Tail Risk Neglect: Part 2

Last registered on September 04, 2023

Pre-Trial

Trial Information

General Information

Title
Tail Risk Neglect: Part 2
RCT ID
AEARCTR-0011996
Initial registration date
August 28, 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
September 04, 2023, 6:24 AM EDT

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

Locations

Region

Primary Investigator

Affiliation
Deutsche Bundesbank

Other Primary Investigator(s)

PI Affiliation
Deutsche Bundesbank

Additional Trial Information

Status
On going
Start date
2023-08-14
End date
2025-08-01
Secondary IDs
Prior work
This trial is based on or builds upon one or more prior RCTs.
Abstract
We study the perception of tail risks in a large sample of representative households. This study extends a previous RCT registered under the ID AEARCTR-0009917 (results available at https://www.johannes-beutel.com). In this new RCT we are particularly interested in the role of related memories, and the role of seemingly unrelated personal experiences for tail probabilities and magnitudes. Most of this wave is framed in terms of stock market crashes.

Registration Citation

Citation
Beutel, Johannes and Valentin Stockerl. 2023. "Tail Risk Neglect: Part 2." AEA RCT Registry. September 04. https://doi.org/10.1257/rct.11996-1.0
Experimental Details

Interventions

Intervention(s)
We field a series of questions related to memories, experiences, and tail beliefs, in particular related to large stock market movements.
Intervention (Hidden)
We field the following ordered list of questions (key parts translated from German, full questionnaire available online). Some questions are only asked to a subset of respondents and hence act as treatments. If not otherwise mentioned, the questions are asked to all respondents in our sample.
- How many ATMs are there in Germany?
- Which of the following situations have you personally experienced in your life? (multiple choice answers: a) unemployment, b) refugee / migration, c) substantial losses in financial investments, d) inability to service debt, e) employment with elevated security or health risks, f) significant health adversities, g) other significant economic or financial problems, g) other significant personal problems)
- Treatment groups 2 and 4: Thinking about the last 60 years. Which events have led to large increases or decreases of the German stock market index DAX? (Answer: list of text fields and years)
- Treatment group 5: Thinking about important events in society, culture , and sports over the last 60 years. Which events have played a major role in Germany? (Answer: list of text fields and years)
- What do you think, how much did the DAX increase or decrease in the course of these events?
- Treatment group 4: Receives an information treatment in the form of a list of actual DAX crashes over the past 60 years. List of 11 events with text, year, and size of DAX change in percent.
- Conditional magnitude: Suppose during the next 12 months there was a stock market crash in Germany. What do you think would be the decline of the DAX in this case? (Input: decline of DAX in percent)
- Probability: And what do you think is the likelihood that there will be such a crash in the next 12 months?
- Scenarios (Bloom question, Part 1): List of 5 scenarios (worst, bad, median, good, best case). Which percentage change of the DAX do you expect in each case?
- Scenarios (Part 2): For each of the 5 scenarios you indicated, please give the probability that the respective scenario will happen. (Probabilities should sum to 100.)
- Treatment group 3 (same question as above but ordered at end of the set of questions): Thinking about the last 60 years. Which events have laid to large increases or decreases of the German stock market index DAX? (Answer: list of text fields and years)
- Treatment group 3 (same question as above but ordered at end of the set of questions): What do you think, how much did the DAX increase or decrease in the course of these events?
Intervention Start Date
2023-08-14
Intervention End Date
2023-09-01

Primary Outcomes

Primary Outcomes (end points)
- number of ATMs, i.e. cash machines (as a proxy for estimating small probabilities even in domains without risk)
- list of experiences personally encountered
- list of events over the last 60 years (group 2-4: stock market related, group 3: society, culture, sports)
- DAX change in the course of each of these events
- conditional magnitude
- probability
- Scenario Part 1
- Scenario Part 2
Primary Outcomes (explanation)
THE FULL QUESTIONNAIRE WILL BE AVAILABLE ON THE WEBSITE OF THE BUNDESBANK SURVEY OF CONSUMER EXPECTATIONS (SEE LINK) SHORTLY AFTER THE FIELD PERIOD OF THE AUGUST 2023 WAVE.

Secondary Outcomes

Secondary Outcomes (end points)
Secondary Outcomes (explanation)

Experimental Design

Experimental Design
Respondents are randomly assigned into different groups. One group receives an information treatment. The other groups receive our survey questions in different ordering (the ordering of certain questions acting as a treatment).
Experimental Design Details
Randomization Method
randomization done by a computer
Randomization Unit
Individual
Was the treatment clustered?
No

Experiment Characteristics

Sample size: planned number of clusters
4
Sample size: planned number of observations
4,000 respondents
Sample size (or number of clusters) by treatment arms
1,000 per treatment arm
Minimum detectable effect size for main outcomes (accounting for sample design and clustering)
IRB

Institutional Review Boards (IRBs)

IRB Name
IRB Approval Date
IRB Approval Number

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