Skip to main content
Erschienen in: Social Network Analysis and Mining 1/2023

01.12.2023 | Original Article

The gap between public evaluations and interactional status in social networks

verfasst von: Neha Gondal

Erschienen in: Social Network Analysis and Mining | Ausgabe 1/2023

Einloggen

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

search-config
loading …

Abstract

Actors occupying central positions in networks created from deferential interactions are perceived as high in social status and quality. Status can also be read from increasingly ubiquitous third-party evaluations of actors involved in interactions based on surveys of field participants (e.g., publicly observable ratings). Although evaluations can be reflections of interaction-based positions, I argue the two measures of status can also be discrepant for two reasons: (1) tie formation being a more constrained process than evaluation and (2) differences in determinants of social construction. I propose a creative use of exponential random graph models focused on poorly fit configurations to analyze the divergence between evaluations and statused social networks. I test my framework on a network of PhD exchange relations and peer evaluations. I find that evaluations ‘undervalue’ both elite and mid-ranked departments relative to their structural positions. I discuss potential explanations and implications of these findings.

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 "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!

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!

Anhänge
Nur mit Berechtigung zugänglich
Fußnoten
1
The structural reciprocity parameter needs to be included in the models to be able to include reciprocity based on nodal attributes. Rather than all ties being independent of each other, the inclusion of the reciprocity parameter implies that only ties that occur between the same nodes are interdependent.
 
2
Although multicollinearity could be an issue in these models, tests demonstrate this to not be a concern. Multicollinearity in ERGMs is generally assessed in two ways: (1) the variance inflation factor (VIF) of coefficients and (2) the stability of model coefficients (Duxbury 2018). The highest VIF for estimates in Models 1–4 were below concerning levels. Rerunning Models 1–4 multiple times also yielded highly stable coefficients.
 
