October 20, 2009

Courtesy of Wonderfully Complex's photostream on flickr.
Word of mouth communities and networks using social software are increasingly spread over regional, national, and international borders, making them much more important to those who market branded products and services, online and off. The recent buzz around the concept of social business points to the growing importance of social networks and communities to the evolution of business practice. Whether companies are in fact closing the community gap or the engagement gap remains an open question though.
As Rachael Happe of the Community Roundtable notes in commentary on the Community Maturity Model:
in the stages before a company becomes truly networked, metrics are isolated to supporting one business process vs. in a networked business the whole business becomes social and the communities are set up to support cross-functional goals.
In other words, customer communities approaching maturity produce value for the business, or organizational enterprise, rather than only a specific functional area – such as research and development, product management, customer support, or marketing. Rachel’s overall point receives validation in a recent article in the September (2009) issue of the Journal of Marketing that reports on long term ethnographic research on brand communities by Professors Hope Jensen Schau, Albert M. Muniz, Jr., and Eric J. Arnould, “How Brand Community Practices Create Value .” The most interesting thought in the article for me is their point that customer competencies are a valuable resource for building co-creation opportunities in brand communities.
Unlike earlier discussions of customer competence, Schau, Muniz, and Arnould contend trying to co-opt customer competencies is the wrong strategy. Rather, their research findings suggest community management benefits from developing opportunities for customers to grow their competencies with the brand. They make it clear that their research indicates, ”Companies wishing to encourage co-creation should foster a broad array of practices, not merely customization.” In other words, don’t try to keep the community focus only on what benefits the brand as you define it.
The important point to keep in mind when discussing value in brand communities is that members create value for themselves through producing cultural capital distinguishing their status relative to the community, aside from the ROI and business value gained by the company owning the brand. Making sure members are provided opportunities to grow their competencies encourages them to reinvest their cultural capital in the brand community.
I discussed co-creation in several posts this past year in relation to eLearning 2.0 generally as well as Nokia and, back in 2005, its overall importance to the challenge of creating successful innovation, including the relevance of customer communities to innovation outcomes. The concept of customer competencies captures the overall significance of co-creation for efforts to produce value through engaging customers. However, Schau, Muniz, and Arnould offer the additional insight that the competencies critical to brand communities are developed through community practices. By practice they mean the linked, implicit way people understand, say, and do things. The term is further used to refer to the activities, performances, and representations (video, graphics, etc.) or talk of community members.
Experience designers can use the concept of customer competencies to inform choices about how to manage practices in customer communities.
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Collaboration, Customer Communities, Experience Design, Learning Experience | Tagged: brand, co-creation, Customer Communities, customer competence, Customer Experience, elearning 2.0, empathy, empathy with customers, engagement, Innovation |
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Posted by Larry Irons
September 22, 2009
Think about a closed business culture. Try to visualize what it looks like. What do you see? Does it look something like a pyramid?
Now, think about an open business culture. Try to visualize it. What image comes to mind? Does it look something like a spider web turned on its side?
These two imaginings pose similar relationships between their parts. A three dimensional pyramid flattened out is about the same shape as a spider web. It is a matter of perspective as to whether one is more open or closed than the other. When connections are made across, rather than only between, the existing nodes in a network we can start to visualize informal relationships in a way that adds value to discussions of culture. It sounds simple, at least initially.
So, how do these observations relate to culture and social business design?
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Experience Design, Innovation, Social Networks, social business design | Tagged: Customer Experience, Dachis Group, empathic research, Experience Design, multi-channel, service design, social business design |
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Posted by Larry Irons
August 27, 2009

Source: David Armano "Social Business by Design"
My first corporate position carried the title Methods Analyst, working for a large billing center serving a telephone company. One of my main tasks in that role involved learning how other employees performed their work and documenting it. On each project I typically spent several hours observing people work (what some today call rapid ethnography or guerilla ethnography) and then did in-depth interviews of the people I observed. Usually, at the end of my observation, I took responsibility for doing the work for a brief time under their watchful eye. In some sense you could say my work required me to continuously cross train in other people’s work, analyze the process, and write it up in a technical document. The main insight I took away from that experience was an appreciation for the importance played by empathy in effective collaboration.
