Societal Challenges
Return to GC Chapters Societal Challenges List - See Institutions
Decisions must be made in context to the Societal Challenges and try to avoid unintended consequences. See Sustainable Development Goals
- SDG 13: Climate Action
- Air - pollution, emissions, air quality
- Water - rivers, oceans, waste, microplastics etc. SDG Goal 6: Clean Water and Sanitation - SDG 14: Life Below Water
- Land - forests, grazing, wildlife, agriculture - SDG 15: Life on Land
- Fossil Fuels - oil, coal, natural gas
- Rare earth
3. Food Production
- Immigration
- Regenerative Agriculture
- GMOs, Organic, use of fertilizers, pesticides, weed killers, antibiotics,
4. Materials
- Packaging
- Waste Disposal
- Recycling
- Plastics
- Building Materials - Steel, cement, etc.
5. Manufacturing & Production
- SDG 9: Industry, Innovation and Infrastructure
- Manufacturing - SDG 12: Responsible Consumption and Production
- Also called institutional or structural
- Reparations - slavery, Jim Crowe, Mass Incarceration
- Jail Involved (20 million people)
- more people with criminal record than college degress - Tight Rope
- Convicted Felons getting work
- Recidivism
- Drug Possession
- Addiction
8. Equality
- Freedoms & Liberties SDG 16: Peace and Justice Strong Institutions* Racial Discrimination
- Gender equality - SDG 5: Gender Equality
- Sexual Orientation
- Policing
- Law enforcement
- Fire
- Emergency Medical Services
10. Guns
- Products,
- Transportation
- Banking
- Home Loans
- Credit Cards
- Food production
- Homeland Security - SDG 16: Peace and Justice Strong Institutions
- Cybersecurity
- Domestic Terrorism
- National Security - Military Threats
13. Digitalization
- Data privacy
- Digital monopolies
- Surveillance Capitalism & Surveillance Authoritarianism - shift from these use cases to societal challenges
- Online security
- Hacking
- Algorithmic bias
14. Data Resources - Data Infrastructure
- The new oil - most important resource to address societal challenges
- Accurate & Timely Data Feeds
- Data Rights - who owns it?
- Data Privacy vs Insight
- Research & Discovery & Insight
- Data Science Infrastrure
- Passive Data Collection (i.e., what we have today) vs. Active Data Collections to improve ML Models
- Data Creation - i.e., need to collect the 80% - social determination of health
- Need labeled data - we need to shift to AI first data strategy - what data do we need, then get it created
- Data Standardization - i.e., social determinants of health - collect data for
- Use of One Billion ML Models
- Digital Twins and Digital Phenotypes
- Use of Algorithms, ML Models in decison making - loans, prison sentences, job applicants
- Transparency & Explainability
- Ethics
- Biases
- Citizen Developers
16. Automation
- Autonomy - Autonomous Vehicles
- Robotic Process Automation (RPA), IPA
- Robots
17. Digital Media
- Disinformation and sowing discord
- Social Media - how do we keep people safe and free? Section 230
- Streaming Media - news, music, games, movies
- ML Algorithms that drive attention, engagement, find things, sell things
- Hacking Algorithms - Facebook Feeds, Viral tweets, Google Search/SEO, Tic-Toc, You Tube
- Digital Fakes - Made Up News, Videos, Photos
- News - traditional, lack of local news
- Fact bubbles - Public company reporting, Facts and narratives (including predictions/forward guidance)
- Narrative bubles - news fits into a narrative
18. Digital Divide
- Access & Competencies
- Telehealth - lack technology and skills
- Education - lack of computer, broadband
- Ordering Food, Medicines & Consumer goods
- Cell service
- Broadband
- Satellite
- Cable
- Quality smart phone, digital subscriptions (NY Times, WaPo)
19. Public Health
- Global pandemic - including protecting front-line workers health and finance (i.e., paid sick leave)
- Research, vaccinations, education (alcohol, tobacco)
- Worker safety standards, school nutrition
- Track Disease outbreaks, pandemics
- Promote guidelines and legislation (Smoking bans, air quality, seat belts) based on science.
20. Substance Use
- Drug possession crimes vs drug treatments
- Addictions - Opioids
- Alchohol, Prescription medications
21. Mental Health
- Depression, Anxiety, Stress
- Suicide - Deaths of Despair (Suicide, Drug Overdose, Alcohol-related)
- Parity - Mental Health vs. Physical Health
- Adverse Childhood Events (ACE)
22. Health
- Individual health - SDG 3: Good Health and Well-being
- Life Expectancy
- Manage chronic conditions - obesity,
23. Healthcare
- Affordability - Cost
- Access
- Healthcare Insurance
- Coordinated
- Health Outcomes
- Mental Health parity & treatments
24. Food
- Food insecurity - SDG 2: Zero Hunger
- Food deserts
- Nutrition
25. Crisis Response
- Economic Crisis
- Global Pandemic
- Natural Disasters
26. Social Capital
- Social Capital (Alienated America)
- Churches
- Social Organizations
- Safety
- Parks
- Schools-
- SDG 11: Sustainable Cities and Communities
- Food
- Utilities - water, sewage treatment, electricity, phone, internet
- District Heating
- Essential Services - Food, Consumables, Hospitals, Doctors, Mental Health
28. Buildings
- Windows, thermostats, heat pumps, green roofs
- insulation, builing automation, LED lighting
29. Transportation
- Public Transportation - SDG 9: Industry, Innovation and Infrastructure
- Autos
- Air Transport - airports, etc.
