Beyond the Mood Swings
Tracking Anxiety and Social Cognition Across the Menstrual Cycle
By Nikki Rademaker
Overview
For my Master thesis in Creative Intelligence & Technology at Leiden University, daily anxiety and affective
Theory of Mind (ToM) performance were studied across menstrual phases. I tracked state anxiety for two full cycles
in participants with a regular menstrual cycle by sending out daily surveys containing the State-Trait Anxiety
Inventory - S (STAI-S)
(
Spielberger et al., 1972).
Furthermore, affective ToM performance was tested twice per cycle by short story tests based on the Adult Faux Pas
Recognition Test (FPRT)
(
Stone et al., 1998).
Tools
- Qualtrics (anxiety surveys and ToM tests)
- Excel (daily tracking and ToM scoring)
- Python (data preprocessing and visualization)
- JASP (statistics)
The Project
The menstrual cycle is a hormonal process that prepares the female body for a possible pregnancy. It repeats monthly
if pregnancy does not occur and consists of four phases: menstrual, follicular, ovulation, and luteal.
Research on the menstrual cycle has long been neglected, resulting in major gaps in understanding its patterns and
effects. These gaps persist due to the topic's complexity, its underexplored nature, and the lack of a standardized
and
reliable research method. Therefore, this study examined how hormonal changes across the menstrual cycle affect
individuals' general anxiety levels and affective ToM abilities. The goal was to understand whether specific cycle
phases influence mental health and
social-cognitive processing. Anxiety was examined across the menstrual, follicular (with and without menstruation),
and luteal phases, while ToM was measured in the mid-follicular and mid-to-late luteal phases.
Analyzing the collected data (with n = 20 for anxiety, n = 17 for ToM) led to the figures shown below. As can be seen in the first bar chart, anxiety
varied across phases. Anxiety was reported to be highest during the menstrual phase (low estrogen levels),
and lowest during the rest of
the follicular phase following menstruation (high estrogen levels).
A repeated-measures ANOVA confirmed a significant effect of phase on anxiety. Post hoc comparisons showed that
anxiety was significantly higher during menstruation compared to the follicular phase. Luteal levels were moderate
without significant differences compared to the other phases.
The results indicate that anxiety levels vary across menstrual cycle phases. Studying these topics might help us
explain changes in emotions and social functioning that some people notice but can’t seem to understand.
This knowledge can lead to greater self-understanding, self-compassion, and even understanding from others.
No significant differences were found in ToM performance between phases. The total ToM score reflected overall
social
understanding, the Empathy ratio measured emotional sensitivity toward others, and the Understanding
Inappropriateness ratio measured awareness of socially inappropriate remarks. All these scores remained stable
across phases during my research.
Challenges and Reflection
Managing participants was one of the biggest personal challenges for me. It required constant follow-ups,
reminders, and
adjustments to keep the study running smoothly. Balancing daily data collection with my own schedule was also
demanding, especially when tracking multiple participants manually. It took a significant amount of time each day,
but I learned to be patient, plan ahead, and document every step carefully.
A limitation of the study is the small and changing sample size, which reduced statistical power. Self-reported
cycle data and the absence of hormonal measurements may also have affected precision. Despite these hurdles, the
project taught me how to manage real-world data, handle uncertainty, and stay resilient throughout the challenges
of human-subject research.
Abstract
Research on how ovarian hormonal changes across the menstrual cycle influence anxiety and social cognition remains
limited.
This study examined whether naturally cycling individuals experience varying levels of state anxiety and affective
Theory of Mind (ToM) performance across menstrual phases. For two full menstrual cycles, participants completed
daily surveys measuring state anxiety using the State-Trait Anxiety Inventory. They also completed a total of four
affective ToM tests based on the Adult Faux Pas Recognition Test. State anxiety was assessed daily across three
phases (menstrual, follicular, luteal), and affective ToM performance was assessed during two phases (mid-follicular
and mid-to-late luteal). A repeated measures ANOVA showed a significant difference in anxiety between menstrual
cycle phases. The mean anxiety score was highest during menstruation and significantly greater than during the
follicular phase. The lowest anxiety was found in the follicular phase excluding menstruation. No significant
difference was observed between the luteal phase and the other phases. Paired samples t-tests showed no significant
difference in affective ToM performance between the mid-follicular and mid-to-late luteal phases. In conclusion, the
findings indicate that the menstrual cycle influences anxiety levels but not affective ToM performance. However, the
small sample sizes (n = 20 for anxiety, n = 17 for ToM) and phase predictions based on self-reported cycle data
limit the generalizability of these results. The findings contribute to closing the data gap on how the menstrual
cycle affects everyday fluctuations in anxiety and take a step toward exploring potential phase effects on social
cognition.
The full first version of my thesis can be found here.
References
-
Spielberger, C. D., Gorsuch R. L., Lushene R. E. (1972), The State-Trait Anxiety Inventory (STAI). PaloAlto,
CA:
Consulting Psychologists Press. PDF retrieved from:
https://www.advancedassessments.co.uk/resources/Mental-Health-Test.pdf
-
Stone, V. E., Baron-Cohen, S., Knight, R. T. (1998). Frontal lobe contributions to theory of mind. Journal of
Cognitive Neuroscience, 10(5), 640–656.
https://doi.org/10.1162/089892998562942. FPRT PDF retrieved
from:
https://docs.autismresearchcentre.com/tests/FauxPas_Adult.pdf