First off, collaboration isn’t just about people sharing information to achieve common goals. Collaboration is about people working with other people to achieve common goals and create value. Advocates of Enterprise 2.0 sometimes make the fundamental mistake of arguing that collaboration is really only about achieving business goals, leaving the implication that incorporating social software into the work flow of organizations is sufficient. Even though goal-orientation is a big part of collaborating, collaboration requires more to achieve goals effectively. It requires shared experience. As Dev Patnaik and Evan Rosen recently noted, empathy and collaboration go hand in hand.
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Brands, Change Management, Collaboration, Customer Experience, Enterprise 2.0, social business design, social media | Tagged: Collaboration, Customer Experience, Dachis Group, Enterprise 2.0, social business design, social media, social network |
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Posted by Larry Irons
August 18, 2009
The emergence of social media provides people inside and outside organizations with a way to actively speak about, speak to, and engage the product and service offerings of enterprises. Currently, 25% of search results for the World’s Top 20 largest brands are links to user-generated content and 34% of bloggers post opinions about products & brands. Enterprises, on the other hand, listen to, engage, and act on insights gained from social media.
A recent study of social media engagement by Ben Elowitz and Charlene Li covered the 100 largest brands and, among other conclusions, noted that,
One recurring theme throughout these case studies is that engagement cannot remain the sole province of a few social media experts, but instead must be embraced by the entire organization.
Channels, policies, processes, touch points and transactions are increasingly viewed as parts of the social experience organizations use to encourage employees in collaboration (also known as — Enterprise 2.0), and engage customers in conversation (also known as — social media) for the purposes of innovation and transformation of the business. The common goal of the ongoing discussion involves transforming business practices to incorporate social relationships into the value proposition to customers and other stakeholders.
Integrating engagement into enterprises is crucial to strategic efforts to use social software throughout an ecosystem, inside and outside the formal organizational hierarchy, as social business design. My contention is that such integration is most likely to succeed with a focused approach to informal learning. In my last post, Scalable Learning and Learnscapes in Social Business Design, I offered the following point.
The concept of learnscape is a useful framework for thinking about the strategic challenge to the range of learning activities occurring as companies attempt to create feedback loops between their brand experience and the functional areas of their enterprise, especially in regard to the multidisciplinary collaboration needed to make these efforts successful.
The concept of a learnscape, initially outlined by Jay Cross, focuses our attention on designing ecosystems to heighten the innovation and performance of people. I lay out some thoughts about learnscapes and shaping ecosystems below, using key concepts from the Dachis Group’s framework, initially discussed in an earlier post on HP’s WaterCooler project. I don’t claim these insights provide proven techniques for shaping enterprise ecosystems. But, I do think they point in a useful direction for those thinking about Enterprise 2.0 and social media strategy to keep in mind. Read the rest of this entry »
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Collaboration, Enterprise 2.0, Social Networks, Web 2.0, social business design | Tagged: brand, Collaboration, Dachis Group, e-Learning 2.0, Enterprise 2.0, Innovation, learnscapes, social network, user experience, wiki |
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Posted by Larry Irons
August 10, 2009
About a month ago I read What Would Andrew Do?, an unbook by Jay Cross and friends. I’ve mentioned Jay’s work in previous posts dealing with elearning 2.0 and collaboration in informal learning. In particular, its important to remember that focusing on informal learning doesn’t mean we must disregard the relevance of formal learning because learning is never 100% formal or informal.
