Skip to main content

2022 | OriginalPaper | Buchkapitel

Marginalisation and Misperception: Perceiving Gender and Racial Wage Gaps in Ego Networks

verfasst von : Daniel M. Mayerhoffer, Jan Schulz

Erschienen in: Complex Networks & Their Applications X

Verlag: Springer International Publishing

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

We introduce an agent-based model of localised perceptions of the gender and racial wage gap in Random Geometric Graph type networks that result from economic homophily independent of gender/race. Thereby, agents estimate inequality using a composite signal consisting of local information from their personal neighbourhood and the actual global wage gap. This can replicate the underestimation of the gender or racial wage gap that empirical studies find and the well-documented fact that the underprivileged perceive the wage gap to be higher on average with less bias. Calibration by a recent Israeli sample suggests that women place much more weight on the (correct) global signal than men, in line with the hypothesis that people who are adversely affected by a wage gap listen more carefully to global information about the issue. Hence, (educational) interventions about the global state of gender and racial inequality are promising, especially if they target the privileged.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

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 "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

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!

Fußnoten
1
We opt for this particular approximation because it is symmetric [27] and bounded in \([-2,2]\) and thus more robust against outliers [7]. Our results are not materially sensitive to the specific symmetric approximation of the growth rate and very similar to the more common approximation by log-differences.
 
2
In an interesting complementary perspective, [13] demonstrate that also the actual (gender) inequities we take as given can emerge purely based on interpersonal comparisons based on similarity, much like our local signal for perceptions.
 
3
We selected empirically probable values of g and \(\rho \) for presentation, but the heatmaps for other parameter combinations display similar complexity and non-monotonicity. Indeed, the association between income, diversity and the wage gap is even more discontinuous and non-monotonic, as the rather rugged landscapes for perceptions in all panels suggest. All heatmaps are available upon request.
 
