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Impact report beta phase
Summary
Mission and approach
Theory of change v1
Mission statement
CrowdGuard is a values-based community
of trusted individuals and helpers nearby



We perceive sexual and gender based
violence as an everyday and everywhere
issue



We aim to educate and connect humans
to make the world safer



We follow a community approach and try
to include everyone as a change maker



Our theory of change builds on a socio-ecological model with the aim to initiate changes on
the individual, peer, community, and societal levels. Thereby we promote a greater awareness
about gender-based violence in public spaces, deliver education, and create connection
among humans towards active citizenship, civil courage and solidarity
Contribution in service
delivery
Co-design and
development
Crowdsourced civil
responder network
Beneficiaries inclusion
Youth Ambassadors act as workshop
facilitators and volunteers in campaign
execution
Students and Young Professionals
participate in field tests, focus group
discussions, and user interviews
CrowdGuard app users at the core of
the service ’trusted helpers nearby’
Workshops



Campaign
 Community app

event engagement
—> 50k youth reached
54 college sessions
—> 5k students educated —> 500 beta app users
weekly test sessions
Activities
street art bubbles in and around campuses 25 facilitators trained 30 app iterations
Background
Participants 

& samples

Scope 

& purpose
Methodology 

& caveats

The impact report beta phase focuses on
the period from 1. Jan 2015 — 31. May
2016 during which the CrowdGuard
workshop programme was executed in
colleges in Delhi NCR and local lead users
tested beta versions of the CrowdGuard
community app


Purpose of the report is the measurement
and assessment of our beta activities, the
improvement of programme components,
the measurement of the current safety and
solidarity perceptions and experiences of
our participants, and the potential effect of
the programme towards the objectives of
establishing baseline data for future
comparison, to learn what aspects affect
which participant segments, to refine our
theory of change, and to improve the
overall programme
During the beta phase we treated two
participant samples, and surveyed a
selection of both samples (N=2137):



a) full-time college students in Delhi NCR
which participated in the classroom and
workshop sessions (N=2037)
!
b) a selection of sample (a) students,
selected by Youth Ambassadors from their
respective colleges, and young
professionals sources from six local
communities which participated in an
orientation session, app simulation
activities, focus group discussions and
personal interviews. Sample (b) consists of
students in young professionals in equal
parts (N=200)
Both samples filled pre- and post-
programme surveys with ordinal, multiple
choice and free text



Additionally, sample (b) participated focus
group discussions accompanying the app
test, and selected users from sample (b)
and other community app users were
interviewed personally in the context of
simulation exercises and by phone based
on their app usage. This qualitative data is
complemented with app-usage data



Although we followed a pretest - post-test
design, due to the lack of a control group
the findings serve primarily to assess and
improve the programme, and to establish
baseline data towards comparing future
impacts. Other caveats are possible
influence due to external factors, different
user funnels, session participation sizes,
and different intensity of the treatments
!
Situation
Sexual harassment 

attitudes & experiences
Safety assessment Tech availability and 

previous usage
Do you feel safe in public spaces in Delhi?

51% feel it depends where you go

34% say Delhi has become much less safe 

Long-term women residents feel
particularly unsafe



Is Delhi safe for women?

Less than 4% of women participants say
it’s safe



Has Delhi safety changed in the last 5
years?

Almost 40% say it has become less safe

Less than 6% say Delhi has become safer







Is sexual harassment a serious problem?

51% say it is an extremely serious problem,

and over 30% say it is very serious



How do you define sexual harassment?

Majority of participants don’t know that acts
such as staring, groping and whistling
constitute sexual harassment by Indian
Penal Law



Have you been sexually assaulted in public
space in Delhi?

Over 1/3 of women participants say they
have been harassed as compared to 1/4 of
men



Have you helped someone who was
harassed in public space in Delhi?

62% say they have never helped anyone







Do you own a smartphone?

67.2% of student participants own one as
compared to 100% of young professionals



Which operating system do you run?

Almost 80% use the Android system



Do you use mobile data?

56.5% of students use mobile data as
compared to 100% of young professionals.