Literatur
Zurück zum Zitat Allen MP, Parsons NL (2006) The institutionalization of fame: achievement, recognition, and cultural consecration in baseball. Am Sociol Rev 71(5):808–825 Allen MP, Parsons NL (2006) The institutionalization of fame: achievement, recognition, and cultural consecration in baseball. Am Sociol Rev 71(5):808–825
Zurück zum Zitat Allison P, Long JS (1990) Departmental effects on scientific productivity. Am Sociol Rev 55(4):469–478 Allison P, Long JS (1990) Departmental effects on scientific productivity. Am Sociol Rev 55(4):469–478
Zurück zum Zitat Baldi S (1995) Prestige determinants of first academic job for new sociology Ph.D.s 1985–1992. Sociol Q 36(4):777–789 Baldi S (1995) Prestige determinants of first academic job for new sociology Ph.D.s 1985–1992. Sociol Q 36(4):777–789
Zurück zum Zitat Bearman PS, Moody J, Stovel K (2004) Chains of affection: the structure of adolescent romantic and sexual networks. Am J Sociol 110(1):44–91 Bearman PS, Moody J, Stovel K (2004) Chains of affection: the structure of adolescent romantic and sexual networks. Am J Sociol 110(1):44–91
Zurück zum Zitat Blau PM (1963) The dynamics of bureaucracy: study of interpersonal relations in two government agencies (Rev. ed.). University of Chicago Press Blau PM (1963) The dynamics of bureaucracy: study of interpersonal relations in two government agencies (Rev. ed.). University of Chicago Press
Zurück zum Zitat Bourdieu P (1993) The field of cultural production. Columbia University Press Bourdieu P (1993) The field of cultural production. Columbia University Press
Zurück zum Zitat Broido AD, Clauset A (2019) Scale-free networks are rare. Nat Commun 10(1):1–10 Broido AD, Clauset A (2019) Scale-free networks are rare. Nat Commun 10(1):1–10
Zurück zum Zitat Brooks R (2005) Measuring university quality. Rev High Educ 29(1):1–21 Brooks R (2005) Measuring university quality. Rev High Educ 29(1):1–21
Zurück zum Zitat Burris V (2004) The academic caste system: prestige hierarchies in PhD exchange networks. Am Sociol Rev 69(2):239–264 Burris V (2004) The academic caste system: prestige hierarchies in PhD exchange networks. Am Sociol Rev 69(2):239–264
Zurück zum Zitat Caplow T (1964) Principles of organization. Harcourt, Brace & World, New York Caplow T (1964) Principles of organization. Harcourt, Brace & World, New York
Zurück zum Zitat Casciaro T (1998) Seeing things clearly: social structure, personality, and accuracy in social network perception. Soc Netw 20(4):331–351 Casciaro T (1998) Seeing things clearly: social structure, personality, and accuracy in social network perception. Soc Netw 20(4):331–351
Zurück zum Zitat Clauset A, Arbesman S, Larremore D (2015) Systematic inequality and hierarchy in faculty hiring networks. Sci Adv 1(1):1–6 Clauset A, Arbesman S, Larremore D (2015) Systematic inequality and hierarchy in faculty hiring networks. Sci Adv 1(1):1–6
Zurück zum Zitat Cole S, Cole J (1967) Scientific output and recognition: a study in the operation of the reward system in science. Am Sociol Rev 32(3):377–390 Cole S, Cole J (1967) Scientific output and recognition: a study in the operation of the reward system in science. Am Sociol Rev 32(3):377–390
Zurück zum Zitat Crane D (1965) Scientists at Major and minor universities: a study of productivity and recognition. Am Sociol Rev 30(5):699–714 Crane D (1965) Scientists at Major and minor universities: a study of productivity and recognition. Am Sociol Rev 30(5):699–714
Zurück zum Zitat Duxbury SW (2018) Diagnosing multicollinearity in exponential random graph models. Sociol Methods Res 50(2):491–530 Duxbury SW (2018) Diagnosing multicollinearity in exponential random graph models. Sociol Methods Res 50(2):491–530
Zurück zum Zitat Espeland WN, Sauder M (2007) Rankings and reactivity: how public measures recreate social worlds. Am J Sociol 113(1):1–40 Espeland WN, Sauder M (2007) Rankings and reactivity: how public measures recreate social worlds. Am J Sociol 113(1):1–40
Zurück zum Zitat Evans J, Hillsman ST, Perrin A, Small ML, Smith SS (2011) Report to the American Sociological Association Council Regarding the 2010 National Research Council Assessment of Doctorate Programs. American Sociological Association Evans J, Hillsman ST, Perrin A, Small ML, Smith SS (2011) Report to the American Sociological Association Council Regarding the 2010 National Research Council Assessment of Doctorate Programs. American Sociological Association
Zurück zum Zitat Feld S (1981) The focused organization of social ties. Am J Sociol 86(5):1015–1035 Feld S (1981) The focused organization of social ties. Am J Sociol 86(5):1015–1035
Zurück zum Zitat Fuhse J, Gondal N (2022) Networks from culture: mechanisms of tie-formation follow institutionalized rules in social fields. Soc Netw Fuhse J, Gondal N (2022) Networks from culture: mechanisms of tie-formation follow institutionalized rules in social fields. Soc Netw
