SlideShare une entreprise Scribd logo
1  sur  6
Does the existence of drought
influence the frequency of conflict
             events?

                 Theory:
                 Drought causes resource scarcity,
                 leading humans to more and more
                 extreme methods for sustenance.




                                          Tim Maher
Literature results: it depends
  Several Studies focusing on Africa have determined
that climatic variables are not significant in influencing
the onset of conflict events.

•   Security lit concludes that other variables are more significant (conflict
    history, percent of population that is powerless, etc.,)

 Others looking at a global scale have determined that
conflicts are twice as likely to occur in tropics during El
Nino years rather than La Nina years.
                          El Nino leads to dry, drought-prone conditions in the tropics.

                           •    What about directly including droughts in regression?
Model and Data
                robust logit analysis:


onset = civil war outbreak = the first year of recorded battles in wars that generated at
    least 25 deaths per year. This variable was generated from the Uppsala Conflict
    Data Program/Peace Research Institute in Oslo (UCDP/PRIO) Armed Conflict
    Dataset.
 pcw= post-Cold War dummy variable = coded 1 for years 1990 and later.
wheatchnglag = change in average annual wheat price, lagged one year. This accounts
    for non-regionally located droughts. Data was gathered from the USDA.
cumint = Intensity of conflict, taking into account conflict history. Coded 1 if conflict,
    since onset, has exceeded 1000 battle-related deaths, else 0.
gdppc = GDP per capita, data gathered via USDA ERS Macroeconomic dataset.
pwrlpop = percent of population excluded from access to national power. variable
    generated by Ethnic Power Relations dataset.
moderate = existence of moderate drought, using historical PDSI data from UCAR.
Results:
 robust logit -                        Prob of F-Stat:   0.0000

onset                                  R^2:              0.1667

Variable                 Coefficient   P-Value
                                                     Colonial
Post Cold War            .5263642       0.019        vacuum

Lagged Change in Wheat   -.5683508      0.311

Historical Conflict?     -2.100427      0.000        Memory?

GDPpc                    -.0000908      0.001        Sustenance
                                                     satisfied?
Powerless Pop            .4521971       0.390
Moderate Drought         .4691432       0.041        Other
                                                     droughts?
Constant                 -.4729777      0.025
Results - conclusive?
No!

If moderate is
   significant:
•   severe? -> NO
•   extreme? -> NO

Why?
Policy Implications
Caution: modern data collection/processing is only just now
  beginning to understand the causes of conflicts.

In some cases, droughts may be considered influential.
•   future droughts likely to exceed any droughts humans
    have experienced thus far

Must analyze conflicts on case by case basis!
• Some common factors, but all conflicts are unique
• Regional analysis can assist with this - I focused on
  global

Contenu connexe

En vedette

4 new- robinson- ifa 1
4  new- robinson- ifa 14  new- robinson- ifa 1
4 new- robinson- ifa 1ifa2012_2
 
2 leist anja ifa-300512_final
2 leist anja ifa-300512_final2 leist anja ifa-300512_final
2 leist anja ifa-300512_finalifa2012_2
 
Game gestalt theraphy
Game gestalt theraphy Game gestalt theraphy
Game gestalt theraphy almitallende
 
コンテンツSeo(株式会社エスタイル)
コンテンツSeo(株式会社エスタイル)コンテンツSeo(株式会社エスタイル)
コンテンツSeo(株式会社エスタイル)Tomoyuki Miyahara
 
1 chong 990 insomnia 4
1 chong 990 insomnia 41 chong 990 insomnia 4
1 chong 990 insomnia 4ifa2012_2
 
3 ramovš praga sograp12
3 ramovš praga sograp123 ramovš praga sograp12
3 ramovš praga sograp12ifa2012_2
 

En vedette (9)

4 new- robinson- ifa 1
4  new- robinson- ifa 14  new- robinson- ifa 1
4 new- robinson- ifa 1
 
2 leist anja ifa-300512_final
2 leist anja ifa-300512_final2 leist anja ifa-300512_final
2 leist anja ifa-300512_final
 
Game gestalt theraphy
Game gestalt theraphy Game gestalt theraphy
Game gestalt theraphy
 
Yafo Flea Market
Yafo Flea MarketYafo Flea Market
Yafo Flea Market
 
コンテンツSeo(株式会社エスタイル)
コンテンツSeo(株式会社エスタイル)コンテンツSeo(株式会社エスタイル)
コンテンツSeo(株式会社エスタイル)
 
1 chong 990 insomnia 4
1 chong 990 insomnia 41 chong 990 insomnia 4
1 chong 990 insomnia 4
 
Grunt入門
Grunt入門Grunt入門
Grunt入門
 
Ortiz Carlos
Ortiz CarlosOrtiz Carlos
Ortiz Carlos
 
3 ramovš praga sograp12
3 ramovš praga sograp123 ramovš praga sograp12
3 ramovš praga sograp12
 

