Skip to main content
Top
Published in: Quality & Quantity 6/2021

19-02-2021

Crowd counting: a behavioural economics perspective

Authors: Peter J. Phillips, Gabriela Pohl

Published in: Quality & Quantity | Issue 6/2021

Log in

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

Developments in technology have facilitated the emergence of new crowd counting organisations. Some of the organisations have established platforms to disseminate their data, making it available to researchers for the first time. These databases promise to increase the quality and quantity of research in various fields. In the late 2010s, specialist crowd counting organisations emerged with the sole purpose of counting crowds at protests and disseminating the results, sometimes in a purely partisan manner. Because of the contemporary relevance of protest behaviour, we frame our discussion within this context. For social scientists considering the utilisation of these new databases, it is essential that crowd numbers be linked to underlying human behaviour in a way that promises a chain of connections to investigate and explore. We use behavioural economics to show why relative crowd size may be important for human decision-makers. And we show how the significance of relative crowd size relates to other aspects of the human decision-making process, including risk preferences and probability assessments. Far from being a theory of protest behaviour, we present a behavioural economics-based primer for empirical researchers and social scientists engaging with newly available crowd counting data. The conclusions may apply in other contexts and might be extended to encompass specific types of behaviour, including aggression and violence. Indeed, the conclusions may guide the analysis of the emergence of the crowd counting organisations themselves.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Footnotes
1
See Google’s Ngram Viewer.
 
2
Companies such as CrowdVision and Cohera-Tech count crowds for commercial clients (e.g. shopping centres and museums). These are part of the story of the growth in interest and technology development around crowd counting but we are not specifically interested in these organisations.
 
3
Counting protester numbers is where our interest lies. We discuss the Crowd Counting Consortium and Count Love. The latter is a one-sided counting organisation, set up to count numbers at protests on one side of a particular issue and not both sides of that issue (i.e. not the total crowd).
 
4
The crowd counting consortium (CCC) estimates that up to 9 million people protested in the United States during 2017.
 
5
McPhail et al. (2004, p.12).
 
6
Also see BBC News, January 27 2019.
 
7
Dambeck (2020).
 
8
Tversky et al. (1992) presented a revised and finished form of prospect theory. See Barberis (2013) for a review and summary of prospect theory and its application in economics.
 
9
Kahneman & Tversky deliberately avoid using the term ‘utility’. The value function is, however, a variant of an orthodox utility function.
 
10
This can happen, for example, when a person expects a cost of $500 only to learn that the actual cost will be $200. While still a cost, the $200 represents a $300 ‘gain’ relative to the reference point.
 
11
See Levy (1992, 1996, 1997) who developed the first applications that have since been applied to various problems, including the historical analysis of the decision-making processes applied by both sides during the Cuban Missile Crisis (Haas 2001), the Suez Crisis (Richardson 1993), the Iranian hostage crisis rescue mission (McDermott 1992) and Soviet policy towards Syria prior to the Six Day War (McInerney 1992).
 
12
We avoid using ‘wealth’ because the payoffs allowed within the expected utility and prospect theory frameworks do not have to be monetary. Using monetary terms like wealth obscures this important fact and restricts the apparent applicability of the theories.
 
13
While we are focused on relative crowd sizes, it is important to consider the implications of the following discussion for any goals that a social movement might set for itself.
 
14
We are speaking only of influence on the theory of protest and protest behaviour, not generally, of course.
 
15
Apart from the analysis of certain protest types, especially labour strikes (Ashenfelter et al. 1969; Kennan 1986; Card et al. 1995).
 
16
It should be noted that ‘opportunity structure’ for protest was a feature of the literature as early as the 1970s, though without the rational choice component (see Eisinger 1973; Tilly 1978).
 
17
Of course, developments continued to be placed upon these foundations. For example, see Marsh (1977) and Loftland (1985).
 
