Specifically we were keen toinsightsig.org/wp-content/uploads/2018/11/BHF...Profiling Insight...
Transcript of Specifically we were keen toinsightsig.org/wp-content/uploads/2018/11/BHF...Profiling Insight...
Specifically we were keen to:
• Identify who our priority audiences are
• Understand their needs
• Understand what appeals to them
• To understand their attitudes to the cause
• Be able to target the segments
4
Audiences Define key audiences
Brand strategy Innovation
Strategy
Messaging
Hierarchy
Channel
Strategy
Interrogate brief
PHASE 1:
Hypotheses
PHASE 2:
Qualitative research
PHASE 3:
Quantitative research
PHASE 4:
Create segmentation
PHASE 5:
Describe segments
PHASE 6:
Interrogate brief
PHASE 1:
Hypotheses
PHASE 2:
Qualitative research
PHASE 3:
Quantitative research
PHASE 4:
Create segmentation
PHASE 5:
Describe segments
PHASE 6:
Interrogate brief
PHASE 1:
Hypotheses
PHASE 2:
Qualitative research
PHASE 3:
Quantitative research
PHASE 4:
Create segmentation
PHASE 5:
Describe segments
PHASE 6:
Interrogate brief
PHASE 1:
Hypotheses
PHASE 2:
Qualitative research
PHASE 3:
Quantitative research
PHASE 4:
Create segmentation
PHASE 5:
Describe segments
PHASE 6:
Interrogate brief
PHASE 1:
Hypotheses
PHASE 2:
Qualitative research
PHASE 3:
Quantitative research
PHASE 4:
Create segmentation
PHASE 5:
Describe segments
PHASE 6:
Interrogate brief
PHASE 1:
Hypotheses
PHASE 2:
Qualitative research
PHASE 3:
Quantitative research
PHASE 4:
Create segmentation
PHASE 5:
Describe segments
PHASE 6:
Clear & agreed
objectives
Buy-in of all
staff
Phase 1 : Interrogating the brief
Speak to all users
An actionable segmentation
Who will use it?
Strategic decisions
Audiences
Products
Messaging
Tactical decisions
Media spend
Targeting
Communications
Phase 2: Hypotheses
Demographics
Existing behaviours
Connection to CVD
Attitudes
Motivations
Language
Desk research Workshops
10
Phases 3 and 4 : Qualitative and Quantitative research
• Qualitative discussion groups
• Analysis and feeding back findings to BHF
• Quantitative ‘nat-rep’ online and telephone questionnaire
Research design
- Tested the developed hypotheses using qualitative research
- With both cold audiences (‘suspect’ & ‘prospect’) and BHF supporters (current &
lapsed)
- Enabled us to explore and better understand:
- relevant behaviours, beliefs, knowledge, attitudes and drivers / barriers to
engaging with BHF
- influence of awareness raising campaigns and whether they informed
behaviour
- potential extent of connection and support (including life-stage and experience)
Methodology
- Eight x 2-hour discussion groups with cold audiences and BHF supporters,
viewed by BHF staff
- Tested hypotheses, covered all relevant issues and allowed respondent-led topics
- Discussion groups allowed us to iteratively refine the content for subsequent
groups
- Group discussions were analysed by means of a thematic framework.
- We identified criteria relevant to all respondents and issues distinct to specific
cohorts
- Findings were presented to BHF and used to inform the content and structure of
the quantitative questionnaire
Phase 3 : Qualitative research
Research design
- Quantitative research amongst a representative sample of UK
population
- Primary objective was to differentiate between groups of respondents to
identify those segments of most interest to BHF
- Utilised a large sample size to enable robust analysis in next phase
Methodology
- Utilised a mixed methodology combining both online and telephone
research approaches to ensure the older age groups were sufficiently
represented in the research programme
- 3,000 interviews (2,750 online / 250 telephone)
Questionnaire for BHF
- Developed and fine-tuned based on findings & hypotheses identified
during previous stages
- Core areas: Geodemographics / Lifestyle & attitudes to CVD / Media
consumption / Attitudes to heart disease / Charity (BHF) – awareness /
levels of giving / types of giving / support
Phase 4 : Quantitative research
Deliverable
• Data to be used for segmentation
Data Prep
• Review high level findings from survey
• Data Quality Audit
• Data Manipulation
Analysis
• Initial Analysis
• Identify key questions
• Develop Attitudinal segmentation
Evaluation
• Profiling tool to compare and contrast segments
• Refinements
• Final agreement
• SAS used to import and transform the data
• Audit reviewed data integrity (validation against survey, ranges of values,
percentage of missing data)
• Data transformed to binary variables for analysis
Import Audit Transform
• Number of approaches
considered to identify the top
drivers of support for BHF