Zurück zum Zitat Gondal N (2018) Duality of departmental specializations and PhD exchange: a Weberian analysis of status in interaction using multilevel exponential random graph models (mERGM). Social Netw 55:202–212 Gondal N (2018) Duality of departmental specializations and PhD exchange: a Weberian analysis of status in interaction using multilevel exponential random graph models (mERGM). Social Netw 55:202–212
Zurück zum Zitat Gondal N, McLean PD (2013) Linking tie-meaning with network structure: variable connotations of personal lending in a multiple-network ecology. Poetics 41(2):122–150 Gondal N, McLean PD (2013) Linking tie-meaning with network structure: variable connotations of personal lending in a multiple-network ecology. Poetics 41(2):122–150
Zurück zum Zitat Goode WJ (1978) The celebration of heroes: prestige as a control system. University of California Press Goode WJ (1978) The celebration of heroes: prestige as a control system. University of California Press
Zurück zum Zitat Gould RV (2002) The origins of status hierarchies: a formal theory and empirical test. Am J Sociol 107(5):1143–1178 Gould RV (2002) The origins of status hierarchies: a formal theory and empirical test. Am J Sociol 107(5):1143–1178
Zurück zum Zitat Grannis R (2009) Paths and semipaths: reconceptualizing structural cohesion in terms of directed relations. Sociol Methodol 39(1):117–150 Grannis R (2009) Paths and semipaths: reconceptualizing structural cohesion in terms of directed relations. Sociol Methodol 39(1):117–150
Zurück zum Zitat Gross G (1970) The organization set: a study of sociology departments. Am Sociol 5(1):25–29 Gross G (1970) The organization set: a study of sociology departments. Am Sociol 5(1):25–29
Zurück zum Zitat Hanneman RA (2001) The prestige of Ph. D. granting departments of sociology: a simple network approach. Connections 24(1):68–77 Hanneman RA (2001) The prestige of Ph. D. granting departments of sociology: a simple network approach. Connections 24(1):68–77
Zurück zum Zitat Hargens L, Hagstrom W (1967) Sponsored and contest mobility of American academic scientists. Sociol Educ 40(1):24–38 Hargens L, Hagstrom W (1967) Sponsored and contest mobility of American academic scientists. Sociol Educ 40(1):24–38
Zurück zum Zitat Headworth S, Freese J (2016) Credential privilege or cumulative advantage? prestige, productivity, and placement in the academic sociology job market. Soc Forces 94(3):1257–1282 Headworth S, Freese J (2016) Credential privilege or cumulative advantage? prestige, productivity, and placement in the academic sociology job market. Soc Forces 94(3):1257–1282
Zurück zum Zitat Jacobs D (1999) Ascription or productivity? the determinants of departmental success in the NRC quality ratings. Soc Sci Res 28(2):228–239 Jacobs D (1999) Ascription or productivity? the determinants of departmental success in the NRC quality ratings. Soc Sci Res 28(2):228–239
Zurück zum Zitat Keith B, Babchuk N (1994) A longitudinal assessment of productivity in prominent sociology journals and departmental prestige. Am Sociol 25(4):4–27 Keith B, Babchuk N (1994) A longitudinal assessment of productivity in prominent sociology journals and departmental prestige. Am Sociol 25(4):4–27
Zurück zum Zitat Keith B, Babchuk N (1998) The quest for institutional recognition: a longitudinal analysis of scholarly productivity and academic prestige among sociology departments. Soc Forces 76(4):1495–1533 Keith B, Babchuk N (1998) The quest for institutional recognition: a longitudinal analysis of scholarly productivity and academic prestige among sociology departments. Soc Forces 76(4):1495–1533
Zurück zum Zitat Kilduff M, Crossland C, Tsai W, Krackhardt D (2008) Organizational network perceptions versus reality: a small world after all? Organ Behav Hum Decis Process 107(1):15–28 Kilduff M, Crossland C, Tsai W, Krackhardt D (2008) Organizational network perceptions versus reality: a small world after all? Organ Behav Hum Decis Process 107(1):15–28
Zurück zum Zitat Lamont M (2012) Toward a comparative sociology of valuation and evaluation. Ann Rev Sociol 38:201–221 Lamont M (2012) Toward a comparative sociology of valuation and evaluation. Ann Rev Sociol 38:201–221
Zurück zum Zitat Lusher D, Koskinen J, Robins G (2013) Exponential random graph models for social networks: theory, methods, and applications. New York, NY Lusher D, Koskinen J, Robins G (2013) Exponential random graph models for social networks: theory, methods, and applications. New York, NY
Zurück zum Zitat McPherson M, Smith-Lovin L, Cook J (2001) Birds of a feather: homophily in social networks. Ann Rev Sociol 27(1):415–444 McPherson M, Smith-Lovin L, Cook J (2001) Birds of a feather: homophily in social networks. Ann Rev Sociol 27(1):415–444
Zurück zum Zitat Merton R (1968) The Matthew effect in science. Science 159(3810):56–63 Merton R (1968) The Matthew effect in science. Science 159(3810):56–63
Zurück zum Zitat Munroe PT (2007) Deference. The Blackwell Encyclopedia of Sociology Munroe PT (2007) Deference. The Blackwell Encyclopedia of Sociology