Literature
go back to reference Allen, N: White Nationalists Drowned Out by Counter-Protesters in Washington Rally. Telegraph UK, May 13. (2018) Allen, N: White Nationalists Drowned Out by Counter-Protesters in Washington Rally. Telegraph UK, May 13. (2018)
go back to reference Amenta, E., Polletta, F.: The cultural impacts of social movements. Annual Review of Sociology. 45, 11.1–11.21 (2019) Amenta, E., Polletta, F.: The cultural impacts of social movements. Annual Review of Sociology. 45, 11.1–11.21 (2019)
go back to reference Andrews, K.T.: Movement-Countermovement Dynamics and the Emergence of New Institutions: The Case of White Flight Schools in Mississippi. Soc. Forces 80, 911–936 (2002)CrossRef Andrews, K.T.: Movement-Countermovement Dynamics and the Emergence of New Institutions: The Case of White Flight Schools in Mississippi. Soc. Forces 80, 911–936 (2002)CrossRef
go back to reference Ashenfelter, O., Johnson, G.E.: Bargaining Theory, Trade Unions and Industrial Strike Activity. American Economic Review 59, 35–49 (1969) Ashenfelter, O., Johnson, G.E.: Bargaining Theory, Trade Unions and Industrial Strike Activity. American Economic Review 59, 35–49 (1969)
go back to reference Baltimore Sun: Pro-Choice, Anti-Abortion Protesters Clash in N.Y. September 30 (1991). Baltimore Sun: Pro-Choice, Anti-Abortion Protesters Clash in N.Y. September 30 (1991).
go back to reference Barberis, N.C.: Thirty Years of Prospect Theory in Economics: A Review and Assessment. Journal of Economic Perspectives 27, 173–196 (2013)CrossRef Barberis, N.C.: Thirty Years of Prospect Theory in Economics: A Review and Assessment. Journal of Economic Perspectives 27, 173–196 (2013)CrossRef
go back to reference Barberis, N.C.: Richard Thaler and the Rise of Behavioural Economics. Scandinavian Journal of Economics 120, 661–684 (2018)CrossRef Barberis, N.C.: Richard Thaler and the Rise of Behavioural Economics. Scandinavian Journal of Economics 120, 661–684 (2018)CrossRef
go back to reference Becker, G.: Crime and Punishment: An Economic Approach. Journal of Political Economy 76, 169–217 (1968)CrossRef Becker, G.: Crime and Punishment: An Economic Approach. Journal of Political Economy 76, 169–217 (1968)CrossRef
go back to reference Benford, R.D., Snow, D.A.: Framing Processes and Social Movements: An Overview and Assessment. Ann. Rev. Sociol. 26, 611–639 (2000)CrossRef Benford, R.D., Snow, D.A.: Framing Processes and Social Movements: An Overview and Assessment. Ann. Rev. Sociol. 26, 611–639 (2000)CrossRef
go back to reference Boulding, K.E.: Towards a Theory of Protest. ETC A Review of General Semantics. 24, 49–58 (1967) Boulding, K.E.: Towards a Theory of Protest. ETC A Review of General Semantics. 24, 49–58 (1967)
go back to reference Card, D., Olson, C.A.: Bargaining Power, Strike Durations and Wage Outcomes: An Analysis of Strikes in the 1880s. Journal of Labour Economics 13, 32–61 (1995)CrossRef Card, D., Olson, C.A.: Bargaining Power, Strike Durations and Wage Outcomes: An Analysis of Strikes in the 1880s. Journal of Labour Economics 13, 32–61 (1995)CrossRef
go back to reference Chamberlin, J.: Provision of Collective Goods as a Function of Group Size. American Political Science Review 68, 707–716 (1974)CrossRef Chamberlin, J.: Provision of Collective Goods as a Function of Group Size. American Political Science Review 68, 707–716 (1974)CrossRef
go back to reference Chenoweth, E., Putnam, L., Pressman, J. & Perkins, N: Media Coverage has Blown Anti-Lockdown Protests Out of Proportion. Vox, May 10. (2020) Chenoweth, E., Putnam, L., Pressman, J. & Perkins, N: Media Coverage has Blown Anti-Lockdown Protests Out of Proportion. Vox, May 10. (2020)
go back to reference Dambeck, H: Corona-Proteste in BerlinFaktencheck zur Teilnehmerzahl. Der Spiegel, August 30. (2020) Dambeck, H: Corona-Proteste in BerlinFaktencheck zur Teilnehmerzahl. Der Spiegel, August 30. (2020)
