Summary by TwinMind · 9m 37s
Summary by TwinMind · 9m 37s
The Vital Data You Flush Down the Toilet | Newsha Ghaeli | TED
The Vital Data You Flush Down the Toilet | Newsha Ghaeli | TED
TED
TED
Introduction to Wastewater Data Collection
- Sewage contains wealth of health/wellbeing information flowing beneath city streets
- Every toilet use contributes valuable data to city sewers
- Urine/stool contain rich health information doctors analyze regularly
- Waste mixes with hundreds of thousands of other people's waste
- Tiny sample from wastewater treatment plant represents >1 million people
- Can detect: infectious disease viruses, chemical markers for drugs, collective microbiome bacteria
Data Privacy and Aggregation Benefits
- Sewage naturally aggregated and anonymized vs. personal smartphone/smartwatch data
- No way to tie information back to specific person after mixing with thousands
- Described as "perfect data dump"
- Potential to radically improve health outcomes in cities worldwide
Big Data Context in Cities
- Growing field called wastewater epidemiology
- Cities generate massive data: phone calls, package deliveries, miles driven, camera sensors, drones, air quality/water monitoring, healthcare/educational systems
- Digital breadcrumbs tell unique stories about cities and lifestyles
- Data can inform real-time improvements: social policy, environmental management, health equity
- Cities generate hundreds of millions of terabytes daily
Urbanization Statistics and Urgency
- For first time in human history: >50% of people live in cities
- By 2050: nearly 7 in 10 people will live in cities
- Biggest crises (climate change, pandemics, growing inequality) will hit cities first and hardest
- Big data era offers opportunity for new creative solutions
COVID-19 Wastewater Monitoring Success
- Gained popularity during COVID-19 pandemic (2020)
- Research groups worldwide detected SARS-CoV-2 RNA in sewage samples
- Sewage provided accurate representation of COVID activity in communities
- Time series data from March 2020 through present:
- Blue line: COVID virus concentrations in US sewage samples
- Yellow line: COVID clinical case data
- First 2 years: datasets tracked very well (people getting PCR tested frequently)
- Past 1.5-2 years: divergence in datasets (people testing less often)
- Sewage doesn't require healthcare access - everyone represented through normal bodily functions
Predictive Capabilities
- Sewage serves as leading indicator of new COVID clinical cases
- Infectious disease viruses incubate before symptoms/testing
- People excrete virus for days during incubation
- COVID sewage data: 1-3 weeks leading indicator for clinical cases
Boston Children's Hospital Case Study
- December 2021 Omicron wave example
- Cases skyrocketed across country end of December, didn't slow until end of January
- Boston Children's Hospital monitored Boston area sewage
- Saw sewage levels rise weeks earlier
- Proactively postponed all non-emergency medical procedures
- Freed up resources to adequately respond to incoming hospitalizations
Drug Epidemic Application
- Pre-pandemic: drug epidemic was biggest US public health crisis
- Drug overdoses growing year-over-year
- Leading cause of accidental death for Americans under 50
- 2018 North Carolina small town case study:
- Overdoses increasing, needed better data
- Analyzed sewage samples from several city sites
- Found prescription opioids most commonly consumed (not injectable opioids)
- City diverted resources from needle exchange sites to medication takeback programs
- Held dozens of town halls about prescription painkiller adverse effects
- Result: 40% reduction in overdoses that year
- First time community engaged in dialogue around drugs/addiction/overdose
Global Expansion and Future Applications
- Pre-pandemic: tiny field with <12 experts worldwide
- Today: 72 countries use wastewater monitoring for COVID-19
- Future applications:
- Predict influenza and RSV peaks annually for hospital preparation
- Map nutrition in cities to identify food deserts and understand social determinants of health
- Identify superbugs and antibiotic resistant genes as they emerge
- Prevent next pandemic before it happens
Historical Context and Urban Intelligence
- Cholera prompted London to build modern sewer systems
- Poor health in NYC tenements catalyzed Central Park construction
- Cities can learn from COVID-19 experience
- Foster new intelligent urbanization
- Scientists, policy makers, architects, urban planners harnessing technology/big data to future-proof cities
- Chief Technology Officers appointed in cities worldwide over last decade
- Roles once reserved for Silicon Valley boardrooms now in City Hall
Call to Action
- Consider data contribution when: swiping credit cards, taking taxis, tapping metro cards
- Contributing to city's ever-growing digital infrastructure
- Using toilet = doing civic duty
