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Erschienen in: Social Network Analysis and Mining 1/2018

01.12.2018 | Original Article

Exploring visual impairment awareness campaigns on Twitter

verfasst von: Majed Al Zayer, Mehmet Hadi Gunes

Erschienen in: Social Network Analysis and Mining | Ausgabe 1/2018

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Abstract

Losing the gift of vision has been affecting people’s lives on many fronts. People with visual impairments are susceptible to social isolation due to the lack of public awareness about their needs and abilities. Such lack of awareness also impacts the opportunities available to the visually impaired to be productive members of their society. Global, national, and civil organizations have conducted several annual campaigns to educate the public about the abilities and potential of the visually impaired, raise awareness about the preventable causes of visual impairments, and engage the public in the contemporary efforts to fight preventable blindness. In particular, Twitter is one of the most effective information dissemination platforms in our age, and it has been actively used in such awareness campaigns. In this paper, we aim to analyze the use of Twitter in the impairment awareness campaigns. We organize our analysis in terms of five key concerns: (1) the characteristics of active users during the event, (2) the major players in information dissemination, (3) the tweets’ common topics (4) the reachability of the information, and (5) the temporal tweeting behavior. We report the results of our analysis along with the design of an effective communication strategy of a campaign.

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Fußnoten
1
Also known as the Blind Americans Equality Day.
 