Similaire à Econ drought conflict presentation

[NSSP+4-Module+6]+Dr+Villar+-+Security+and+the+Environment+in+the+Philippines...
[NSSP+4-Module+6]+Dr+Villar+-+Security+and+the+Environment+in+the+Philippines...[NSSP+4-Module+6]+Dr+Villar+-+Security+and+the+Environment+in+the+Philippines...
[NSSP+4-Module+6]+Dr+Villar+-+Security+and+the+Environment+in+the+Philippines...EMilo8
 
Presentation- Fourth Roundtable on Financing Water- Roger Pulwarty
Presentation- Fourth Roundtable on Financing Water- Roger PulwartyPresentation- Fourth Roundtable on Financing Water- Roger Pulwarty
Presentation- Fourth Roundtable on Financing Water- Roger PulwartyOECD Environment
 
Wdr2010 Graphics Ch2
Wdr2010 Graphics Ch2Wdr2010 Graphics Ch2
Wdr2010 Graphics Ch2wringobanker
 
Lecture 9 impacts of climate change
Lecture 9   impacts of climate changeLecture 9   impacts of climate change
Lecture 9 impacts of climate changepolylsgiedx
 
Unit1f global disaster trends
Unit1f global disaster  trendsUnit1f global disaster  trends
Unit1f global disaster trendsDr.R. SELVAM
 
What are climate anomalies and why are they important? (BC3 Summer School _Ju...
What are climate anomalies and why are they important? (BC3 Summer School _Ju...What are climate anomalies and why are they important? (BC3 Summer School _Ju...
What are climate anomalies and why are they important? (BC3 Summer School _Ju...BC3 - Basque Center for Climate Change
 
A Comparative Study of the Mortality Risk of Extreme Temperature in Urban and...
A Comparative Study of the Mortality Risk of Extreme Temperature in Urban and...A Comparative Study of the Mortality Risk of Extreme Temperature in Urban and...
A Comparative Study of the Mortality Risk of Extreme Temperature in Urban and...Global Risk Forum GRFDavos
 
A Comparative Study of the Mortality Risk of Extreme Temperature in Urban and...
A Comparative Study of the Mortality Risk of Extreme Temperature in Urban and...A Comparative Study of the Mortality Risk of Extreme Temperature in Urban and...
A Comparative Study of the Mortality Risk of Extreme Temperature in Urban and...Global Risk Forum GRFDavos
 
Cca phil setting pagba apr2014
Cca phil setting pagba apr2014Cca phil setting pagba apr2014
Cca phil setting pagba apr2014Marho Realty
 
COVID-19: The Day Before | Land use change and biodiversity loss – the scenar...
COVID-19: The Day Before | Land use change and biodiversity loss – the scenar...COVID-19: The Day Before | Land use change and biodiversity loss – the scenar...
COVID-19: The Day Before | Land use change and biodiversity loss – the scenar...El día después será...
 
Richard Black's presentation - OECD - PGD Expert Meeting
Richard Black's presentation - OECD - PGD Expert MeetingRichard Black's presentation - OECD - PGD Expert Meeting
Richard Black's presentation - OECD - PGD Expert MeetingOECD Development Centre, Paris
 
Urban Flood Management: Towards A Holistic Approach. Engineering Solutions: A...
Urban Flood Management: Towards A Holistic Approach. Engineering Solutions: A...Urban Flood Management: Towards A Holistic Approach. Engineering Solutions: A...
Urban Flood Management: Towards A Holistic Approach. Engineering Solutions: A...Oswar Mungkasa
 
Global Hazard Trends
Global Hazard TrendsGlobal Hazard Trends
Global Hazard Trendstotal
 
Unit ii global-hazard-trends
Unit ii   global-hazard-trendsUnit ii   global-hazard-trends
Unit ii global-hazard-trendsjagadish108
 
Climate Change and Its Impacts on Agriculture
Climate Change and Its Impacts on AgricultureClimate Change and Its Impacts on Agriculture
Climate Change and Its Impacts on Agriculturemeih
 
Gearing a National Statistical System Towards the Measurement of the Impact o...
Gearing a National Statistical System Towards the Measurement of the Impact o...Gearing a National Statistical System Towards the Measurement of the Impact o...
Gearing a National Statistical System Towards the Measurement of the Impact o...No to mining in Palawan
 
Shared waters: conflict or cooperation
Shared waters: conflict or cooperationShared waters: conflict or cooperation
Shared waters: conflict or cooperationmhnb
 
Chapter 1_DisasterNursing_GilbertFernando.pptx
Chapter 1_DisasterNursing_GilbertFernando.pptxChapter 1_DisasterNursing_GilbertFernando.pptx
Chapter 1_DisasterNursing_GilbertFernando.pptxGilbertFernando5
 

Similaire à Econ drought conflict presentation (20)

[NSSP+4-Module+6]+Dr+Villar+-+Security+and+the+Environment+in+the+Philippines...
[NSSP+4-Module+6]+Dr+Villar+-+Security+and+the+Environment+in+the+Philippines...[NSSP+4-Module+6]+Dr+Villar+-+Security+and+the+Environment+in+the+Philippines...
[NSSP+4-Module+6]+Dr+Villar+-+Security+and+the+Environment+in+the+Philippines...
 
