Skip to main content
Top
Published in: Social Network Analysis and Mining 1/2020

01-12-2020 | Original Article

A cross-country study on cultural similarities based on book preferences

Authors: Nazanin Sabri, Sadaf Sadeghian, Behnam Bahrak

Published in: Social Network Analysis and Mining | Issue 1/2020

Log in

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

search-config
loading …

Abstract

What people choose to read is believed to be highly influenced by their cultural backgrounds and environment. Thus, understanding the cultural and socioeconomic factors that have significant relations with the reading preferences of nations can be of great importance for the book retail industry. These insights can have applications in recommender systems, sales predictions, and customer relationship management. Motivated by these values, we conducted a large-scale cross-country analysis of cultural similarities and differences based on book preferences using data collected from Goodreads. We use bipartite configuration model and community detection to explore the relationships between countries based on their book preferences. We also investigate the similarities between countries based on their favorite genres and authors. Additionally, this paper explores the significance of cultural, lingual, and socioeconomics factors on book preferences using quadratic assignment procedure statistical tests. Our results indicate that geographical distance, lingual distance, cognitive ability, intelligence quotient, and individualism are all significantly associated with book preference at the country level.

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!

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!

Literature
go back to reference Addey C (2008) Readers and non-readers: a cross-cultural study in Italy and the UK. Aracne Addey C (2008) Readers and non-readers: a cross-cultural study in Italy and the UK. Aracne
go back to reference Alaveras G, Gomez-Herrera E, Martens B (2018) Cross-border circulation of films and cultural diversity in the EU. J Cult Econ 42(4):645–676CrossRef Alaveras G, Gomez-Herrera E, Martens B (2018) Cross-border circulation of films and cultural diversity in the EU. J Cult Econ 42(4):645–676CrossRef
go back to reference Bastian M, Heymann S, Jacomy M (2009) Gephi: an open source software for exploring and manipulating networks. In: Third international AAAI conference on weblogs and social media Bastian M, Heymann S, Jacomy M (2009) Gephi: an open source software for exploring and manipulating networks. In: Third international AAAI conference on weblogs and social media
go back to reference Blondel V, Guillaume J, Lambiotte R, Lefebvre E (2008) Fast unfolding of communities in large networks. J Stat Mech Theory Exp 2008(10):P10008CrossRef Blondel V, Guillaume J, Lambiotte R, Lefebvre E (2008) Fast unfolding of communities in large networks. J Stat Mech Theory Exp 2008(10):P10008CrossRef
go back to reference Brunsø K, Grunert K (1998) Cross-cultural similarities and differences in shopping for food. J Bus Res 42(2):145–150CrossRef Brunsø K, Grunert K (1998) Cross-cultural similarities and differences in shopping for food. J Bus Res 42(2):145–150CrossRef
go back to reference Callahan E (2005) Cultural similarities and differences in the design of university web sites. J Comput Mediat Commun 11(1):239–273CrossRef Callahan E (2005) Cultural similarities and differences in the design of university web sites. J Comput Mediat Commun 11(1):239–273CrossRef
go back to reference Chan S R, Edo J, Bee H R (2016) Global habitus: collectivist and individualist values in cultural capital among Chinese Malaysian youth. J Malays Stud 34(1):35–57 Chan S R, Edo J, Bee H R (2016) Global habitus: collectivist and individualist values in cultural capital among Chinese Malaysian youth. J Malays Stud 34(1):35–57
go back to reference Dimitrov S, Zamal F, Piper A, Ruths D (2015) Goodreads versus amazon: the effect of decoupling book reviewing and book selling. In Ninth international AAAI conference on web and social media Dimitrov S, Zamal F, Piper A, Ruths D (2015) Goodreads versus amazon: the effect of decoupling book reviewing and book selling. In Ninth international AAAI conference on web and social media
go back to reference Driscoll B, Rehberg SD (2019) Faraway, so close: seeing the intimacy in Goodreads reviews. Qual Inq 25(3):248–59CrossRef Driscoll B, Rehberg SD (2019) Faraway, so close: seeing the intimacy in Goodreads reviews. Qual Inq 25(3):248–59CrossRef
go back to reference Fredrickson MM, Chen Y (2019) Permutation and randomization tests for network analysis. Soc Netw 59:171–83CrossRef Fredrickson MM, Chen Y (2019) Permutation and randomization tests for network analysis. Soc Netw 59:171–83CrossRef
go back to reference Ger G, Belk RW (1996) Cross-cultural differences in materialism. J Econ Psychol 17(1):55–77CrossRef Ger G, Belk RW (1996) Cross-cultural differences in materialism. J Econ Psychol 17(1):55–77CrossRef
go back to reference Hofstede G (1984) Cultural dimensions in management and planning. Asia Pacific J Manag 1(2):81–99CrossRef Hofstede G (1984) Cultural dimensions in management and planning. Asia Pacific J Manag 1(2):81–99CrossRef
go back to reference Hofstede G (1986) Cultural differences in teaching and learning. Int J Intercult Relat 10(3):301–320CrossRef Hofstede G (1986) Cultural differences in teaching and learning. Int J Intercult Relat 10(3):301–320CrossRef
