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THE ROLE OF HUMAN RELATIONSHIP
IN MOVING PEOPLE TO ACTION:
THE MESSENGER AND THE MEDIUM MATTER
BEHAVIORAL SCIENCE CONFIRMS ORGANIZER INSTINCT
Authors:
Kate Catherall, Anastasia Gentilcore, Santiago Martinez | 270 Strategies
knightfoundation.org | @knightfdn | 2 / 29
ABOUT 270 STRATEGIES
WHO WE ARE AND WHAT WE DO
knightfoundation.org | @knightfdn | 3 / 29
270 STRATEGIES SEEKS TO CREATE A WORLD
IN WHICH PEOPLE ARE FULLY ENGAGED
IN SHAPING THEIR CIVIC, POLITICAL AND
CONSUMER LIVES.
At 270 Strategies, we believe that engaged communities are healthy
communities. We work with campaigns, causes and organizations to
engage people and move them to action.
We specialize in building people-focused, data-driven, digitally
sophisticated engagement efforts that meet people where they are.
knightfoundation.org | @knightfdn | 4 / 29
ACKNOWLEDGEMENTS
We are tremendously grateful to the John S. and James L. Knight
Foundation for commissioning this research and to SPUR for partnering
with us on the execution of our experiment. Thank you!
We would also like to acknowledge the following thought partners
who allowed us to interview them and glean important insights into
their work in civic engagement and research methodology during our
literature review and discovery process.
• Ted Robertson and Josh Wright, Ideas 42
• Regina Schwartz, City of New York
• David Nickerson, Temple University
• Dan A. Lewis, Northwestern University
• Hahrie Han, University of California, Santa Barbara
• Arden Rowell, University of Illinois College of Law
• Grace Turke-Martinez, AFL-CIO
Finally, we would like to thank Hustle for allowing us to freely use its
application to conduct this test.
knightfoundation.org | @knightfdn | 5 / 29
IN THIS REPORT...
• WHY THIS EXPERIMENT?			 PG. 6
• EXPERIMENT DESIGN				 PG. 8
• THE RESULTS								PG. 16
• WHAT WE LEARNED					 PG. 21
• REFERENCES								PG. 25
knightfoundation.org | @knightfdn | 6 / 29
WHY THIS EXPERIMENT?
knightfoundation.org | @knightfdn | 7 / 29
WHY THIS, AND WHY NOW?
“The health of a democratic society may be measured by the quality of
functions performed by private citizens.” – Alexis de Tocqueville
At 270 Strategies, we seek to create a world in which people are fully
engaged in shaping their civic, political and consumer lives. We believe that
engaged communities are healthy communities. As engagement specialists
and campaign strategists, we draw from a large body of research on voter
behavior. Political scientists and practitioners have uncovered a number of
behavioral principles that nudge voters to the polls – from applying social
pressure (Gerber et. al, 2008) to plan making (Nickerson and Rogers, 2010)
to appealing to identity (Bryan et. al, 2011) and more.
However, less is known about what drives people to go beyond voting and
engage as activists and volunteers. What motivates people to participate
actively in their city or neighborhood? How can civic organizations more
effectively engage people to attend meetings and engage in dialogue?
As organizers, we believe that a personal relationship is the most important
ingredient in moving others to action in the civic space. With the support of
the John S. and James L. Knight Foundation, we designed an experiment to
explore our hunch.
knightfoundation.org | @knightfdn | 8 / 29
EXPERIMENT DESIGN
knightfoundation.org | @knightfdn | 9 / 29
RESEARCH QUESTIONS
HYPOTHESIS
What role do messenger identity and personalization play in engaging
people and moving them to take action in the civic context?
Does a request from a real person on behalf of a civic organization more
effectively move people to engage and take an action than one made by
the organization?
