Higher-Order Reasoning and the Development of Social and Redistributive Preferences

Last registered on November 25, 2025

Pre-Trial

Trial Information

General Information

Title
Higher-Order Reasoning and the Development of Social and Redistributive Preferences
RCT ID
AEARCTR-0017281
Initial registration date
November 19, 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
November 25, 2025, 7:40 AM EST

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

Locations

Region

Primary Investigator

Affiliation
Cornell University

Other Primary Investigator(s)

Additional Trial Information

Status
On going
Start date
2022-07-22
End date
2026-07-01
Secondary IDs
Prior work
This trial is based on or builds upon one or more prior RCTs.
Abstract
We leverage an ongoing randomized controlled trial (RCT) initiated in Summer 2022 to assess whether an intervention designed to strengthen higher-order reasoning skills also shapes children’s social and redistributive preferences. We study the development of trust and reciprocity, redistributive attitudes, inequality aversion, moral reasoning, and fairness ideals. The intervention was delivered from October 2023 to April 2025, spanning two academic years (grades 2–3) in two provinces in Southeast Turkey. It consists of structured classroom activities and materials targeting core components of analytical thinking—fluid reasoning, short-term memory, analytical categorization, and inference skills—with the aim of improving critical thinking and supporting both academic and socioemotional development.

The original RCT includes 132 primary schools (67 treatment, 65 control) in Gaziantep and Şırnak and was registered in January 2025 with primary outcomes focused on cognitive, socio-cognitive, and higher-order thinking skills (Registry no: AEARCTR-0015281). This supplemental registration documents and analyzes newly introduced measures of children’s social development using only the Gaziantep sample, which comprises 84 schools (43 treatment, 41 control). One control school closed after the first year, leaving 43 treatment and 40 control schools for analysis. Şırnak is excluded from the present study due to funding constraints. If these constraints are relaxed by the time of fieldwork (April 2026), Şırnak will be added.
External Link(s)

Registration Citation

Citation
Alan, Sule. 2025. "Higher-Order Reasoning and the Development of Social and Redistributive Preferences." AEA RCT Registry. November 25. https://doi.org/10.1257/rct.17281-1.0
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Experimental Details

Interventions

Intervention(s)
The intervention consists of a structured set of curricular materials designed to strengthen key components of analytical thinking in young children. Its overarching aim is to accelerate learning and improve learning efficiency, thereby reinforcing foundational numeracy and literacy skills in the early primary years. In the first year, the program targets abstract reasoning, short-term memory, and analytical categorization. In the second year, it emphasizes inference and analogical reasoning. Trained teachers were instructed to allocate at least four hours per week to the materials during regular class hours. Program implementation concluded in April 2025.
Intervention Start Date
2023-10-16
Intervention End Date
2025-04-30

Primary Outcomes

Primary Outcomes (end points)
social preferences (trust, reciprocity and altruism), redistributive preferences and moral reasoning.
Primary Outcomes (explanation)
We will collect the following data in May 2026 (the final wave of the original RCT) in the province of Gaziantep. The purpose of this data collection is to evaluate the impact of the program on the development of social and economic preferences.

We will assess program effects in the following domains:


Redistributive Preferences:

Measurement: We will introduce a novel ``tax game'' to measure children's willingness to redistribute their earned payoffs within the classroom. This task captures normative fairness ideals, self-interested fairness, and self-serving bias.
Expectation: We do not take a directional stance on the expected effect. The program may strengthen fairness ideals via improving pro-social attitudes or, alternatively, promote merit-based interpretations of inequality depending on how analytical reasoning, critical thinking and growth mindset shape fairness perceptions.


Moral Reasoning:

Measurement: We will implement a ``morality game'' to assess moral judgment and reasoning, distinguishing between outcome-based and action-based morality.
Expectation: We expect that the program may foster greater sensitivity to intentions (reflecting more sophisticated moral reasoning).

Note: We aim to collect moral reasoning outcomes in Şırnak province as part of the higher-order reasoning module. These outcomes will likely be included in the original RCT paper.

Social Preferences:

Measurement:

Altruism: Measured using a standard dictator game.
Trust and Reciprocity: Measured using a structured trust game in which children make both sender and receiver decisions under the strategy method.

Expectation: We expect that the program may promote prosocial behavior through changes in empathy and the formation of productive social capital.



Secondary Outcomes

Secondary Outcomes (end points)
We will use all measured socioemotional skills and indicators of social capital from the original RCT to explore potential mechanisms underlying the program’s effects. Specifically, we will examine growth mindset, locus of control, cognitive empathy, norm-based reasoning, and social capital (friendship networks). These outcomes were collected in one or more earlier waves and will be collected again in the final wave.
Secondary Outcomes (explanation)
We will use all measured socioemotional skills and indicators of social capital from the original RCT to explore potential mechanisms underlying the program’s effects. Specifically, we will examine growth mindset, locus of control, cognitive empathy, norm-based reasoning, and social capital (friendship networks). These outcomes were collected in one or more earlier waves and will be collected again in the final wave.

Experimental Design

Experimental Design
The ongoing RCT includes 132 state primary schools, with 48 located in Şırnak province and 84 in Gaziantep. Schools were assigned to treatment with a 50% probability, stratified by district. This resulted in 67 treatment schools and 65 control schools.

For the present study, we will collect social and redistributive outcomes only in Gaziantep in May 2026, and the analysis will therefore focus on the Gaziantep sample. If logistics allow, we will also collect the moral reasoning measures in Şırnak. Due to the closure of one control school, the Gaziantep sample now consists of 83 schools: 43 treatment and 40 control. If current funding constraints are relaxed by the time of the fieldwork (April 2026), we will collect all of the above outcomes in Şırnak as well.
Experimental Design Details
Not available
Randomization Method
Done in office by a computer, using Stata command "randtreat"
Randomization Unit
school
Was the treatment clustered?
Yes

Experiment Characteristics

Sample size: planned number of clusters
132 for the whole study (as registered before), 84 in this specific study (only Gaziantep province), currently 83 schools in Gaziantep.
Sample size: planned number of observations
over 10,000 children
Sample size (or number of clusters) by treatment arms
40 control schools and 43 treatment schools (previously 41 control schools).
Minimum detectable effect size for main outcomes (accounting for sample design and clustering)
IRB

Institutional Review Boards (IRBs)

IRB Name
Bilkent University Ethics Committee
IRB Approval Date
2021-08-17
IRB Approval Number
N/A