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Data Science

Understanding poverty and data

In the latest episode of Penn Today’s ‘Understand This …’ podcast series, Assistant Professor of Sociology Regina Smalls Baker and Assistant Professor Amy Castro Baker in the School of Social Policy & Practice discuss the use of data to understand poverty.
Crowd-sourcing optogenetics data to tackle neurological diseases
Two people in front of two computer monitors. The person moving the mouse is sitting. The other person stands watching.

Sébastien Tremblay (front), a postdoctoral fellow in the Platt Labs, works in a specialized field of neuroscience called optogenetics, which shows clinical promise for treating conditions like epilepsy. To foster the open exchange of information, Tremblay spearheaded a crowd-sourced, free database that includes data from 45 labs in nine countries. (Pre-pandemic image: Kevin Monko)

Crowd-sourcing optogenetics data to tackle neurological diseases

The specialized field of neuroscience, optogenetics, shows clinical promise for conditions like epilepsy and Parkinson’s. But before human trials can get fully underway, the field must better understand a crucial intermediate step, aided by 45 labs in nine countries sharing information.

Michele W. Berger

Penn Medicine helps power international COVID-19 data consortium
Doctor holding electronic tablet

Penn Medicine helps power international COVID-19 data consortium

An international consortium involving Penn researchers pools electronic health record data from around the world to discover clinical insights about COVID-19.

From Penn Medicine News

Coronavirus models aren’t crystal balls. So what are they good for?
Microscopic coronavirus images superimposed over digital global map

Coronavirus models aren’t crystal balls. So what are they good for?

Epidemiologists and data scientists have been gathering data, making calculations, and creating mathematical models to answer critical questions about COVID-19, but math cannot account for the unpredictability of human behavior.

Penn Medicine

Childhood exposure to trauma costs society $458 billion annually
A young child sits in a hallway burying their head in their arms on a rather dirty carpet

Childhood exposure to trauma costs society $458 billion annually

Bureaucratic hurdles block access to treatment services, so they tend to go unused. This leads to adverse outcomes that put stress on public systems like social services and law enforcement.

Michele W. Berger

What factors predict success?
A person sitting at a desk covered in papers, with a computer screen in the background. Four people are blurry, in the foreground. They are all engaged in conversation.

The findings of this latest work add to the canon of overall knowledge about what factors predict success. They also strengthen Duckworth’s original theories about grit and, at the same time, highlight other attributes key to long-term achievement.

What factors predict success?

New research from Angela Duckworth and colleagues finds that characteristics beyond intelligence influence long-term achievement.

Michele W. Berger

Removing human bias from predictive modeling
rendering of the human head from three angles with visuals of networks reaching out from the center of the brain

Removing human bias from predictive modeling

Predictive modeling is supposed to be neutral, a way to help remove personal prejudices from decision-making. But the algorithms are packed with the same biases that are built into the real-world data used to create them. 

Penn Today Staff