20120816 london.pptx
20120816 london.pptx20120816 london.pptx
20120816 london.pptx
 
Presentation- Fourth Roundtable on Financing Water- Roger Pulwarty
Presentation- Fourth Roundtable on Financing Water- Roger PulwartyPresentation- Fourth Roundtable on Financing Water- Roger Pulwarty
Presentation- Fourth Roundtable on Financing Water- Roger Pulwarty
 
Wdr2010 Graphics Ch2
Wdr2010 Graphics Ch2Wdr2010 Graphics Ch2
Wdr2010 Graphics Ch2
 
Lecture 9 impacts of climate change
Lecture 9   impacts of climate changeLecture 9   impacts of climate change
Lecture 9 impacts of climate change
 
Unit1f global disaster trends
Unit1f global disaster  trendsUnit1f global disaster  trends
Unit1f global disaster trends
 
What are climate anomalies and why are they important? (BC3 Summer School _Ju...
What are climate anomalies and why are they important? (BC3 Summer School _Ju...What are climate anomalies and why are they important? (BC3 Summer School _Ju...
What are climate anomalies and why are they important? (BC3 Summer School _Ju...
 
A Comparative Study of the Mortality Risk of Extreme Temperature in Urban and...
A Comparative Study of the Mortality Risk of Extreme Temperature in Urban and...A Comparative Study of the Mortality Risk of Extreme Temperature in Urban and...
A Comparative Study of the Mortality Risk of Extreme Temperature in Urban and...
 
A Comparative Study of the Mortality Risk of Extreme Temperature in Urban and...
A Comparative Study of the Mortality Risk of Extreme Temperature in Urban and...A Comparative Study of the Mortality Risk of Extreme Temperature in Urban and...
A Comparative Study of the Mortality Risk of Extreme Temperature in Urban and...
 
Cca phil setting pagba apr2014
Cca phil setting pagba apr2014Cca phil setting pagba apr2014
Cca phil setting pagba apr2014
 
COVID-19: The Day Before | Land use change and biodiversity loss – the scenar...
COVID-19: The Day Before | Land use change and biodiversity loss – the scenar...COVID-19: The Day Before | Land use change and biodiversity loss – the scenar...
COVID-19: The Day Before | Land use change and biodiversity loss – the scenar...
 
Richard Black's presentation - OECD - PGD Expert Meeting
Richard Black's presentation - OECD - PGD Expert MeetingRichard Black's presentation - OECD - PGD Expert Meeting
Richard Black's presentation - OECD - PGD Expert Meeting
 
Richard Black - migration and climate feb 15
Richard Black - migration and climate feb 15Richard Black - migration and climate feb 15
Richard Black - migration and climate feb 15
 
Urban Flood Management: Towards A Holistic Approach. Engineering Solutions: A...
Urban Flood Management: Towards A Holistic Approach. Engineering Solutions: A...Urban Flood Management: Towards A Holistic Approach. Engineering Solutions: A...
Urban Flood Management: Towards A Holistic Approach. Engineering Solutions: A...
 
Global Hazard Trends
Global Hazard TrendsGlobal Hazard Trends
Global Hazard Trends
 
Unit ii global-hazard-trends
Unit ii   global-hazard-trendsUnit ii   global-hazard-trends
Unit ii global-hazard-trends
 
Climate Change and Its Impacts on Agriculture
Climate Change and Its Impacts on AgricultureClimate Change and Its Impacts on Agriculture
Climate Change and Its Impacts on Agriculture
 
Gearing a National Statistical System Towards the Measurement of the Impact o...
Gearing a National Statistical System Towards the Measurement of the Impact o...Gearing a National Statistical System Towards the Measurement of the Impact o...
Gearing a National Statistical System Towards the Measurement of the Impact o...
 
