SlideShare a Scribd company logo
Andrzej Nowak Florida Atlantic University Warsaw University Agents of Change Computer simulations and empirical data
Bubble model of social change ,[object Object],[object Object]
individual in a social context ,[object Object]
How can we conceptualize social influence A number of people  gathered in an auditorium to vote on an issue They can discuss their  opinions with others  before they vote How will the discussion  change the outcome of  the vote?
How social interactions change attitudes in a group ,[object Object],[object Object],[object Object],[object Object]
Initial attitudes in a social group Color = attitudeHeight of bars= strength
Dynamics  ,[object Object],[object Object],Influence and Change, Genocide Prevention, Columbia U.
The role of distance Latane, Bonavento, Nowak, Liu ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Distance N
The role of leaders ,[object Object],[object Object],[object Object]
CommunityManagement
Social influence ,[object Object],[object Object],[object Object],[object Object]
Dynamics  ,[object Object],[object Object]
Initial attitudes in a social group Color = attitudeHeight of bars= strength
Final attitudes as the result of social interaction 1. Number of individuals having minority opinion has decreased (polarization) 2. Clustered Conclusion: Minority opinion can survive by forming clusters
Clustering and polarization in social reality  ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Clustering in the choice of food
Clustering in marketing  Prediction  of  campaign  success  (15/17 )Goldenberg Air-view of a sub-urban neighborhood; crosses on the roofs indicate air-conditioner purchase
Generality of the model ,[object Object],[object Object],[object Object],[object Object],[object Object]
Leader + followers
Stronghold
Wall
Structure of contacts ,[object Object],[object Object],Influence and Change, Genocide Prevention, Columbia U.
Social influence ,[object Object],[object Object],[object Object],[object Object],[object Object]
Influence and Change, Genocide Prevention, Columbia U. Minority influence insocial change
Influence and Change, Genocide Prevention, Columbia U.
Influence and Change, Genocide Prevention, Columbia U.
When minority has stronger influence than majority, social change may occur   ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Simulating minority influence ,[object Object],[object Object],[object Object],[object Object],[object Object]
Bias favors the minority
 
Bias withdrawn Bias reversed
Conclusion ,[object Object],[object Object],[object Object],[object Object]
Practical advises for facilitating change   ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Influence and Change, Genocide Prevention, Columbia U.
Testing the theory
The Polish reform ,[object Object],Complex Systems Dynamics
1989 1990 Number of enterprises per capita
1991 1992 Number of enterprises per capita
Education and economic growth
 
Voting for pro-reformist parties Number of enterprises  per capita Double reality of social transitions: Regions of “new” and “old”, political and economic data
EU referendum 2002
Dynamics of the economic transition ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],Influence and Change, Genocide Prevention, Columbia U.
How to build social capital? ,[object Object],[object Object]
Social change in Chmielnik (analysis by Praszkier) Kazimierz  Jaworski Chmielnik Schools Local  goverment Businessman Firms  high-tech Chmielnik Zdrój   Mineral water Sewage  treatment Teaching languages and IT  200  900 Enterprises  Change of attitudes  Misantrophy  to  Trust and cooperation Growth of  Social capital  Economic  growth Direct sales of  farmers  products Local telephone network Telekardiomat Increase in  Entreprenourship and social  involvement Farmers Young people conduct a court case against alcoholism Swichboard at the telephone system
 
[object Object],[object Object],[object Object],Influence and Change, Genocide Prevention, Columbia U.
Pastor James Wuye & Imam Mohammed Ashafa, Nigeria  ,[object Object],[object Object],Influence and Change, Genocide Prevention, Columbia U.
Dimenensions of conflict ,[object Object],[object Object],Influence and Change, Genocide Prevention, Columbia U.
Solution ,[object Object],[object Object],[object Object],Influence and Change, Genocide Prevention, Columbia U.
Results ,[object Object],[object Object],Influence and Change, Genocide Prevention, Columbia U.
[object Object],[object Object],Influence and Change, Genocide Prevention, Columbia U.
Questions?

