Posts Tagged ‘Collective Intelligence’

Two Paradigms of Digital Activism: Empowering With Information Versus Engaging With Inspiration

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At the recent e-STAS Symposium on Technologies for Social Action, it became evident to me that there are two dramatically different paradigms of digital activism: empowering with information and engaging with inspiration.

In the first paradigm of digital activism, you work with a disadvantaged group that suffers from limited access to even the most basic information and tools for self-expression. So, you use simple-to-use digital devices like Nokia mobile phones and Flip video cameras and simple-to-use digital technologies like text messages and online video to enable them to access basic information and share their own stories. Frontline SMS, Ushahidi, Freedom Fone and Video Volunteers are good examples of the ‘empowering with information’ paradigm of digital activism.

In the second paradigm of digital activism, you work with a group that is anything but disadvantaged. This group is at ease with using always on internet and mobile devices, both for instantaneous access to information and for self-expression and social interaction. Here, the digital activist isn’t trying to solve a crisis of capability, but a crisis of caring. Here, the aim is not to empower with information, but to engage with inspiration. Move On and iJanaagraha are examples of the ‘engaging with inspiration’ paradigm of digital activism.

Usually people associate the ‘empowering with information’ paradigm of digital activism with emerging Asia and Africa and the ‘engaging with inspiration’ paradigm of digital activism with affluent North America and Europe.

At e-STAS, it became evident to me that these two worlds coexist in India. First, Osama Manzar talked about empowering 1.2 billion Indians by giving them access to information and a voice to tell their own stories firsthand. In the next session, I talked about inspiring 50 million young, urban, educated, connected Indians to use their already influential voices as engaged citizens, not only as consumers.

At e-STAS, it also became evident to me that activists who look at the world through the ‘empowering with information’ lens often limit themselves to using digital technologies to create and share content, while activists who look at the world through the ‘engaging with inspiration’ lens use content as the starting point to leverage the conversation, collaboration, community and collective intelligence layers of digital (social) technologies. So, the video of the 21 year old widow in rural Africa becomes the starting point of a campaign to end war, or a community that helps her collect enough money to buy a cow.

The point here is not that one paradigm is more important than the other; the point is that both paradigms co-exist, in more contexts than we think they do.

So, if you are an activist, think about whether you operate from the ‘empowering with information’ or ‘engaging with inspiration’ paradigm and ask yourself how your cause can benefit from both.

Imagining a Global Web Index of Our Strengths, Skills and Social Connections

Venessa Miemis (@venessamiemis) –

As we become more interconnected and accessible, we need to be able to search for each other not only by topic of interest, but by the types of people with whom we’d like to collaborate. I imagine an index that would travel with us around the web, comprised of our strengths, our skills, and our social connections. As networks take precedence in the way we orient ourselves on the web, it will be useful to have visual maps of how we’re connected. Our personal skill sets, knowledge, and expertise will become our virtual resumes, constantly updated and vetted in real time. And our strengths are our underlying ‘human factors’ that act as the foundation for our personal operating systems. This might emerge as a visualization, or possibly as a series of tag clouds, or as images, like archetypes or badges.

TOI Article on How Social Activists in India Are Using Social Networking Platforms

I was quoted recently in a TOI article on how activists are using social networking platforms.

I like how Indian social activists are using social networking platforms for fundraising, or creating awareness for their causes.

Isha Foundation’s $100K win in the Chase Community Giving Contest is a good example of non-profits using social platforms to get support for a cause for fundraising. A very persuasive lady from Isha Foundation even called me to ask me to write a post supporting their bid.

The Wall Project, Batti Bandh, The Bicycle Project and The Sapling Project have all got attention recently for using Twitter and Facebook for promoting their programs. The Pink Chaddi Campaign, Grassroutes, NGOPost, Bell Bajao and Blank Noise are some of my favorite examples of Indian digital activism campaigns.

However, using Facebook and Twitter to spread a brand-related or cause-related message doesn’t excite me anymore. I would be excited if activists used social platforms to enable collaboration, like Vote Report India did, or build a long-term community, like iJanaagraha is trying to do. I have earlier written about the need for activists to go beyond content and conversations, to tap into the collaboration, community and collective intelligence layers. Ellen Miller’s Sunlight Foundation is showing us how in the area of government transparency and accountability.