We hypothesized that individuals who are contacted by a real
person would be more engaged and more likely to take action than
those who are contacted by an organization and asked to take the
same action. We theorized communication that feels warmer and
connotes a person-to-person relationship (as opposed to a person-to-
organization relationship) would be more effective.
knightfoundation.org | @knightfdn | 10 / 29
AUDIENCE
To execute the experiment, our team partnered with SPUR, a member-
supported nonprofit organization in the San Francisco Bay area that
promotes good planning and good governance through research,
education and advocacy. Our total sample universe totaled 2,405 SPUR
members in San Francisco, Oakland and San Jose. Within that sample,
we randomly assigned 50 percent to treatment group A, and
50 percent to treatment group B.
knightfoundation.org | @knightfdn | 11 / 29
CONTACT METHOD
All subjects – regardless of treatment group – were contacted with an
invitation to attend a SPUR lunchtime forum to take place in their city.
The contact consisted of:
• An email inviting them to attend a lunchtime forum
(sent in the afternoon seven days before the event)
• A text message invitation to the lunchtime forum
(sent in the afternoon five days before the event; not sent to those who
had RSVP’d “No” to the email)
• A confirmation text message
(sent the day before the event)
knightfoundation.org | @knightfdn | 12 / 29
TREATMENT A
(SIGNED BY “NOAH”)
TREATMENT B
(SIGNED BY “SPUR”)
The email and text messages that treatment group A received contained
the same information and were sent at the same time as those received
by treatment group B. However, all of the communications to treatment
group A were signed by “Noah,” the SPUR program director. This means
that the email and text messages were written in the singular form of first
person. The emails sent to treatment group A also contained a paragraph of
personal narrative and some personal injections (Ex: “It would be truly great
to have you there!”) from Noah.
Those assigned to treatment group B received communications that contain
the same information as treatment group A but were signed by “The SPUR
Team.” These communications did not identify real people on the SPUR team,
and did contain any personal narrative.
knightfoundation.org | @knightfdn | 13 / 29
TREATMENT A
(SIGNED BY “NOAH”)
knightfoundation.org | @knightfdn | 14 / 29
TREATMENT B
(SIGNED BY “SPUR”)
knightfoundation.org | @knightfdn | 15 / 29
TREATMENT B
(SIGNED BY “SPUR”)
TREATMENT A
(SIGNED BY “NOAH”)
Hey! It’s Noah from SPUR.
Are you able to join us for our
lunchtime forum,
“Community-Based Planning
101?” It’s next Thurs, May 5 @
12:30pm. [Address] Text me
back if you can make it!
SPUR is hosting a lunchtime
forum, “Community-Based
Planning 101” next Thurs, May
5 @ 12:30pm. [Address]
Respond to this text to let us
know if you can make it!
Hey! It’s Noah from SPUR.
Are you able to join us for our
lunchtime forum,
“Community-Based Planning
101?” It’s next Thurs, May 5 @
12:30pm. [Address] Text me
back if you can make it!
SPUR is hosting a lunchtime
forum, “Community-Based
Planning 101” next Thurs, May
5 @ 12:30pm. [Address]
Respond to this text to let us
know if you can make it!
knightfoundation.org | @knightfdn | 16 / 29
THE RESULTS
knightfoundation.org | @knightfdn | 17 / 29
EMAIL
Both treatment groups included a
combined 2,405 people with email
addresses and cellphone numbers.
The email invite was the first step in the
event invitation process. In this step, we
see slightly more RSVP signups from
email group B. Overall, there were 90
“Yes” RSVPs collected via online sign-up
forms.
Only 42 of them were able to be
matched to our files. The matching
challenge could be for a number of
reasons: It could be that people signed
up with a different email address,
multiple people signed up under a single
account in a household, or people may
have forwarded their email invite to
people not in our treatment groups.
GROUP A
Emails Sent
Email RSVPs
GROUP B
1,1931,212
15 27
knightfoundation.org | @knightfdn | 18 / 29
TEXT
After responses of “No” were scrubbed from
the list, all available mobile numbers received
an invitation message corresponding to
treatment group.
After two rounds of text messages were sent,
the group A messages had 32 more RSVPs
than group B.
Additionally, we saw a dramatically higher
number of positive responses to the group
A message even when recipients were not
able to attend the event (more than 3.5 times
the number of recipients who responded to
treatment B).
Group A received 573 replies versus 158
replies in group B suggesting that recipients
were not only more interested in the event
but felt more compelled to respond to a real
person sending them a message.