1/3 of students limit data to WIFI zones



Have you previously used a safety app?

10.4% of all participants have tried one, 

yet none has satisfied the participants

!
!
Workshop output assessment
Assessment
Output Feedback

General feedback

No participant assessed the workshop

as less useful or useless



Content appeal

Almost 80% say the content was
informative and easy to understand



Participation

Over 70% say the workshop was
participative



Facilitation

Almost 80% say the facilitators were
effective



Relevance

Over 80% say the workshop is relevant



Utility

80% say the workshop is useful
Educated over 5000
participants in 54
colleges of Delhi NCR
General
Appeal
Participation
Facilitation
Relevance
Utility
1 2 3 4 5
Trained 25 Youth Ambassadors

to facilitate bystander activation

workshops
Technology output assessment
Assessment
Output Feedback

General feedback

No participant assessed the app

as less useful or useless



Appeal

Over 53% say the app is appealing or very
appealing. None rated it as not appealing



Ease of use

46.5% say the app is easy or very easy to
use



Reliability

Over 80% say the app is reliable or very
reliable. No one as less or not reliable



Relevance

86.5% say the app is relevant or very
relevant. None rated the app as irrelevant



Utility

Almost 90% assess the app as useful or
very useful. No participant rated the app
as less or not useful
200 beta test users in Q1/16

participated in 9 simulations

and focus group discussions
General
Appeal
Ease of use
Reliability
Relevance
Utility
1 2 3 4 5
By the end of Q1 2016 we reached a
community-wide minimal app user density of
1 active user within 4 km in the campus area
North Delhi, campus and residential areas in
South Delhi on a daily basis and the number
of active users has been increasing steadily.
Over 500 active users in Q2 distributed pan-
India:
Programme outcomes
Personal safety
Outcomes ..

45.9% of all participants say the program
improved their personal safety perception 



Although this variable ranks lowest among
the outcomes as the programme was
designed to reflect reality which for most
participants is still unsafe, this variable has
the highest inter treatment group difference
what points to a particular safety
perception improvement of the community
app users
0
1
2
3
4
5
All participants
Only workshop
Workshop + app
Participants were asked whether they feel
safer after the programme participation
We measured the outcome with regards
to improved personal safety perception,
empowerment to enact social change in
general and capacity to help in
particular, and the commitment to apply
the learned skills
2137 treated and surveyed
participants consisting of the
2037 workshop participants
and the 200 beta app testing
participants
Programme outcomes
Social change Capable to help

Almost 70% say the programme has
empowered them to social change



Almost 60% say the programme has
improved their capability to help others

0
1
2
3
4
5
All participants
Only workshop
Workshop + app 0
1
2
3
4
5
Participants were asked whether the
programme empowered them to contribute
to social change
Participants were asked whether the
programme improved their capability to
help others as first responders
Programme outcomes
Apply my skills
Over 70% say that they plan to apply the
transferred skills in their daily life
0
1
2
3
4
5
All participants
Only workshop
Workshop + app
Participants were asked if they plan to
apply the programme inputs in their daily
life


During simulated incidences, almost 65%
of alert recipients confirmed to help. Less
than 10% denied help and 26.5% did not
notice the incoming alert. Helpers reached
the simulated incidents within 3 to 10
minutes

Expanding the programme beyond India
with CrowdGuard Germany in accession
Spreading awareness about bystander
intervention at media forums
Knowledge provision on bystander
intervention to self defence schools
Reaching out to people across different
socio economic backgrounds
Dispatch center and process consulting
with government and security providers
Exchange with peace building community
on value and limits of tech contributions
Wider impacts
Lessons learned
Campaigns
Situation Workshops

Participants safety assessment is
differentiated and the majority states that
safety strongly depends on specific times
and locations within the city



Experience of receiving help from
strangers is relatively low and differs
significantly between genders and duration
of residence in Delhi



Participants lack knowledge about what
acts consist of sexual harassment per IPC



Women are specifically at risk of being
assaulted although men also report being
assaulted which is rarely acknowledged



Participants have low experience helping
strangers. Helper role is strongly gendered
and social norms are not conducive