• Passion for BHF was chosen
as primary driver of the (29)
variables included in the
segmentation and links closely
to consideration of support and
financial giving
• Proximity which, as anticipated
drives attitudes (although not in
a simplistic way of closer
always means more passion
for BHF)
Correlation with target variable (e.g. Passion for BHF)
• K-means clustering used to develop the segmentation
• Still somewhat iterative process (adding or removing variables) to try and uncover clusters of respondents
that were:
• Actionable (large enough)
• Interpretable (sense check - similar attitudes, intuitive)
• Meaningful (relevant to BHF)
Index within Question
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29
Seg 1 0.5 0.9 0.8 1.0 0.9 0.9 0.7 2.7 0.6 0.7 1.2 0.8 1.0 1.0 0.9 1.3 0.6 0.7 1.2 0.6 2.6 3.9 3.6 0.9 1.1 0.7 1.1 0.8 0.6
Seg 2 1.8 1.4 0.2 1.4 1.6 1.0 0.5 1.3 2.1 1.4 0.0 2.0 1.3 0.5 2.7 2.0 2.3 2.4 0.1 3.1 2.2 2.4 2.3 3.2 2.8 3.5 1.5 2.4 2.9
Seg 3 1.1 1.0 0.5 0.5 0.7 0.5 0.9 0.4 1.2 0.4 0.5 0.7 0.4 1.0 1.0 1.9 3.8 1.3 0.0 0.4 0.6 0.3 0.5 0.5 0.5 0.3 0.7 0.5 0.5
Seg 4 1.4 1.2 0.9 0.5 0.4 0.2 0.8 0.4 3.1 0.3 1.0 0.7 0.5 0.6 1.6 0.2 0.0 1.7 0.9 0.4 0.6 0.3 0.3 0.3 0.4 0.2 0.3 0.2 0.4
Seg 5 1.2 0.9 0.6 6.0 5.1 7.6 0.6 6.8 1.3 9.7 0.0 3.7 6.6 0.2 2.2 3.0 0.8 1.3 1.0 2.7 2.3 3.9 2.9 3.6 3.1 4.6 5.8 6.7 2.7
Seg 6 1.8 1.6 0.1 1.4 1.4 1.5 0.3 0.7 0.8 0.9 0.1 1.5 1.6 0.4 0.2 0.2 0.0 0.2 1.6 2.8 1.3 0.6 0.8 1.7 2.2 1.6 0.8 1.1 2.9
Seg 7 0.6 0.8 1.3 0.6 0.5 0.5 1.3 0.3 0.0 0.2 1.4 0.7 0.5 0.0 0.3 0.4 0.0 0.5 1.5 0.2 0.3 0.1 0.2 0.3 0.3 0.2 0.7 0.3 0.1
Seg 8 0.4 0.6 2.7 0.3 0.3 0.4 1.9 0.3 0.2 0.2 2.7 0.0 0.1 3.8 0.3 0.3 0.0 0.4 1.6 0.2 0.2 0.1 0.2 0.1 0.1 0.0 0.3 0.1 0.1
Highest Passion
Highest
Proximity
1
23
4
5
67
8
Average
1.0
2.0
3.0
4.0
5.0
6.0
7.0
3.0 4.0 5.0 6.0 7.0 8.0
Prox
imit
y to
hea
rt d
isea
se [
scor
e 0
-10]
Passion for BHF [score 0-10]
Proximity vs passion by segment(bubble size represents size of segment)
53m people in 8 Segments:
Highest Passion
Highest
Proximity
1
23
4
5
67
8
Average
1.0
2.0
3.0
4.0
5.0
6.0
7.0
3.0 4.0 5.0 6.0 7.0 8.0
Prox
imity
to
hear
t di
seas
e [s
core
0-1
0]
Passion for BHF [score 0-10]
Proximity vs passion by segment(bubble size represents size of segment)
Segment 2 – 12%
Elizabeth and
Jeremy
Caring and
Connected
Segment 3 – 16%
Judith and David
Affected yet
unconnected
Segment 4 – 11%
Dennis
In denial
Traditionalist
Segment 6 – 10%
Amy
Active Altruists
Segment 1 – 8%
Tony & Barbara
Unaffected middle aged
Segment 7 – 22%
Danielle
Experience
Seekers
Segment 8 –
16%
Ryan
Disengaged
Segment 5 – 5%
Mike
Passionate enthusiasts
1. Understand our audiences - understand all of the BHF’s audiences
2. Understand the role of each audience in delivering BHF’s aims and
their priority - have a plan for each of the audiences
3. Implement across the business - create principles, guidelines, aims
and metrics for each of the priority audiences and embed in our other
strategy work
Customers and Potential Customers
Organisations
Schools
Corporates
Community
Groups
NHS
GP surgeries
Health
Professionals
and Influencers
NHS decision
makers
Influencers
People Affected by
CVD, at Risk of
CVD or Carers
People Affected
by CVD, at Risk of
CVD or Carers
Staff,
Researchers and
Volunteers
Staff
Volunteers
Researchers
Elizabeth and
Jeremy Dennis Mike Amy Danielle Ryan
Judith and
David
Tony and
Barbara
Audiences for different business areas
Cross BHF audiences
Customers and Potential Customers
Customer and Potential Customers
Elizabeth and
Jeremy Dennis Mike Amy Danielle Ryan
Judith and
David
Tony and
Barbara
F&E and
standard
shoppers
Stock Donors Mass
Participation Legacy
supporters
Donors
People
Affected by
CVD, at Risk of
CVD or Carers
Health
Professionals
influencers
Volunteers
Elizabeth and Jeremy and Judith and David
Mike and Amy
Other segments
Our cause has a broad appeal (ultimately anyone who has a heart) but there are
hotspots of audiences who are more important to us
1. Segmentation Communication – communicate the segmentation
more broadly across the business
2. Embed audience thinking in each department - each department to
review the audience strategy and carry out an analysis to see if any
changes need to be made to focus more on our priority audiences
3. Embed in the new 5 year strategy planning – feed audience insight
into the strategy development
4. Embed over time - create a Roadmap showing how we will move to
being audience centric, using an agile and test and learn approach
5. Central audience led planning - resource to coordinate marketing
planning across the BHF plus audience centric comms planning