More Related Content

What's hot

Isirc 2012 paul tracey ethnography social entrepreneurship
Isirc 2012 paul tracey   ethnography social entrepreneurshipIsirc 2012 paul tracey   ethnography social entrepreneurship
Isirc 2012 paul tracey ethnography social entrepreneurshipThird Sector Research Centre
 
Museum mash-up, or vectors of visioning
Museum mash-up, or vectors of visioningMuseum mash-up, or vectors of visioning
Museum mash-up, or vectors of visioning
Wendy Schultz
 
Enduring Understandings GA Sixth Grade
Enduring Understandings GA Sixth GradeEnduring Understandings GA Sixth Grade
Enduring Understandings GA Sixth Grade
SusanJBelcher
 
100 Years of Research in Youth Development
100  Years of Research in Youth Development100  Years of Research in Youth Development
100 Years of Research in Youth Development
Jonathan Dunnemann
 
Public Leadership: The next 5 years
Public Leadership: The next 5 yearsPublic Leadership: The next 5 years
Public Leadership: The next 5 yearsErwin Schwella
 
Enduring understandings
Enduring understandingsEnduring understandings
Enduring understandingsBrandon Smith
 
Social change and modernization
Social change and modernizationSocial change and modernization
Social change and modernization
Mechelle Davidson
 
Communities in Sierra Leone: Finding Hope After Conflict
Communities in Sierra Leone: Finding Hope After ConflictCommunities in Sierra Leone: Finding Hope After Conflict
Communities in Sierra Leone: Finding Hope After Conflict
Community Development Society
 
Re-imagining Government
Re-imagining GovernmentRe-imagining Government
Re-imagining Government
Christopher Wilson
 
Health For All: A global perspective
Health For All: A global perspectiveHealth For All: A global perspective
Health For All: A global perspective
American Institute of Architects
 
Social mobility
Social mobilitySocial mobility
Social mobility
sheenashijin2015
 
Paul Long Communities Workpackage
Paul Long Communities WorkpackagePaul Long Communities Workpackage
Paul Long Communities Workpackage
Phil Jones
 
Model General
Model GeneralModel General
Model General
OregonExplorer
 
Building a pedagogy of engagement for students in poverty
Building a pedagogy of engagement for students in povertyBuilding a pedagogy of engagement for students in poverty
Building a pedagogy of engagement for students in poverty
Jonathan Dunnemann
 
(Brain) Power Breakfast with Createquity
(Brain) Power Breakfast with Createquity(Brain) Power Breakfast with Createquity
(Brain) Power Breakfast with Createquity
Shawn Lent
 
Modernization theory
Modernization theoryModernization theory
Modernization theory
Misbah Munir
 
Change and Planning in Education Systems and Social Mobility
Change and Planning in Education Systems and Social MobilityChange and Planning in Education Systems and Social Mobility
Change and Planning in Education Systems and Social Mobility
Nurfadzillah Ismail
 

What's hot (20)

Isirc 2012 paul tracey ethnography social entrepreneurship
Isirc 2012 paul tracey   ethnography social entrepreneurshipIsirc 2012 paul tracey   ethnography social entrepreneurship
Isirc 2012 paul tracey ethnography social entrepreneurship
 
Museum mash-up, or vectors of visioning
Museum mash-up, or vectors of visioningMuseum mash-up, or vectors of visioning
Museum mash-up, or vectors of visioning
 
Enduring Understandings GA Sixth Grade
Enduring Understandings GA Sixth GradeEnduring Understandings GA Sixth Grade
Enduring Understandings GA Sixth Grade
 
100 Years of Research in Youth Development
100  Years of Research in Youth Development100  Years of Research in Youth Development
100 Years of Research in Youth Development
 
Public Leadership: The next 5 years
Public Leadership: The next 5 yearsPublic Leadership: The next 5 years
Public Leadership: The next 5 years
 
Enduring understandings
Enduring understandingsEnduring understandings
Enduring understandings
 
Social change and modernization
Social change and modernizationSocial change and modernization
Social change and modernization
 
Dance Like You Matter In an Intra-Related World
Dance Like You Matter In an Intra-Related WorldDance Like You Matter In an Intra-Related World
Dance Like You Matter In an Intra-Related World
 