Literatur
Zurück zum Zitat Al Zayer M, Gunes MH (2017) Analyzing the use of twitter to disseminate visual impairments awareness information. In: Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining. ASONAM ’17, ACM, New York, pp 187–194. https://doi.org/10.1145/3110025.3110137 Al Zayer M, Gunes MH (2017) Analyzing the use of twitter to disseminate visual impairments awareness information. In: Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining. ASONAM ’17, ACM, New York, pp 187–194. https://​doi.​org/​10.​1145/​3110025.​3110137
Zurück zum Zitat Barabási A, Bonabeau E (2003) Scale-free networks. Sci Am 288(5):60–69CrossRef Barabási A, Bonabeau E (2003) Scale-free networks. Sci Am 288(5):60–69CrossRef
Zurück zum Zitat Blei DM, Ng AY, Jordan MI (2003) Latent dirichlet allocation. J Mach Learn Res 3(Jan):993–1022 Blei DM, Ng AY, Jordan MI (2003) Latent dirichlet allocation. J Mach Learn Res 3(Jan):993–1022
Zurück zum Zitat Blondel VD, Guillaume JL, Lambiotte R, Lefebvre E (2008) Fast unfolding of communities in large networks. J Stat Mech Theory Exp 2008(10):P10,008 Blondel VD, Guillaume JL, Lambiotte R, Lefebvre E (2008) Fast unfolding of communities in large networks. J Stat Mech Theory Exp 2008(10):P10,008
Zurück zum Zitat Borondo J, Morales A, Losada JC, Benito RM (2012) Characterizing and modeling an electoral campaign in the context of twitter: 2011 spanish presidential election as a case study. Chaos 22(2):023138 Borondo J, Morales A, Losada JC, Benito RM (2012) Characterizing and modeling an electoral campaign in the context of twitter: 2011 spanish presidential election as a case study. Chaos 22(2):023138
Zurück zum Zitat Bravo CA, Hoffman-Goetz L (2015) Tweeting about prostate and testicular cancers: what are individuals saying in their discussions about the 2013 movember canada campaign? J Cancer Educ:1–8 Bravo CA, Hoffman-Goetz L (2015) Tweeting about prostate and testicular cancers: what are individuals saying in their discussions about the 2013 movember canada campaign? J Cancer Educ:1–8
Zurück zum Zitat Chung JE (2016) A smoking cessation campaign on twitter: understanding the use of twitter and identifying major players in a health campaign. J Health Commun 21(5):517–526CrossRef Chung JE (2016) A smoking cessation campaign on twitter: understanding the use of twitter and identifying major players in a health campaign. J Health Commun 21(5):517–526CrossRef
Zurück zum Zitat Dyar OJ, Castro-Sánchez E, Holmes AH (2014) What makes people talk about antibiotics on social media? a retrospective analysis of twitter use. J Antimicrob Chemother 69(9):2568–2572CrossRef Dyar OJ, Castro-Sánchez E, Holmes AH (2014) What makes people talk about antibiotics on social media? a retrospective analysis of twitter use. J Antimicrob Chemother 69(9):2568–2572CrossRef
Zurück zum Zitat Freeman LC (1977) A set of measures of centrality based on betweenness. Sociometry, pp 35–41 Freeman LC (1977) A set of measures of centrality based on betweenness. Sociometry, pp 35–41
Zurück zum Zitat Fussell Sisco H, McCorkindale T (2013) Communicating pink : an analysis of the communication strategies, transparency, and credibility of breast cancer social media sites. Int J Nonprofit Volunt Sector Mark 18(4):287–301CrossRef Fussell Sisco H, McCorkindale T (2013) Communicating pink : an analysis of the communication strategies, transparency, and credibility of breast cancer social media sites. Int J Nonprofit Volunt Sector Mark 18(4):287–301CrossRef
Zurück zum Zitat Harris JK (2013) Local health department use of twitter to disseminate diabetes information, united states. Preventing chronic disease 10 Harris JK (2013) Local health department use of twitter to disseminate diabetes information, united states. Preventing chronic disease 10
Zurück zum Zitat Howard PN, Duffy A, Freelon D, Hussain MM, Mari W, Maziad M (2011) Opening closed regimes: what was the role of social media during the arab spring? Available at SSRN 2595096 Howard PN, Duffy A, Freelon D, Hussain MM, Mari W, Maziad M (2011) Opening closed regimes: what was the role of social media during the arab spring? Available at SSRN 2595096
Zurück zum Zitat Hutter K, Hautz J, Dennhardt S, Füller J (2013) The impact of user interactions in social media on brand awareness and purchase intention: the case of mini on facebook. J Prod Brand Manag 22(5/6):342–351CrossRef Hutter K, Hautz J, Dennhardt S, Füller J (2013) The impact of user interactions in social media on brand awareness and purchase intention: the case of mini on facebook. J Prod Brand Manag 22(5/6):342–351CrossRef
Zurück zum Zitat Kempe D, Kleinberg J, Tardos É (2003) Maximizing the spread of influence through a social network. In: Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining. ACM, New York, pp 137–146 Kempe D, Kleinberg J, Tardos É (2003) Maximizing the spread of influence through a social network. In: Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining. ACM, New York, pp 137–146
Zurück zum Zitat Kleinberg JM (1999) Hubs, authorities, and communities. ACM Comput surv (CSUR) 31(4es):5 Kleinberg JM (1999) Hubs, authorities, and communities. ACM Comput surv (CSUR) 31(4es):5
Zurück zum Zitat Kruskal WH, Wallis WA (1952) Use of ranks in one-criterion variance analysis. J Am Stat Assoc 47(260):583–621CrossRef Kruskal WH, Wallis WA (1952) Use of ranks in one-criterion variance analysis. J Am Stat Assoc 47(260):583–621CrossRef
Zurück zum Zitat Lapointe L, Ramaprasad J, Vedel I (2014) Creating health awareness: a social media enabled collaboration. Health Technol 4(1):43–57CrossRef Lapointe L, Ramaprasad J, Vedel I (2014) Creating health awareness: a social media enabled collaboration. Health Technol 4(1):43–57CrossRef