Here’s the full text of the TOI story –

Social networking sites are new age activist’s handiest tools
Mahafreed Irani, TNN

Facebookers had a new distraction last week: a request from 100 US based charities to vote for them so that they could mop up a cool one million dollars to pursue their ‘big idea’ to change the world. Thousands of users from India logged on to vote for their favourites like Give India and Isha Foundation in the Chase Community Giving race. For them, it was the easiest way to contribute to the cause.

Social networking sites have clearly moved beyond frivolous chatter and self-aggrandisement to a worthier cause: they’ve become the new age activist’s handiest tools. From bringing people together to beautify walls in the city (The Wall Project) and encouraging them to save electricity (Batti Bandh) to getting them to donate their old cycles to rural children (The Bicycle Project) and engaging them in sapling plantation drives (The Sapling Project), these sites have built up successful online movements and then dexterously steered them into real life.

The benefits of building a movement using the Internet are self-evident : no capital costs and speedier-thanspeedy responses. Every time Batti Bandh organiser Keith Menon has to make an announcement , he simply posts an update and the over 6,000 members and fans of the Batti Bandh community on Facebook get the news delivered to their inbox. Netizens from countries as far away as Czechoslovakia, New Zealand, Netherlands and Pakistan have joined the group and posted their views on the campaign.

Like Batti Bandh, the other three movements too were initiated in Mumbai and then went national thanks to the online momentum. Take the Wall Project—what started as a touch-up for a Bandra home has now become a movement with over 2,000 volunteers to beautify cities across India. After photographs of paint jobs of walls along Senapati Bapat Marg were uploaded, members from Bengaluru, Pune and Kolkata started discussing their own city walls on the forum. Parag Gandhi, one of the facilitating members , spends a few minutes giving direction to the conversation—the rest of the content, including photos, news and updates are user-generated.

A user in Pune who wants to paint walls asked, “We are a group of 50 people and very enthusiastic about painting. There is no doubt that we have many walls dying for a dash of colour but the Pune Municipal Corporation (PMC) won’t permit.’’ In response, a member was quick to post, “Forget the PMC, when they see the value you are creating they will automatically come to you. Find private walls, educational institutes, schools or hospital walls instead.’’

Catalysts for change are using Web 2.0 platforms to engage people and spread the word using already existing social networks. Some prefer using technology to initiate the campaign too. Just last month, two Mumbai techies Satish Vijaykumar and Ranjeet Walunj created a website, a Twitter profile to make sure their city could breathe easy. The internet was used as a propaganda tool for their initiative The Sapling Project. A few tweets and Facebook statuses later, over a hundred people had signed up for the sapling plantation drive. They met at Shivaji Park, collected saplings and now post updates about their saplings’ progress on Twitter, Facebook, Flickr and YouTube.

Impromptu acts of kindness have sprouted on Twitter too. Last week, tweeple from India started the T4H (Twitteristan for Haiti) by posting links to the Google Crisis Response page and the American Red Cross page to encourage their followers to donate. Popular tweeple like user ‘@b 50/Bombay Addict’ on Twitter posted updates like, “India gives $1m aid to Haiti. What? Rs 4.6 crore? That’s all we got? The daily turnover on BSE+NSE is Rs 80,000 crore.’’ and “The BMC will spend Rs 15 crore to clean Mumbai’s beaches. And that’s all we got?’’ to provoke his following of over 2,500 to donate.

On Diwali day last year, Twitter member Anaggh Desai decided to use the power of online networking to raise some money for charity. The 46-year-old Mumbai-based entrepreneur asked people to send him a Deepwish (Diwali greeting on Twitter) and pledged 25 paise for every wish that he received to Goonj, an NGO. Excited by the idea, 41 other tweeple decided to donate amounts ranging from 50 p to Rs 5 for every greeting tweeted at them. After 36 hours, Rs 55,000 was collected from tweeple all over India and even the US and Saudi Arabia towards educating the girl child.

The city also participated in two twestivals (offline meets organised and promoted online to collect funds for charity). The Mumbai chapter of the twestival last September collected Rs 40,000 for the NGO Help A Child.