However, the term scalable learning probably does require a bit of clarification. After all, isn’t elearning supposed to scale to the size of the learning group and remain available when they need it, where they need it, as long as they are connected to the Web? Well, yes–and it does pretty much. Nevertheless, instructional designers too often fail to incorporate emergent learning requirements of the organization, the enterprise, into their learning architecture largely because the approaches used to evaluate learning content (whether elearning, blended, or instructor-led) do not incorporate assumptions about the larger ecosystem’s need for the co-creation of knowledge.
The concern for whether the learner is exposed to every thread of content in every course, and assessed for mastery of the information, tends to predominate design thinking about learning, and for compliance training sometimes this is required. However, too often, instructional design fails to focus on whether the learning scales to support the learner’s ability on-the-job to recognize a problem as a particular kind of problem, much less provide the ability to find the learning content that provides a solution.
I don’t intend to delve here into the minutiae of distinction possible between types of learning. Suffice it to say that when a learning architecture supports all types of learning along the range of formal, non-formal, and informal experience, it must design formal learning in small enough chunks to serve as resources for non-formal and informal learning activities. It also means that the knowledge created using non-formal learning (whether mentored or accomplished in collaboration with peers), or informal learning taken on its own, needs to become a performance resource in developing new formal learning content.
Jay contends that the performance challenges facing organizations are most aptly conceptualized as a learnscape, a concept initially articulated by John Seely Brown and Paul Duguid. In the August 2009 issue of Chief Learning Officer magazine, Jay offers the following synopsis.
Learnscapes are the factory floor of knowledge organizations. The “scape” part underscores the need to deal at the level of the learning environment or ecology…The “learn” part highlights the importance of baking the principles of sound learning into that environment rather than leaving it to chance.
John Hagel sees learnscapes as part of a global transformation of industrial society that he, John Seely Brown, and Lang Davison call the Big Shift: the move from institutions designed for scalable efficiency to institutions designed for scalable learning. Hagel’s thinking is relevant since, as I explain below, Jay uses the Push/Pull distinction to demarcate formal and informal learning. The basic insight is conveyed by Hagel, Brown, and Davison in their thoughts on Measuring the Big Shift:
Companies must move beyond their fixation on getting bigger and more cost-effective to make the institutional innovations necessary to accelerate performance improvement as they add participants to their ecosystems, expanding learning and innovation in collaboration curves and creation spaces. Companies must move, in other words, from scalable efficiency to scalable learning and performance. Only then will they make the most of our new era’s fast-moving digital infrastructure.
The participants that Hagel, Brown, and Davison refer to consist of consumers, customers, partners, and employees using social media to talk about, talk to, and engage the products and services, i.e. brands, that an enterprise markets. Don’t misunderstand the focus on performance in the discussion of scalable learning. It isn’t about the traditional focus on efficiency, pursuing ever leaner processes for the sake of officially recognized best practices. Rather, the focus is on creating the knowledge needed to adapt to emergent challenges and manage the flow of that adaptation through the enterprise’s ecosystem. For learning architecture it begins with understanding the importance of keeping the focus on distinctions between push and pull learning.
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Change Management, Collaboration, Enterprise 2.0, e-Learning 2.0 | Tagged: Big Shift, elearning 2.0, Enterprise 2.0, informal leaning, learnscapes, Push/Pull, socia network, social business design, social computing, unbook |
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Posted by Larry Irons
August 1, 2009

Thanks to Tony Karrer, Skilful Minds is now a Featured Source for the eLearningLearning Community. The focus on eLearning offered here so far covers issues in experience design for the learning process. As the influx of social computing into the learning processes of organizations continues, the focus of Skilful Minds’ concern with eLearning is shifting to targeted discussions on how to design for effective informal learning experiences within an ecosystem of learners.
Jay Cross calls the domain a Learnscape, a design approach for developing co-creation, innovation, and self-service learning to shape the relationship between knowledge work and informal learning. As our discussions of social business design imply, the focus on learning and the social software stack needs to extend beyond the edge of organizations to their larger ecosystems, including consumers, customers, and strategic partners.