go back to reference Denardo, J.: Power in Numbers: The Political Strategy of Protest and Rebellion. Princeton University Press, Princeton, NJ (1985)CrossRef Denardo, J.: Power in Numbers: The Political Strategy of Protest and Rebellion. Princeton University Press, Princeton, NJ (1985)CrossRef
go back to reference Eisinger, P.K.: The Conditions of Protest Behavior in American Cities. American Political Science Review 67, 11–28 (1973)CrossRef Eisinger, P.K.: The Conditions of Protest Behavior in American Cities. American Political Science Review 67, 11–28 (1973)CrossRef
go back to reference Ferree, M.M., Miller, F.D.: Mobilisation and Meaning: Toward and Integration of Social Psychological and Resource Perspectives on Social Movements. Sociological Inquiry 55, 38–61 (1985)CrossRef Ferree, M.M., Miller, F.D.: Mobilisation and Meaning: Toward and Integration of Social Psychological and Resource Perspectives on Social Movements. Sociological Inquiry 55, 38–61 (1985)CrossRef
go back to reference Finkel, S.E., Muller, E.N.: Rational Choice and the Dynamics of Collective Political Action: Evaluating Alternative Models with Panel Data. American Political Science Review 92, 37–49 (1998)CrossRef Finkel, S.E., Muller, E.N.: Rational Choice and the Dynamics of Collective Political Action: Evaluating Alternative Models with Panel Data. American Political Science Review 92, 37–49 (1998)CrossRef
go back to reference Flacks, R.: The Liberated Generation: An Exploration of the Roots of Student Protest. Journal of Social Issues 23, 52–75 (1967)CrossRef Flacks, R.: The Liberated Generation: An Exploration of the Roots of Student Protest. Journal of Social Issues 23, 52–75 (1967)CrossRef
go back to reference Francisco, R.A.: Theories of Protest and the Revolutions of 1989. American Journal of Political Science 37, 663–680 (1993)CrossRef Francisco, R.A.: Theories of Protest and the Revolutions of 1989. American Journal of Political Science 37, 663–680 (1993)CrossRef
go back to reference Frohlich, N., Oppenheimer, J.A.: I Get By With A Little Help From My Friends. World Politics 23, 104–120 (1970)CrossRef Frohlich, N., Oppenheimer, J.A.: I Get By With A Little Help From My Friends. World Politics 23, 104–120 (1970)CrossRef
go back to reference Gamson, W.A.: The Strategy of Social Protest. Dorsey, Homewood, Ill. (1975) Gamson, W.A.: The Strategy of Social Protest. Dorsey, Homewood, Ill. (1975)
go back to reference Garland, H.: Relation of effort–performance expectancy to performance in goal-setting experiments. J. Appl. Psychol. 69, 79–84 (1984)CrossRef Garland, H.: Relation of effort–performance expectancy to performance in goal-setting experiments. J. Appl. Psychol. 69, 79–84 (1984)CrossRef
go back to reference Gleditsch, K.S., Rivera, M.: The Diffusion of Non-Violent Campaigns. J. Conflict Resolut. 61, 1120–1145 (2015)CrossRef Gleditsch, K.S., Rivera, M.: The Diffusion of Non-Violent Campaigns. J. Conflict Resolut. 61, 1120–1145 (2015)CrossRef
go back to reference Haas, M.L.: Prospect Theory and the Cuban Missile Crisis. Int. Stud. Quart. 45, 241–270 (2001)CrossRef Haas, M.L.: Prospect Theory and the Cuban Missile Crisis. Int. Stud. Quart. 45, 241–270 (2001)CrossRef
go back to reference Hardin, R.: Collective Action. Johns Hopkins University Press, Baltimore (1982) Hardin, R.: Collective Action. Johns Hopkins University Press, Baltimore (1982)
go back to reference Heath, C., Larrick, R.P., Wu, G.: Goals as Reference Points. Cogn. Psychol. 38, 79–109 (1999)CrossRef Heath, C., Larrick, R.P., Wu, G.: Goals as Reference Points. Cogn. Psychol. 38, 79–109 (1999)CrossRef