GROUP A
Emails Sent
In addition to some people being removed for declining the initial event invite,
some people were scrubbed for non-working mobile numbers or landlines
that were mislabeled as mobile numbers.
Email RSVPs
Text
interactions
GROUP B
1,1931,212
15 27
573 158
knightfoundation.org | @knightfdn | 19 / 29
OVERALL
There were 174 total attendees at the three
events held for this experiment. We were able
to match 61 to either group A or group B.
When email and text message are combined,
we received 111 total RSVPs.
Seventeen people responded affirmatively to
both the email and text message RSVP. The
attendance rate for both groups of RSVPs was
55 percent.
In terms of raw numbers, group A had a
larger share of both overall RSVPs and event
attendees that were matched to the treatment
groups.
GROUP A
All RSVPs
All Attendees
GROUP B
67 44
37 24
knightfoundation.org | @knightfdn | 20 / 29
STATISTICALLY
SPEAKING
With an assumed action rate* of 5%, treatment group A has a detected effect of 3.15%, while treatment group B has a detected effect of 2.05% at a
95% confidence interval.
*Action rate = the percent age of people from the control group who are expected to act in the desired fashion (turn out to the meeting) without the intervention.
Note: At an assumed treatment effect of 5%, we would hope to see a minimum detectable effect of at least 2.24% based on the Intention to Treat. We detected
an effect of 3.15% for group A and 2.05% for group B. This means that our findings were significant for group A and just under the minimum detectable effect for
group B to be statistically significant at the 95% confidence interval. Given anecdotal data on historic turnout to SPUR forums, we feel confident using a 5% action
rate as a starting place for our analysis.
knightfoundation.org | @knightfdn | 21 / 29
WHAT WE LEARNED
knightfoundation.org | @knightfdn | 22 / 29
TWO LESSONS FOR CIVIC
INNOVATORS
PUTTING FINDINGS INTO PRACTICE
knightfoundation.org | @knightfdn | 23 / 29
1. MEET PEOPLE
WHERE THEY ARE
Our experiment showed that while people who received text messages from a real person
(“Noah”) were more likely to engage and turn out to the meeting (by 3.15 percent), simply
receiving a text message invitation increased their likelihood of turning out (by 2.05 percent).
There are many possible reasons for this, but two stand out to us:
1 ) Text messages have open rates as high as 99 percent; a message received via text is more
likely to be seen than a message sent over email or over the phone (for comparison, our
experience on campaigns tells us that phone conversation rates tend to hover between
approximately 10–20 percent on weekday evenings; the vast majority of people do not pick
up calls from unknown numbers).
2 ) Text messages are becoming a more prevalent form of communicating among friends and
family. A text message may therefore feel more personal than an email or phone call, even if
it is not associated with a specific person. Because of the barriers presented by opt-in laws
for mass texting, SMS has not been used as frequently for impersonal, marketing purposes.
As the way we receive and communicate information changes, so does our behavior. Civic
innovators will have to keep up with evolving trends. For now, that means using text messages
to supplement traditional communication methods. It all comes back to the idea of meeting
people where they are.
knightfoundation.org | @knightfdn | 24 / 29
2. THE PERSONAL IDENTITY OF
THE MESSENGER MATTERS
The experiment confirmed our organizer hypothesis: People were more
likely to engage (respond) and turn out to the meeting when they heard
directly from “Noah.”
Our underlying theory here is that humans are relational creatures;
we want to connect with others, we feel responsibility and kinship with
those with whom we share some form of in-group identity, and we
feel accountable to other humans in a way we do not necessarily feel
accountable to institutions or even our own intentions.
As organizers and practitioners, we believe this test begins to confirm
a long-held belief of ours: If civic organizations want to effectively
engage and activate their membership, they must be intentional about
scaling personal relationships in even the micro-interactions. Choosing
a messenger who resonates with your audience should be at the top
of any civic innovator’s communications checklist, and we suspect that
personalizing and humanizing communications is only the tip of the iceberg.
knightfoundation.org | @knightfdn | 25 / 29
REFERENCES
knightfoundation.org | @knightfdn | 26 / 29
REFERENCES
Altman, Morris. 2012.
“Implications of behavioral economics for financial literacy and public policy.” Journal of Socio-Economics 41(5):
677-690.