1 Comment |
Learning Experience, e-Learning 2.0, social media | Tagged: informal learning, Learning Experience, learnscape |
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Posted by Larry Irons
July 15, 2009

Social Media Snake Oil?
Does your organization approach using social media in its business as something to fear or as something to evangelize? Several recent observers note that incorporating social media into business involves changing the culture underlying communication patterns and decision-making in many large organizations.
Amber Naslund, for instance, tells us that adopting social media means changing the mindset on how to do business. In particular, she says using social media in business means “giving your customers a visible, valuable say in how you do things, and having the faith that doing that is just good business.” On the other hand, Caroline Dangson, of IDC contends enterprises aren’t yet sold on social media and that “there are executives still fearful of the transparency that comes with the social media spotlight.” Specifically, Caroline says that,
Corporate culture has everything to do with adoption of social media. I believe the number one factor preventing full adoption of social media is the lack of executive trust in employees. This culture is about control and creates a workplace of silos. This type of workplace is not set up to be social and the silos are barriers to worker productivity.
So, here social media sits, between fear and faith. Needless to say, the truth about social media’s implications for business design lies somewhere in the middle. The fact of the matter, as Todd Defren tells us, is that we need to begin seriously discussing “how Social Media Thinking will impact the greater whole of the company.”
As noted in an earlier post, keeping in mind the distinctions between formal, process-oriented organization and informal, practice-based organization is crucial in thinking through the collaborative challenges posed by social software for enterprises and designing for the experiences supported. We can learn a bit about the complexity of the challenges involved by considering a recent framework offered on social business design by the Dachis Corporation team and discussing the way it relates to a recent report on an experiment in enterprise social media at the Social Computing Lab of HP Laboratories.
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Brands, Change Management, Collaboration, Innovation, Social Networks, Web 2.0, social business design | Tagged: Customer Experience, Enterprise 2.0, Experience Design, social business design, social media, socialCRM, Web 2.0 |
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Posted by Larry Irons
July 7, 2009

David Armano recently asked the question, Is the Hub and Spoke Model Adaptable? Anyone who ever worked on a project team in a large organization, especially corporate enterprises, probably recognizes the hub and spoke team design depicted in the graphic above. In this post I take a closer look at the hub and spoke design’s purpose in hierarchical, bureaucratic, organizations–the kind associated with industrial society. Our next post discusses how David answered his question and what an adaptable hub and spoke model implies for social business design.
Project management, typically consisting of one or more team leads clustered in the hub, considers the failure of any spoke’s functional work practices to align with approved best practices as evidence of process ignorance, a failure of competence in following the detailed process requirements in the team’s project plan, not a failure of the organization’s adaptive capability. The hub and spoke model’s basic idea is that a matrix-organization, consisting of cross-functional project teams, optimizes the traditional hierarchical organization by adding increased flexibility in responding to market demands for innovation in products and services, and maintaining adherence to a standard management process. However, as Rob Cross and Robert Thomas observe in their recent book, Driving Results Through Social Networks,
…most projects and processes are enabled by productive networks that form among some (but not all) team members in combination with relationships that bridge to key resources and expertise outside of the team.
In other words, much of the collaborative effort going into innovation projects also involves social networks that aren’t part of project teams. Instead, these networks emerge from relationships with others in the enterprise, or from outside friends and associates. Perhaps this is one of the reasons that some research into geographically distributed teams shows that on average, only 75% of the employees on any given distributed team agree about who is, and who is not, on their team. The challenge increases in importance as project teams form and disband more rapidly to manage risk and opportunity, thereby increasing the already fuzzy distinctions of formal organization, i.e. official teams, and informal organization, i.e. social teams.
