
Delving Into the Data

Does an individualýs willingness to take risks when it comes to general life decisions impact whether they decide to have children?
This is the question that Dyson economics student Hanyu Li ý23 has set out to answer. While much academic research has studied the relationship between general risk tolerance and financial decisions, there is significantly less around risk tolerance and fertility decisions; in other words, whether a personýs overall appetite for risk affects if they decide to have children.
ýThis particular question is not heavily researchedý people tend to study the impact of income on fertility or risk preferences on financial decisions but not risk preferences on fertility,ý says Hanyu.
Collaborating with her faculty mentor, Dyson Assistant Professor of Economics Mary Kaltenberg, PhD, the duo first began to tackle this question while Hanyu was enrolled in Kaltenbergýs Economics 585: Applied Econometrics, a masterýs level econometric course. Hanyu, despite being an undergraduate, excelled in the course and wished to continue her research, which she was able to do through the Office of the Provostýs Undergraduate Student-Faculty Research Award

At the outset, Hanyu and Kaltenberg stressed it was important that their work examines having children within an economics framework, as opposed to analyzing through a biological or sociological lens.
ýIn the field of economics and fertility, having children is thought of utility maximizing behavior, like good consumption,ý says Hanyu. ýUtility maximizing behavior just means that you try to attain the highest level of satisfaction from your economic decisionsýlike buying things, or even having children. In our research, we modeled children as a financial instrument.ý
From this framework, Hanyu hypothesized that having children could be more preferred amongst risk-averse individuals; reasoning that children (exhausted parents might argue this) contribute to overall utility, and act as a bulwark against other, constantly fluctuating forms of utility like vacations or fancy cookware.
ýIn that way, we can think of children as an insurance mechanism,ý she notes. ýWhen you have uncertainty in consumption, there will be fluctuation in your utility. Children can act as an insurance to hedge against that.ý
With Kaltenberg signed on as the Principal Investigator, Hanyu began her analysis, which currently involves a literature review as well as analyzing data sets, including a very helpful data set from a German institute. Kaltenberg noted that often it can be difficult for undergraduate students to obtain strong data and was impressed with Liýs drive in seeking out and attaining this particular data set.
ýHanyu found a German individual-level panel data. What that means is that youýre able to follow people over time, and it has a lot of information about individuals that is usually hard to get access to,ý said Kaltenberg. ýWhatýs unique about the data set is that itýs really trying to understand you, your person, your level of risk. It asks a series of questions that tries to associate your level of risk tolerance in different domains. It could be that the two are still very correlated.ý
Although Hanyu is still working through the dataýusing several advanced, graduate-level techniques to analyze and synthesize the informationýsheýs been able to formulate preliminary results; determining that her original hypothesis has been supported, in that married individuals who are more risk-averse would be more likely to have children.
It is really nice to have such an opportunity, especially as an undergraduate, to be exposed to a professional research environment.
ýWe have found that our results are consistent with the hypothesis that risk aversion will increase the probability of having childrenýno matter how women evaluate things, the marginal effect is about -6.5%,ý says Hanyu. ýA one-point increase in the scale of risk tolerance, would decrease the probability of having children by 6.5%.ý
To further hone the research, Hanyu had an opportunity to present her work at the Eastern Economic Association Conference, gaining valuable insight and feedback from economists.
ýEEA was the first conference that I presented at,ý said Hanyu. ýIt is really nice to have such an opportunity, especially as an undergraduate, to be exposed to a professional research environment. I got invaluable feedback concerning model specification and how my research question could be applied to countries with different economic conditions and abortion laws.ý
Hanyu and Kaltenberg are excited to continue their workýhoping to have it published in a masterýs level journal, contributing to the academic literature, and thinking through possible policy recommendations. They both credit the Provostýs Undergraduate Student-Faculty Research program for helping provide the time and resources necessary to conduct quality research.
ýWhatýs been nice is that itýs been a continuation from the masterýs courseýhaving that continuity allowed her to delve deeper into the theory and research itself so that it can become publishable,ý says Kaltenberg. ýItýs been really great to work with Hanyuýwith her particularly, because she takes a lot of initiative.ý
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