Low awareness of importance of post-
incident contributions and survivor support
systems
Women empowerment campaigns seem to
be the trend of the hour with hardly any
brand willing to miss out on the attention
given by the audience, yet campaigns are
little invested towards providing means
towards sustainable change 



What constitutes women safety is a highly
contested issue with constant threat of
agenda highjacking from patriarchal as
well as opportunistic actors



Bystander activation campaigns with
community appeal are rare. Participants
wish mass media reported positive
bystander stories



Domestic media coverage and social
media outreach is resource intensive,
although our street art and speech bubble
campaigns have shown that many
untapped offline and niche spaces remain
available
Participant’s workshop assessment
confirmed the need for skill-based
bystander education and awareness about
gender violence



Education contents need to be adjusted
not only for regional differences but also for
the level of awareness and socio-economic
background of participants



Participants want to learn by experience,
and wish for more situation simulations,
street theatre/play, and other forms of
experience sharing



Constructive and safe bystander
intervention requires heightened
awareness to prevent vigilantism



Social taboos limit exposure to sex-ed
which creates new threats in the age of
cyber bullying and sextexting
Lessons learned
Community app Theory of change v2

Connected civil first responders is a quasi
new service which requires appropriate
communicative efforts 



Cultural and institutional aspects such as
low interpersonal trust and fear of
mistreatment by the police create
additional barriers towards bystander
intervention



Further barriers to the app usage are low
usage of mobile data services by students,
lack of experience navigating with online
maps, and personal mobility such as with
women students residing in hostels with
discriminatory 8 pm curfews



A big usability issue with any SOS app is
the unconscious suppression of incoming
alerts if the phone is on silent mode



Participants wish app design updates,
evidence recording mechanisms, and an

iOS version
To bridge the interpersonal trust gap we’ve
segmented the helper communities by
network degree and community
membership 



Partnering with existing local communities
supports the helper network expansion
and allows at the same time to promote
rule-based physical safe spaces.
Community partners host additional
bystander activation workshops, and
receive support in implementing a
comprehensive anti-harassment policy and
complaint committee structure and
processes. In return they trust vet their
members towards the community app



Approval by external institutions and
brands would be helpful in 

establishing bystander intervention 

as new social norm
The community-segmentation on the
mobile app, and the Code of Conduct
initiative to embed local communities in the
change process have been learning
outcomes during the pilot phase and have
been iteratively build and added



Subsequently we have updated our theory
of change to incorporate the learnings from
the beta phase:
Next steps
Roadmap 2016-19 Outlook 2025

Currently we raise funds and establish
corporate partnerships for 2017, on-board
additional early adopter community
partnerships and create one localisation
(Maharati), complete training materials for
Super Ambassadors and District
Managers, and prepare for the roll out the
Youth Ambassador training programme
both in Delhi and Mumbai



Before the public launch 2017 in India we
plan to complete the registration of
CrowdGuard India as Section 8 Non-Profit
Entity, upgrade the Android app and build
an iOS version. In parallel, a team in
Germany pilot-tests a modified version of
the CrowdGuard app and co-designs skill-
building activities with local partners and
beneficiaries
Post-launch in New Delhi we plan to
expand the CrowdGuard community and
workshop program to other cities in India,
followed by rural areas and emerging
countries beyond India 



Our core activities are supported by local
campaigns, with the focus on introducing
additional contents for self-study and
mainstream the safe community label in
2017, extend the partner network into rural
habitats, and introduce a safe travel
network for women in 2018, extend the
education programme to school-going
pupils in proximity to established
CrowdGuard partner communities and
active users in 2019
In 2025, by operating our programme
scaling mechanisms, we have trained 10m
Youth Ambassadors, 1,3m Super
Ambassadors, and 1690 District Managers
(by 2022 we will cover every District and
evolve the District Manager role towards
deepening local engagement and
geographical expansion beyond India)



With this team of change agents we will
support 5m organisations in the
implementation and maintenance of a
comprehensive Code of Conduct, establish
and promote over 10m safe learning,
working and leisure spaces, and educate
1b Indians to be active bystanders

