Wanted: Knowledge Assets - Dead or Alive?

There have been a few threads on LinkedIn KM groups on the topic of “knowledge assets” recently. It’s one of those words which gets thrown around by KM people without any agreed definition.  For many people, they are interchangeable with the term “information assets”, but sound sexier.  (Much like databases became “knowledgebases” a few years ago.)

Now I’m not going to assert definitions here – rather to give my view on the different perspectives, and share the way I distinguish between knowledge assets and information assets, building on the descriptions that Geoff and I wrote in “Learning to Fly”.

Speaking of flight, there’s something about butterfly collections which always leaves me feeling slightly saddened.   The colours and fragility are still there, but of course the life has gone.

I think we do well to remind ourselves that when we capture knowledge and write it down as information, we kill it. That’s not to say that the information is not immensely valuable, and may even have a long shelf life.

But it is dead.

Knowledge is information with the life still in it!

For me, the role of a knowledge asset is to consolidate the learning from a number of activities, and produce a distilled set of guidelines or recommendations, with (importantly) a clear and well-linked signpost to contact the source, to drill down into more detail and examples, and to contribute further stories to build the asset further.  Oh, and there’s some kind of mechanism for validating the input – ideally via a community of practice.  They keep it alive.

I've seen a lot of examples which start out as "knowledge assets", but quickly become "knowledge graveyards" because there is no community to own and refresh the content, and the links between the information and the authors/sources are not clear or maintained. Once you lose the connection between knowledge and the person who provided it, it's a bit like switching off its life support machine...

  • There is an "extractionist" school of thought out there which focuses on separating knowledge from an individual, then combining, distilling and packaging in into a convenient and accessible products.
  • And there's a "connectivist" school of thought which seeks to turn information into an advertisement for a conversation with the source.

I think the best knowledge assets combine these perspectives.   Too much extractionism (is that a real word?), and you can end up a logical but inflexible, self-reinforcing summary of the views of the editor-in-chief.  Too much connectivism, and you can get endless repeating, diverging threads and snippets which can be frustrating to draw insight from, and require too many phone calls to answer the all questions they elicit.

There are some topics which lend themselves to something approaching a “single version of the truth” (we call that known area “best practice” don’t we?), and for them, the logic of an extractionist-oriented knowledge asset will work.

Then there are topics which are more complicated, and benefit from the constant iteration and interaction of a connection-rich asset. (That’s knowable “good practice” in the Cynefin framework).

I suspect it’s in these two quadrants where knowledge assets add value. Shifting further to the left takes us on a journey into emergence and chaos where pre-packaged knowledge is unlikely to fit the bill, although the fragments and stories they contain may well be informative.

One of the LinkedIn discussions asked: "Is a cookbook was an example of a knowledge asset?"

My answer was:

... a cookbook isn't really a very good example of a knowledge asset because it represents a snapshot in time of a particular recipe, and doesn't usually provide me with an easy way to ask questions of the chef, or other cooks who are learning/experimenting/adapting... I would say it's really an Information Asset.  That's not a bad thing - I have a kitchen full of them!

However, a recipe *blog*, which has all the benefit of the book, but which is socially constructed, grows and develops, commented-on added to by other cooks and enthusiasts who ask and answer questions...  Now that feels more like a *knowledge* asset to me.

School. On reflection.

We spent some time with extended family over new year, and I overheard one of the younger boys, Ted, recounting his tales of mischief at school – and the subsequent punishments he had received.

I was perturbed to hear him say that the school no longer uses the word “detention” because it has negative connotations (Guantanamo has a lot to answer for...),

No, instead labelling staying late after school or missing break as “detention”, the children in this particular school  are threatened with.....                  wait for it...

 

Reflection!

 

Yes, the biggest threat that you can hold out to an eleven-year old is that of Reflection!

So Ted gets caught copying someone work, and is sentenced to a period of reflection until he’s learned his lesson.

In ten years time, Ted may well enter the corporate world where (if he chooses his employer wisely) he’ll be expected to copy the work of others, encouraged to take time to reflect, and to actively seek out lessons learned!

We don’t make it easy for them, do we?

Measuring Knowledge Effectiveness

Image A couple of weeks ago I spent a day with a Chemical manufacturing company, working with their business improvement (BI) community, 50 miles south of Milan.  The welcome was very warm, but the fog was dense and cold as we donned hard hats and safety shoes for a tour of the site.

One of the key measures which the BI specialists monitor is that of Overall Equipment Effectiveness – which is defined as:

OEE = Availability x Performance x Quality.

