The maths behind gut decisions
First carefully weigh up the costs and benefits and then make a rational decision. This may be the way we want it to be. But in reality, invisible emotions, experiences, prejudices and even altruisms also influence our decisions.
Dossier
In a nutshell
Human decision-making behaviour is far more complex than the traditional economic model of homo economicus, the benefit maximiser, suggests. Who would have thought, for example, that people who are able to determine their own salary do not in fact pay themselves the maximum but a rather moderate amount? That television affects our choice of junior staff or our income and consumption requirements? Or that people with an economic background actually behave differently when making financial decisions? Behavioural economists at the Halle Institute for Economic Research (IWH) are investigating what such irrational factors mean for a society's economic processes, using the (social) psychology toolbox and devising experiments and studies to identify and close the gaps in the homo economicus model.
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The world of work is one area where such deviations from the benefit-maximising ideal image are the rule rather than the exception. Companies need productive staff to be successful. In order to maintain or even improve this productivity, however, it is not enough for a firm to focus solely on the remuneration of its workforce according to the motto: the more, the better. Other factors, such as meaningful work or the feeling of being treated fairly, also affect workforce productivity levels.
For example, if employees learn at a later, that a task they have already performed was meaningless, they will make less of an effort with future work. This means that meaningless work not only evokes negative emotions at the time, such as disappointment and replaceability, but also influences future motivation, as IWH behavioural economist, Sabrina Jeworrek and her co-authors discovered with the help of a large-scale experiment. This discovery should not be confused with another, however: employees also definitely want information about their companies' setbacks. If, for example, a campaign has failed in the past, it makes sense to inform the workforce of this and not to conceal this fact. As employees will not be demotivated by this setback, as you might expect – on the contrary. They will try harder next time if they are able to regard the task as a meaningful challenge.
In another study, Jeworrek discovered that employees are less productive if they believe that their employer is treating their colleagues unfairly – even if they themselves are unaffected by this. For this experiment, 195 test subjects were hired for two assignments in a call centre. A section of the workforce was arbitrarily dismissed on grounds of cost savings. "We wanted the situation to be as anti-social and unfair as possible," says Jeworrek. And not only did productivity fall, the test subjects also took longer breaks and left work earlier.
The self-employed do not have the problem of colleagues being unfairly treated. Nevertheless,their behaviour is also affected by hidden factors. Whether they are gripped by entrepreneurial spirit also depends on which TV programmes they watched in their youth, for example. Or whether they have sufficient financial market knowledge. You see,econometric findings suggest that greater financial literacy leads to increased self-employment. So, if politicians want more entrepreneurial activity in Germany, the prevalence of positive role models, the inclusion of a basic grasp of economics in the curriculum and financial information would be a major starting point. As soon as a person becomes self-employed, their character also changes: if a person is self-employed they are more willing to take risks – and also more likely to remain self-employed.
And even the unemployed are influenced by context: IWH economist Steffen Müller discovered that parental unemployment affects children, for example. What is particularly interesting is that boys and girls react differently to parental unemployment. If their father was unemployed, both sons and daughters are more likely to be unemployed in future, but daughters experience a counter-reaction that sons do not: they invest more in their education.
Regardless of whether a person is employed, self-employed or unemployed, their subjective wellbeing heavily depends on how they perceive their position within their social group. This can also affect basic personal attitudes, for example, towards foreigners: if a person compares their income with that of their friends and feels financially inferior, this will have a negative impact on their sympathy towards foreigners – even if this person is actually a higher-earner.
People do not always act and make decisions rationally; they are fallible. Subconscious factors determine the direction of our decisions, and many of these factors are beyond our control. However, being aware of the mechanisms behind this can help us to understand people and their role in the economy, identifying and promoting their potential.