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CrowdGuard Impact Report Beta Phase

  • 1. Impact report beta phase Summary
  • 2. Mission and approach Theory of change v1
Mission statement CrowdGuard is a values-based community of trusted individuals and helpers nearby
 
 We perceive sexual and gender based violence as an everyday and everywhere issue
 
 We aim to educate and connect humans to make the world safer
 
 We follow a community approach and try to include everyone as a change maker
 
 Our theory of change builds on a socio-ecological model with the aim to initiate changes on the individual, peer, community, and societal levels. Thereby we promote a greater awareness about gender-based violence in public spaces, deliver education, and create connection among humans towards active citizenship, civil courage and solidarity
  • 3. Contribution in service delivery Co-design and development Crowdsourced civil responder network Beneficiaries inclusion Youth Ambassadors act as workshop facilitators and volunteers in campaign execution Students and Young Professionals participate in field tests, focus group discussions, and user interviews CrowdGuard app users at the core of the service ’trusted helpers nearby’
  • 4. Workshops
 
 Campaign
 Community app
 event engagement —> 50k youth reached 54 college sessions —> 5k students educated —> 500 beta app users weekly test sessions Activities street art bubbles in and around campuses 25 facilitators trained 30 app iterations
  • 5. Background Participants 
 & samples
 Scope 
 & purpose Methodology 
 & caveats
 The impact report beta phase focuses on the period from 1. Jan 2015 — 31. May 2016 during which the CrowdGuard workshop programme was executed in colleges in Delhi NCR and local lead users tested beta versions of the CrowdGuard community app 
 Purpose of the report is the measurement and assessment of our beta activities, the improvement of programme components, the measurement of the current safety and solidarity perceptions and experiences of our participants, and the potential effect of the programme towards the objectives of establishing baseline data for future comparison, to learn what aspects affect which participant segments, to refine our theory of change, and to improve the overall programme During the beta phase we treated two participant samples, and surveyed a selection of both samples (N=2137):
 
 a) full-time college students in Delhi NCR which participated in the classroom and workshop sessions (N=2037) ! b) a selection of sample (a) students, selected by Youth Ambassadors from their respective colleges, and young professionals sources from six local communities which participated in an orientation session, app simulation activities, focus group discussions and personal interviews. Sample (b) consists of students in young professionals in equal parts (N=200) Both samples filled pre- and post- programme surveys with ordinal, multiple choice and free text
 
 Additionally, sample (b) participated focus group discussions accompanying the app test, and selected users from sample (b) and other community app users were interviewed personally in the context of simulation exercises and by phone based on their app usage. This qualitative data is complemented with app-usage data
 
 Although we followed a pretest - post-test design, due to the lack of a control group the findings serve primarily to assess and improve the programme, and to establish baseline data towards comparing future impacts. Other caveats are possible influence due to external factors, different user funnels, session participation sizes, and different intensity of the treatments !
  • 6. Situation Sexual harassment 
 attitudes & experiences Safety assessment Tech availability and 
 previous usage Do you feel safe in public spaces in Delhi?
 51% feel it depends where you go
 34% say Delhi has become much less safe 
 Long-term women residents feel particularly unsafe
 
 Is Delhi safe for women?
 Less than 4% of women participants say it’s safe
 
 Has Delhi safety changed in the last 5 years?
 Almost 40% say it has become less safe
 Less than 6% say Delhi has become safer
 
 
 
 Is sexual harassment a serious problem?
 51% say it is an extremely serious problem,
 and over 30% say it is very serious
 
 How do you define sexual harassment?
 Majority of participants don’t know that acts such as staring, groping and whistling constitute sexual harassment by Indian Penal Law
 
 Have you been sexually assaulted in public space in Delhi?
 Over 1/3 of women participants say they have been harassed as compared to 1/4 of men
 
 Have you helped someone who was harassed in public space in Delhi?
 62% say they have never helped anyone
 
 
 
 Do you own a smartphone?
 67.2% of student participants own one as compared to 100% of young professionals
 