Ross Mayfield summarized the point well in the following observation:
Process is “how work should be done.” And Practice is “how work is actually done.” When process fails (exceptions), people use practice to fix things. When process doesn’t exist, practice fills the void. While people don’t realize it when they engage in practice, they actually are tapping into community — an informal social network within or beyond the enterprise to discover expertise and get things done. The problem is that we haven’t had the tools to support good practice. The problem is that we haven’t developed the group memory around practice that creates institutional leverage. In fact, we still design organizations to prevent practice and cultures that hoard knowledge and communities.
I suggest that the real value of social business design comes from the promise it holds for enabling management practices to develop to deal with the following fact: Social networks do not respect organizational walls, they never did.
Shared experience, not just shared information, is fundamental to the social networks underlying collaboration and innovation. Many, if not most, employees don’t only need to get to know one another through reputation systems, like who people tag as possessing expertise. As Thomas Vander Wal continues to point out, comfort with one another is needed to develop a shared experience that encourages the open sharing of information.
Collaboration means getting to know that other employees possess expertise on this or that topic, but also developing comfort with one another by sharing significant symbols relating to self, family, friends, and social activities, thereby understanding one another as people. Shared experience with co-workers and customers is a key factor in innovative business practices. It is especially important to multichannel collaboration.
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Brands, Change Management, Collaboration, Experience Design, Social Networks, social business design | Tagged: Change Management, Enterprise 2.0, Experience Design, project management, social business, social capital, social software stack, Web 2.0 |
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Posted by Larry Irons
May 20, 2009
I first took real notice of the term “social business” in a post early this year over at Peter Kim’s blog. The concept of social business is not limited to those enterprises seeking to “generate social improvements and serve a broader human development purpose,” though these are certainly admirable goals. Rather, social business is increasingly discussed as a frame of analysis for considering the business implications of large numbers of people using web 2.0 technologies, especially social media, within corporate enterprises as employees, or outside them as customers.
Channels, policies, processes, touch points and transactions are increasingly viewed as parts of the social experience organizations use to engage employees in collaboration, and customers in conversation. The common goal of the discussion involves transforming business practices to incorporate social relationships into the value proposition to customers and other stakeholders.
My recent reading of Wired to Care by Dev Patnaik (with Peter Mortensen) provided some basic insights for me in thinking about the development of social business practices. I highly recommend it to anyone with an interest in the intersection of experience design and organization. The book explores the concept of empathy in a manner that speaks to the social business discussion by pointing out that the result of a transformation is more than adoption of new technologies such as social media.
Wired to Care offers an approach to organizing business as well as creating design insights on how to engage customers to improve products and services. One of my earliest posts on Skilful Minds, Break the Golden Rule with Customer Dialogue Support, offered the following observation,
Many “customer care” approaches call for treating customers the way you’d like to be treated—the so-called Golden Rule. Treating customers the way we, as service providers want to be treated implies that we inherently know what’s best for them. A customer dialogue approach alternatively assumes that customers know, or can quickly learn, what’s best for them as individual customers. We need to treat customers the way their actions indicate they want, not the way we would want to be treated as a customer.
Reading Wired to Care persuaded me that my previous point only moved the discussion a part of the way to an understanding of the nuances of the Golden Rule for business. Wired to Care offers an interesting point of view on the limitations inherent in the traditional understanding of the Golden Rule, while contending that a full appreciation of it reveals truths about us as individuals, and our relationship to organizations, whether as employees or customers. It outlines three levels of the Golden Rule:
- “Do unto others as you would have them do unto you” — the most basic level with limited efficacy unless people share the same view of the world
- “Do unto others as they would have done to them” — requires increased empathy to distinguish the wants and needs of individuals
- “Do unto each other as we would have done unto us” — provides for empathy by focusing on “how we’d all like to be treated, inside the company and out,” yet also recognizes that good business practice might additionally require treating people “better than they expect to be treated”
Dev contends that the third level of the Golden Rule provides a basis for integrating empathy into the everyday practices of organizations. Though he does not use the term social business, Dev’s analysis offers a foundational strategy for implementing social business through the concept of an Open Empathy Organization.