Communities in Sierra Leone: Finding Hope After Conflict
Communities in Sierra Leone: Finding Hope After ConflictCommunities in Sierra Leone: Finding Hope After Conflict
Communities in Sierra Leone: Finding Hope After Conflict
 
Policy and Promise for Low Income People in America
Policy and Promise for Low Income People in AmericaPolicy and Promise for Low Income People in America
Policy and Promise for Low Income People in America
 
It's not what you think: How structural dynamics and implicit bias reproduce ...
It's not what you think: How structural dynamics and implicit bias reproduce ...It's not what you think: How structural dynamics and implicit bias reproduce ...
It's not what you think: How structural dynamics and implicit bias reproduce ...
 
Re-imagining Government
Re-imagining GovernmentRe-imagining Government
Re-imagining Government
 
Health For All: A global perspective
Health For All: A global perspectiveHealth For All: A global perspective
Health For All: A global perspective
 
Social mobility
Social mobilitySocial mobility
Social mobility
 
Paul Long Communities Workpackage
Paul Long Communities WorkpackagePaul Long Communities Workpackage
Paul Long Communities Workpackage
 
Model General
Model GeneralModel General
Model General
 
Building a pedagogy of engagement for students in poverty
Building a pedagogy of engagement for students in povertyBuilding a pedagogy of engagement for students in poverty
Building a pedagogy of engagement for students in poverty
 
(Brain) Power Breakfast with Createquity
(Brain) Power Breakfast with Createquity(Brain) Power Breakfast with Createquity
(Brain) Power Breakfast with Createquity
 
Modernization theory
Modernization theoryModernization theory
Modernization theory
 
Change and Planning in Education Systems and Social Mobility
Change and Planning in Education Systems and Social MobilityChange and Planning in Education Systems and Social Mobility
Change and Planning in Education Systems and Social Mobility
 

Viewers also liked

All supported Font
All supported Font All supported Font
All supported Font
Quickoffice Test
 
Quickword How To
Quickword How ToQuickword How To
Quickword How To
Quickoffice Test
 
PPT_FileSavedAsOnCatch_21
PPT_FileSavedAsOnCatch_21PPT_FileSavedAsOnCatch_21
PPT_FileSavedAsOnCatch_21
Quickoffice Test
 
ms_word_2007_winxp
ms_word_2007_winxpms_word_2007_winxp
ms_word_2007_winxp
Quickoffice Test
 
ms_pp_2010_win7
ms_pp_2010_win7ms_pp_2010_win7
ms_pp_2010_win7
Quickoffice Test
 
Quickpoint How To
Quickpoint How ToQuickpoint How To
Quickpoint How To
Quickoffice Test
 
Quickpoint How To
Quickpoint How ToQuickpoint How To
Quickpoint How To
Quickoffice Test
 
Quickpoint How To
Quickpoint How ToQuickpoint How To
Quickpoint How To
Quickoffice Test
 
여보세요견본원본한국어Korean
여보세요견본원본한국어Korean여보세요견본원본한국어Korean
여보세요견본원본한국어KoreanQuickoffice Test
 
여보세요견본원본한국어Korean
여보세요견본원본한국어Korean여보세요견본원본한국어Korean
여보세요견본원본한국어KoreanQuickoffice Test
 
ms_word_2007_winxp
ms_word_2007_winxpms_word_2007_winxp
ms_word_2007_winxp
Quickoffice Test
 
여보세요견본원본한국어Korean
여보세요견본원본한국어Korean여보세요견본원본한국어Korean
여보세요견본원본한국어KoreanQuickoffice Test
 
ms_word_2007_winxp
ms_word_2007_winxpms_word_2007_winxp
ms_word_2007_winxp
Quickoffice Test
 
mac_doc_2011
mac_doc_2011mac_doc_2011
mac_doc_2011
Quickoffice Test
 
ms_word_2007_winxp
ms_word_2007_winxpms_word_2007_winxp
ms_word_2007_winxp
Quickoffice Test
 