Shared waters: conflict or cooperation
Shared waters: conflict or cooperationShared waters: conflict or cooperation
Shared waters: conflict or cooperation
 
Chapter 1_DisasterNursing_GilbertFernando.pptx
Chapter 1_DisasterNursing_GilbertFernando.pptxChapter 1_DisasterNursing_GilbertFernando.pptx
Chapter 1_DisasterNursing_GilbertFernando.pptx
 

Dernier

Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)wesley chun
 
Advantages of Hiring UIUX Design Service Providers for Your Business
Advantages of Hiring UIUX Design Service Providers for Your BusinessAdvantages of Hiring UIUX Design Service Providers for Your Business
Advantages of Hiring UIUX Design Service Providers for Your BusinessPixlogix Infotech
 
Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024The Digital Insurer
 
Handwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsHandwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsMaria Levchenko
 
08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking Men08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking MenDelhi Call girls
 
Slack Application Development 101 Slides
Slack Application Development 101 SlidesSlack Application Development 101 Slides
Slack Application Development 101 Slidespraypatel2
 
GenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationGenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationMichael W. Hawkins
 
What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?Antenna Manufacturer Coco
 
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...apidays
 
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...Miguel Araújo
 
Real Time Object Detection Using Open CV
Real Time Object Detection Using Open CVReal Time Object Detection Using Open CV
Real Time Object Detection Using Open CVKhem
 
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptxHampshireHUG
 
Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Enterprise Knowledge
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerThousandEyes
 
08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking MenDelhi Call girls
 
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...Drew Madelung
 
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...
Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...Neo4j
 
CNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of ServiceCNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of Servicegiselly40
 
A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)Gabriella Davis
 
Exploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone ProcessorsExploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone Processorsdebabhi2
 

Dernier (20)

Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)
 
Advantages of Hiring UIUX Design Service Providers for Your Business
Advantages of Hiring UIUX Design Service Providers for Your BusinessAdvantages of Hiring UIUX Design Service Providers for Your Business
Advantages of Hiring UIUX Design Service Providers for Your Business
 
Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024
 
Handwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsHandwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed texts
 
08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking Men08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking Men
 
Slack Application Development 101 Slides
Slack Application Development 101 SlidesSlack Application Development 101 Slides
Slack Application Development 101 Slides
 
GenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationGenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day Presentation
 
What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?
 
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
 
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
 
Real Time Object Detection Using Open CV
Real Time Object Detection Using Open CVReal Time Object Detection Using Open CV
Real Time Object Detection Using Open CV
 
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
 
Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected Worker
 
08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men
 
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
 
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...
Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...
 
CNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of ServiceCNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of Service
 
A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)
 
Exploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone ProcessorsExploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone Processors
 

Econ drought conflict presentation

  • 1. Does the existence of drought influence the frequency of conflict events? Theory: Drought causes resource scarcity, leading humans to more and more extreme methods for sustenance. Tim Maher
  • 2. Literature results: it depends Several Studies focusing on Africa have determined that climatic variables are not significant in influencing the onset of conflict events. • Security lit concludes that other variables are more significant (conflict history, percent of population that is powerless, etc.,) Others looking at a global scale have determined that conflicts are twice as likely to occur in tropics during El Nino years rather than La Nina years. El Nino leads to dry, drought-prone conditions in the tropics. • What about directly including droughts in regression?
  • 3. Model and Data robust logit analysis: onset = civil war outbreak = the first year of recorded battles in wars that generated at least 25 deaths per year. This variable was generated from the Uppsala Conflict Data Program/Peace Research Institute in Oslo (UCDP/PRIO) Armed Conflict Dataset. pcw= post-Cold War dummy variable = coded 1 for years 1990 and later. wheatchnglag = change in average annual wheat price, lagged one year. This accounts for non-regionally located droughts. Data was gathered from the USDA. cumint = Intensity of conflict, taking into account conflict history. Coded 1 if conflict, since onset, has exceeded 1000 battle-related deaths, else 0. gdppc = GDP per capita, data gathered via USDA ERS Macroeconomic dataset. pwrlpop = percent of population excluded from access to national power. variable generated by Ethnic Power Relations dataset. moderate = existence of moderate drought, using historical PDSI data from UCAR.
  • 4. Results: robust logit - Prob of F-Stat: 0.0000 onset R^2: 0.1667 Variable Coefficient P-Value Colonial Post Cold War .5263642 0.019 vacuum Lagged Change in Wheat -.5683508 0.311 Historical Conflict? -2.100427 0.000 Memory? GDPpc -.0000908 0.001 Sustenance satisfied? Powerless Pop .4521971 0.390 Moderate Drought .4691432 0.041 Other droughts? Constant -.4729777 0.025
  • 5. Results - conclusive? No! If moderate is significant: • severe? -> NO • extreme? -> NO Why?
  • 6. Policy Implications Caution: modern data collection/processing is only just now beginning to understand the causes of conflicts. In some cases, droughts may be considered influential. • future droughts likely to exceed any droughts humans have experienced thus far Must analyze conflicts on case by case basis! • Some common factors, but all conflicts are unique • Regional analysis can assist with this - I focused on global