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Brands, Change Management, Experience Design, Innovation, social business design | Tagged: brand, Customer Experience, dev patnaik, empathy, empathy with customers, Experience Design, Golden Rule, open empathy organization, social business, wired to care |
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Posted by Larry Irons
April 20, 2009

- The Cynefin Framework
As noted in a previous post, the promises made by brands are increasingly judged on whether they converge with the customer experience across channels of service in organizations. The challenge is a longstanding one for all organizations. However, the increasing adoption of social media makes the challenge more pressing as word of mouth (WOM) from customers, suppliers, competitors, or others amplifies their ability to communicate their experience with your brand to others. Word of mouth communities and networks using social software are increasingly spread over regional, national, and international borders, making them much more important to those who market branded products and services, online and off.
Speaking the language of customer-centricity is not good enough. Companies must talk-the talk and walk-the-walk for brand strategy. Brand strategies are most effective when based in the design and delivery of business services themselves. Listening to the conversations people engage online about a topic (such as your brand), and eliciting the participation of those people in the development and refinement of products and services, are two key parts of an experience design strategy. Even though you may think this is a “Duh!” insight, consider recent findings on the engagement gap.
PriceWaterhouseCooper’s 12th Annual CEO Survey recently reported that most CEOs,
…believe that data about their customers (94%), brand (91%) and employees (88%) are important or critical to long-term decision-making. However, strikingly low percentages of CEOs say they have comprehensive information in these and other critical areas that contribute to organisational agility. Just 21% have comprehensive information about the needs and references of customers and clients. Less than one third feel they have all the information they need about reputation (31%) and the views and needs of employees (30%).
Not surprisingly, the ability to anticipate customer needs is the widest gap between the information CEOs report they need to make decisions about the long-term success of their businesses, and what they currently possess. This post explores the Cynefin (pronounced cunevin) Framework as a helpful approach for thinking about the importance of dialogue with customers in efforts to bridge insight and action.
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Customer Communities, Customer Experience, Experience Design, Social Networks, social media | Tagged: brand, co-creation, community, Customer Experience Management, Cynefin Framework, dialogue, Experience Design, social media, WOM, word of mouth |
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Posted by Larry Irons
April 6, 2009
The topics discussed at Skilful Minds fall in a range of challenges involved in translating strategic business goals, and the complex needs of people, into exceptional experiences, for employees who provide products and services and those who consume them, whether the latter are customers, users, learners, or just plain people. Commentators and practitioners of experience design tend to focus on the latter while largely ignoring the former. A few recent posts by influentials speak directly to these concerns and merit specific attention for their insights into experience design and brands.
The underlying theme is that brands are not simply about the way customers view products and services. The way employees engage customers in the design, development, and delivery of those products and services is also crucial to brands. However, exhorting employees to live the brand and talk customer-centricity is a prescription for failure when isolated from transformational changes to a company’s engagement with customers.
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Brands, Change Management, Customer Experience, Experience Design, social media | Tagged: brand, Customer Experience, dialogue, Experience Design, PR 2.0 |
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Posted by Larry Irons
February 23, 2009
Good service is one of those experiences most of us recognize when we get it. Much of the time though, a good service experience is as much a result of how learnable the provider makes its business processes, the context of the service, as it is the products and services themselves. I discussed this a couple of years ago in a post on the importance of a dialogue strategy for customer experience management. A dialogue strategy builds on the assumption that companies learn more from customers when customers learn from them. More recently I noted that,
The increasing maturity and diffusion of social media over the ensuing years makes it clear that a dialogue strategy provides a coherent framework for communications, whether addressing collaboration, innovation, marketing, sales, support, or branding. The key to the process is understanding customers, attracting them, engaging them, and learning from them to improve products and services, thereby strengthening your brand…
Strategists increasingly recognize that listening to customers, engaging them in dialogue, and acting on what is learned lies at the heart of experience design’s relevance to brands, customers, and social media.