Viewers also liked (19)

ms_pp_2007_winxp
ms_pp_2007_winxpms_pp_2007_winxp
ms_pp_2007_winxp
 
All supported Font
All supported Font All supported Font
All supported Font
 
Quickword How To
Quickword How ToQuickword How To
Quickword How To
 
PPT_FileSavedAsOnCatch_21
PPT_FileSavedAsOnCatch_21PPT_FileSavedAsOnCatch_21
PPT_FileSavedAsOnCatch_21
 
ms_word_2007_winxp
ms_word_2007_winxpms_word_2007_winxp
ms_word_2007_winxp
 
ms_pp_2007_winxp
ms_pp_2007_winxpms_pp_2007_winxp
ms_pp_2007_winxp
 
ms_pp_2010_win7
ms_pp_2010_win7ms_pp_2010_win7
ms_pp_2010_win7
 
Quickpoint How To
Quickpoint How ToQuickpoint How To
Quickpoint How To
 
Quickpoint How To
Quickpoint How ToQuickpoint How To
Quickpoint How To
 
Quickpoint How To
Quickpoint How ToQuickpoint How To
Quickpoint How To
 
여보세요견본원본한국어Korean
여보세요견본원본한국어Korean여보세요견본원본한국어Korean
여보세요견본원본한국어Korean
 
mac_doc_2011
mac_doc_2011mac_doc_2011
mac_doc_2011
 
call06
call06call06
call06
 
여보세요견본원본한국어Korean
여보세요견본원본한국어Korean여보세요견본원본한국어Korean
여보세요견본원본한국어Korean
 
ms_word_2007_winxp
ms_word_2007_winxpms_word_2007_winxp
ms_word_2007_winxp
 
여보세요견본원본한국어Korean
여보세요견본원본한국어Korean여보세요견본원본한국어Korean
여보세요견본원본한국어Korean
 
ms_word_2007_winxp
ms_word_2007_winxpms_word_2007_winxp
ms_word_2007_winxp
 
mac_doc_2011
mac_doc_2011mac_doc_2011
mac_doc_2011
 
ms_word_2007_winxp
ms_word_2007_winxpms_word_2007_winxp
ms_word_2007_winxp
 

Similar to agentsofchange1

lec_6_social_ _cultural_change.pp kmu tx
lec_6_social_ _cultural_change.pp kmu txlec_6_social_ _cultural_change.pp kmu tx
lec_6_social_ _cultural_change.pp kmu tx
medicosemcqshub
 
Forces of Social Changes
Forces of Social Changes Forces of Social Changes
Forces of Social Changes
King Abidi
 
Social and Cultural change
Social and Cultural changeSocial and Cultural change
Social and Cultural change
Hassaan Bin Jalil
 
Sociological Perspective
Sociological PerspectiveSociological Perspective
Sociological Perspective
Syao Chan
 
SociologyTwelfth EditionFor Zach, Seth, and Haze.docx
SociologyTwelfth EditionFor Zach, Seth, and Haze.docxSociologyTwelfth EditionFor Zach, Seth, and Haze.docx
SociologyTwelfth EditionFor Zach, Seth, and Haze.docx
lillie234567
 
BCA-So.xsda sa s-Tech-Chapter-Three.pptx
BCA-So.xsda sa s-Tech-Chapter-Three.pptxBCA-So.xsda sa s-Tech-Chapter-Three.pptx
BCA-So.xsda sa s-Tech-Chapter-Three.pptx
storingdrivedata
 
Awaken The Panther Summit
Awaken The Panther SummitAwaken The Panther Summit
Awaken The Panther SummitRenoal Murat
 
Basic social institutions
Basic social institutionsBasic social institutions
Basic social institutions
Maria Zianruwie Gallardo
 
Restructuring perspectives of poverty and building community resilience
Restructuring perspectives of poverty and building community resilienceRestructuring perspectives of poverty and building community resilience
Restructuring perspectives of poverty and building community resilience
JulietYoung4
 
Social Change and Development Concepts
Social Change and Development ConceptsSocial Change and Development Concepts
Social Change and Development Concepts
joseph barrera
 
Siyam (change in rural sociaty)
Siyam (change in rural sociaty) Siyam (change in rural sociaty)
Siyam (change in rural sociaty)
As Siyam
 