 Which operating system do you run?
 Almost 80% use the Android system
 
 Do you use mobile data?
 56.5% of students use mobile data as compared to 100% of young professionals.
 1/3 of students limit data to WIFI zones
 
 Have you previously used a safety app?
 10.4% of all participants have tried one, 
 yet none has satisfied the participants
 ! !
  • 7. Workshop output assessment Assessment
Output Feedback
 General feedback
 No participant assessed the workshop
 as less useful or useless
 
 Content appeal
 Almost 80% say the content was informative and easy to understand
 
 Participation
 Over 70% say the workshop was participative
 
 Facilitation
 Almost 80% say the facilitators were effective
 
 Relevance
 Over 80% say the workshop is relevant
 
 Utility
 80% say the workshop is useful Educated over 5000 participants in 54 colleges of Delhi NCR General Appeal Participation Facilitation Relevance Utility 1 2 3 4 5 Trained 25 Youth Ambassadors
 to facilitate bystander activation
 workshops
  • 8. Technology output assessment Assessment
Output Feedback
 General feedback
 No participant assessed the app
 as less useful or useless
 
 Appeal
 Over 53% say the app is appealing or very appealing. None rated it as not appealing
 
 Ease of use
 46.5% say the app is easy or very easy to use
 
 Reliability
 Over 80% say the app is reliable or very reliable. No one as less or not reliable
 
 Relevance
 86.5% say the app is relevant or very relevant. None rated the app as irrelevant
 
 Utility
 Almost 90% assess the app as useful or very useful. No participant rated the app as less or not useful 200 beta test users in Q1/16
 participated in 9 simulations
 and focus group discussions General Appeal Ease of use Reliability Relevance Utility 1 2 3 4 5 By the end of Q1 2016 we reached a community-wide minimal app user density of 1 active user within 4 km in the campus area North Delhi, campus and residential areas in South Delhi on a daily basis and the number of active users has been increasing steadily. Over 500 active users in Q2 distributed pan- India:
  • 9. Programme outcomes Personal safety
Outcomes ..
 45.9% of all participants say the program improved their personal safety perception 
 
 Although this variable ranks lowest among the outcomes as the programme was designed to reflect reality which for most participants is still unsafe, this variable has the highest inter treatment group difference what points to a particular safety perception improvement of the community app users 0 1 2 3 4 5 All participants Only workshop Workshop + app Participants were asked whether they feel safer after the programme participation We measured the outcome with regards to improved personal safety perception, empowerment to enact social change in general and capacity to help in particular, and the commitment to apply the learned skills 2137 treated and surveyed participants consisting of the 2037 workshop participants and the 200 beta app testing participants
  • 10. Programme outcomes Social change Capable to help
 Almost 70% say the programme has empowered them to social change
 
 Almost 60% say the programme has improved their capability to help others
 0 1 2 3 4 5 All participants Only workshop Workshop + app 0 1 2 3 4 5 Participants were asked whether the programme empowered them to contribute to social change Participants were asked whether the programme improved their capability to help others as first responders
  • 11. Programme outcomes Apply my skills Over 70% say that they plan to apply the transferred skills in their daily life 0 1 2 3 4 5 All participants Only workshop Workshop + app Participants were asked if they plan to apply the programme inputs in their daily life 
 During simulated incidences, almost 65% of alert recipients confirmed to help. Less than 10% denied help and 26.5% did not notice the incoming alert. Helpers reached the simulated incidents within 3 to 10 minutes

  • 12. Expanding the programme beyond India with CrowdGuard Germany in accession Spreading awareness about bystander intervention at media forums Knowledge provision on bystander intervention to self defence schools Reaching out to people across different socio economic backgrounds Dispatch center and process consulting with government and security providers Exchange with peace building community on value and limits of tech contributions Wider impacts
  • 13. Lessons learned Campaigns
Situation Workshops
 Participants safety assessment is differentiated and the majority states that safety strongly depends on specific times and locations within the city
 
 Experience of receiving help from strangers is relatively low and differs significantly between genders and duration of residence in Delhi
 
 Participants lack knowledge about what acts consist of sexual harassment per IPC
 
 Women are specifically at risk of being assaulted although men also report being assaulted which is rarely acknowledged
 
