Skip to main content

2018 | OriginalPaper | Buchkapitel

Assessing Target Audiences of Digital Public Health Campaigns: A Computational Approach

verfasst von : Robert F. Chew, Annice Kim, Vivian Chen, Paul Ruddle, Antonio Morgan-Lopez

Erschienen in: Social, Cultural, and Behavioral Modeling

Verlag: Springer International Publishing

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

search-config
loading …

Abstract

As a larger proportion of society participates in social media, public health organizations are increasingly using digital campaigns to engage and educate their target audiences. Computational methods such as social network analysis and machine learning can provide social media campaigns with a rare opportunity to better understand their followers at scale. In this short paper, we demonstrate how such methods can help inform program evaluation through a case study of FDA’s The Real Cost anti-smoking Twitter campaign (@knowtherealcost). By mining publicly available Twitter data, campaigns can identify and understand key communities to help maximize reach of campaign messages to their target audiences.

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
1.
Zurück zum Zitat Duke, J.C., Alexander, T.N., Zhao, X., Delahanty, J.C., Allen, J.A., MacMonegle, A.J., Farrelly, M.C.: Youth’s awareness of and reactions to the real cost national tobacco public education campaign. PLoS ONE 10(12), e0144827 (2015)CrossRef Duke, J.C., Alexander, T.N., Zhao, X., Delahanty, J.C., Allen, J.A., MacMonegle, A.J., Farrelly, M.C.: Youth’s awareness of and reactions to the real cost national tobacco public education campaign. PLoS ONE 10(12), e0144827 (2015)CrossRef
3.
Zurück zum Zitat Huang, L.L., Lazard, A.J., Pepper, J.K., Noar, S.M., Ranney, L.M., Goldstein, A.O.: Impact of the real cost campaign on adolescents’ recall, attitudes, and risk perceptions about tobacco use: a national study. Int. J. Environ. Res. Public Health 14(1), 42 (2017)CrossRef Huang, L.L., Lazard, A.J., Pepper, J.K., Noar, S.M., Ranney, L.M., Goldstein, A.O.: Impact of the real cost campaign on adolescents’ recall, attitudes, and risk perceptions about tobacco use: a national study. Int. J. Environ. Res. Public Health 14(1), 42 (2017)CrossRef
4.
Zurück zum Zitat Farrelly, M.C.: Association between the real cost media campaign and smoking initiation among youths—United States, 2014–2016. MMWR Morb. Mortal. Wkly Rep. 66, 47–50 (2017)CrossRef Farrelly, M.C.: Association between the real cost media campaign and smoking initiation among youths—United States, 2014–2016. MMWR Morb. Mortal. Wkly Rep. 66, 47–50 (2017)CrossRef
5.
Zurück zum Zitat Zhao, X., et al.: Youth receptivity to FDA’s the real cost tobacco prevention campaign: evidence from message pretesting. J. Health Commun. 21(11), 1153–1160 (2016)CrossRef Zhao, X., et al.: Youth receptivity to FDA’s the real cost tobacco prevention campaign: evidence from message pretesting. J. Health Commun. 21(11), 1153–1160 (2016)CrossRef
6.
Zurück zum Zitat Lenhart, A., Duggan, M., Perrin, A., Stepler, R., Rainie, H., Parker, K.: Teens, social media & technology overview 2015, pp. 04–09. Pew Research Center [Internet & American Life Project] (2015) Lenhart, A., Duggan, M., Perrin, A., Stepler, R., Rainie, H., Parker, K.: Teens, social media & technology overview 2015, pp. 04–09. Pew Research Center [Internet & American Life Project] (2015)
7.
Zurück zum Zitat Cobb, N.K., Graham, A.L., Byron, M.J., Niaura, R.S., Abrams, D.B., Participants, W.: Online social networks and smoking cessation: a scientific research agenda. J. Med. Internet Res. 13(4), e119 (2011)CrossRef Cobb, N.K., Graham, A.L., Byron, M.J., Niaura, R.S., Abrams, D.B., Participants, W.: Online social networks and smoking cessation: a scientific research agenda. J. Med. Internet Res. 13(4), e119 (2011)CrossRef
14.
Zurück zum Zitat Newman, M.: Clustering and preferential attachment in growing networks. Phys. Rev. E 64, 025102 (2001)CrossRef Newman, M.: Clustering and preferential attachment in growing networks. Phys. Rev. E 64, 025102 (2001)CrossRef
15.
Zurück zum Zitat Boyd, D.: It’s Complicated: The Social Lives of Networked Teens. Yale University Press, New Haven (2014) Boyd, D.: It’s Complicated: The Social Lives of Networked Teens. Yale University Press, New Haven (2014)
Metadaten
Titel
Assessing Target Audiences of Digital Public Health Campaigns: A Computational Approach
verfasst von
Robert F. Chew
Annice Kim
Vivian Chen
Paul Ruddle
Antonio Morgan-Lopez
Copyright-Jahr
2018
DOI
https://doi.org/10.1007/978-3-319-93372-6_32