Amna, Erik. 2012.
“How is civic engagement developed over time? Emerging answers from an interdisciplinary field.” Journal of
Adolescence 35(3): 611-627.
Beyerlein, Kraig and Stephen Vaisey. 2013.
“Individualism revisited: Moral worldviews and civic engagement.” Poetics 41(4): 384-406.
Bowler, Shaun, and Todd Donovan. 2013.
“Civic duty and turnout in the UK referendum on AV: What shapes the duty to vote?” Electoral Studies 32(2): 265-
273.
Bryan, Christopher J., Gregory M. Walton, Todd Rogers,  Carol S. Dweck. 2011.
“Motivating turnout by invoking the self.” Proceedings of the National Academy of Sciences, 108 (31): 12653–12656.
Checkoway, Barry and Adriana Aldana. 2012.
“Four forms of youth civic engagement for diverse democracy.” Children and Youth Services Review 35: 1894-
1899.
Crocetti, Elisabetta. Parissa Jahromi and Wim Meeus. 2012.
“Identity and Civic Engagement in Adolescence.” Journal of Adolescence 35(3): 521-532.
Cryder, Cynthia E., George Loewenstein and Howard Seltman. 2013.
“Goal gradient in helping behavior.” Journal of Experimental Social Psychology 49 (6): 1078-1083.
Dale, Allison and Aaron Strauss. 2009.
“Don’t forget to vote. Text message reminders as a mobilization tool.” American Journal of Political Science 53
(4): 787-804.
knightfoundation.org | @knightfdn | 27 / 29
REFERENCES
Eckstein, Katharina, Peter Noack and Burkhard Gniewosz. 2012.
“Attitudes toward political engagement and willingness to participate in politics; Trajectories throughout
adolescence.” Journal of Adolescence 35 (3): 485-495.
Erentaite, Rasa, Rita Zukauskiene, Wim Beyers and Rasa Pilkauskaite-Valickiene. 2012.
“Is news media related to civic engagement? The effects of interest in and discussions about the news media on
current and future civic engagement of adolescents.” Journal of Adolescence 35 (3) 587-597.
Gerber, Alan S., Donald P. Green, and C.W. Larimer. 2008.
“Social pressure and voter turnout: Evidence from a large-scale field experiment.” American Political Science
Review 102 (1): 33-48.
Gerber, Alan S., and Todd Rogers. 2009.
“Descriptive social norms and motivation to vote: Everybody’s voting and so should you.” Journal of Politics 71 (1):
178–191.
Han, Hahrie. 2016.
“The Organizational Roots of Political Activism: Field Experiments on Creating a Relational Context.” American
Political Science
Review 110 (2).
Lenzi, Michela, Alessio Vieno, Massimiliano Pastore, and Massimo Santinello. 2012.
“Neighborhood social connectedness and adolescent civic 	engagement: An integrative model.” Journal of
Environmental Psychology 34: 45–54.
Malholtra, Neil, Melissa R. Michelson, Todd Rogers, and Ali Adam Valenzuela. 2011.
“Text messages as mobilization tools: The conditional effect of 	 habitual voting and election salience.”
American Politics Research 39 (4): 664-681.
knightfoundation.org | @knightfdn | 28 / 29
REFERENCES
Nickerson, David W., and Todd Rogers. 2010.
“Do you have a voting plan? Implementation intentions, Voter turnout, Organic plan making.” Psychological
Science 21 (2): 194-199.
Kosmidis, Spyro. 2013.
“Heterogeneity and the calculus of turnout: Undecided respondents and the campaign dynamics of civic duty.”
Electoral Studies 33: 123-136.
Stockemer, Daniel. 2014.
“What drives unconventional political participation? A two level study.” Social Science Journal 51(2): 204-211.
Warren, Anne Marie, Ainin Sulaiman, and Noor Ismawati Jaafar. 2014.