Menon from Batti Bandh wants to leverage the power of the community on Twitter to facilitate car and taxi pooling . He is in the process of building an application that will let tweeple tweet their starting point and destination , show the route on Google Maps and allow other tweeters to join in.

However, there are dissidents. Social media researcher Gaurav Mishra thinks that online communities need to take their activities to the next level. “After a person has switched off electricity for an hour or planted one sapling, what next?’’ he asks. “Organisers have to decide on how they want to create sustained involvement .’’

Cross-posted at 2020 Social: Because Business is Social.

Business is Social: Here are Five Reasons Why

At 2020 Social, we believe that business is social. Here are five reasons why.

1. Consumer Generated Content: Your consumers are authors, photographers and filmmakers, all rolled into one. Tap into their creativity, ask them to interpret your brand.

2. Conversations: Your customers, partners and employees are talking about you, in public. Listen to them, reach out to them, engage them in a two-way conversation.

3. Collaboration: People work together in flow when they connect with each other as people. Create rich profiles and shared workspaces to enable people to help each other.

4. Community: Communities come together around a shared social object: a lifestyle, cause or passion. Build and nurture a community around a social object that is bigger than your brand.

5. Collective Intelligence: Customers, employees and partners can give you new ideas and insights. Observe their behavior, ask them for their ideas, recognize and reward them for their contribution.

While social platforms like Twitter, SMSGupShup, Facebook, Orkut, Flickr and YouTube are transient, the underlying value system consisting of these five archetypes, or 5Cs, is here to stay.

Ask us how
you can leverage these 5Cs to catalyze innovation and drive engagement, trial and advocacy amongst your customers, partners and employees.

Cross-posted at the 2020 Social blog.

My Talk on the Good and Bad Sides of Digital Activism at the CFP 2009 Conference

I recently spoke at a panel on “Online Activism Around the World” with Nancy Scola, Ralf Bendrath and Jon Pincus at the Computers Freedom and Privacy 2009 Conference.

Although I was supposed to speak about Vote Report India and digital activism in India, I ended up speaking about how social technologies are value-agnostic.

At each of the four levels of Content, Collaboration, Community and Collective Intelligence, social technologies can lead to both good and bad outcomes.

User generated content can be used to break news or spread propaganda. Collective action can be used to organize protests against a totalitarian regime or perpetrate violence against its detractors. Online communities can create cosmopolitan open societies or cult-like closed ones. Collective intelligence can be used to benefit consumers and citizens or profile them for surveillance or commercial exploitation.

Some highlights from the talks and the panel –

- Why real political change will not be brought about by online activism, but by using online engagement to build real world institutions.

- Why digital technologies don’t necessarily distribute power by default, but can also be used to centralize power.

- Why the Obama administration might be the most sophisticated propaganda machine in the human history.

I had fun being part of the panel. I hope you have fun watching it.

Social Media Analytics & the Five-Step Social Media Program

The 20:20 Approach to Social Media Analytics is based on nuanced understanding of the multi-layered nature of social media.

We recognize that social media programs can operate at any of the four levels of Content, Collaboration, Community and Collective Intelligence, and each layer has a corresponding set of metrics, which need to be measured using a mix of onsite/ offsite web analytics, network/ influence analysis and semantic/ content analysis.

We also believe that social media analytics is at the core of all the five steps of a social media program: planning, listening, understanding, engaging and monitoring.


20:20 Approach to Social Media Analytics Services

Step 1: Plan

- Start with shared understanding on strategic objectives.
- Identify metrics for each level in 4Cs Framework: Content, Collaboration, Community and Collective Intelligence.
- Select web analytics, network analysis and content analysis tools to measure identified metrics.

Step 2: Listen

- Set up keywords list and use tool(s) to crawl data.
- Use network analysis to identify relevant segments.
- Use machine content analysis to auto-tag data and identify related content clusters.
- Use human content analysis to deal with duplication, spam, slang, sarcasm and sentiment.

Step 3: Understand

- Aggregate analysis from multiple tools into a single dashboard or report.
- Set baselines for future benchmarking.
- Add context via consumer and market insights.
- Suggest social media strategy for each level in 4Cs Framework.