These insights are relevant to the current shift in focus for experience design, from primarily emphasizing the design of products to also emphasizing the design of services, as exemplified in Peter Merholtz’s recent series in Harvard Business online. Okay, you may ask, how does this all relate to eLearning and learnability?
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Collaboration, Experience Design, Learning Experience | Tagged: business process, call center, Customer Experience, e-Learning, eLearning, elearning design, Experience Design, learnability |
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Posted by Larry Irons
January 27, 2009

We Need A New Box
A recent report from the Chief Marketing Officer Council provides an interesting set of insights into the engagement gap. The engagement gap refers to the difference between the influence of the Internet in consumer decision making and the amount of spending, and effort, by corporations and government agencies in trying to interact with and shape the thinking behind those decisions.
The CMO Council report summarizes the overall results of the survey as follows:
What we are seeing is much stronger sensitivity to engage directly with customers and learn more about what shapes, influences and impacts purchasing decisions and intentions to do business. The move to quantify “customer affinity” and increase “customer advocacy” has become a new measure of marketing effectiveness…
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Brands, Experience Design, social media | Tagged: brand monitoring, engagement gap, Experience Design, listening platform, social media marketing |
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Posted by Larry Irons
January 16, 2009

Social Networks that Matter
Without going into links to specific posts, I’ve noticed a trend among many blogs I try to keep up with over the past couple of years. I can’t count the number of times I’ve seen prominent bloggers post publicly about having to pare down the list of RSS feeds they read, or tweets they respond to. Since Peter Kim’s blog is the most recent instance of the trend I’ll use one of his recent posts as an example of what I mean. Peter noted that he increasingly hears an echo chamber across social media blogs in which the same content, case studies, anecdotes, etc. gets repeatedly posted and commented on. More cynical observers might contend that the complaints about information overload from influentials is a little like strutting in front of a crowd. Nevertheless, it is difficult to dispute the point that attention is a scarce resource on the Web. So is engagement.
Ross Mayfield recently pointed to a study published by researchers at the Social Computing Lab of HP Laboratories that addresses the point succinctly by pointing to constraints on friendship in directed social networks such as Twitter. A directed social network is characterized by an absence of explicit reciprocity constraints, fifty people can follow one person without that person necessarily following any of them. First Monday’s most recent issue includes an article, Social Networks that Matter: Twitter under a Microscope, that reports on a study of Twitter users by Bernardo A. Huberman, Daniel M. Romero, and Fang Wu of HP Laboratories.
The authors analyzed data from 309,740 people using Twitter. They compared the network of interactions people actually engage in while using social computing technologies such as Twitter to the network of connections with whom one shares a social relationship. Networks of actual interaction are considered networks that matter by the authors.
By networks that matter we mean those networks that are made out of the pattern of interactions that people have with their friends or acquaintances, rather than constructed from a list of all the contacts they may decide to declare.
In other words, the research focused on reciprocity as well as connection in studying the social network of Twitter.
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Brands, Collaboration, Social Networks, Web 2.0, social media | Tagged: Dunbar number, hidden network, influentials, reciprocity, social media, social network, social networks that matter, twitter, viral marketing, word of mouth |
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Posted by Larry Irons
December 29, 2008
As a previous post noted, assessing the business value of instructional design involves more than measuring the contribution of formal training to Level 3 and Level 4 outcomes defined in the Kirkpatrick model. Training professionals also need to understand and support informal learning processes, on-the-job and off, that enhance performance. Most of the learning that produces business value occurs informally, dealing with exceptions to formal business processes, yet most of the attention paid to learning is focused on formal training.