“Facebook: The enabler of online civic engagement for activists.” Computers in Human Behavior 32: 284-289.
knightfoundation.org | @knightfdn | 29 / 29
JOHN S. AND JAMES L. KNIGHT FOUNDATION
SUITE 3300
200 S. BISCAYNE BLVD.
MIAMI, FL 33131-2349
TELEPHONE: (305) 908-2600

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The Role of Human Relationship in Moving People to Action: The Messenger and the Medium Matter

  • 1. knightfoundation.org | @knightfdn | 1 / 29 THE ROLE OF HUMAN RELATIONSHIP IN MOVING PEOPLE TO ACTION: THE MESSENGER AND THE MEDIUM MATTER BEHAVIORAL SCIENCE CONFIRMS ORGANIZER INSTINCT Authors: Kate Catherall, Anastasia Gentilcore, Santiago Martinez | 270 Strategies
  • 2. knightfoundation.org | @knightfdn | 2 / 29 ABOUT 270 STRATEGIES WHO WE ARE AND WHAT WE DO
  • 3. knightfoundation.org | @knightfdn | 3 / 29 270 STRATEGIES SEEKS TO CREATE A WORLD IN WHICH PEOPLE ARE FULLY ENGAGED IN SHAPING THEIR CIVIC, POLITICAL AND CONSUMER LIVES. At 270 Strategies, we believe that engaged communities are healthy communities. We work with campaigns, causes and organizations to engage people and move them to action. We specialize in building people-focused, data-driven, digitally sophisticated engagement efforts that meet people where they are.
  • 4. knightfoundation.org | @knightfdn | 4 / 29 ACKNOWLEDGEMENTS We are tremendously grateful to the John S. and James L. Knight Foundation for commissioning this research and to SPUR for partnering with us on the execution of our experiment. Thank you! We would also like to acknowledge the following thought partners who allowed us to interview them and glean important insights into their work in civic engagement and research methodology during our literature review and discovery process. • Ted Robertson and Josh Wright, Ideas 42 • Regina Schwartz, City of New York • David Nickerson, Temple University • Dan A. Lewis, Northwestern University • Hahrie Han, University of California, Santa Barbara • Arden Rowell, University of Illinois College of Law • Grace Turke-Martinez, AFL-CIO Finally, we would like to thank Hustle for allowing us to freely use its application to conduct this test.
  • 5. knightfoundation.org | @knightfdn | 5 / 29 IN THIS REPORT... • WHY THIS EXPERIMENT? PG. 6 • EXPERIMENT DESIGN PG. 8 • THE RESULTS PG. 16 • WHAT WE LEARNED PG. 21 • REFERENCES PG. 25
  • 6. knightfoundation.org | @knightfdn | 6 / 29 WHY THIS EXPERIMENT?
  • 7. knightfoundation.org | @knightfdn | 7 / 29 WHY THIS, AND WHY NOW? “The health of a democratic society may be measured by the quality of functions performed by private citizens.” – Alexis de Tocqueville At 270 Strategies, we seek to create a world in which people are fully engaged in shaping their civic, political and consumer lives. We believe that engaged communities are healthy communities. As engagement specialists and campaign strategists, we draw from a large body of research on voter behavior. Political scientists and practitioners have uncovered a number of behavioral principles that nudge voters to the polls – from applying social pressure (Gerber et. al, 2008) to plan making (Nickerson and Rogers, 2010) to appealing to identity (Bryan et. al, 2011) and more. However, less is known about what drives people to go beyond voting and engage as activists and volunteers. What motivates people to participate actively in their city or neighborhood? How can civic organizations more effectively engage people to attend meetings and engage in dialogue? As organizers, we believe that a personal relationship is the most important ingredient in moving others to action in the civic space. With the support of the John S. and James L. Knight Foundation, we designed an experiment to explore our hunch.
  • 8. knightfoundation.org | @knightfdn | 8 / 29 EXPERIMENT DESIGN
  • 9. knightfoundation.org | @knightfdn | 9 / 29 RESEARCH QUESTIONS HYPOTHESIS What role do messenger identity and personalization play in engaging people and moving them to take action in the civic context? Does a request from a real person on behalf of a civic organization more effectively move people to engage and take an action than one made by the organization? We hypothesized that individuals who are contacted by a real person would be more engaged and more likely to take action than those who are contacted by an organization and asked to take the same action. We theorized communication that feels warmer and connotes a person-to-person relationship (as opposed to a person-to- organization relationship) would be more effective.