Availability relates to production losses due to downtime; Performance relates to the production time relative to the planned cycle time, and Quality relates to the number of defects in the final product.

It set me thinking about what a measure of Overall Knowledge Effectiveness for a specific topic might look like?

How do we measure the availability of knowledge?  Is that about access to information, or people’s availability for a conversation?

What about knowledge performance?  Hmmm. This is where a linear industrial model for operational performance and cycle times begins to jar against the non-linear world of sharing, learning, adapting, testing, innovating...

And knowledge quality?  How do we measure that?  It is about the relevance? The degree to which supply satisfies demand?  The way the knowledge is presented to maximise re-use?  The opportunity to loop-back and refine the question with someone in real-time to get deeper into the issue?

Modelling how people develop and use knowledge is so much more complicated than manufacturing processes.  Knowledge isn't as readily managed as equipment!

If we limit ourselves to the “known” and “knowable” side of the Cynefin framework – the domains of “best practice” and “good practice” - are there some sensible variables which influence overall knowledge effectiveness for a specific topic or theme?

So how about:

Overall Knowledge Effectiveness = Currency x Depth x Availability x Usability x Personality

Currency:  How regularly the knowledge  and any associated content is refreshed and verified as accurate and relevant.

Depth:  Does it leave me with unanswered questions and frustration, or can I find my way quickly to detail and examples, templates, case studies, videos etc.?

Availability:  How many barriers stand between me and immediate access to the knowledge I need.  If it’s written down, than these could be security/access barriers; if it’s still embodied in a person, then it’s about how easily I can interact with them.

Usability:  How well has this been packaged and structured to ensure that it’s easy to navigate, discover and make sense of the key messages.  We’ve all read lessons learned reports which are almost impossible to draw anything meaningful from because it’s impossible to separate the signal from the noise.

Personality:  I started with “Humanness”, but that feels like a clumsy term.  I like the idea that knowledge is most effective when it has vitality and personality. So this is a measure of how quickly can I get to the person, or people with expertise and experience in this area in order to have a conversation.  To what extent are they signposted from the content and involved in its renewal and currency (above)

Pauses for thought.

Hmmm. It still feels a bit like an "if you build it they will come" supply model.  Of course people still need to provide the demand - to be willing and motivated to overcome not-invented-here and various other behavioural syndromes and barriers, apply the knowledge and implement any changes.

Perhaps what I've been exploring is really "knowledge supply effectiveness"  there's a "knowledge demand effectiveness" equation which needs to be balanced with this one?

Hence:  Overall Knowledge Effectiveness is maximised when

(Knowledge Supply Effectiveness) / (Knowlege Demand Effectiveness) = 1

Not sure whether the fog is lifting or not.  More thinking to be done...

Does Social Networking makes your brain grow?

With thanks to Rob Cubbon http://robcubbon.com/sync-up-your-social-media-and-increase-your-tweets/ Ten year ago, we were hearing that London Taxi drivers have an enlarged hippocampus because of their encyclopedic (or should that be atlassian?) knowledge of London's roads.

Now the same research team in UCL are questioning whether social networking has a similar impact although the researchers do confess:

It's not clear whether using social networks boosts grey matter or if those with certain brain structures are good at making friends.

...so perhaps slightly cyclic reasoning?

I've wondered for a while whether we have a finite "namespace" in our brains, and once it's full (see why I didn't make it as a neuroscientist!), it starts to overflow and we forget people's names.

I can testify that changing my work relationship pattern from a single slowly-evolving large corporation to short assignments in 100 client organisations over the last 6 years has certainly helped to fill it up. My wife reports similar name-overflow challenges working a supply teacher.

Or perhaps it's just that we're just getting older!

Knowing, Telling, Writing, Acting.

I've had a couple of workshop events with clients in recent weeks where we have gone back to some of KM's first principles, using some foundational quotations. Polanyi's "We know more than we can tell" is a great one to explore, and I like David Snowden's build "..and we tell more than we can ever write down".

When it comes to KM having a real business impact though - actually changing something to generate value and/or create improvement - which after all, is the reason we do KM - then I think it's incomplete.

I'd like to add a third part to the picture (if I might be so bold as to stand on the shoulders of giants).

So here's the first viewing of a Polanyi/Snowden/Collison triptych.

We know more than we can ever tell,

we tell more than we can ever write down,

and we write down more than we ever act upon.

Posters. Yes, posters. Surprisingly effective social media!