go back to reference Herkenrath, M., Knoll, A.: Protest Events in International Press Coverage: An Empirical Critique of Cross-National Conflict Databases. Int. J. Comp. Sociol. 52, 163–180 (2011)CrossRef Herkenrath, M., Knoll, A.: Protest Events in International Press Coverage: An Empirical Critique of Cross-National Conflict Databases. Int. J. Comp. Sociol. 52, 163–180 (2011)CrossRef
go back to reference Hucal, S: Tensions High in Germany Where Far Right Protests on Thursday Will Be Met With Counter Demonstrations. ABC News America, August 30. (2018) Hucal, S: Tensions High in Germany Where Far Right Protests on Thursday Will Be Met With Counter Demonstrations. ABC News America, August 30. (2018)
go back to reference Irish Times. Belfast Yellow Vest Protest Derailed by Counter-Demonstration. January 19, 2019. Irish Times. Belfast Yellow Vest Protest Derailed by Counter-Demonstration. January 19, 2019.
go back to reference Jasper, J.M.: The Emotions of Protest: Affective and Reactive Emotions in and Around Social Movements. Sociol. Forum 13, 397–424 (1998)CrossRef Jasper, J.M.: The Emotions of Protest: Affective and Reactive Emotions in and Around Social Movements. Sociol. Forum 13, 397–424 (1998)CrossRef
go back to reference Jasper, J.M.: Constructing Indignation: Anger Dynamics in Protest Movements. Emotion Review 6, 208–213 (2014)CrossRef Jasper, J.M.: Constructing Indignation: Anger Dynamics in Protest Movements. Emotion Review 6, 208–213 (2014)CrossRef
go back to reference Kahneman, D., Tversky, A.: Prospect Theory: An Analysis of Decision Under Risk. Econometrica 47, 263–291 (1979)CrossRef Kahneman, D., Tversky, A.: Prospect Theory: An Analysis of Decision Under Risk. Econometrica 47, 263–291 (1979)CrossRef
go back to reference Karklins, R., Petersen, R.: Decision Calculus of Protesters and Regimes: Eastern Europe 1989. Journal of Politics 55, 588–614 (1993)CrossRef Karklins, R., Petersen, R.: Decision Calculus of Protesters and Regimes: Eastern Europe 1989. Journal of Politics 55, 588–614 (1993)CrossRef
go back to reference Kennan, J.: The Economics of Strikes. In: Ashenfelter, O., Layard, R. (eds.) Handbook of Labour Economics, vol. 1091. NorthHolland, New York (1986) Kennan, J.: The Economics of Strikes. In: Ashenfelter, O., Layard, R. (eds.) Handbook of Labour Economics, vol. 1091. NorthHolland, New York (1986)
go back to reference Klein, G.R., Regan, P.M.: Dynamics of Political Protests. International Organisation 72, 485–521 (2018) Klein, G.R., Regan, P.M.: Dynamics of Political Protests. International Organisation 72, 485–521 (2018)
go back to reference Klein, H.J.: Further evidence on the relationship between goal setting and expectancy theory. Organ. Behav. Hum. Decis. Process. 49, 230–257 (1991)CrossRef Klein, H.J.: Further evidence on the relationship between goal setting and expectancy theory. Organ. Behav. Hum. Decis. Process. 49, 230–257 (1991)CrossRef
go back to reference Kluegel, J., Smith, E.R.: Affirmative Action Attitudes: Effects of Self Interest, Racial Affect and Stratification Beliefs. Soc. Forces 61, 787–824 (1983)CrossRef Kluegel, J., Smith, E.R.: Affirmative Action Attitudes: Effects of Self Interest, Racial Affect and Stratification Beliefs. Soc. Forces 61, 787–824 (1983)CrossRef
go back to reference Koopmans, R.: The Dynamics of Protest Waves: West Germany 1965 to 1989. Am. Sociol. Rev. 58, 637–658 (1993)CrossRef Koopmans, R.: The Dynamics of Protest Waves: West Germany 1965 to 1989. Am. Sociol. Rev. 58, 637–658 (1993)CrossRef
go back to reference Lane, R.: Political Ideology. Free Press, New York (1962) Lane, R.: Political Ideology. Free Press, New York (1962)
go back to reference Leighley, J.E.: Attitudes, Opportunities and Incentives: A Field Essay on Political Participation. Political Research Quarterly 48, 181–210 (1995)CrossRef Leighley, J.E.: Attitudes, Opportunities and Incentives: A Field Essay on Political Participation. Political Research Quarterly 48, 181–210 (1995)CrossRef