  • 10. knightfoundation.org | @knightfdn | 10 / 29 AUDIENCE To execute the experiment, our team partnered with SPUR, a member- supported nonprofit organization in the San Francisco Bay area that promotes good planning and good governance through research, education and advocacy. Our total sample universe totaled 2,405 SPUR members in San Francisco, Oakland and San Jose. Within that sample, we randomly assigned 50 percent to treatment group A, and 50 percent to treatment group B.
  • 11. knightfoundation.org | @knightfdn | 11 / 29 CONTACT METHOD All subjects – regardless of treatment group – were contacted with an invitation to attend a SPUR lunchtime forum to take place in their city. The contact consisted of: • An email inviting them to attend a lunchtime forum (sent in the afternoon seven days before the event) • A text message invitation to the lunchtime forum (sent in the afternoon five days before the event; not sent to those who had RSVP’d “No” to the email) • A confirmation text message (sent the day before the event)
  • 12. knightfoundation.org | @knightfdn | 12 / 29 TREATMENT A (SIGNED BY “NOAH”) TREATMENT B (SIGNED BY “SPUR”) The email and text messages that treatment group A received contained the same information and were sent at the same time as those received by treatment group B. However, all of the communications to treatment group A were signed by “Noah,” the SPUR program director. This means that the email and text messages were written in the singular form of first person. The emails sent to treatment group A also contained a paragraph of personal narrative and some personal injections (Ex: “It would be truly great to have you there!”) from Noah. Those assigned to treatment group B received communications that contain the same information as treatment group A but were signed by “The SPUR Team.” These communications did not identify real people on the SPUR team, and did contain any personal narrative.
  • 13. knightfoundation.org | @knightfdn | 13 / 29 TREATMENT A (SIGNED BY “NOAH”)
  • 14. knightfoundation.org | @knightfdn | 14 / 29 TREATMENT B (SIGNED BY “SPUR”)
  • 15. knightfoundation.org | @knightfdn | 15 / 29 TREATMENT B (SIGNED BY “SPUR”) TREATMENT A (SIGNED BY “NOAH”) Hey! It’s Noah from SPUR. Are you able to join us for our lunchtime forum, “Community-Based Planning 101?” It’s next Thurs, May 5 @ 12:30pm. [Address] Text me back if you can make it! SPUR is hosting a lunchtime forum, “Community-Based Planning 101” next Thurs, May 5 @ 12:30pm. [Address] Respond to this text to let us know if you can make it! Hey! It’s Noah from SPUR. Are you able to join us for our lunchtime forum, “Community-Based Planning 101?” It’s next Thurs, May 5 @ 12:30pm. [Address] Text me back if you can make it! SPUR is hosting a lunchtime forum, “Community-Based Planning 101” next Thurs, May 5 @ 12:30pm. [Address] Respond to this text to let us know if you can make it!
  • 16. knightfoundation.org | @knightfdn | 16 / 29 THE RESULTS
  • 17. knightfoundation.org | @knightfdn | 17 / 29 EMAIL Both treatment groups included a combined 2,405 people with email addresses and cellphone numbers. The email invite was the first step in the event invitation process. In this step, we see slightly more RSVP signups from email group B. Overall, there were 90 “Yes” RSVPs collected via online sign-up forms. Only 42 of them were able to be matched to our files. The matching challenge could be for a number of reasons: It could be that people signed up with a different email address, multiple people signed up under a single account in a household, or people may have forwarded their email invite to people not in our treatment groups. GROUP A Emails Sent Email RSVPs GROUP B 1,1931,212 15 27
  • 18. knightfoundation.org | @knightfdn | 18 / 29 TEXT After responses of “No” were scrubbed from the list, all available mobile numbers received an invitation message corresponding to treatment group. After two rounds of text messages were sent, the group A messages had 32 more RSVPs than group B. Additionally, we saw a dramatically higher number of positive responses to the group A message even when recipients were not able to attend the event (more than 3.5 times the number of recipients who responded to treatment B). Group A received 573 replies versus 158 replies in group B suggesting that recipients were not only more interested in the event but felt more compelled to respond to a real person sending them a message. GROUP A Emails Sent In addition to some people being removed for declining the initial event invite, some people were scrubbed for non-working mobile numbers or landlines that were mislabeled as mobile numbers. Email RSVPs Text interactions GROUP B 1,1931,212 15 27 573 158
