400 participants, each completing 24 decision rounds (up to 9,600 participant-round observations).
Sample size (or number of clusters) by treatment arms
The planned sample is 400 participants, with 1:1 assignment probabilities for linguistic framing conditions A and B (a target of 200 per condition). The realized number in each condition is determined by individual randomization and may differ from 200.
Minimum detectable effect size for main outcomes (accounting for sample design and clustering)
IRB

Institutional Review Boards (IRBs)

IRB Name
Nanyang Technological University Institutional Review Board (NTU-IRB)
IRB Approval Date
2026-09-03
IRB Approval Number
IRB-2026-763