Publications on "Behaviour"
Von Eltern zu Kindern: Wie sich Fähigkeiten in Mathematik und Sprache über Generationen übertragen und Bildungsentscheidungen prägen
in: Wirtschaft im Wandel, No. 3, 2025
Abstract
Die Entscheidung für eine Ausbildung oder ein Studium im Bereich Mathematik, Informatik, Naturwissenschaften und Technik (MINT) hängt nicht nur von absoluten Leistungen in Mathematik ab, sondern davon, wie gut Mathematik relativ zu anderen Fächern – etwa Sprache – gelingt. Dieser Beitrag untersucht die intergenerationale Übertragung solcher relativen Stärken in Mathematik und Sprache auf Basis niederländischer Testdaten von Eltern und ihren Kindern. Wir zeigen, dass Eltern, die im Verhältnis zu Sprache besonders gut in Mathematik abschneiden, mit deutlich höherer Wahrscheinlichkeit Kinder haben, die ebenfalls relativ besser in Mathematik sind. Zudem belegen wir, dass diese Übertragung relativer Stärken nicht ausschließlich genetisch oder familiär geprägt ist, sondern durch Schule und Lernumfeld – und damit durch Bildungspolitik – beeinflusst werden kann.
CEO Personality Traits and Compensation: Evidence from Investment Efficiency
in: Review of Quantitative Finance and Accounting, Vol. 65 (4), 2025
Abstract
We examine the effects of the big five personalities of CEOs (openness, conscientiousness, extroversion, agreeableness, and neuroticism) on their annual compensation. We hand-collect the tweets of S&P 1500 CEOs and use IBM's Watson Personality Insights to measure their personalities. CEOs with high ratings of agreeableness and conscientiousness get more compensation. We further find that the firms with these CEOs outperform their peers due to better investment efficiency. Firms are willing to pay higher compensation for talent, especially for firms with better operations, located in states with higher labor unionization, or facing higher competition in the product market. Overall, CEO personality is a valid predictor of CEOs' compensation.
The Effect of Different Saving Mechanisms in Pension Saving Behavior: Evidence from a Life-Cycle Experiment
in: Journal of Risk and Financial Management, Vol. 18 (5), 2025
Abstract
We examine how institutional saving mechanisms influence retirement saving decisions under bounded rationality and income risk. Using a life-cycle experiment with habit formation and loss aversion, we test mandatory and voluntary binding savings under deterministic and stochastic income. Voluntary commitment improves saving performance only when income is predictable; under uncertainty, it fails to improve performance. Mandatory savings do not raise total saving, as participants reduce voluntary contributions. These results emphasize the role of income smoothing in enabling behavioral interventions to improve long-term financial outcomes.
‘And Forgive Us Our Debts’: Christian Moralities and Over-indebtedness
in: Journal of Financial Research, 2025
Abstract
This paper analyses whether Christian moralities and rules formed differently by Catholics and Protestants impact the likelihood of households to become overindebted. We find that over-indebtedness is lower in regions in which Catholics outweigh Protestants, indicating that Catholics‘ forgiveness culture and a stricter enforcement of rules by Protestants serve as explanations for our results. Our results provide evidence that religion affects the financial situations of individuals and show that even 500 years after the split between Catholics and Protestants, the differences in the mind-sets of both denominations play an important role for situations of severe financial conditions.
Application Barriers and the Socioeconomic Gap in Child Care Enrollment
in: Journal of the European Economic Association, Vol. 23 (3), 2025
Abstract
Why are children with lower socioeconomic status (SES) substantially less likely to be enrolled in child care? We study whether barriers in the application process work against lower-SES children — the group known to benefit strongest from child care enrollment. In an RCT in Germany with highly subsidized child care (N = 607), we offer treated families information and personal assistance for applications. We find substantial, equity-enhancing effects of the treatment, closing half of the large SES gap in child care enrollment. Increased enrollment for lower-SES families is likely driven by altered application knowledge and behavior. We discuss scalability of our intervention and derive policy implications for the design of universal child care programs.