Step 4: Engage

- Identify tactics to implement social media strategy.
- Identify the social media tools best suited for the chosen set of tactics.
- Design social media tools to facilitate measurement.
- Develop and deploy social media tools.
- Build and manage community around social media tools.

Ste 5: Monitor

- Select a smaller set of key metrics to regularly monitor against baseline benchmarks.
- Set up a real-time dashboard or periodical reports.
- Set up email alerts to report high deviations from benchmarks.
- Suggest course-corrections in strategy based on monitoring.

Ideally, a full service social media agency will offer all these services, but, as per our understanding, few, if any, agencies are set up to offer them on their own.

20:20 Web Tech adds value to social media analytics by adding a human layer on top the technology. As we are based in India, we are uniquely positioned to exploit the social media outsourcing opportunity presented by India’s tech-savvy, English-speaking workforce.

Our holistic approach to social media analytics and our unique positioning is reflected in our service offerings.

We offer three types of services –

- Our Core Services are underlined in blue in the graph above. These are the services we specialize in. These are the services you should come to us for.

- Our Supplementary Services are underlined in gray in the graph above. We often offer these services via our international partnerships, but we also have strong capabilities in many of these services.

- We recognize that the other services outlined above are also important, but we aren’t set up to offer them as of now, as they are best offered by an agency that intimately understands the nuances of your market and business.

As we are based in India and not set up to offer hands-on account management, we would encourage you to ask your digital advertising agency, public relations firm, social media agency or social media analytics vendor to partner with us.

To start a conversation on how we can help you plan, design and measure your social media programs, write to us at gaurav AT 2020webtech DOT com.

Cross-posted at The 20:20 Social Media analytics Blog.

The 20:20 Approach to Social Media Analytics

20:20 Social Media Analytics Blog

Introduction: The Problem With Social Media Analytics

The 20:20 Social Media Analytics Blog aims to become your preferred resource on the best practices in social media monitoring and measurement, by cutting through the confusion on what to measure and how to measure it.

Let me assure you that there is much confusion to cut through in the area of social media analytics.

The discussion on social media analytics is dominated by three different narratives.

According to the first business-as-usual narrative, the metrics we measure on social media should be the same business metrics we measure otherwise. The metrics might include lead conversions for the Sales function, brand loyalty for the Marketing function and customer satisfaction for the Customer Support function. The decision on whether to invest in social media programs should be taken based on the relative effectiveness of these programs to achieve business objectives.

According to the second ad-value-equivalence narrative, buzz is the single most important metric to track on social media. The decision on whether to invest in social media programs should be taken based on whether the value of the buzz created by these programs is higher than the visibility generated by spending the same money on advertising.

According to the third markets-are-conversations narrative, social media is about engaging in conversations and building relationships and businesses shouldn’t even be trying to measure it. A version of this narrative argues that social media is a fundamental game changer and businesses that do not adapt to it will risk being left behind. So, not engaging with social media isn’t a viable alternative for businesses anymore.

We think that all three narratives are flawed because they fail to factor in the multi-layered nature of social media. As a result, most of the discussion revolves around the relative merits of focusing on “return on investment (ROI)” or “engagement”, while no one really agrees on what these terms mean.

In this post, I’ll explain the 20:20 Approach to Social Media Analytics, which is rooted in a unique understanding of how social media works.

The 4Cs Social Media Framework

20:20 Web Tech Approach to Social Media Analytics: What is Social Media?

Instead of getting distracted by the tools and the terminologies, we focus on the four underlying themes in social media, the 4Cs of social media: Content, Collaboration, Community and Collective Intelligence. Taken together, these four themes constitute the value system of social media.

The first C, Content, refers to the idea that social media tools allow everyone to become a creator, by making the publishing and distribution of multimedia content both free and easy, even for amateurs.

The second C, Collaboration, refers to the idea that social media facilitates the aggregation of small individual actions into meaningful collective results.

The third C, Community, refers to the idea that social media facilitates sustained collaboration around a shared idea, over time and often across space.

The fourth C, Collective Intelligence, refers to the idea that the social web enables us to not only aggregate individual actions, but also run sophisticated algorithms on them and extract meaning from them.