go back to reference Levy, J.S.: Prospect Theory and International Relations: Theoretical Applications and Analytical Problems. Political Psychology 13, 283–310 (1992)CrossRef Levy, J.S.: Prospect Theory and International Relations: Theoretical Applications and Analytical Problems. Political Psychology 13, 283–310 (1992)CrossRef
go back to reference Levy, J.S.: Loss Aversion, Framing and Bargaining: The Implications of Prospect Theory for International Conflict. International Political Science Review 17, 179–195 (1996)CrossRef Levy, J.S.: Loss Aversion, Framing and Bargaining: The Implications of Prospect Theory for International Conflict. International Political Science Review 17, 179–195 (1996)CrossRef
go back to reference Levy, J.S.: Prospect Theory, Rational Choice and International Relations. Int. Stud. Quart. 41, 87–112 (1997)CrossRef Levy, J.S.: Prospect Theory, Rational Choice and International Relations. Int. Stud. Quart. 41, 87–112 (1997)CrossRef
go back to reference Lipsky, M.: Protest as a Political Resource. American Political Science Review 62, 1144–1158 (1968)CrossRef Lipsky, M.: Protest as a Political Resource. American Political Science Review 62, 1144–1158 (1968)CrossRef
go back to reference Loftland, J.: Protest. Transaction Publishers, New Brunswick NJ (1985) Loftland, J.: Protest. Transaction Publishers, New Brunswick NJ (1985)
go back to reference Lopes, L.L.: Between Hope and Fear: The Psychology of Risk. Adv. Exp. Soc. Psychol. 20, 255–295 (1987)CrossRef Lopes, L.L.: Between Hope and Fear: The Psychology of Risk. Adv. Exp. Soc. Psychol. 20, 255–295 (1987)CrossRef
go back to reference Luders, J.: The Economics of Movement Success: Business Responses to Civil Rights Mobilisation. Am. J. Sociol. 111, 963–998 (2006)CrossRef Luders, J.: The Economics of Movement Success: Business Responses to Civil Rights Mobilisation. Am. J. Sociol. 111, 963–998 (2006)CrossRef
go back to reference Marsh, A.: Protest and Political Consciousness. Sage Publications, Beverly Hills CA (1977) Marsh, A.: Protest and Political Consciousness. Sage Publications, Beverly Hills CA (1977)
go back to reference Marx, G.T.: Protest and Prejudice: A Study of Belief in the Black Community. Harper & Row, New York (1967) Marx, G.T.: Protest and Prejudice: A Study of Belief in the Black Community. Harper & Row, New York (1967)
go back to reference Mattick, H.W.: The Form and Content of Recent Riots. University of Chicago Law Review 35, 660–685 (1968)CrossRef Mattick, H.W.: The Form and Content of Recent Riots. University of Chicago Law Review 35, 660–685 (1968)CrossRef
go back to reference McAdam, D., McCarthy, J.D. & Zald, M.N: Social Movements. In: Neil J. Smelser. (eds.) Handbook of Sociology, Newbury Park, vol. 695–737. California, Sage (1988) McAdam, D., McCarthy, J.D. & Zald, M.N: Social Movements. In: Neil J. Smelser. (eds.) Handbook of Sociology, Newbury Park, vol. 695–737. California, Sage (1988)
go back to reference McDermott, R.: Prospect Theory in International Relations: The Iranian Hostage Rescue Mission. Political Psychology 13, 237–263 (1992)CrossRef McDermott, R.: Prospect Theory in International Relations: The Iranian Hostage Rescue Mission. Political Psychology 13, 237–263 (1992)CrossRef
go back to reference McGuire, M.C.: Group Size, Group Homogeneity and the Aggregate Provision of a Pure Public Good Under Cournot Behaviour. Public Choice 18, 107–126 (1974)CrossRef McGuire, M.C.: Group Size, Group Homogeneity and the Aggregate Provision of a Pure Public Good Under Cournot Behaviour. Public Choice 18, 107–126 (1974)CrossRef
go back to reference McInerney, A.: Prospect Theory and Soviet Policy Towards Syria, 1966–1967. Political Psychology 13, 265–282 (1992)CrossRef McInerney, A.: Prospect Theory and Soviet Policy Towards Syria, 1966–1967. Political Psychology 13, 265–282 (1992)CrossRef