  • 19. knightfoundation.org | @knightfdn | 19 / 29 OVERALL There were 174 total attendees at the three events held for this experiment. We were able to match 61 to either group A or group B. When email and text message are combined, we received 111 total RSVPs. Seventeen people responded affirmatively to both the email and text message RSVP. The attendance rate for both groups of RSVPs was 55 percent. In terms of raw numbers, group A had a larger share of both overall RSVPs and event attendees that were matched to the treatment groups. GROUP A All RSVPs All Attendees GROUP B 67 44 37 24
  • 20. knightfoundation.org | @knightfdn | 20 / 29 STATISTICALLY SPEAKING With an assumed action rate* of 5%, treatment group A has a detected effect of 3.15%, while treatment group B has a detected effect of 2.05% at a 95% confidence interval. *Action rate = the percent age of people from the control group who are expected to act in the desired fashion (turn out to the meeting) without the intervention. Note: At an assumed treatment effect of 5%, we would hope to see a minimum detectable effect of at least 2.24% based on the Intention to Treat. We detected an effect of 3.15% for group A and 2.05% for group B. This means that our findings were significant for group A and just under the minimum detectable effect for group B to be statistically significant at the 95% confidence interval. Given anecdotal data on historic turnout to SPUR forums, we feel confident using a 5% action rate as a starting place for our analysis.
  • 21. knightfoundation.org | @knightfdn | 21 / 29 WHAT WE LEARNED
  • 22. knightfoundation.org | @knightfdn | 22 / 29 TWO LESSONS FOR CIVIC INNOVATORS PUTTING FINDINGS INTO PRACTICE
  • 23. knightfoundation.org | @knightfdn | 23 / 29 1. MEET PEOPLE WHERE THEY ARE Our experiment showed that while people who received text messages from a real person (“Noah”) were more likely to engage and turn out to the meeting (by 3.15 percent), simply receiving a text message invitation increased their likelihood of turning out (by 2.05 percent). There are many possible reasons for this, but two stand out to us: 1 ) Text messages have open rates as high as 99 percent; a message received via text is more likely to be seen than a message sent over email or over the phone (for comparison, our experience on campaigns tells us that phone conversation rates tend to hover between approximately 10–20 percent on weekday evenings; the vast majority of people do not pick up calls from unknown numbers). 2 ) Text messages are becoming a more prevalent form of communicating among friends and family. A text message may therefore feel more personal than an email or phone call, even if it is not associated with a specific person. Because of the barriers presented by opt-in laws for mass texting, SMS has not been used as frequently for impersonal, marketing purposes. As the way we receive and communicate information changes, so does our behavior. Civic innovators will have to keep up with evolving trends. For now, that means using text messages to supplement traditional communication methods. It all comes back to the idea of meeting people where they are.
  • 24. knightfoundation.org | @knightfdn | 24 / 29 2. THE PERSONAL IDENTITY OF THE MESSENGER MATTERS The experiment confirmed our organizer hypothesis: People were more likely to engage (respond) and turn out to the meeting when they heard directly from “Noah.” Our underlying theory here is that humans are relational creatures; we want to connect with others, we feel responsibility and kinship with those with whom we share some form of in-group identity, and we feel accountable to other humans in a way we do not necessarily feel accountable to institutions or even our own intentions. As organizers and practitioners, we believe this test begins to confirm a long-held belief of ours: If civic organizations want to effectively engage and activate their membership, they must be intentional about scaling personal relationships in even the micro-interactions. Choosing a messenger who resonates with your audience should be at the top of any civic innovator’s communications checklist, and we suspect that personalizing and humanizing communications is only the tip of the iceberg.
