Skip to main content

2020 | OriginalPaper | Buchkapitel

The Drivers of Video Popularity on YouTube: An Empirical Investigation

verfasst von : Ana Cristina Munaro, Renato Hübner Barcelos, Eliane Cristine Francisco Maffezzolli, João Pedro Santos Rodrigues, Emerson Cabrera Paraiso

Erschienen in: Advances in Digital Marketing and eCommerce

Verlag: Springer International Publishing

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

search-config
loading …

Abstract

In this article, we present and test a model of drivers for video post popularity on YouTube. In this conceptual model, video characteristics such as linguistics style, subjectivity, emotion polarity and video category influence online video popularity on YouTube (i.e. the number of likes, dislikes, and comments). The results of the analysis of more than 11,000 videos from 150 digital influencers show that not all factors that help to boost the number of likes have a similar effect on the number of comments - or the number of dislikes. In summary, medium-length and long videos posted during non-business hours, using analytical/informative content and subjective language style, are more likely to receive likes and comments. Moreover, the use of negative or moderate emotion helps to promote a general interest in the video.

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!

Literatur
Zurück zum Zitat Aggrawal, N., Arora, A., Anand, A., Irshad, M.S.: View-count based modeling for YouTube videos and weighted criteria–based ranking. In: Advanced Mathematical Techniques in Engineering Sciences, pp. 149–160. CRC Press (2018) Aggrawal, N., Arora, A., Anand, A., Irshad, M.S.: View-count based modeling for YouTube videos and weighted criteria–based ranking. In: Advanced Mathematical Techniques in Engineering Sciences, pp. 149–160. CRC Press (2018)
Zurück zum Zitat Aleti, T., Pallant, J.I., Tuan, A., van Laer, T.: Tweeting with the stars: automated text analysis of the effect of celebrity social media communications on consumer word of mouth. J. Interact. Mark. 48, 17–32 (2019)CrossRef Aleti, T., Pallant, J.I., Tuan, A., van Laer, T.: Tweeting with the stars: automated text analysis of the effect of celebrity social media communications on consumer word of mouth. J. Interact. Mark. 48, 17–32 (2019)CrossRef
Zurück zum Zitat Arora, A., Bansal, S., Kandpal, C., Aswani, R., Dwivedi, Y.: Measuring social media influencer index-insights from Facebook, Twitter and Instagram. J. Retail. Consum. Serv. 49, 86–101 (2019)CrossRef Arora, A., Bansal, S., Kandpal, C., Aswani, R., Dwivedi, Y.: Measuring social media influencer index-insights from Facebook, Twitter and Instagram. J. Retail. Consum. Serv. 49, 86–101 (2019)CrossRef
Zurück zum Zitat Banerjee, S., Chua, A.Y.: Identifying the antecedents of posts’ popularity on Facebook Fan Pages. J. Brand Manag. 26, 1–13 (2019)CrossRef Banerjee, S., Chua, A.Y.: Identifying the antecedents of posts’ popularity on Facebook Fan Pages. J. Brand Manag. 26, 1–13 (2019)CrossRef
Zurück zum Zitat De Vries, L., Gensler, S., Leeflang, P.S.: Popularity of brand posts on brand fan pages: an investigation of the effects of social media marketing. J. Interact. Mark. 26, 83–91 (2012)CrossRef De Vries, L., Gensler, S., Leeflang, P.S.: Popularity of brand posts on brand fan pages: an investigation of the effects of social media marketing. J. Interact. Mark. 26, 83–91 (2012)CrossRef
Zurück zum Zitat Escalas, J.E., Bettman, J.R.: Using narratives and autobiographical memories to discern motives. The Why of Consumption: Perspectives on Consumer Motives, Goals, and Desires, pp. 237–258 (2000) Escalas, J.E., Bettman, J.R.: Using narratives and autobiographical memories to discern motives. The Why of Consumption: Perspectives on Consumer Motives, Goals, and Desires, pp. 237–258 (2000)
Zurück zum Zitat Ferchaud, A., Grzeslo, J., Orme, S., LaGroue, J.: Parasocial attributes and YouTube personalities: exploring content trends across the most subscribed YouTube channels. Comput. Hum. Behav. 80, 88–96 (2018)CrossRef Ferchaud, A., Grzeslo, J., Orme, S., LaGroue, J.: Parasocial attributes and YouTube personalities: exploring content trends across the most subscribed YouTube channels. Comput. Hum. Behav. 80, 88–96 (2018)CrossRef
