User adoption. modelling, measuring and planning for success
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User Adoption
Modelling, measuring and planning for successAlice Sowerby, ClusterHQ
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Who are they?
What are they doing?
How can we track their behaviours?
Open source user
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Modelling
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Diffusion of innovations
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Stages
Stage 1: ContactUsers have exposure to the existence of the product, they have heard of it.
Stage 2: AwarenessUsers have an idea of what the product does in a broad sense, they know something about its context in the market
Disposition Threshold
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Stages
Stage 3: UnderstandingUsers know what the product can do and broadly what applications it has.
Stage 4: Positive perceptionUsers are building up the idea that this is a product that is of use to them and validating its potential place in their world.
Action Threshold
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Stages
Stage 5: ExperimentationUsers validate whether the product does more or less what they think it does by trying to achieve some limited test goals with it.
Stage 6: AdoptionUsers conduct a longer trial period with a real system to evaluate it for further use.
Reversibility Threshold
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Stages
Stage 7: InstitutionalisationUsers promote the product to their core stack and use it as a matter of course.
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Measuring
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Time to round up some data
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Data touchpoints
● Contact
● Awareness
● Understanding
● Positive Perception
● Experimentation
● Adoption
● Institutionalisation
Events
Website
Docs
Paid support
Ourblog
3rd party blog
GitHub Downloads
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Real data!
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Planning
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Mashup!
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Combining the models
Each user group needs different support as they move through the User Adoption stages.
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User groups’ adoption over time
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Innovators
AKA “Techies”
● Contact - They find you
● Awareness - Values their own and peers’ judgement over marketing
● Understanding- Likes to get into technical details straight away
● Positive Perception - Learns by doing and tinkering
● Experimentation - Dive straight in with trying the product for kicks
● Adoption - Personal projects, may be the final step
● Institutionalisation - Only if the innovator is the business owner
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Early Adopters
AKA “Visionaries”
● Contact - Seeking a breakthrough opportunity through new product
● Awareness - Looking for glimpses of new solutions
● Understanding- Needs to see benefits to assess a match
● Positive Perception - How can the product be used?
● Experimentation - Proof of concept, fast validation
● Adoption - High value, high risk projects
● Institutionalisation - As soon as possible to realise benefits
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Early Majority
AKA “Pragmatists”
● Contact - Exist in a mainstream environment
● Awareness - Seeking safe “forever” changes
● Understanding - Needs to see their own problems solved
● Positive Perception - Product has been validated in the mainstream
● Experimentation - Assessment of risk
● Adoption - Staged, low risk first
● Institutionalisation - Full process and tooling
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Late Majority
AKA “Conservatives”
● Contact - Knows mature products in a mainstream environment
● Awareness - Seeks de facto standards
● Understanding - Turn key solutions, serviced offerings
● Positive Perception - Full breadth eco-system and support
● Experimentation - May outsource this, seek consultancy
● Adoption - Managed project to introduce the organisational changes
● Institutionalisation - Full organisational change.
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Laggards
AKA “Skeptics”
● Contact - prefers to stay unaware
● Awareness - accepts change as last possible option
● Understanding - Hands off attitude
● Positive Perception - Needs to experience benefit with no risk or outlay
● Experimentation - Rejects unless zero effort
● Adoption - Ideally an invisible, incremental change
● Institutionalisation - Part of the furniture
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Actions
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Which user group at which stages?
Innovators contact→ adoptionEarly Adopters contact→ understandingEarly Majority contact
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Which user group at which stages?Innovators (contact→ adoption)
● Technical information● Blog posts● Access to engineers● Hackathons● 3rd party tech blogs
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Which user group at which stages?Early Adopters (contact→ understanding)
● Tech news● Leading edge events● Product vision● Access to decision makers
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Which user group at which stages?Early Majority (contact)
● Mainstream events● 3rd party specialists, resellers and integrators
Prepare for:
● Case studies● Support packages
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Thanks!
Alice Sowerby