SlideShare a Scribd company logo
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

More Related Content

Viewers also liked

4 new- robinson- ifa 1
4  new- robinson- ifa 14  new- robinson- ifa 1
4 new- robinson- ifa 1
ifa2012_2
 
2 leist anja ifa-300512_final
2 leist anja ifa-300512_final2 leist anja ifa-300512_final
2 leist anja ifa-300512_final
ifa2012_2
 
Game gestalt theraphy
Game gestalt theraphy Game gestalt theraphy
Game gestalt theraphy
almitallende
 
Yafo Flea Market
Yafo Flea MarketYafo Flea Market
Yafo Flea Market
Amos Shacham
 
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 4
ifa2012_2
 
Grunt入門
Grunt入門Grunt入門
Grunt入門
Tsuyoshi Maeda
 
Ortiz Carlos
Ortiz CarlosOrtiz Carlos
Ortiz Carlos
xAlfred Ortizx
 
3 ramovš praga sograp12
3 ramovš praga sograp123 ramovš praga sograp12
3 ramovš praga sograp12
ifa2012_2
 

Viewers also liked (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
 

Similar to 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
 
20120816 london.pptx
20120816 london.pptx20120816 london.pptx
20120816 london.pptx
StephenMcIntyre17
 
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
OECD Environment
 
Wdr2010 Graphics Ch2
Wdr2010 Graphics Ch2Wdr2010 Graphics Ch2
Wdr2010 Graphics Ch2
wringobanker
 
Lecture 9 impacts of climate change
Lecture 9   impacts of climate changeLecture 9   impacts of climate change
Lecture 9 impacts of climate change
polylsgiedx
 
Unit1f global disaster trends
Unit1f global disaster  trendsUnit1f global disaster  trends
Unit1f global disaster trends
Dr.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 apr2014
Marho 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 - 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
OECD Development Centre, Paris
 
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
OECD 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 Trends
total
 
Unit ii global-hazard-trends
Unit ii   global-hazard-trendsUnit ii   global-hazard-trends
Unit ii global-hazard-trends
jagadish108
 
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
meih
 
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 cooperation
mhnb
 
Chapter 1_DisasterNursing_GilbertFernando.pptx
Chapter 1_DisasterNursing_GilbertFernando.pptxChapter 1_DisasterNursing_GilbertFernando.pptx
Chapter 1_DisasterNursing_GilbertFernando.pptx
GilbertFernando5
 

Similar to 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 - 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
 
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
 
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
 

Recently uploaded

How to Interpret Trends in the Kalyan Rajdhani Mix Chart.pdf
How to Interpret Trends in the Kalyan Rajdhani Mix Chart.pdfHow to Interpret Trends in the Kalyan Rajdhani Mix Chart.pdf
How to Interpret Trends in the Kalyan Rajdhani Mix Chart.pdf
Chart Kalyan
 
Digital Marketing Trends in 2024 | Guide for Staying Ahead
Digital Marketing Trends in 2024 | Guide for Staying AheadDigital Marketing Trends in 2024 | Guide for Staying Ahead
Digital Marketing Trends in 2024 | Guide for Staying Ahead
Wask
 
20240607 QFM018 Elixir Reading List May 2024
20240607 QFM018 Elixir Reading List May 202420240607 QFM018 Elixir Reading List May 2024
20240607 QFM018 Elixir Reading List May 2024
Matthew Sinclair
 
Main news related to the CCS TSI 2023 (2023/1695)
Main news related to the CCS TSI 2023 (2023/1695)Main news related to the CCS TSI 2023 (2023/1695)
Main news related to the CCS TSI 2023 (2023/1695)
Jakub Marek
 
How to Get CNIC Information System with Paksim Ga.pptx
How to Get CNIC Information System with Paksim Ga.pptxHow to Get CNIC Information System with Paksim Ga.pptx
How to Get CNIC Information System with Paksim Ga.pptx
danishmna97
 
Nordic Marketo Engage User Group_June 13_ 2024.pptx
Nordic Marketo Engage User Group_June 13_ 2024.pptxNordic Marketo Engage User Group_June 13_ 2024.pptx
Nordic Marketo Engage User Group_June 13_ 2024.pptx
MichaelKnudsen27
 
Cosa hanno in comune un mattoncino Lego e la backdoor XZ?
Cosa hanno in comune un mattoncino Lego e la backdoor XZ?Cosa hanno in comune un mattoncino Lego e la backdoor XZ?
Cosa hanno in comune un mattoncino Lego e la backdoor XZ?
Speck&Tech
 
Programming Foundation Models with DSPy - Meetup Slides
Programming Foundation Models with DSPy - Meetup SlidesProgramming Foundation Models with DSPy - Meetup Slides
Programming Foundation Models with DSPy - Meetup Slides
Zilliz
 