Zurück zum Zitat Parkhurst JT, Hopmeyer A (1998) Sociometric popularity and peer-perceived popularity: two distinct dimensions of peer status. J Early Adolesc 18(2):125–144 Parkhurst JT, Hopmeyer A (1998) Sociometric popularity and peer-perceived popularity: two distinct dimensions of peer status. J Early Adolesc 18(2):125–144
Zurück zum Zitat Perrow C (1961) Organizational prestige: some functions and dysfunctions. Am J Sociol 66(4):335–341 Perrow C (1961) Organizational prestige: some functions and dysfunctions. Am J Sociol 66(4):335–341
Zurück zum Zitat Podolny JM (1993) A status-based model of market competition. Am J Sociol 98(4):829–872 Podolny JM (1993) A status-based model of market competition. Am J Sociol 98(4):829–872
Zurück zum Zitat Podolny JM (2010) Status signals: a sociological study of market competition. Princeton University Press Podolny JM (2010) Status signals: a sociological study of market competition. Princeton University Press
Zurück zum Zitat Podolny JM, Phillips DJ (1996) The dynamics of organizational status. Ind Corp Chang 5(2):453–471 Podolny JM, Phillips DJ (1996) The dynamics of organizational status. Ind Corp Chang 5(2):453–471
Zurück zum Zitat Rao H (1994) The social construction of reputation: contests, credentialing and legitimation in the American automobile industry: 1895–1912. Strateg Manag J 15:29–44 Rao H (1994) The social construction of reputation: contests, credentialing and legitimation in the American automobile industry: 1895–1912. Strateg Manag J 15:29–44
Zurück zum Zitat Ridgeway C (1991) The social construction of status value: gender and other nominal characteristics. Soc Forces 70(2):367–386 Ridgeway C (1991) The social construction of status value: gender and other nominal characteristics. Soc Forces 70(2):367–386
Zurück zum Zitat Ridgeway C (2014) Why status matters for inequality. Am Sociol Rev 79(1):1–16 Ridgeway C (2014) Why status matters for inequality. Am Sociol Rev 79(1):1–16
Zurück zum Zitat Rivera MT, Soderstrom SB, Uzzi B (2010) Dynamics of dyads in social networks: assortative, relational, and proximity mechanisms. Ann Rev Sociol 36:91–115 Rivera MT, Soderstrom SB, Uzzi B (2010) Dynamics of dyads in social networks: assortative, relational, and proximity mechanisms. Ann Rev Sociol 36:91–115
Zurück zum Zitat Rossman G, Esparza N, Bonacich P (2010) I’d like to thank the academy, team spillovers, and network centrality. Am Sociol Rev 75(1):31–51 Rossman G, Esparza N, Bonacich P (2010) I’d like to thank the academy, team spillovers, and network centrality. Am Sociol Rev 75(1):31–51
Zurück zum Zitat Salganik M, Watts D (2008) Leading the herd astray: an experimental study of self-fulfilling prophecies in an artificial cultural market. Soc Psychol Q 71(4):338–355 Salganik M, Watts D (2008) Leading the herd astray: an experimental study of self-fulfilling prophecies in an artificial cultural market. Soc Psychol Q 71(4):338–355
Zurück zum Zitat Sauder M (2006) Third parties and status position: how the characteristics of status systems matter. Theory Soc 35(3):299–321 Sauder M (2006) Third parties and status position: how the characteristics of status systems matter. Theory Soc 35(3):299–321
Zurück zum Zitat Sauder M, Lancaster R (2006) Do rankings matter? the effects of US news & world report rankings on the admissions process of law schools. Law Soc Rev 40(1):105–134 Sauder M, Lancaster R (2006) Do rankings matter? the effects of US news & world report rankings on the admissions process of law schools. Law Soc Rev 40(1):105–134
Zurück zum Zitat Sauder M, Lynn F, Podolny JM (2012) Status: insights from organizational sociology. Ann Rev Sociol 38:267–283 Sauder M, Lynn F, Podolny JM (2012) Status: insights from organizational sociology. Ann Rev Sociol 38:267–283
Zurück zum Zitat Tzoc K, Gondal N (2023) In search of the suitable candidate: the role of status, upstream and downstream diversity in recruitment partnerships. Socio-Econ Rev, mwad024 Tzoc K, Gondal N (2023) In search of the suitable candidate: the role of status, upstream and downstream diversity in recruitment partnerships. Socio-Econ Rev, mwad024
Zurück zum Zitat Webster DS (1981) Advantages and disadvantages of methods of assessing quality. Chang Mag High Learn 13(7):20–24 Webster DS (1981) Advantages and disadvantages of methods of assessing quality. Chang Mag High Learn 13(7):20–24
Zurück zum Zitat Webster D, Conrad C, Jensen E (1988) Objective and reputational rankings of Ph.D.-granting departments of sociology, 1965–1982. Sociol Focus 21(2):177–198 Webster D, Conrad C, Jensen E (1988) Objective and reputational rankings of Ph.D.-granting departments of sociology, 1965–1982. Sociol Focus 21(2):177–198
Metadaten
Titel
The gap between public evaluations and interactional status in social networks
verfasst von
Neha Gondal
Publikationsdatum
01.12.2023
Verlag
Springer Vienna
Erschienen in
Social Network Analysis and Mining / Ausgabe 1/2023
Print ISSN: 1869-5450
Elektronische ISSN: 1869-5469
DOI
https://doi.org/10.1007/s13278-023-01099-4

Weitere Artikel der Ausgabe 1/2023

Social Network Analysis and Mining 1/2023 Zur Ausgabe

Premium Partner