One can reasonably say that Web 2.0 applications, such as social software and social media, are changing the relationships between instructional designers and subject matter experts much like those between customer communities and product designers. Both increasingly involve situations of co-creation.
The emerging recognition of eLearning 2.0’s importance to enhancing collaboration and performance means that training professionals, especially instructional designers, can add value to their employer/client’s business by learning to facilitate and manage the co-creation of learning content with employees, or even customers. Anyone experienced in instructional design in recent years is familiar with the general challenge of co-creation whenever they use information content for course design ( slide shows, documents, etc.) that subject matter experts originally created as a resource for a presentation. The presentation content too often is substituted for observation and in-depth interviewing as a first step in analysis.
Such Rapid eLearning, though shifting content development toward the subject matter expert’s control, maintains the traditional role of training in incorporating design principles. The process of co-creation in eLearning 2.0, on the other hand, shifts control over development and distribution of learning content toward subject matter experts willing and able to share what they know, especially when they see other people who need to solve familiar problems.
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Collaboration, Innovation, Learning Experience, Social Networks, e-Learning 2.0 | Tagged: co-creation, Customer Communities, e-Learning, e-Learning 2.0, eLearning, elearning 2.0, instructional design, kirkpatrick model, mzinga, social media measurement, social network, training, Web 2.0 |
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Posted by Larry Irons
December 22, 2008

Kirkpatrick Model
I recently attended a meeting of the St. Louis Chapter of the American Society for Training and Development (ASTD) to listen to a presentation on the Kirkpatrick model of training assessment, offered by Jim Kirkpatrick, the son of the model’s creator — Don Kirkpatrick. Jim’s major point was that most training departments fail to measure learning outcomes at Levels 3 and 4 of the model. Without detailing the Kirkpatrick model’s four levels of analysis, the following are Jim’s definitions:
Reaction: involves what training participants thought of the training
Learning: the knowledge, skills, and attitudes gained through the training
Behavior: the degree participants apply what they learned on the job
Results: the business results gained
Suffice it to say that the model provides a unique framework on how to assess the learning outcomes of training. However, practitioners are prone to overlook a key issue in measuring learning. I previously noted the following about the Kirkpatrick model.
It is not a stretch to contend that Level 4 measurement is as much about organizational learning and change management as it is about individual learning. In the e-Learning Guild survey on measurement practices, Roy Pollock characterizes this situation as the “Catch-22” for training and development. He notes that, “assessment of on-the-job application and results is as much or more an assessment of the transfer climate…as it is of the quality of the instruction” (p. 167).
Based on what I heard from Jim Kirkpatrick as well as Nick Denardo, a presenter from Edward Jones’ strategic learning services group, the point about organizational learning also applies to Level 3 measurement, to the extent that existing organizational practices either facilitate or impede application of competencies and sharing of knowledge learned from formal training, whether on-the-job, or just informally.
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Learning Experience, e-Learning 2.0 | Tagged: e-Learning, e-Learning 2.0, eLearning, elearning 2.0, kirkpatrick model, social media |
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Posted by Larry Irons
December 5, 2008

A month ago, Don Bartholomew asked the question, “Is 2009 the Tipping Point for Social Media accountability?“ Don summarized the meaning of his question about accountability as follows:
So far, the spirit of experimentation has provided a sort of ‘get out of jail free’ card with respect to having to demonstrate the value of digital and social media programs and initiatives. It looks like 2009 will change all that due primarily to three factors:
- the widespread awareness of social media use in a business context
- the economy
- the economy
In a similar tone, Peter Kim recently took up the issue of return on investment (ROI) of social media. His thoughts on the topic were a response to a post by Lewis Green. Lewis offers a distinction between focusing on ROI and focusing on business Value as two different, though complementary, ways of addressing the importance of social media to business.
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Brands, Customer Communities, Innovation, Web 2.0, social media | Tagged: Add new tag, ROI, social media, social media marketing, tipping point, VRM |
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Posted by Larry Irons