Zurück zum Zitat Francalanci, C., Hussain, A.: Influence-based Twitter browsing with NavigTweet. Inf. Syst. 64, 119–131 (2017)CrossRef Francalanci, C., Hussain, A.: Influence-based Twitter browsing with NavigTweet. Inf. Syst. 64, 119–131 (2017)CrossRef
Zurück zum Zitat Hughes, C., Swaminathan, V., Brooks, G.: Driving brand engagement through online social influencers: an empirical investigation of sponsored blogging campaigns. J. Mark. 83(5), 78–96 (2019)CrossRef Hughes, C., Swaminathan, V., Brooks, G.: Driving brand engagement through online social influencers: an empirical investigation of sponsored blogging campaigns. J. Mark. 83(5), 78–96 (2019)CrossRef
Zurück zum Zitat Jordan, K.N., Sterling, J., Pennebaker, J.W., Boyd, R.L.: Examining long-term trends in politics and culture through language of political leaders and cultural institutions. Proc. Natl. Acad. Sci. 116(9), 3476–3481 (2019)CrossRef Jordan, K.N., Sterling, J., Pennebaker, J.W., Boyd, R.L.: Examining long-term trends in politics and culture through language of political leaders and cultural institutions. Proc. Natl. Acad. Sci. 116(9), 3476–3481 (2019)CrossRef
Zurück zum Zitat Liu, B.: Sentiment analysis and opinion mining. Synth. Lect. Hum. Lang. Technol. 5(1), 1–167 (2012)CrossRef Liu, B.: Sentiment analysis and opinion mining. Synth. Lect. Hum. Lang. Technol. 5(1), 1–167 (2012)CrossRef
Zurück zum Zitat Pennebaker, J.W., Boyd, R.L., Jordan, K., Blackburn, K.: The development and psychometric properties of LIWC 2015. University of Texas at Austin, Austin (2015) Pennebaker, J.W., Boyd, R.L., Jordan, K., Blackburn, K.: The development and psychometric properties of LIWC 2015. University of Texas at Austin, Austin (2015)
Zurück zum Zitat Sabate, F., Berbegal-Mirabent, J., Cañabate, A., Lebherz, P.R.: Factors influencing popularity of branded content in Facebook fan pages. Eur. Manag. J. 32(6), 1001–1011 (2014)CrossRef Sabate, F., Berbegal-Mirabent, J., Cañabate, A., Lebherz, P.R.: Factors influencing popularity of branded content in Facebook fan pages. Eur. Manag. J. 32(6), 1001–1011 (2014)CrossRef
Zurück zum Zitat Sokolova, K., Kefi, H.: Instagram and YouTube bloggers promote it, why should I buy? How credibility and parasocial interaction influence purchase intentions. J. Retail. Consum. Serv. 53(March) (2020) Sokolova, K., Kefi, H.: Instagram and YouTube bloggers promote it, why should I buy? How credibility and parasocial interaction influence purchase intentions. J. Retail. Consum. Serv. 53(March) (2020)
Zurück zum Zitat Tausczik, Y.R., Pennebaker, J.W.: The psychological meaning of words: LIWC and computerized text analysis methods. J. Lang. Soc. Psychol. 29(1), 24–54 (2010)CrossRef Tausczik, Y.R., Pennebaker, J.W.: The psychological meaning of words: LIWC and computerized text analysis methods. J. Lang. Soc. Psychol. 29(1), 24–54 (2010)CrossRef
Zurück zum Zitat Van Laer, T., Edson Escalas, J., Ludwig, S., van den Hende, E.: What happens in Vegas stays on TripAdvisor? A theory and technique to understand narrativity in consumer reviews. J. Consum. Res. 46, 267–285 (2018) Van Laer, T., Edson Escalas, J., Ludwig, S., van den Hende, E.: What happens in Vegas stays on TripAdvisor? A theory and technique to understand narrativity in consumer reviews. J. Consum. Res. 46, 267–285 (2018)
Zurück zum Zitat Xu, W.W., Zhang, C.: Sentiment, richness, authority, and relevance model of information sharing during social Crises. Comput. Hum. Behav. 89, 199–206 (2018)CrossRef Xu, W.W., Zhang, C.: Sentiment, richness, authority, and relevance model of information sharing during social Crises. Comput. Hum. Behav. 89, 199–206 (2018)CrossRef
Zurück zum Zitat Yew, J., Shamma, D.A.: Know your data: understanding implicit usage versus explicit action in video content classification. In: Multimedia on Mobile Devices 2011; and Multimedia Content Access: Algorithms and Systems, vol. 7881, p. 78811A, February 2011 Yew, J., Shamma, D.A.: Know your data: understanding implicit usage versus explicit action in video content classification. In: Multimedia on Mobile Devices 2011; and Multimedia Content Access: Algorithms and Systems, vol. 7881, p. 78811A, February 2011
Metadaten
Titel
The Drivers of Video Popularity on YouTube: An Empirical Investigation
verfasst von
Ana Cristina Munaro
Renato Hübner Barcelos
Eliane Cristine Francisco Maffezzolli
João Pedro Santos Rodrigues
Emerson Cabrera Paraiso
Copyright-Jahr
2020
DOI
https://doi.org/10.1007/978-3-030-47595-6_10