go back to reference McPhail, C.: Civil Disorder Participation: A Critical Examination of Recent Research. Am. Sociol. Rev. 36, 1058–1073 (1971)CrossRef McPhail, C.: Civil Disorder Participation: A Critical Examination of Recent Research. Am. Sociol. Rev. 36, 1058–1073 (1971)CrossRef
go back to reference McPhail, C., McCarthy, J.: Who Counts and How: Estimating the Size of Protests. Contexts 3, 12–18 (2004)CrossRef McPhail, C., McCarthy, J.: Who Counts and How: Estimating the Size of Protests. Contexts 3, 12–18 (2004)CrossRef
go back to reference Meyer, D.S., Staggenborg, S.: Movements, Countermovements and the Structure of Economic Opportunity. Am. J. Sociol. 101, 1628–1660 (1996)CrossRef Meyer, D.S., Staggenborg, S.: Movements, Countermovements and the Structure of Economic Opportunity. Am. J. Sociol. 101, 1628–1660 (1996)CrossRef
go back to reference Muller, E.N., Seligson, M.A.: Inequality and Insurgency. American Political Science Review 81, 425–452 (1987)CrossRef Muller, E.N., Seligson, M.A.: Inequality and Insurgency. American Political Science Review 81, 425–452 (1987)CrossRef
go back to reference Muller, E.N., Weede, E.: Cross-National Variation in Political Violence: A Rational Action Approach. J. Conflict Resolut. 34, 624–651 (1990)CrossRef Muller, E.N., Weede, E.: Cross-National Variation in Political Violence: A Rational Action Approach. J. Conflict Resolut. 34, 624–651 (1990)CrossRef
go back to reference Muller, E.N., Dietz, H.A., Finkel, S.E.: Discontent and the Expected Utility of Rebellion. American Political Science Review 85, 1261–1282 (1991)CrossRef Muller, E.N., Dietz, H.A., Finkel, S.E.: Discontent and the Expected Utility of Rebellion. American Political Science Review 85, 1261–1282 (1991)CrossRef
go back to reference Myers, D.J.: The Diffusion of Collective Violence: Infectiousness, Susceptibility and Mass Media Networks. Am. J. Sociol. 106, 173–208 (2000)CrossRef Myers, D.J.: The Diffusion of Collective Violence: Infectiousness, Susceptibility and Mass Media Networks. Am. J. Sociol. 106, 173–208 (2000)CrossRef
go back to reference Nakamura, D: Trailing in the Polls and in Fundraising, Trump Clings to One Marker as a Sign of Success — Crowd Size. The Washington Post, October 18. (2020) Nakamura, D: Trailing in the Polls and in Fundraising, Trump Clings to One Marker as a Sign of Success — Crowd Size. The Washington Post, October 18. (2020)
go back to reference Oliver, P.E., Marwell, G.: The Paradox of Group Size in Collective Action: A Theory of Critical Mass II. Am. Sociol. Rev. 53, 1–8 (1988)CrossRef Oliver, P.E., Marwell, G.: The Paradox of Group Size in Collective Action: A Theory of Critical Mass II. Am. Sociol. Rev. 53, 1–8 (1988)CrossRef
go back to reference Olorunnipa, T., Boburg, S. & Hernandez, A.R: Rallies Against Stay-at-Home Orders Grow as Trump Sides with Protesters. The Washington Post, April 18. (2020) Olorunnipa, T., Boburg, S. & Hernandez, A.R: Rallies Against Stay-at-Home Orders Grow as Trump Sides with Protesters. The Washington Post, April 18. (2020)
go back to reference Olson, M.: The Logic of Collective Action: Public Goods and the Theory of Groups. Harvard University Press, Cambridge, Mass (1965) Olson, M.: The Logic of Collective Action: Public Goods and the Theory of Groups. Harvard University Press, Cambridge, Mass (1965)
go back to reference Opp, K.: The Rationality of Political Protest. Westview, Boulder, CO (1989) Opp, K.: The Rationality of Political Protest. Westview, Boulder, CO (1989)
go back to reference Orbell, J.M.: Protest Participation Among Southern Negro College Students. American Political Science Review 61, 446–456 (1967)CrossRef Orbell, J.M.: Protest Participation Among Southern Negro College Students. American Political Science Review 61, 446–456 (1967)CrossRef