 Participants have low experience helping strangers. Helper role is strongly gendered and social norms are not conducive
 
 Low awareness of importance of post- incident contributions and survivor support systems Women empowerment campaigns seem to be the trend of the hour with hardly any brand willing to miss out on the attention given by the audience, yet campaigns are little invested towards providing means towards sustainable change 
 
 What constitutes women safety is a highly contested issue with constant threat of agenda highjacking from patriarchal as well as opportunistic actors
 
 Bystander activation campaigns with community appeal are rare. Participants wish mass media reported positive bystander stories
 
 Domestic media coverage and social media outreach is resource intensive, although our street art and speech bubble campaigns have shown that many untapped offline and niche spaces remain available Participant’s workshop assessment confirmed the need for skill-based bystander education and awareness about gender violence
 
 Education contents need to be adjusted not only for regional differences but also for the level of awareness and socio-economic background of participants
 
 Participants want to learn by experience, and wish for more situation simulations, street theatre/play, and other forms of experience sharing
 
 Constructive and safe bystander intervention requires heightened awareness to prevent vigilantism
 
 Social taboos limit exposure to sex-ed which creates new threats in the age of cyber bullying and sextexting
  • 14. Lessons learned Community app Theory of change v2
 Connected civil first responders is a quasi new service which requires appropriate communicative efforts 
 
 Cultural and institutional aspects such as low interpersonal trust and fear of mistreatment by the police create additional barriers towards bystander intervention
 
 Further barriers to the app usage are low usage of mobile data services by students, lack of experience navigating with online maps, and personal mobility such as with women students residing in hostels with discriminatory 8 pm curfews
 
 A big usability issue with any SOS app is the unconscious suppression of incoming alerts if the phone is on silent mode
 
 Participants wish app design updates, evidence recording mechanisms, and an
 iOS version To bridge the interpersonal trust gap we’ve segmented the helper communities by network degree and community membership 
 
 Partnering with existing local communities supports the helper network expansion and allows at the same time to promote rule-based physical safe spaces. Community partners host additional bystander activation workshops, and receive support in implementing a comprehensive anti-harassment policy and complaint committee structure and processes. In return they trust vet their members towards the community app
 
 Approval by external institutions and brands would be helpful in 
 establishing bystander intervention 
 as new social norm The community-segmentation on the mobile app, and the Code of Conduct initiative to embed local communities in the change process have been learning outcomes during the pilot phase and have been iteratively build and added
 
 Subsequently we have updated our theory of change to incorporate the learnings from the beta phase:
  • 15. Next steps Roadmap 2016-19 Outlook 2025
 Currently we raise funds and establish corporate partnerships for 2017, on-board additional early adopter community partnerships and create one localisation (Maharati), complete training materials for Super Ambassadors and District Managers, and prepare for the roll out the Youth Ambassador training programme both in Delhi and Mumbai
 
 Before the public launch 2017 in India we plan to complete the registration of CrowdGuard India as Section 8 Non-Profit Entity, upgrade the Android app and build an iOS version. In parallel, a team in Germany pilot-tests a modified version of the CrowdGuard app and co-designs skill- building activities with local partners and beneficiaries Post-launch in New Delhi we plan to expand the CrowdGuard community and workshop program to other cities in India, followed by rural areas and emerging countries beyond India 
 
 Our core activities are supported by local campaigns, with the focus on introducing additional contents for self-study and mainstream the safe community label in 2017, extend the partner network into rural habitats, and introduce a safe travel network for women in 2018, extend the education programme to school-going pupils in proximity to established CrowdGuard partner communities and active users in 2019 In 2025, by operating our programme scaling mechanisms, we have trained 10m Youth Ambassadors, 1,3m Super Ambassadors, and 1690 District Managers (by 2022 we will cover every District and evolve the District Manager role towards deepening local engagement and geographical expansion beyond India)
 
 With this team of change agents we will support 5m organisations in the implementation and maintenance of a comprehensive Code of Conduct, establish and promote over 10m safe learning, working and leisure spaces, and educate 1b Indians to be active bystanders