  • 25. knightfoundation.org | @knightfdn | 25 / 29 REFERENCES
  • 26. knightfoundation.org | @knightfdn | 26 / 29 REFERENCES Altman, Morris. 2012. “Implications of behavioral economics for financial literacy and public policy.” Journal of Socio-Economics 41(5): 677-690. Amna, Erik. 2012. “How is civic engagement developed over time? Emerging answers from an interdisciplinary field.” Journal of Adolescence 35(3): 611-627. Beyerlein, Kraig and Stephen Vaisey. 2013. “Individualism revisited: Moral worldviews and civic engagement.” Poetics 41(4): 384-406. Bowler, Shaun, and Todd Donovan. 2013. “Civic duty and turnout in the UK referendum on AV: What shapes the duty to vote?” Electoral Studies 32(2): 265- 273. Bryan, Christopher J., Gregory M. Walton, Todd Rogers, Carol S. Dweck. 2011. “Motivating turnout by invoking the self.” Proceedings of the National Academy of Sciences, 108 (31): 12653–12656. Checkoway, Barry and Adriana Aldana. 2012. “Four forms of youth civic engagement for diverse democracy.” Children and Youth Services Review 35: 1894- 1899. Crocetti, Elisabetta. Parissa Jahromi and Wim Meeus. 2012. “Identity and Civic Engagement in Adolescence.” Journal of Adolescence 35(3): 521-532. Cryder, Cynthia E., George Loewenstein and Howard Seltman. 2013. “Goal gradient in helping behavior.” Journal of Experimental Social Psychology 49 (6): 1078-1083. Dale, Allison and Aaron Strauss. 2009. “Don’t forget to vote. Text message reminders as a mobilization tool.” American Journal of Political Science 53 (4): 787-804.
  • 27. knightfoundation.org | @knightfdn | 27 / 29 REFERENCES Eckstein, Katharina, Peter Noack and Burkhard Gniewosz. 2012. “Attitudes toward political engagement and willingness to participate in politics; Trajectories throughout adolescence.” Journal of Adolescence 35 (3): 485-495. Erentaite, Rasa, Rita Zukauskiene, Wim Beyers and Rasa Pilkauskaite-Valickiene. 2012. “Is news media related to civic engagement? The effects of interest in and discussions about the news media on current and future civic engagement of adolescents.” Journal of Adolescence 35 (3) 587-597. Gerber, Alan S., Donald P. Green, and C.W. Larimer. 2008. “Social pressure and voter turnout: Evidence from a large-scale field experiment.” American Political Science Review 102 (1): 33-48. Gerber, Alan S., and Todd Rogers. 2009. “Descriptive social norms and motivation to vote: Everybody’s voting and so should you.” Journal of Politics 71 (1): 178–191. Han, Hahrie. 2016. “The Organizational Roots of Political Activism: Field Experiments on Creating a Relational Context.” American Political Science Review 110 (2). Lenzi, Michela, Alessio Vieno, Massimiliano Pastore, and Massimo Santinello. 2012. “Neighborhood social connectedness and adolescent civic engagement: An integrative model.” Journal of Environmental Psychology 34: 45–54. Malholtra, Neil, Melissa R. Michelson, Todd Rogers, and Ali Adam Valenzuela. 2011. “Text messages as mobilization tools: The conditional effect of habitual voting and election salience.” American Politics Research 39 (4): 664-681.
  • 28. knightfoundation.org | @knightfdn | 28 / 29 REFERENCES Nickerson, David W., and Todd Rogers. 2010. “Do you have a voting plan? Implementation intentions, Voter turnout, Organic plan making.” Psychological Science 21 (2): 194-199. Kosmidis, Spyro. 2013. “Heterogeneity and the calculus of turnout: Undecided respondents and the campaign dynamics of civic duty.” Electoral Studies 33: 123-136. Stockemer, Daniel. 2014. “What drives unconventional political participation? A two level study.” Social Science Journal 51(2): 204-211. Warren, Anne Marie, Ainin Sulaiman, and Noor Ismawati Jaafar. 2014. “Facebook: The enabler of online civic engagement for activists.” Computers in Human Behavior 32: 284-289.
  • 29. knightfoundation.org | @knightfdn | 29 / 29 JOHN S. AND JAMES L. KNIGHT FOUNDATION SUITE 3300 200 S. BISCAYNE BLVD. MIAMI, FL 33131-2349 TELEPHONE: (305) 908-2600