go back to reference Orum, A.M.: On Participation in Political Protest Movements. Journal of Applied Behavioural Science 10, 181–207 (1974)CrossRef Orum, A.M.: On Participation in Political Protest Movements. Journal of Applied Behavioural Science 10, 181–207 (1974)CrossRef
go back to reference Paige, J.M.: Political Orientation and Riot Participation. Am. Sociol. Rev. 36, 810–820 (1971)CrossRef Paige, J.M.: Political Orientation and Riot Participation. Am. Sociol. Rev. 36, 810–820 (1971)CrossRef
go back to reference Parkin, F.: Class, Inequality and Political Order. Praeger, New York (1971) Parkin, F.: Class, Inequality and Political Order. Praeger, New York (1971)
go back to reference PBS America 2018. Right Wing Rally, Counter-Protesters Face Off in Portland. April 4. PBS America 2018. Right Wing Rally, Counter-Protesters Face Off in Portland. April 4.
go back to reference Pearlman, W.: Moral Identity and Protest Cascades in Syria. British Journal of Political Science 48, 877–901 (2018)CrossRef Pearlman, W.: Moral Identity and Protest Cascades in Syria. British Journal of Political Science 48, 877–901 (2018)CrossRef
go back to reference Phillips, P.J., Pohl, G.: Prospect Theory and Terrorist Choice. Journal of Applied Economics 17, 139–160 (2014)CrossRef Phillips, P.J., Pohl, G.: Prospect Theory and Terrorist Choice. Journal of Applied Economics 17, 139–160 (2014)CrossRef
go back to reference Pinard, M.: Poverty and Political Movements. Soc. Probl. 15, 25–263 (1967)CrossRef Pinard, M.: Poverty and Political Movements. Soc. Probl. 15, 25–263 (1967)CrossRef
go back to reference Reuters, : Fact Check: Crowd Size at Trump and Biden Events Reflect Campaign Strategy, p. 31. Not Support, Reuters, October (2020) Reuters, : Fact Check: Crowd Size at Trump and Biden Events Reflect Campaign Strategy, p. 31. Not Support, Reuters, October (2020)
go back to reference Richardson, L.: Avoiding and Incurring Losses: Decision-Making in the Suez Crisis. In: Stein, J., Pauly, L. (eds.) Choosing to Cooperate: How States Avoid Loss, pp. 170–201. Johns Hopkins University Press, Baltimore (1993) Richardson, L.: Avoiding and Incurring Losses: Decision-Making in the Suez Crisis. In: Stein, J., Pauly, L. (eds.) Choosing to Cooperate: How States Avoid Loss, pp. 170–201. Johns Hopkins University Press, Baltimore (1993)
go back to reference Schelling, T.C.: The Strategy of Conflict. Harvard University Press, Cambridge, Mass (1960) Schelling, T.C.: The Strategy of Conflict. Harvard University Press, Cambridge, Mass (1960)
go back to reference Schelling, T.C.: Dynamic Models of Segregation. Journal of Mathematical Sociology 1, 143–186 (1971)CrossRef Schelling, T.C.: Dynamic Models of Segregation. Journal of Mathematical Sociology 1, 143–186 (1971)CrossRef
go back to reference Schelling, T.C.: Micromotives and Macrobehavior. W.W. Norton, New York (1978) Schelling, T.C.: Micromotives and Macrobehavior. W.W. Norton, New York (1978)
go back to reference Shear, M.D. & Kaplan, T: Both Candidates Agree: Trump’s Crowds Are Bigger and They’re OK with That. The New York Times, November 1. (2020) Shear, M.D. & Kaplan, T: Both Candidates Agree: Trump’s Crowds Are Bigger and They’re OK with That. The New York Times, November 1. (2020)
go back to reference Simon, B., Loewy, M., Stürmer, S.: Collective Identification and Social Movement Participation. J. Pers. Soc. Psychol. 74, 646–658 (1998)CrossRef Simon, B., Loewy, M., Stürmer, S.: Collective Identification and Social Movement Participation. J. Pers. Soc. Psychol. 74, 646–658 (1998)CrossRef
go back to reference Snyder, D. & Kelly, W.R: Strategies for Investigating Violence and Social Change. In: Mayer N. Zald and John D. McCarthy (eds.) The Dynamics of Social Movements. Cambridge, vol. 212. Mass, Winthrop (1979) Snyder, D. & Kelly, W.R: Strategies for Investigating Violence and Social Change. In: Mayer N. Zald and John D. McCarthy (eds.) The Dynamics of Social Movements. Cambridge, vol. 212. Mass, Winthrop (1979)