The 4Cs form a hierarchy of what is possible with social media. Each layer is often a pre-requisite for the next layer, and, as we move from Content to Collaboration to Community to Collective Intelligence, it becomes increasingly difficult to both observe these layers and activate them.

The 4Cs Approach to Social Media Analytics

20:20 Web Tech Approach to Social Media Analytics: What to Measure?

The 4Cs social media framework is useful for both designing social media programs and measuring their effectiveness.

At the Content level, the design challenge is to factor in the 1:9:90 rule, which says that 90% of all users are consumers, 9% of all users are curators and only 1% of the users are creators.

Content that is easy to find and easy to spread becomes popular, so the key Content metrics are popularity, virality and findability. Popularity metrics include pageviews, clicks and time spent. Virality metrics include comments, trackbacks, bookmarks, votes and retweets. Findabilty metrics include the entire range of search engine marketing (SEM) and search engine optimization (SEO) metrics.

At the Collaboration level, the design challenge is to raise the game from conversations to co-creation and collective action.

The key Collaboration metrics are conversations, contributions and transactions. Conversation metrics are similar to the quantitative virality metrics, but are more qualitative in nature, and factor in context, influence and sentiment. Contribution metrics include the quantity and quality of user submitted content, including feedback on current products/ processes and ideas for new products/ processes. Transaction metrics are primarily business metrics and include lead conversions, complaint closures and customer recommendations.

At the Community level, the design challenge is to identify a relevant social object and build a large and vibrant community around it.

The key Community metrics are membership, relationships and interactions. Membership metrics include the number and profile of the community members. Relationship metrics include the number and nature of connections between community members. Interaction metrics include the frequency and nature of interactions between community members.

At the Collective Intelligence level, the design challenge is to aggregate our individual and collective actions in databases, and run sophisticated algorithms on them to build reputation and recommendation systems.

The key Collective Intelligence metrics are sentiment, authority and predictability. Sentiment metrics include the strength and nature of positive and negative reactions, in a given context. Authority metrics include the influence of an individual or a group, within a given context. Predictability metrics include the precision and accuracy of the forecasts about the market or the company based on social media data mining.

As we move from Content to Collaboration to Community to Collective Intelligence, the nature of the metrics changes from simple to complex and the role of human analysis increases, as machine analysis reaches its limits.

The Social Media Analytics Triumvirate

20:20 Web Tech Approach to Social Media Analytics: How to Measure?

It’s impossible to measure all these metrics by any one tool or approach, so social media analytics needs to incorporate three different elements: onsite/ offsite web analytics, network/ influence analysis, and semantic/ content analysis.

Popularity, findability and transaction metrics are in the domain of web analytics. Membership metrics are in the domain of network analysis. Sentiment metrics are in the domain of content analysis. Virality metrics are at the intersection of web analytics and network analysis. Contribution metrics are at the intersection of web analytics and content analysis. Relationship metrics are at the intersection of content analytics and network analysis. Authority, conversation, interaction and predictability metrics need a combination of all three types of analysis.

In Summary: The 20:20 Approach to Social Media Analytics

Most “social media experts” don’t even think beyond creating content and seeding conversations in designing social media programs. When it comes to measurement, they inevitably limit themselves to popularity and virality metrics.

The 20:20 Approach to Social Media Analytics is based on a much more nuanced understanding of the multi-layered nature of social media.

We recognize that social media programs can operate at any of the four levels of Content, Collaboration, Community and Collective Intelligence, and each layer has a corresponding set of metrics.

We understand that it’s impossible to calculate “return on investment”, unless we define the sought after “return” first.

We appreciate that it’s not enough to focus on “engagement”, because engagement might mean popularity, virality, conversations, contributions, or interactions, separately or simultaneously.

We believe that social media analytics should use a combination of the tools and approaches from onsite/ offsite web analytics, network/ influence analysis, and semantic/ content analysis.

Finally, we believe that there are limits to machine analysis, and it’s important to add a layer of human analysis on top of the technology.

20:20 Web Tech wants to become the human layer on top of social media analytics technology, by exploiting the social media outsourcing opportunity presented by India’s cost-effective, tech-savvy, English speaking workforce.