Anti-celebration
Anti-celebrationAnti-celebration
Anti-celebration
University of West London
 
Culture.pptx
Culture.pptxCulture.pptx
Culture.pptx
WaqarHassan72
 
Social innovation and the webs of culture - Frances Westley
Social innovation and the webs of culture - Frances WestleySocial innovation and the webs of culture - Frances Westley
Social innovation and the webs of culture - Frances WestleyNesta
 
Social role, sick role and illness behaviour.pptx
Social role, sick role and illness behaviour.pptxSocial role, sick role and illness behaviour.pptx
Social role, sick role and illness behaviour.pptx
OfeniJoshuaSeyi
 
Social change
Social changeSocial change
Social change
Rahul Mahida
 

Similar to agentsofchange1 (20)

lec_6_social_ _cultural_change.pp kmu tx
lec_6_social_ _cultural_change.pp kmu txlec_6_social_ _cultural_change.pp kmu tx
lec_6_social_ _cultural_change.pp kmu tx
 
Forces of Social Changes
Forces of Social Changes Forces of Social Changes
Forces of Social Changes
 
Social and Cultural change
Social and Cultural changeSocial and Cultural change
Social and Cultural change
 
Sociology
SociologySociology
Sociology
 
Sociological Perspective
Sociological PerspectiveSociological Perspective
Sociological Perspective
 
SociologyTwelfth EditionFor Zach, Seth, and Haze.docx
SociologyTwelfth EditionFor Zach, Seth, and Haze.docxSociologyTwelfth EditionFor Zach, Seth, and Haze.docx
SociologyTwelfth EditionFor Zach, Seth, and Haze.docx
 
Systemic Change - Vincentian Family
Systemic Change - Vincentian FamilySystemic Change - Vincentian Family
Systemic Change - Vincentian Family
 
BCA-So.xsda sa s-Tech-Chapter-Three.pptx
BCA-So.xsda sa s-Tech-Chapter-Three.pptxBCA-So.xsda sa s-Tech-Chapter-Three.pptx
BCA-So.xsda sa s-Tech-Chapter-Three.pptx
 
Awaken The Panther Summit
Awaken The Panther SummitAwaken The Panther Summit
Awaken The Panther Summit
 
Basic social institutions
Basic social institutionsBasic social institutions
Basic social institutions
 
#SoMeActivism
#SoMeActivism#SoMeActivism
#SoMeActivism
 
Restructuring perspectives of poverty and building community resilience
Restructuring perspectives of poverty and building community resilienceRestructuring perspectives of poverty and building community resilience
Restructuring perspectives of poverty and building community resilience
 
Social Change and Development Concepts
Social Change and Development ConceptsSocial Change and Development Concepts
Social Change and Development Concepts
 
Candace Presenation.
Candace Presenation.Candace Presenation.
Candace Presenation.
 
Siyam (change in rural sociaty)
Siyam (change in rural sociaty) Siyam (change in rural sociaty)
Siyam (change in rural sociaty)
 
Anti-celebration
Anti-celebrationAnti-celebration
Anti-celebration
 
Culture.pptx
Culture.pptxCulture.pptx
Culture.pptx
 
Social innovation and the webs of culture - Frances Westley
Social innovation and the webs of culture - Frances WestleySocial innovation and the webs of culture - Frances Westley
Social innovation and the webs of culture - Frances Westley
 
Social role, sick role and illness behaviour.pptx
Social role, sick role and illness behaviour.pptxSocial role, sick role and illness behaviour.pptx
Social role, sick role and illness behaviour.pptx
 
Social change
Social changeSocial change
Social change
 

More from Quickoffice Test

egnyte rename
egnyte renameegnyte rename
egnyte rename
Quickoffice Test
 
Quickword How To
Quickword How ToQuickword How To
Quickword How To
Quickoffice Test
 
evi
evievi
Docx test
Docx testDocx test
Docx test
Quickoffice Test
 
Presentation
PresentationPresentation
Presentation
Quickoffice Test
 
!!!zzz To
!!!zzz To!!!zzz To
!!!zzz To
Quickoffice Test
 
!!!zzz itttest1
!!!zzz itttest1!!!zzz itttest1
!!!zzz itttest1
Quickoffice Test
 
mac_pp_2011
mac_pp_2011mac_pp_2011
mac_pp_2011
Quickoffice Test
 
Ciao_questa_è_una_prova_da_Quickoffice
Ciao_questa_è_una_prova_da_QuickofficeCiao_questa_è_una_prova_da_Quickoffice
Ciao_questa_è_una_prova_da_Quickoffice
Quickoffice Test
 

