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July 31, 2026

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Pandemic Work Absences: Who Was Left Behind?

You remember the early pandemic—the eerie quiet, the endless Zoom calls, the friends whose parents suddenly stopped working. But did you ever wonder who was most likely to miss work when COVID hit? Was it the same everywhere, or did some communities get hit harder? Now, with free public data, you can find out. By comparing counties with different poverty levels and diabetes rates, you can see if work absences were higher in poorer areas or places with more chronic illness. And here's the twist: did those gaps shrink as time passed, or did they stick around? You'll dig into real numbers, spot patterns, and maybe even uncover a story that the big headlines missed. This isn't just about stats—it's about understanding the hidden inequalities that shaped our pandemic experience. Ready to see what the data reveals?

  • Think back to the early months of 2020: did you know anyone—a parent, a neighbor, a friend's family member—who had to stop working because of COVID? What was their situation?

  • In your community, do you think people with lower incomes or chronic health conditions had a harder time taking time off work during the pandemic? Why or why not?

  • Now, two years later, do you think those differences in work absences have faded away, or are some people still struggling to get back to work? What makes you think that?

Public HealthHealthEpidemiologyCategorical InteractionarXiv · 2025ap_statistics/exploring_two_variableap_statistics/inference$0 public datasetsSupplies: laptop onlyStandard laptop (CPU only, 8GB+ RAM; Windows/macOS/Linux)Easy

Research gap

Most studies on COVID-19 work absences rely on private, expensive data. This project uses free public data to uncover disparities that big studies might miss.

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