Here is a small presentation on the 20:20 Approach to Social Media Analytics (PDF/ PPTX/ SlideShare) –

For more details, write to: gaurav AT 2020webtech DOT com.

Cross-posted at the 20:20 Social Media Analytics Blog.

Why Do I Write About Social Media and Social Change?

Someone asked me recently why I write about social media and social change.

I write about social media because it’s a multi-layered phenomenon that can lead to significant social change in terms of how consumers engage with businesses and citizens engage with civil society organizations and governments.

I have talked about the four layers of social media in my 4Cs of Social Media Framework.

The first C, Content, refers to the idea that social media tools allow everyone to become a creator, by making the publishing and distribution of multimedia content both free and easy, even for amateurs.

The second C, Collaboration, refers to the idea that social media facilitates the aggregation of small individual actions into meaningful collective results.

The third C, Community, refers to the idea that social media facilitates sustained collaboration around a shared idea, over time and often across space.

The fourth C, Collective Intelligence, refers to the idea that the social web enables us to not only aggregate individual actions, but also run sophisticated algorithms on them and extract meaning from them.

The 4Cs form a hierarchy of what is possible with social media. Each layer is often a pre-requisite for the next layer, and, as we move from Content to Collaboration to Community to Collective Intelligence, it becomes increasingly difficult to both observe these layers and activate them.

I write about social media because we understand it only at a surface level and there is so much more to learn, both in terms of “understanding how it works” and “understanding how to work with it” (which are two different things).

While most “social media experts” are focused on using social media for developing a personal brand, building business relationship and making more money, I write about using social media for social change because that’s what I find most exciting. Once all the hype around social media has settled down, we will realize that the biggest impact of social technologies is in the long term, on how they change the relationships between individuals and institutions, in the context of media, business, civil society and government.

The 4Cs Social Media Framework

The 4Cs Social Media Framework

The Need for the 4Cs Social Media Framework

Over the last year, I have had to explain how social media works to diplomats, defense officials, and academics and students focused on fields as diverse as international affairs, management and sociology.

I have found that first-timer find social media confusing because of two reasons.

The first reason is the excessive focus on specific social media tools. Many first-timers are introduced to social media via specific tools. Many ’social media experts’ who are practitioners rather than thinkers also focus on specific tools. Since social media encompasses many different types of tools, and each tool has specific characteristics and a steep learning curve, a toolkit approach can quickly become overwhelming. Blogging (Wordpress), microblogging (Twitter), video-sharing (YouTube), photo-sharing (Flickr), podcasting (Blog Talk Radio), mapping (Google Maps), social networking (Facebook), social voting (Digg), social bookmarking (Delicious), lifestreaming (Friendfeed), wikis (Wikipedia), and virtual worlds (Second Life) are all quite different from each other and new and hybrid tools are being introduced almost everyday. Mastering each tool individually seems like a lot of work and a lot of people give up even before they begin.

The second reason is a clear definition of what social media is, even within the social media community. Different thinkers and practitioners use different terms to describe similar tools and practices. Terms like social media, digital media, new media, citizen media, participatory media, peer-to-peer media, social web, participatory web, peer-to-peer web, read write web, social computing, social software, web 2.0, and even crowdsourcing and wikinomics can mean similar or slightly different things depending upon who is using it. Journalists, marketers, entrepreneurs, venture capitalists, software vendors and academics approach the space from their own perspectives and have their own preferred terms. Used precisely, these terms can mean very different things. However, very few people use these terms precisely and almost nobody agrees on the exact definition of these terms.

The 4Cs Social Media Framework

My own approach to social media is both tool-agnostic and terminology-agnostic. So, I use the term social media to encompass all the tools and all the practices that are described by the terms I mentioned above.

Instead of getting distracted by the tools and the terminologies, I focus on the four underlying themes in social media, the 4Cs of social media: Content, Collaboration, Community and Collective Intelligence. Taken together, these four themes constitute the value system of social media. I believe that the tools are transient, the buzzwords will change, but the value system embedded in these 4Cs is here to stay. So, let’s look at these 4Cs in some detail.

The First C: Content

The first C, Content, refers to the idea that social media tools allow everyone to become a creator, by making the publishing and distribution of multimedia content both free and easy, even for amateurs.

