Societal Challenges

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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

1. Climate Change

  • SDG 13: Climate Action

2. Natural Resources

  • 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

6. Systemic Racism

  • Also called institutional or structural
  • Reparations - slavery, Jim Crowe, Mass Incarceration

7. Criminal Justice

  • 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

9. Public Safety

  • Policing
  • Law enforcement
  • Fire
  • Emergency Medical Services

10. Guns

11. Consumer Protections

  • Products,
  • Transportation
  • Banking
  • Home Loans
  • Credit Cards
  • Food production

12. Homeland Security

  • 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

15. AI & Human Collaboration

  • 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

27. Community Resources

  • 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)

33. Political Polarization

  • 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

34. Democratic Society

  • 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

40. Economic Sustainability

  • 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

43. Employment Protections

  • 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.

44. Workforce Disruptions

  • Job Loss
  • Career advancement
  • Job Disruptions (Change, AI, Automation, Robots) - global pandemic
    • Retrain, redistribute, Universal Basis Income, reduce hours

45. Workforce Training

46. Labor Force Participation

47. Child Care

  • Affordable

48. Primary Education

  • Cradle to full-time employment -SDG 4: Quality Education

49. College Education

  • Student Loans
  • Financial Aid

50. Retirement Security

  • 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

59. Individual Well-Being

  • Loneliness
  • Deaths of Dispair