Sometimes I come across organisations which have a way of working which naturally encourages the sharing of knowledge – so naturally, in fact, that they don’t realise that the way they operate is different from most other companies.

Posters – perhaps the most effective (and overlooked) social media?

I spent most of last week with a knowledge-friendly Swiss company which has developed a “poster culture” over the past 5 years.  Corridors, office walls – pretty much every piece of available  wall-space has a poster describing a project, initiative, programme, summary of an event, description of a team and its responsibilities.  Every corner you walk around, you pause and think “hmmm, that’s interesting!”.  They prompt interaction and conversation.

It’s a surprisingly simple low-tech thing, but it goes a long way to helping people discover what’s going on. No surprises. No closed doors.  It puts clear labels on the silos. (see my earlier post – “in defence of silos”)

The same company ran a workshop/conference to update the group on progress on several projects. Rather than using PowerPoint, went to the trouble (and expense) of producing large posters so that people could be walked-through their story.  I joined the groups who were circulating between different poster sessions, found myself reflecting on the dynamics.

Yes, in many cases, the posters looked a lot like several PowerPoint slides arranged side-by-side.  But even where that was the case, as the reader, I was still in control of which ones I read.  Whilst the presenter was talking, I could still flick my eyes back to the material she had just covered, and get a sense of what was still to come. If she’d showed me exactly the same slides, but in the more conventional linear sequence, projected on a screen, driven by the presenter - it would have been different – and I would probably have lost the plot.  In the poster environment, I had more control over my own journey through the story.  Pointing and asking “could you just clarify what you meant in that bit”, is much easier than interrupting the flow with “could you go back 4 slides – I think it was 4, perhaps 5 – no one more...”

In other cases, the poster-makers took full advantage of their canvas, and drew timelines, rollercoasters and journeys to illustrate their talks, and provided pockets of depth and detail in parts of the poster.  You just can’t do that with a conventional 4x3 slide.

Did it cost more?

Yes – $100 per poster – and large posters are unwieldy, require space and take time to put up.  Most companies don’t have 2A0 chart-plotters/printers in house – but don’t let that stop you.

Did it add more value?

Disproportionately yes, I would say.  Spend the money.  Plant some trees to offset the extra paper. Revel in the fact that you don't have a projector in the room.

Did it make best use of the knowledge in the room and encourage dialogue?

I hardly need to answer that.

Yes.  After my poster renaissance moment last week in Switzerland, it’s a +1 from me for this form of social media.

In defence of silos

Are we being too hard on silos? I regularly hear clients describing their workplace as being siloed. It’s common in public, private and third sector.

Sometimes people mean that their organisation is structured in silos.  Sometimes they mean that their information is managed in silos.  Sometimes they mean both.

As KM professionals, we can be a bit militant in our language when it comes to silos.

They have become our public enemy number one – we need to demolish silos, tear silos down, break silos up, eradicate silo working...  you get the picture!

A wise leader once challenged me with a simple question.  I was being evangelical about knowledge management, sharing and networking and painting a picture of how the company could be different if it was restructured with knowledge in mind. His thoughtful response was:

“That sounds really good Chris, but can you also tell me what we would lose?”

It’s easy to slip in to a mindset whereby we view our organisations as completely dysfunctional, and “only radical KM surgery can save them”. Of course that’s never true – and raises the dangerous prospect that in our quest to find knowledge-enabled improvement, we fail to recognise what’s good and working well, and how our actions can impact that.

So is the presence of silos always a bad thing?  They seem to work well for managing grain! Are there areas in your organisation where you need to collect, protect, store, securely develop, and preserve things of value for future use by others?

Perhaps it’s not the presence of silos which is the real issue, it’s their invisibility, anonymity and unnecessary impenetrability! The problems arise when people don’t know where the silos are, whether they are empty or full, how to access the content and who is working on them.  In which case, there will be times when smashing them down isn’t the solution.  It will be more appropriate to discover and  recognise them, map their existence, understand their contribution, check that there’s no duplication, open them up for access and/or contribution by others (inside and outside?) and finally  to communicate how others can get the benefits.

Here’s a quote from the Organisational Learning Strategy at TEAR Fund, who I had the pleasure of working with earlier this year.

We have a great deal to learn from each other across teams and groups, and so we need to reframe the idea of breaking down our silos, to one of opening them up.  We should be continually finding ways to build bridges between and within our teams and groups.  Silos are used to store grain, and our groups and teams need to nurture their learning, and then communicate it with others.

I think there's much more than a grain of truth in that.