Literatur
1.
Zurück zum Zitat Akchurin, M., Lee, C.-S.: Pathways to empowerment: repertoires of women’s activism and gender earnings equality. Am. Sociol. Rev. 78(4), 679–701 (2013)CrossRef Akchurin, M., Lee, C.-S.: Pathways to empowerment: repertoires of women’s activism and gender earnings equality. Am. Sociol. Rev. 78(4), 679–701 (2013)CrossRef
2.
Zurück zum Zitat Auspurg, K., Hinz, T., Sauer, C.: Why should women get less? Evidence on the gender pay gap from multifactorial survey experiments. Am. Sociol. Rev. 82(1), 179–210 (2017)CrossRef Auspurg, K., Hinz, T., Sauer, C.: Why should women get less? Evidence on the gender pay gap from multifactorial survey experiments. Am. Sociol. Rev. 82(1), 179–210 (2017)CrossRef
3.
Zurück zum Zitat Boguná, M., Pastor-Satorras, R., Díaz-Guilera, A., Arenas, A.: Models of social networks based on social distance attachment. Phys. Rev. E 70(5), 056122 (2004)CrossRef Boguná, M., Pastor-Satorras, R., Díaz-Guilera, A., Arenas, A.: Models of social networks based on social distance attachment. Phys. Rev. E 70(5), 056122 (2004)CrossRef
4.
Zurück zum Zitat Ceccardi, T.: How do beliefs about the gender wage gap affect the demand for public policy? Differences 2021, 14 (2021) Ceccardi, T.: How do beliefs about the gender wage gap affect the demand for public policy? Differences 2021, 14 (2021)
5.
Zurück zum Zitat Choi, G.: Revisiting the redistribution hypothesis with perceived inequality and redistributive preferences. Eur. J. Polit. Econ. 58, 220–244 (2019)CrossRef Choi, G.: Revisiting the redistribution hypothesis with perceived inequality and redistributive preferences. Eur. J. Polit. Econ. 58, 220–244 (2019)CrossRef
7.
Zurück zum Zitat Decker, R., Haltiwanger, J., Jarmin, R., Miranda, J.: The role of entrepreneurship in US job creation and economic dynamism. J. Econ. Perspect. 28(3), 3–24 (2014)CrossRef Decker, R., Haltiwanger, J., Jarmin, R., Miranda, J.: The role of entrepreneurship in US job creation and economic dynamism. J. Econ. Perspect. 28(3), 3–24 (2014)CrossRef
8.
Zurück zum Zitat Epstein, J.M.: Agent-based computational models and generative social science. Complexity 4(5), 41–60 (1999)MathSciNetCrossRef Epstein, J.M.: Agent-based computational models and generative social science. Complexity 4(5), 41–60 (1999)MathSciNetCrossRef
9.
Zurück zum Zitat Furnham, A., Wilson, E.: Gender differences in estimated salaries: a UK study. J. Socio-Econ. 40(5), 623–630 (2011)CrossRef Furnham, A., Wilson, E.: Gender differences in estimated salaries: a UK study. J. Socio-Econ. 40(5), 623–630 (2011)CrossRef
10.
Zurück zum Zitat Grüne-Yanoff, T., Verreault-Julien, P.: How-possibly explanations in economics: anything goes? J. Econ. Methodol. 28(1), 114–123 (2021)CrossRef Grüne-Yanoff, T., Verreault-Julien, P.: How-possibly explanations in economics: anything goes? J. Econ. Methodol. 28(1), 114–123 (2021)CrossRef
11.
Zurück zum Zitat Haaland, I., Roth, C.: Beliefs about racial discrimination and support for pro-black policies. Rev. Econ. Stat., 1–38 (2021). In print Haaland, I., Roth, C.: Beliefs about racial discrimination and support for pro-black policies. Rev. Econ. Stat., 1–38 (2021). In print
12.
Zurück zum Zitat Hauser, O.P., Norton, M.I.: (Mis)perceptions of inequality. Curr. Opin. Psychol. 18, 21–25 (2017)CrossRef Hauser, O.P., Norton, M.I.: (Mis)perceptions of inequality. Curr. Opin. Psychol. 18, 21–25 (2017)CrossRef
13.
Zurück zum Zitat Huet, S., Gargiulo, F., Pratto, F.: Can gender inequality be created without inter-group discrimination? PLoS One 15(8), e0236840 (2020)CrossRef Huet, S., Gargiulo, F., Pratto, F.: Can gender inequality be created without inter-group discrimination? PLoS One 15(8), e0236840 (2020)CrossRef
14.
Zurück zum Zitat Kraus, M.W., Onyeador, I.N., Daumeyer, N.M., Rucker, J.M., Richeson, J.A.: The misperception of racial economic inequality. Perspect. Psychol. Sci. 14(6), 899–921 (2019)CrossRef Kraus, M.W., Onyeador, I.N., Daumeyer, N.M., Rucker, J.M., Richeson, J.A.: The misperception of racial economic inequality. Perspect. Psychol. Sci. 14(6), 899–921 (2019)CrossRef