go back to reference Joy S, Kolb DA (2009) Are there cultural differences in learning style? Int J Intercult Relat 33(1):69–85CrossRef Joy S, Kolb DA (2009) Are there cultural differences in learning style? Int J Intercult Relat 33(1):69–85CrossRef
go back to reference Kofmel K (2013) Solitary act and social interaction: adults reading science fiction and fantasy. In: Proceedings of the annual conference of CAIS Kofmel K (2013) Solitary act and social interaction: adults reading science fiction and fantasy. In: Proceedings of the annual conference of CAIS
go back to reference Kousha K, Thelwall M, Abdoli M (2017) Goodreads reviews to assess the wider impacts of books. J Assoc Inf Sci Technol 68(8):2004–2016CrossRef Kousha K, Thelwall M, Abdoli M (2017) Goodreads reviews to assess the wider impacts of books. J Assoc Inf Sci Technol 68(8):2004–2016CrossRef
go back to reference Liu M, Hu X, Schedl M (2018) The relation of culture, socio-economics, and friendship to music preferences: a large-scale, cross-country study. PLoS ONE 13(12):e0208186CrossRef Liu M, Hu X, Schedl M (2018) The relation of culture, socio-economics, and friendship to music preferences: a large-scale, cross-country study. PLoS ONE 13(12):e0208186CrossRef
go back to reference Lynn R, Meisenberg G (2010) National IQs calculated and validated for 108 nations. Intelligence 38(4):353–360CrossRef Lynn R, Meisenberg G (2010) National IQs calculated and validated for 108 nations. Intelligence 38(4):353–360CrossRef
go back to reference Maity SK, Panigrahi A, Mukherjee A (2017) Book reading behavior on Goodreads can predict the amazon best sellers. In: Proceedings of the 2017 IEEE/ACM international conference on advances in social networks analysis and mining Maity SK, Panigrahi A, Mukherjee A (2017) Book reading behavior on Goodreads can predict the amazon best sellers. In: Proceedings of the 2017 IEEE/ACM international conference on advances in social networks analysis and mining
go back to reference Mazzoni SA, Gambrell LB, Korkeamaki RL (1999) A cross-cultural perspective of early literacy motivation. Read Psychol 20(3):237–253CrossRef Mazzoni SA, Gambrell LB, Korkeamaki RL (1999) A cross-cultural perspective of early literacy motivation. Read Psychol 20(3):237–253CrossRef
go back to reference Neal Z (2014) The backbone of bipartite projections: inferring relationships from co-authorship, co-sponsorship, co-attendance and other co-behaviors. Soc Netw 39(1):84–97CrossRef Neal Z (2014) The backbone of bipartite projections: inferring relationships from co-authorship, co-sponsorship, co-attendance and other co-behaviors. Soc Netw 39(1):84–97CrossRef
go back to reference Rindermann H, Sailer M, Thompson J (2009) The impact of smart fractions, cognitive ability of politicians and average competence of peoples on social development. Talent Dev Excell 1(1):3–25 Rindermann H, Sailer M, Thompson J (2009) The impact of smart fractions, cognitive ability of politicians and average competence of peoples on social development. Talent Dev Excell 1(1):3–25
go back to reference Saracco F, Straka M, Clemente R, Gabrielli A, Caldarelli G, Squartini T (2017) Inferring monopartite projections of bipartite networks: an entropy-based approach. New J Phys 19(5):053022CrossRef Saracco F, Straka M, Clemente R, Gabrielli A, Caldarelli G, Squartini T (2017) Inferring monopartite projections of bipartite networks: an entropy-based approach. New J Phys 19(5):053022CrossRef
go back to reference Schutte NS, Malouff JM (2004) University student reading preferences in relation to the big five personality dimensions. Read Psychol 25(4):273–95CrossRef Schutte NS, Malouff JM (2004) University student reading preferences in relation to the big five personality dimensions. Read Psychol 25(4):273–95CrossRef
go back to reference Simpson W (2001) QAP: the quadratic assignment procedure. In: North American STATA users’ group meeting Simpson W (2001) QAP: the quadratic assignment procedure. In: North American STATA users’ group meeting
go back to reference Takara Y (2018) Do cultural differences affect the trade of cultural goods? A study in trade of music. J Cult Econ 42(3):393–417CrossRef Takara Y (2018) Do cultural differences affect the trade of cultural goods? A study in trade of music. J Cult Econ 42(3):393–417CrossRef
go back to reference Thelwall M, Kousha K (2016) Goodreads: a social network site for book readers. J Assoc Inf Sci Technol 68(4):972–983CrossRef Thelwall M, Kousha K (2016) Goodreads: a social network site for book readers. J Assoc Inf Sci Technol 68(4):972–983CrossRef
go back to reference Weber EU, Hsee C (1998) Cross-cultural differences in risk perception, but cross-cultural similarities in attitudes towards perceived risk. Manag Sci 44(9):1205–1217CrossRef Weber EU, Hsee C (1998) Cross-cultural differences in risk perception, but cross-cultural similarities in attitudes towards perceived risk. Manag Sci 44(9):1205–1217CrossRef
Metadata
Title
A cross-country study on cultural similarities based on book preferences
Authors
Nazanin Sabri
Sadaf Sadeghian
Behnam Bahrak
Publication date
01-12-2020
Publisher
Springer Vienna
Published in
Social Network Analysis and Mining / Issue 1/2020
Print ISSN: 1869-5450
Electronic ISSN: 1869-5469
DOI
https://doi.org/10.1007/s13278-020-00695-y

Other articles of this Issue 1/2020

Social Network Analysis and Mining 1/2020 Go to the issue

Premium Partner