- Roads & Bridges
- Trucking & transportation of goods and services
- Logistics and deliveries
- Autonomous vehicles, drones, etc.
30. Energy
- Renewables - SDG 7: Affordable and Clean Energy - Wind, Geothermal, Solar, Hydro
- Oil, Gas and Coal
- Production and Distribution - SDG 9: Industry, Innovation and Infrastructure
31. Taxes
32. Research
- Basic Science and Innovation - SDG 9: Industry, Innovation and Infrastructure
- Climate Change
- Health - Cancer treatment discoveries
- Non-Randomized Real World Evidence (RWE) vs. Randonimzed Control Trials (RCT)
- Us and Them
- Functional Legislature - lack of collaboration
- Populism & Cancel Culture
- Political Cartel
- Fact & Narrative Bubbles - mask wearing, fair elections, climate change
- Gerrymandering - create threats from extreme left or right of party
- Political Cartel - keeps moderates out, prevents collaboration from happening
- Elections - fair
- Open Elections
- Representitive Government
- Mission and Goals - reflect the people
35. Institutional Trust & Effectiveness
36. Immigration
- Citizenship
- Worker Visas
- DACA
37. Globalization
- Governments Stability vs Values (i.e., Middle East, China, others)
- Global Conflicts
- Election Tampering
- Domestic Supply Chain
- Cyberseurity
38. Institutions
- Public trust
- Efficient
- Effective
39. Economic Capitalism & Growth
- Economic Growth
- GDP, Jobs, etc. - SDG 8: Decent Work and Economic Growth
- Competitiveness - monopolies
- Efficient
- Effectiveness
- Depletion of non-renewable resources such as fossil fuels, metals, and minerals
- Enough food, water and energy – that can support a human population
- Aging Population - Enough young to care for the old
- Workforce - farms, etc.
- Pandemic Disruptions
41. Entrepreneurship
- Small Business
- Business Start-ups
- Venture Capital
42. Jobs
- Future of Work
- Middle Income Jobs – Good Paying Jobs - SDG 8: Decent Work and Economic Growth
- Working Class Jobs - High School or Less, Some College
- Paid leave - Family, Sick with Covid-19 and need to come to work, can't go to doctor or take family member to doctor
- Gig Work - Employee vs. Contractor - need new classifications
- Workplace environment
- Workforce protections - discrimination, harassment, etc.
- Job Loss
- Career advancement
- Job Disruptions (Change, AI, Automation, Robots) - global pandemic
- Retrain, redistribute, Universal Basis Income, reduce hours
- Apprenticeship
- Job training
- Trade schools
- Retraining and reskiling
- Certificates - Nearly 30 Percent of Workers in the U.S. Need a License to Perform Their Job
46. Labor Force Participation
47. Child Care
- Affordable
- Cradle to full-time employment -SDG 4: Quality Education
- Student Loans
- Financial Aid
- Retirement Income
- Social Security System
51. Senior Living
- Nursing homes vs home care
- Affordable Adult Care & Automation
- Medications
52. Safety Net --> Enablement Net
- Food Stamps
- Temporary Assistance for Needy Families (TANF)
- Supplemental Nutrition Assistance Program (SNAP)
- Worker's Compensation
- Unemployment
- Social Security disability benefits (SSDI)
- Medicaid & CHIP
- School Lunches
- Housing & Utilities support
53. Homelessness
54. Housing
- Affordable
- Home Loans
55. Poverty
- SDG 1: No Poverty
56. Income and Wealth Inequality
- Individual - SDG 10: Reduced Inequality
- Entrepreneurship - start a business, seed a startup
- Home Purchase
57. Meritocracy & Equity
- Brett Cavanaugh vs Sonia Sotmayor
- Fairness & Equity
- Equity vs. Equality
58. Social Mobility "American Dream" Enablement Opportunity (Individual)
- #1 Upward/downward mobility - American Dream
- #2 Intergenerational mobility
- #3 Structural Mobility - attributable to changes in society as a whole - everyone can't be above average
- SDG 17: Partnerships to achieve the Goal
- Income mobility
- Raj Chetty - 2014 study on income mobility
- Loneliness
- Deaths of Dispair