go back to reference Spilerman, S.: The Causes of Racial Disturbances: A Comparison of Alternative Explanations. Am. Sociol. Rev. 35, 627–649 (1970)CrossRef Spilerman, S.: The Causes of Racial Disturbances: A Comparison of Alternative Explanations. Am. Sociol. Rev. 35, 627–649 (1970)CrossRef
go back to reference Spilerman, S.: The Causes of Racial Disturbances: Test of an Explanation. Am. Sociol. Rev. 36, 427–442 (1971)CrossRef Spilerman, S.: The Causes of Racial Disturbances: Test of an Explanation. Am. Sociol. Rev. 36, 427–442 (1971)CrossRef
go back to reference Spilerman, S.: Structural Characteristics of Cities and the Severity of Racial Disorders. Am. Sociol. Rev. 41, 771–793 (1976)CrossRef Spilerman, S.: Structural Characteristics of Cities and the Severity of Racial Disorders. Am. Sociol. Rev. 41, 771–793 (1976)CrossRef
go back to reference Stürmer, S., Simon, B.: The Dual-Pathway Model of Social Movement Participation: The Case of the Fat Acceptance Movement. Social Psychology Quarterly 66, 71–82 (2003)CrossRef Stürmer, S., Simon, B.: The Dual-Pathway Model of Social Movement Participation: The Case of the Fat Acceptance Movement. Social Psychology Quarterly 66, 71–82 (2003)CrossRef
go back to reference Thaler, R.H.: Mental Accounting and Consumer Choice. Marketing Science 4, 199–214 (1985)CrossRef Thaler, R.H.: Mental Accounting and Consumer Choice. Marketing Science 4, 199–214 (1985)CrossRef
go back to reference Thaler, R.H (2016) Misbehaving: The Making of Behavioural Economics. W.W. Norton: New York, New York. Thaler, R.H (2016) Misbehaving: The Making of Behavioural Economics. W.W. Norton: New York, New York.
go back to reference Tilly, C.: From Mobilization to Revolution. Addison Wesley, Reading, Mass. (1978) Tilly, C.: From Mobilization to Revolution. Addison Wesley, Reading, Mass. (1978)
go back to reference Tversky, A., Kahneman, D.: Advances in Prospect Theory: Cumulative Representation of Uncertainty. Journal of Risk and Uncertainty 5, 297–323 (1992)CrossRef Tversky, A., Kahneman, D.: Advances in Prospect Theory: Cumulative Representation of Uncertainty. Journal of Risk and Uncertainty 5, 297–323 (1992)CrossRef
go back to reference van Steckelenburg, J., Klandermans, B.: The Social Psychology of Protest. Current Sociology Review 61, 886–905 (2013)CrossRef van Steckelenburg, J., Klandermans, B.: The Social Psychology of Protest. Current Sociology Review 61, 886–905 (2013)CrossRef
go back to reference von Neumann, J., Morgenstern, O.: Theory of Games and Economic Behaviour. Princeton University Press, Princeton, NJ (1947) von Neumann, J., Morgenstern, O.: Theory of Games and Economic Behaviour. Princeton University Press, Princeton, NJ (1947)
go back to reference Wilson, J.Q.: The Strategy of Protest: Problems of Negro Civic Action. J. Conflict Resolut. 3, 291–303 (1961)CrossRef Wilson, J.Q.: The Strategy of Protest: Problems of Negro Civic Action. J. Conflict Resolut. 3, 291–303 (1961)CrossRef
go back to reference Wilson, J.: Introduction to Social Movements. Basic Books, New York (1973) Wilson, J.: Introduction to Social Movements. Basic Books, New York (1973)
go back to reference Zeitlin, M.: Economic Insecurity and the Political Attitudes of Cuban Workers. Am. Sociol. Rev. 31, 31–51 (1966)CrossRef Zeitlin, M.: Economic Insecurity and the Political Attitudes of Cuban Workers. Am. Sociol. Rev. 31, 31–51 (1966)CrossRef
Metadata
Title
Crowd counting: a behavioural economics perspective
Authors
Peter J. Phillips
Gabriela Pohl
Publication date
19-02-2021
Publisher
Springer Netherlands
Published in
Quality & Quantity / Issue 6/2021
Print ISSN: 0033-5177
Electronic ISSN: 1573-7845
DOI
https://doi.org/10.1007/s11135-021-01117-7

Other articles of this Issue 6/2021

Quality & Quantity 6/2021 Go to the issue