WeTestAthens: Postman's AI & Automation Techniques
WeTestAthens: Postman's AI & Automation TechniquesWeTestAthens: Postman's AI & Automation Techniques
WeTestAthens: Postman's AI & Automation Techniques
Postman
 
Webinar: Designing a schema for a Data Warehouse
Webinar: Designing a schema for a Data WarehouseWebinar: Designing a schema for a Data Warehouse
Webinar: Designing a schema for a Data Warehouse
Federico Razzoli
 
Unlock the Future of Search with MongoDB Atlas_ Vector Search Unleashed.pdf
Unlock the Future of Search with MongoDB Atlas_ Vector Search Unleashed.pdfUnlock the Future of Search with MongoDB Atlas_ Vector Search Unleashed.pdf
Unlock the Future of Search with MongoDB Atlas_ Vector Search Unleashed.pdf
Malak Abu Hammad
 
みなさんこんにちはこれ何文字まで入るの?40文字以下不可とか本当に意味わからないけどこれ限界文字数書いてないからマジでやばい文字数いけるんじゃないの?えこ...
みなさんこんにちはこれ何文字まで入るの?40文字以下不可とか本当に意味わからないけどこれ限界文字数書いてないからマジでやばい文字数いけるんじゃないの?えこ...みなさんこんにちはこれ何文字まで入るの?40文字以下不可とか本当に意味わからないけどこれ限界文字数書いてないからマジでやばい文字数いけるんじゃないの?えこ...
みなさんこんにちはこれ何文字まで入るの?40文字以下不可とか本当に意味わからないけどこれ限界文字数書いてないからマジでやばい文字数いけるんじゃないの?えこ...
名前 です男
 
Building Production Ready Search Pipelines with Spark and Milvus
Building Production Ready Search Pipelines with Spark and MilvusBuilding Production Ready Search Pipelines with Spark and Milvus
Building Production Ready Search Pipelines with Spark and Milvus
Zilliz
 
Choosing The Best AWS Service For Your Website + API.pptx
Choosing The Best AWS Service For Your Website + API.pptxChoosing The Best AWS Service For Your Website + API.pptx
Choosing The Best AWS Service For Your Website + API.pptx
Brandon Minnick, MBA
 
TrustArc Webinar - 2024 Global Privacy Survey
TrustArc Webinar - 2024 Global Privacy SurveyTrustArc Webinar - 2024 Global Privacy Survey
TrustArc Webinar - 2024 Global Privacy Survey
TrustArc
 
HCL Notes and Domino License Cost Reduction in the World of DLAU
HCL Notes and Domino License Cost Reduction in the World of DLAUHCL Notes and Domino License Cost Reduction in the World of DLAU
HCL Notes and Domino License Cost Reduction in the World of DLAU
panagenda
 
5th LF Energy Power Grid Model Meet-up Slides
5th LF Energy Power Grid Model Meet-up Slides5th LF Energy Power Grid Model Meet-up Slides
5th LF Energy Power Grid Model Meet-up Slides
DanBrown980551
 
How to use Firebase Data Connect For Flutter
How to use Firebase Data Connect For FlutterHow to use Firebase Data Connect For Flutter
How to use Firebase Data Connect For Flutter
Daiki Mogmet Ito
 
“Building and Scaling AI Applications with the Nx AI Manager,” a Presentation...
“Building and Scaling AI Applications with the Nx AI Manager,” a Presentation...“Building and Scaling AI Applications with the Nx AI Manager,” a Presentation...
“Building and Scaling AI Applications with the Nx AI Manager,” a Presentation...
Edge AI and Vision Alliance
 
20240609 QFM020 Irresponsible AI Reading List May 2024
20240609 QFM020 Irresponsible AI Reading List May 202420240609 QFM020 Irresponsible AI Reading List May 2024
20240609 QFM020 Irresponsible AI Reading List May 2024
Matthew Sinclair
 

Recently uploaded (20)

How to Interpret Trends in the Kalyan Rajdhani Mix Chart.pdf
How to Interpret Trends in the Kalyan Rajdhani Mix Chart.pdfHow to Interpret Trends in the Kalyan Rajdhani Mix Chart.pdf
How to Interpret Trends in the Kalyan Rajdhani Mix Chart.pdf
 
Digital Marketing Trends in 2024 | Guide for Staying Ahead
Digital Marketing Trends in 2024 | Guide for Staying AheadDigital Marketing Trends in 2024 | Guide for Staying Ahead
Digital Marketing Trends in 2024 | Guide for Staying Ahead
 
20240607 QFM018 Elixir Reading List May 2024
20240607 QFM018 Elixir Reading List May 202420240607 QFM018 Elixir Reading List May 2024
20240607 QFM018 Elixir Reading List May 2024
 