15.
Zurück zum Zitat Kraus, M.W., Rucker, J.M., Richeson, J.A.: Americans misperceive racial economic equality. Proc. Natl. Acad. Sci. 114(39), 10324–10331 (2017)CrossRef Kraus, M.W., Rucker, J.M., Richeson, J.A.: Americans misperceive racial economic equality. Proc. Natl. Acad. Sci. 114(39), 10324–10331 (2017)CrossRef
16.
Zurück zum Zitat Mac Carron, P., Kaski, K., Dunbar, R.: Calling Dunbar’s numbers. Soci. Netw. 47, 151–155 (2016)CrossRef Mac Carron, P., Kaski, K., Dunbar, R.: Calling Dunbar’s numbers. Soci. Netw. 47, 151–155 (2016)CrossRef
17.
Zurück zum Zitat Malul, M.: (Mis)perceptions about the gender gap in the labor market. Forum Soc. Econ. 1–9 (2021). In print Malul, M.: (Mis)perceptions about the gender gap in the labor market. Forum Soc. Econ. 1–9 (2021). In print
18.
Zurück zum Zitat McPherson, M., Smith-Lovin, L., Cook, J.M.: Birds of a feather: homophily in social networks. Ann. Rev. Sociol. 27(1), 415–444 (2001)CrossRef McPherson, M., Smith-Lovin, L., Cook, J.M.: Birds of a feather: homophily in social networks. Ann. Rev. Sociol. 27(1), 415–444 (2001)CrossRef
19.
Zurück zum Zitat Newman, M.E.: Random graphs with clustering. Phys. Rev. Lett. 103(5), 058701 (2009)CrossRef Newman, M.E.: Random graphs with clustering. Phys. Rev. Lett. 103(5), 058701 (2009)CrossRef
20.
Zurück zum Zitat Newman, M.E., Strogatz, S.H., Watts, D.J.: Random graphs with arbitrary degree distributions and their applications. Phys. Rev. E 64(2), 026118 (2001)CrossRef Newman, M.E., Strogatz, S.H., Watts, D.J.: Random graphs with arbitrary degree distributions and their applications. Phys. Rev. E 64(2), 026118 (2001)CrossRef
21.
Zurück zum Zitat Oprea, R.: What makes a rule complex? Am. Econ. Rev. 110(12), 3913–3951 (2020)CrossRef Oprea, R.: What makes a rule complex? Am. Econ. Rev. 110(12), 3913–3951 (2020)CrossRef
22.
Zurück zum Zitat Pfeifer, C., Stephan, G.: Why women do not ask: gender differences in fairness perceptions of own wages and subsequent wage growth. Camb. J. Econ. 43(2), 295–310 (2019)CrossRef Pfeifer, C., Stephan, G.: Why women do not ask: gender differences in fairness perceptions of own wages and subsequent wage growth. Camb. J. Econ. 43(2), 295–310 (2019)CrossRef
23.
Zurück zum Zitat Schulz, J., Mayerhoffer, D., Gebhard, A.: A network-based explanation of perceived inequality. Bamberger Beiträge zur Modernen Politischen Theorie, vol. 2 (2021) Schulz, J., Mayerhoffer, D., Gebhard, A.: A network-based explanation of perceived inequality. Bamberger Beiträge zur Modernen Politischen Theorie, vol. 2 (2021)
24.
Zurück zum Zitat Shaikh, A., Papanikolaou, N., Wiener, N.: Race, gender and the econophysics of income distribution in the USA. Phys. A: Stat. Mech. Appl. 415, 54–60 (2014)MathSciNetCrossRefMATH Shaikh, A., Papanikolaou, N., Wiener, N.: Race, gender and the econophysics of income distribution in the USA. Phys. A: Stat. Mech. Appl. 415, 54–60 (2014)MathSciNetCrossRefMATH
25.
Zurück zum Zitat Talaga, S., Nowak, A.: Homophily as a process generating social networks: insights from social distance attachment model. J. Artif. Soc. Soc. Simul. 23(2), 6 (2020)CrossRef Talaga, S., Nowak, A.: Homophily as a process generating social networks: insights from social distance attachment model. J. Artif. Soc. Soc. Simul. 23(2), 6 (2020)CrossRef
27.
Zurück zum Zitat Törnqvist, L., Vartia, P., Vartia, Y.O.: How should relative changes be measured? Am. Stat. 39(1), 43–46 (1985) Törnqvist, L., Vartia, P., Vartia, Y.O.: How should relative changes be measured? Am. Stat. 39(1), 43–46 (1985)
28.
Zurück zum Zitat Wu, K.: Invisibility of social privilege to those who have it. Acad. Manag. Proc. 2021(1), 10776 (2021)CrossRef Wu, K.: Invisibility of social privilege to those who have it. Acad. Manag. Proc. 2021(1), 10776 (2021)CrossRef
Metadaten
Titel
Marginalisation and Misperception: Perceiving Gender and Racial Wage Gaps in Ego Networks
verfasst von
Daniel M. Mayerhoffer
Jan Schulz
Copyright-Jahr
2022
DOI
https://doi.org/10.1007/978-3-030-93409-5_63

Premium Partner