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SpeakingSpeaking andand being heardbeing heard::
how advocacy organizationS gainhow advocacy organizationS gain
attention in the Social media worldattention in the Social media world
Chao Guo
University of
Pennsylvania
Gregory D. Saxton
University at Buffalo
May 30, 2014
Causal Framework
Data and Method
 Our sample comprises 145 “Civil Rights
and Advocacy” organizations rated by
Charity Navigator in 2011.
 We test our hypotheses with a 12-month
panel dataset—this organization-month
level dataset collapses by month and
organization the 219,915 tweets that were
sent by the 145 organizations over the
entire 12 months of 2013.
# of Tweets sent each month by the AARP Foundation
Findings:
Who Gets Attention?
 Size of the network matters
 The average number of followers for the 250 tweets with no retweets:
5,160
 The average number of followers for the 250 tweets with the most
retweets: 63,279
 A small # of followers (then the amount you tweet does not matter)
 Citizens Commission on Human Rights (CCHR)
 <900 followers, 4 friends, 0 retweets.
Findings (cont’d):
Who Gets Attention?
 Volume (or frequency) of speech matters
 Speaking – Show your presence.
 A lot of LGBT messages, e.g., gay marriage, GLAAD, The
Trevor Project, etc.
Findings (cont’d):
Who Gets Attention?
 Targeting & connecting strategy matters:
 Targeting
 Public Reply Messages
 e.g., “@joeymygod Thanks for the RT!”
 Connecting – build alliances.
 Retweeting other people’s messages.
 Hashtags (#anser2014) – connecting to topics
 URLs (hyperlinks)
 User mentions
Findings (cont’d):
Who Gets Attention?
 Visual content matters:
 Photos
 Link to photos
 Link to videos
Expected Number of Retweets Received at Various Levels of Tweeting,
Retweeting, and Tagging Activity

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Speaking and being heard: How nonprofit advocacy organizations gain attention in the social media world

  • 1. SpeakingSpeaking andand being heardbeing heard:: how advocacy organizationS gainhow advocacy organizationS gain attention in the Social media worldattention in the Social media world Chao Guo University of Pennsylvania Gregory D. Saxton University at Buffalo May 30, 2014
  • 3. Data and Method  Our sample comprises 145 “Civil Rights and Advocacy” organizations rated by Charity Navigator in 2011.  We test our hypotheses with a 12-month panel dataset—this organization-month level dataset collapses by month and organization the 219,915 tweets that were sent by the 145 organizations over the entire 12 months of 2013.
  • 4. # of Tweets sent each month by the AARP Foundation
  • 5. Findings: Who Gets Attention?  Size of the network matters  The average number of followers for the 250 tweets with no retweets: 5,160  The average number of followers for the 250 tweets with the most retweets: 63,279  A small # of followers (then the amount you tweet does not matter)  Citizens Commission on Human Rights (CCHR)  <900 followers, 4 friends, 0 retweets.
  • 6. Findings (cont’d): Who Gets Attention?  Volume (or frequency) of speech matters  Speaking – Show your presence.  A lot of LGBT messages, e.g., gay marriage, GLAAD, The Trevor Project, etc.
  • 7. Findings (cont’d): Who Gets Attention?  Targeting & connecting strategy matters:  Targeting  Public Reply Messages  e.g., “@joeymygod Thanks for the RT!”  Connecting – build alliances.  Retweeting other people’s messages.  Hashtags (#anser2014) – connecting to topics  URLs (hyperlinks)  User mentions
  • 8. Findings (cont’d): Who Gets Attention?  Visual content matters:  Photos  Link to photos  Link to videos
  • 9. Expected Number of Retweets Received at Various Levels of Tweeting, Retweeting, and Tagging Activity

Notas do Editor

  1. In other words, how can nonprofits rise above the swamp of information through creativity and ingenuity, and how can they turn that attention into action?
  2. We know nonprofit organizations are using social media to engage in advocacy work. But we don’t know how they are doing it.
  3. Hypotheses – Network Characteristics H1: The level of attention an organization receives will be positively associated with the number of followers the organization has. Hypotheses – Communication Strategy Timing and Pacing. H2: The level of attention an organization receives will be positively associated with the number of tweets sent by the organization. Targeting and Connecting Strategy. H3: The level of attention an organization receives will be positively associated with the number of public reply messages sent by the organization. H4a: The level of attention an organization receives will be positively associated with the number of the organization’s tweets that are retweets of other users’ tweets. H4b: …with the number of hashtags. H4c: …with the number of URLs H4d: …with the number of user mentions Visual Content H5a,b,c: inclusion of photo; photo link; video link
  4. Charity Navigator, America&amp;apos;s leading independent charity evaluator, works to advance a more efficient and responsive philanthropic marketplace by evaluating the Financial Health and Accountability and Transparency of 6,000 of America&amp;apos;s largest charities.   To be eligible for evaluation, an organization must be 501(c)(3), have at least four consecutive years of IRS Forms 990 available, and receive public support greater than $500,000 and total revenue more than $1,000,000 in the most recent fiscal year. Excluded are charities that report zero fundraising costs or that receive most of their funding from government grants or fees for services. DATA AND METHOD Three sets of analyses Ordinary OLS One-way fixed-effects Two-way fixed-effects
  5. There seems to be a magic number: 200?
  6. There seems to be a magic number: 200?
  7. A small # of followers appears to seriously hamper an organization&amp;apos;s ability to garner attention, no matter the content of the tweet. The Citizens Commission on Human Rights (CCHR) is a Scientology front group which campaigns against psychiatry and psychiatrists. CCHR follows the Scientology doctrine that psychiatrists (&amp;apos;psychs&amp;apos;) are the primary cause of evil in society. CCHR also blames psychiatry for school shootings, the 9/11 attacks on America, the German Holocaust, the Japanese attack on Pearl Harbor, etc. Public Reply Messages (aka Direct Messages, @ messages) are not good at drawing attention. However, Direct messages do serve other purposes -- esp. dialogue and responsiveness). After your relationship with these users grow over time, every once in a while you can ask them to retweet some of my tweets. And because they have a ton of followers, that tweet also gets retweeted a handful of times.
  8. This goes beyond just &amp;apos;celebrity fishing&amp;apos; within discrete messages. There appear to be other generalizable actions taken to link the organization&amp;apos;s message to broader networks (with celebrity mentions, celebrity RTs, hashtags, etc.) Dianna Agron ‏@DiannaAgron has nearly 15 million followers. Ellen DeGeneres ‏@TheEllenShow has over 16 million followers. Obama has over 27 million followers.
  9. This goes beyond just &amp;apos;celebrity fishing&amp;apos; within discrete messages. There appear to be other generalizable actions taken to link the organization&amp;apos;s message to broader networks (with celebrity mentions, celebrity RTs, hashtags, etc.) Dianna Agron ‏@DiannaAgron has nearly 15 million followers. Ellen DeGeneres ‏@TheEllenShow has over 16 million followers. Obama has over 27 million followers.
  10. indirect advocacy tactics (e.g., public education, grassroots lobbying)