12.1
Big Data
Childhood exposure to trauma costs society $458 billion annually
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.
What factors predict success?
What factors predict success?
New research from Angela Duckworth and colleagues finds that characteristics beyond intelligence influence long-term achievement.
Removing human bias from predictive modeling
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.
Can the additive tree expand machine learning in medicine?
Can the additive tree expand machine learning in medicine?
By combining elements of two widely used prediction models, the “additive tree” is a highly predictive model that is also easy to interpret.
Can artificial intelligence help answer HR’s toughest questions?
Can artificial intelligence help answer HR’s toughest questions?
Wharton's Peter Cappelli and Prasanna Tambe discuss the challenges companies face when they outsource their Human Resources departments to AI, allowing algorithms to remedy imperfect human decision-making for hiring, firing, scheduling, and promoting.
Crowdsourcing 10,000 years of land use
Crowdsourcing 10,000 years of land use
More than 250 archaeologists from around the world contributed their knowledge to ArchaeoGLOBE, an effort to better understand the prevalence of agriculture, pastoralism, and hunting and gathering at different points in human history.
Five insights into how the brain works
Five insights into how the brain works
As the Center for Neuroscience & Society celebrates 10 years, founding director Martha Farah reflects on the array of research from its faculty, on subjects from brain games to aggression.
Equifax breach and how credit agencies must change how they manage data
Equifax breach and how credit agencies must change how they manage data
Wharton’s David Zaring analyzes the Equifax settlement, struck last week between the credit reporting firm and federal regulators over a massive data breach in 2017, and the call for stronger legislation and regulatory restraints to protect consumers.
For non-Hispanic whites in the U.S., life expectancy outlook worsens
For non-Hispanic whites in the U.S., life expectancy outlook worsens
Research from Penn demographers shows that, though trends vary regionally, mortality is increasing, particularly for women, 25- to 44-year-olds, and those in rural areas.
A conversation about second-generation immigrants and mortality
A conversation about second-generation immigrants and mortality
In a Q&A, Penn demographer Michel Guillot discusses recent work showing that male children of immigrants from Algeria, Morocco, and Tunisia have a mortality rate nearly double that of the native population in France.