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Decision fatigue and heuristic analyst forecasts

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This article found that the more forecasts an analyst issues, the higher the likelihood the analyst resorts to more heuristic decisions by herding more closely with the consensus forecast, self-herding (i.e., reissuing their own previous outstanding forecasts), and issuing a rounded forecast.
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This article is published in Journal of Financial Economics.The article was published on 2019-07-01 and is currently open access. It has received 98 citations till now. The article focuses on the topics: Decision fatigue & Consensus forecast.

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Disclosure Processing Costs, Investors’ Information Choice, and Equity Market Outcomes: A Review

TL;DR: This paper reviewed the literature examining how costs of monitoring for, acquiring, and analyzing firm disclosures (collectively, "disclosure processing costs") affect investor information choices, trades, and market outcomes.
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Air pollution, affect, and forecasting bias: Evidence from Chinese financial analysts

TL;DR: In this article, the authors document a negative relation between air pollution during corporate site visits by investment analysts and subsequent earnings forecasts, showing that an extreme worsening of air quality from "good/excellent" to "severely polluted" is associated with a more than 1 percentage point lower profit forecast.
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Mood Betas and Seasonalities in Stock Returns

TL;DR: In this paper, the authors hypothesize that assets' different sensitivities to investor mood explain the cross-sectional seasonality of stock returns and imply other seasonalities, such as the periodic outperformance of certain stocks during the same calendar months or weekdays.
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Strong Effort Manipulations Reduce Response Caution: A Preregistered Reinvention of the Ego-Depletion Paradigm:

TL;DR: In this article, an initial high-demand task reliably elicited very strong effort phenomenology compared with low-demand tasks, suggesting that effort exertion reduced response caution rather than inhibitory control and that after exerting effort, people disengage and become uninterested in exerting further effort.
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Concurrent Earnings Announcements and Analysts' Information Production

TL;DR: In this article, the authors examine whether financial analysts are subject to limited attention when they have another firm in their coverage portfolio announcing earnings on the same day as the one they are covering.
References
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Book

Thinking, Fast and Slow

TL;DR: Buku terlaris New York Times and The Economist tahun 2012 as mentioned in this paper, and dipilih oleh The NewYork Times Book Review sebagai salah satu dari sepuluh buku terbaik tahune 2011, Berpikir, Cepat and Lambat ditakdirkan menjadi klasik.
Journal ArticleDOI

A Simple Model of Herd Behavior

TL;DR: In this article, the authors analyze a sequential decision model in which each decision maker looks at the decisions made by previous decision makers in taking her own decision, and they show that the decision rules that are chosen by optimizing individuals will be characterized by herd behavior.
Posted Content

A Theory of Fads, Fashion, Custom, and Cultural Change as Informational Cascades

TL;DR: It is argued that localized conformity of behavior and the fragility of mass behaviors can be explained by informational cascades.
Journal ArticleDOI

A Theory of Fads, Fashion, Custom, and Cultural Change as Informational Cascades

TL;DR: In this paper, the authors argue that localized conformity of behavior and the fragility of mass behaviors can be explained by informational cascades, where an individual, having observed the actions of those ahead of him, to follow the behavior of the preceding individual without regard to his own information.
Journal ArticleDOI

Ego depletion: is the active self a limited resource?

TL;DR: The results suggest that the self's capacity for active volition is limited and that a range of seemingly different, unrelated acts share a common resource.
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Frequently Asked Questions (12)
Q1. What contributions have the authors mentioned in the paper "Decision fatigue and heuristic analyst forecasts∗" ?

The authors study whether decision fatigue affects analysts judgments. 

Their archival data test design helps address the potential irreproducibility problems that plague laboratory experiments that are most commonly employed to study ego depletion. The authors can rule out several alternative explanations. Their study motivates several directions for future research. Future research should explore how decision fatigue influences other agents in the financial system ( e. g., retail investors, professional money managers, financial advisors, rating agencies, and market makers ) and outside the financial system, especially in professions where mistakes can be very costly ( e. g., surgeons, air traffic controllers ). 

In four laboratory studies, Vohs et al. (2008) find that participants who made choices among consumer goods or college course options suffered from reduced self-control (i.e., less physical stamina, reduced persistence in the face of failure, more procrastination, and lower quality and quantity of arithmetic calculations). 

The authors also find that analysts become more heuristic in their forecasting strategies as they become more decision-fatigued; they are more likely to herd toward the consensus forecast, to self-herd by reissuing their own previous outstanding forecast, and to issue a forecast that is rounded to end with a 0 or 5. 

By using a measure of relative forecast accuracy, the authors can mitigate firm characteristic effects on forecast accuracy to isolate decision fatigue effects more successfully. 

Clement (1999) shows that factors such as analysts’ ability, available resources, and portfolio complexity significantly influence forecast accuracy. 

the authors use the number of forecasts an analyst has issued earlier in the same day as a proxy for decision fatigue, and the authors find that analysts become less accurate as they become more decision-fatigued. 

The average accuracy decreases from the first forecast to the second forecast by 0.089, which is equivalent to a decrease of 18.5%. 

The authors also predict that when analysts become mentally fatigued, they will exhibit a reduced ability to issue an accurate forecast and are more likely to use heuristics (System 1 thinking) when issuing a forecast. 

A further question that arises in the literature is whether the observed decline in performance after a session of decision-making (decision fatigue) stems from the exhaustion ofthe limited resource or from a need to preserve the remaining stock of the resource. 

When the senior analyst is fatigued and unable to invest the necessary mental resources to reviewing the work done by the team, the senior analyst might resort to more heuristic behavior. 

There is also greater self-herding, which means that the forecasts are also more likely to be reissuances of the analyst’s own previous forecast of a firm.