Main news related to the CCS TSI 2023 (2023/1695)
Main news related to the CCS TSI 2023 (2023/1695)Main news related to the CCS TSI 2023 (2023/1695)
Main news related to the CCS TSI 2023 (2023/1695)
 
How to Get CNIC Information System with Paksim Ga.pptx
How to Get CNIC Information System with Paksim Ga.pptxHow to Get CNIC Information System with Paksim Ga.pptx
How to Get CNIC Information System with Paksim Ga.pptx
 
Nordic Marketo Engage User Group_June 13_ 2024.pptx
Nordic Marketo Engage User Group_June 13_ 2024.pptxNordic Marketo Engage User Group_June 13_ 2024.pptx
Nordic Marketo Engage User Group_June 13_ 2024.pptx
 
Cosa hanno in comune un mattoncino Lego e la backdoor XZ?
Cosa hanno in comune un mattoncino Lego e la backdoor XZ?Cosa hanno in comune un mattoncino Lego e la backdoor XZ?
Cosa hanno in comune un mattoncino Lego e la backdoor XZ?
 
Programming Foundation Models with DSPy - Meetup Slides
Programming Foundation Models with DSPy - Meetup SlidesProgramming Foundation Models with DSPy - Meetup Slides
Programming Foundation Models with DSPy - Meetup Slides
 
WeTestAthens: Postman's AI & Automation Techniques
WeTestAthens: Postman's AI & Automation TechniquesWeTestAthens: Postman's AI & Automation Techniques
WeTestAthens: Postman's AI & Automation Techniques
 
Webinar: Designing a schema for a Data Warehouse
Webinar: Designing a schema for a Data WarehouseWebinar: Designing a schema for a Data Warehouse
Webinar: Designing a schema for a Data Warehouse
 
Unlock the Future of Search with MongoDB Atlas_ Vector Search Unleashed.pdf
Unlock the Future of Search with MongoDB Atlas_ Vector Search Unleashed.pdfUnlock the Future of Search with MongoDB Atlas_ Vector Search Unleashed.pdf
Unlock the Future of Search with MongoDB Atlas_ Vector Search Unleashed.pdf
 
みなさんこんにちはこれ何文字まで入るの?40文字以下不可とか本当に意味わからないけどこれ限界文字数書いてないからマジでやばい文字数いけるんじゃないの?えこ...
みなさんこんにちはこれ何文字まで入るの?40文字以下不可とか本当に意味わからないけどこれ限界文字数書いてないからマジでやばい文字数いけるんじゃないの?えこ...みなさんこんにちはこれ何文字まで入るの?40文字以下不可とか本当に意味わからないけどこれ限界文字数書いてないからマジでやばい文字数いけるんじゃないの?えこ...
みなさんこんにちはこれ何文字まで入るの?40文字以下不可とか本当に意味わからないけどこれ限界文字数書いてないからマジでやばい文字数いけるんじゃないの?えこ...
 
Building Production Ready Search Pipelines with Spark and Milvus
Building Production Ready Search Pipelines with Spark and MilvusBuilding Production Ready Search Pipelines with Spark and Milvus
Building Production Ready Search Pipelines with Spark and Milvus
 
Choosing The Best AWS Service For Your Website + API.pptx
Choosing The Best AWS Service For Your Website + API.pptxChoosing The Best AWS Service For Your Website + API.pptx
Choosing The Best AWS Service For Your Website + API.pptx
 
TrustArc Webinar - 2024 Global Privacy Survey
TrustArc Webinar - 2024 Global Privacy SurveyTrustArc Webinar - 2024 Global Privacy Survey
TrustArc Webinar - 2024 Global Privacy Survey
 
HCL Notes and Domino License Cost Reduction in the World of DLAU
HCL Notes and Domino License Cost Reduction in the World of DLAUHCL Notes and Domino License Cost Reduction in the World of DLAU
HCL Notes and Domino License Cost Reduction in the World of DLAU
 
5th LF Energy Power Grid Model Meet-up Slides
5th LF Energy Power Grid Model Meet-up Slides5th LF Energy Power Grid Model Meet-up Slides
5th LF Energy Power Grid Model Meet-up Slides
 
How to use Firebase Data Connect For Flutter
How to use Firebase Data Connect For FlutterHow to use Firebase Data Connect For Flutter
How to use Firebase Data Connect For Flutter
 
“Building and Scaling AI Applications with the Nx AI Manager,” a Presentation...
“Building and Scaling AI Applications with the Nx AI Manager,” a Presentation...“Building and Scaling AI Applications with the Nx AI Manager,” a Presentation...
“Building and Scaling AI Applications with the Nx AI Manager,” a Presentation...
 
20240609 QFM020 Irresponsible AI Reading List May 2024
20240609 QFM020 Irresponsible AI Reading List May 202420240609 QFM020 Irresponsible AI Reading List May 2024
20240609 QFM020 Irresponsible AI Reading List May 2024
 

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