Zurück zum Zitat McClellan C, Ali MM, Mutter R, Kroutil L, Landwehr J (2016) Using social media to monitor mental health discussions- evidence from twitter. J Am Med Inf Assoc:ocw133 McClellan C, Ali MM, Mutter R, Kroutil L, Landwehr J (2016) Using social media to monitor mental health discussions- evidence from twitter. J Am Med Inf Assoc:ocw133
Zurück zum Zitat Nah S, Saxton GD (2012) Modeling the adoption and use of social media by nonprofit organizations. New Media & Society, pp 1461444812452411 Nah S, Saxton GD (2012) Modeling the adoption and use of social media by nonprofit organizations. New Media & Society, pp 1461444812452411
Zurück zum Zitat Neiger BL, Thackeray R, Van Wagenen SA, Hanson CL, West JH, Barnes MD, Fagen MC (2012) Use of social media in health promotion purposes, key performance indicators, and evaluation metrics. Health Promot pract 13(2):159–164CrossRef Neiger BL, Thackeray R, Van Wagenen SA, Hanson CL, West JH, Barnes MD, Fagen MC (2012) Use of social media in health promotion purposes, key performance indicators, and evaluation metrics. Health Promot pract 13(2):159–164CrossRef
Zurück zum Zitat Nooralahzadeh F, Arunachalam V, Chiru CG (2013) 2012 presidential elections on twitter–an analysis of how the us and french election were reflected in tweets. In: 2013 19th International Conference on Control Systems and Computer Science. IEEE, pp 240–246 Nooralahzadeh F, Arunachalam V, Chiru CG (2013) 2012 presidential elections on twitter–an analysis of how the us and french election were reflected in tweets. In: 2013 19th International Conference on Control Systems and Computer Science. IEEE, pp 240–246
Zurück zum Zitat Pearson K (1900) X. on the criterion that a given system of deviations from the probable in the case of a correlated system of variables is such that it can be reasonably supposed to have arisen from random sampling. Lond Edinb Dublin Philos Mag J Sci 50(302):157–175 Pearson K (1900) X. on the criterion that a given system of deviations from the probable in the case of a correlated system of variables is such that it can be reasonably supposed to have arisen from random sampling. Lond Edinb Dublin Philos Mag J Sci 50(302):157–175
Zurück zum Zitat Reavley NJ, Pilkington PD (2014) Use of twitter to monitor attitudes toward depression and schizophrenia: an exploratory study. PeerJ 2:e647CrossRef Reavley NJ, Pilkington PD (2014) Use of twitter to monitor attitudes toward depression and schizophrenia: an exploratory study. PeerJ 2:e647CrossRef
Zurück zum Zitat Scanfeld D, Scanfeld V, Larson EL (2010) Dissemination of health information through social networks: Twitter and antibiotics. Am J Infect Control 38(3):182–188CrossRef Scanfeld D, Scanfeld V, Larson EL (2010) Dissemination of health information through social networks: Twitter and antibiotics. Am J Infect Control 38(3):182–188CrossRef
Zurück zum Zitat Starbird K, Maddock J, Orand M, Achterman P, Mason RM (2014) Rumors, false flags, and digital vigilantes: Misinformation on twitter after the 2013 boston marathon bombing. iConference 2014 Proceedings Starbird K, Maddock J, Orand M, Achterman P, Mason RM (2014) Rumors, false flags, and digital vigilantes: Misinformation on twitter after the 2013 boston marathon bombing. iConference 2014 Proceedings
Zurück zum Zitat Thackeray R, Burton SH, Giraud-Carrier C, Rollins S, Draper CR (2013) Using twitter for breast cancer prevention: an analysis of breast cancer awareness month. BMC Cancer 13(1):1CrossRef Thackeray R, Burton SH, Giraud-Carrier C, Rollins S, Draper CR (2013) Using twitter for breast cancer prevention: an analysis of breast cancer awareness month. BMC Cancer 13(1):1CrossRef
Zurück zum Zitat Tobias E (2011) Using twitter and other social media platforms to provide situational awareness during an incident. J Bus Cont Emerg Plan 5(3):208–223 Tobias E (2011) Using twitter and other social media platforms to provide situational awareness during an incident. J Bus Cont Emerg Plan 5(3):208–223
Zurück zum Zitat Vance K, Howe W, Dellavalle RP (2009) Social internet sites as a source of public health information. Dermatol Clin 27(2):133–136CrossRef Vance K, Howe W, Dellavalle RP (2009) Social internet sites as a source of public health information. Dermatol Clin 27(2):133–136CrossRef
Zurück zum Zitat Verma R, Khanna P, Prinja S, Rajput M, Arora V (2011) The national programme for control of blindness in india. Australas Med J 4(1):1 Verma R, Khanna P, Prinja S, Rajput M, Arora V (2011) The national programme for control of blindness in india. Australas Med J 4(1):1
Zurück zum Zitat Vieweg S, Hughes AL, Starbird K, Palen L (2010) Microblogging during two natural hazards events: what twitter may contribute to situational awareness. In: Proceedings of the SIGCHI conference on human factors in computing systems. ACM, New York, pp 1079–1088 Vieweg S, Hughes AL, Starbird K, Palen L (2010) Microblogging during two natural hazards events: what twitter may contribute to situational awareness. In: Proceedings of the SIGCHI conference on human factors in computing systems. ACM, New York, pp 1079–1088
Zurück zum Zitat Wilcox R (2005) Kolmogorov–smirnov test. Encyclopedia of biostatistics Wilcox R (2005) Kolmogorov–smirnov test. Encyclopedia of biostatistics
Zurück zum Zitat Wilcoxon F, Wilcox RA (1964) Some rapid approximate statistical procedures. Lederle Laboratories Wilcoxon F, Wilcox RA (1964) Some rapid approximate statistical procedures. Lederle Laboratories
Metadaten
Titel
Exploring visual impairment awareness campaigns on Twitter
verfasst von
Majed Al Zayer
Mehmet Hadi Gunes
Publikationsdatum
01.12.2018
Verlag
Springer Vienna
Erschienen in
Social Network Analysis and Mining / Ausgabe 1/2018
Print ISSN: 1869-5450
Elektronische ISSN: 1869-5469
DOI
https://doi.org/10.1007/s13278-018-0515-0

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