More from Quickoffice Test (20)

call02
call02call02
call02
 
call03
call03call03
call03
 
call07
call07call07
call07
 
test
testtest
test
 
EGNYTE
EGNYTEEGNYTE
EGNYTE
 
egnyte rename
egnyte renameegnyte rename
egnyte rename
 
A
AA
A
 
Quickword How To
Quickword How ToQuickword How To
Quickword How To
 
evi
evievi
evi
 
Docx test
Docx testDocx test
Docx test
 
Presentation
PresentationPresentation
Presentation
 
april
aprilapril
april
 
April
AprilApril
April
 
April
AprilApril
April
 
April
AprilApril
April
 
test
testtest
test
 
!!!zzz To
!!!zzz To!!!zzz To
!!!zzz To
 
!!!zzz itttest1
!!!zzz itttest1!!!zzz itttest1
!!!zzz itttest1
 
mac_pp_2011
mac_pp_2011mac_pp_2011
mac_pp_2011
 
Ciao_questa_è_una_prova_da_Quickoffice
Ciao_questa_è_una_prova_da_QuickofficeCiao_questa_è_una_prova_da_Quickoffice
Ciao_questa_è_una_prova_da_Quickoffice
 

agentsofchange1

  • 1. Andrzej Nowak Florida Atlantic University Warsaw University Agents of Change Computer simulations and empirical data
  • 2.
  • 3.
  • 4. How can we conceptualize social influence A number of people gathered in an auditorium to vote on an issue They can discuss their opinions with others before they vote How will the discussion change the outcome of the vote?
  • 5.
  • 6. Initial attitudes in a social group Color = attitudeHeight of bars= strength
  • 7.
  • 8.
  • 9.
  • 11.
  • 12.
  • 13. Initial attitudes in a social group Color = attitudeHeight of bars= strength
  • 14. Final attitudes as the result of social interaction 1. Number of individuals having minority opinion has decreased (polarization) 2. Clustered Conclusion: Minority opinion can survive by forming clusters
  • 15.
  • 16. Clustering in the choice of food
  • 17. Clustering in marketing Prediction of campaign success (15/17 )Goldenberg Air-view of a sub-urban neighborhood; crosses on the roofs indicate air-conditioner purchase
  • 18.
  • 21. Wall
  • 22.
  • 23.
  • 24. Influence and Change, Genocide Prevention, Columbia U. Minority influence insocial change
  • 25. Influence and Change, Genocide Prevention, Columbia U.
  • 26. Influence and Change, Genocide Prevention, Columbia U.
  • 27.
  • 28.
  • 29. Bias favors the minority
  • 30.  
  • 32.
  • 33.
  • 35.
  • 36. 1989 1990 Number of enterprises per capita
  • 37. 1991 1992 Number of enterprises per capita
  • 39.  
  • 40. Voting for pro-reformist parties Number of enterprises per capita Double reality of social transitions: Regions of “new” and “old”, political and economic data
  • 42.
  • 43.
  • 44.
  • 45. Social change in Chmielnik (analysis by Praszkier) Kazimierz Jaworski Chmielnik Schools Local goverment Businessman Firms high-tech Chmielnik Zdrój Mineral water Sewage treatment Teaching languages and IT 200  900 Enterprises Change of attitudes Misantrophy to Trust and cooperation Growth of Social capital Economic growth Direct sales of farmers products Local telephone network Telekardiomat Increase in Entreprenourship and social involvement Farmers Young people conduct a court case against alcoholism Swichboard at the telephone system
  • 46.  
  • 47.
  • 48.
  • 49.
  • 50.
  • 51.
  • 52.