User generated content, and the hope of monetizing it through advertising, is at the core of the business model of almost all social media platforms. User generated content is also at the core of citizen journalism, the notion that amateur users can perform journalist-like functions (accidentally or otherwise) by reporting and commenting on news. Citizen journalists have repeatedly emerged as critical in crisis reporting and several citizen journalist platforms have emerged to harness their potential to report hyper-local news.

However, just because everyone can become a creator doesn’t mean that everyone does. Most users prefer to consume user generated content, by reading blog, watching videos, or browsing through photos. Some user curate user generated content, by tagging it on social bookmarking websites, voting for it on social voting websites, commenting on it, or linking to it. Researcher have found support for the 1:9:90 rule in many different contexts. The 1:9:90 rule says that 90% of all users are consumers, 9% of all users are curators and only 1% of the users are creators.

The Second C: Collaboration

The second C, Collaboration, refers to the idea that social media facilitates the aggregation of small individual actions into meaningful collective results.

Collaboration can happen at three levels: conversation, co-creation and collective action.

As consumers and curators engage with compelling content, the content becomes the center of conversations. Conversations create buzz, which is how ideas tip, become viral. Many social media practitioners who are from a marketing or public relations background are focused on creating conversations.

However, some of us recognize that conversations are a mere stepping stone for co-creation. In co-creation, the value lies as much in the curated aggregate as in the individual contributions. Wikis are a perfect example of co-creation. Open group blogs, photo pools, video collages and similar projects are also good examples of co-creation.

Collective action goes one step further and uses online engagement to initiate meaningful action. Collective action can take the form of signing online petitions, fundraising, tele-calling, or organizing an offline protest or event.

Even though conversations, co-creation and collective action are different forms of collaboration, the difficulty in collaborating increases dramatically as we move from conversations to co-creation to collective action. The key is to start with a big task, break it down into individual actions (modularity) that are really small (granularity), and then put them together into a whole without losing value (aggregating mechanism). It is also important to bridge online conversations into mainstream media buzz and online engagement into offline action.

The Third C: Community

The third C, Community, refers to the idea that social media facilitates sustained collaboration around a shared idea, over time and often across space.

The notion of a community is really tricky because every web page is a latent community, waiting to be activated. A vibrant community has size and strength, and is built around a meaningful social object.

Most people understand that a community that has a large number of members (size) who have strong relationships and frequent interactions with each other (strength) is better than a community which doesn’t. However, a community is more than the sum total of its members and their relationships.

People don’t build relationships with each other in a vacuum. A vibrant community is built around a social object that is meaningful for its members. The social object can be a person, a place, a thing or an idea. The Netroots community is built around progressive politics in America. The My Barack Obama community was built around Barack Obama’s presidential campaign. The Obama Girl community was built around a series of videos Amber Lee Ettinger made to support Obama’s campaign. Sometimes, choosing the right social object can be crucial for building a vibrant community. HP can choose to build a community around printers, printing, or corporate careers, all of which will have very different characteristics.

The Fourth C: Collective Intelligence

The fourth C, Collective Intelligence, refers to the idea that the social web enables us to not only aggregate individual actions, but also run sophisticated algorithms on them and extract meaning from them.

Collective intelligence can be based on both implicit and explicit actions and often takes the form of reputation and recommendation systems. Google extracts the pagerank, a measure of how important a page is, from our (implicit) linking and clicking behavior. Amazon and Netflix are able to offer us recommendations based on our (implicit) browsing, (implicit) buying and (explicit) rating behavior and comparing it to the behavior of other people like us. eBay and Amazon assign ratings to sellers and reviewers respectively, based on whether other members in the community had a good experience with them. On the day of the 2008 US elections, the Obama campaign was able to assign trimmed down telecalling lists to volunteers by ticking off the names of the people who had already voted.

The great thing about collective intelligence is that it becomes easier to extract meaning from a community as the size and strength of the community grow. If the collective intelligence is then shared back with the community, the members find more value in the community, and the community grows even more, leading to a virtuous cycle.

The4Cs Social Media Framework in Summary

So, the 4Cs form a hierarchy of what is possible with social media. As we move from Content to Collaboration to Community to Collective Intelligence, it becomes increasingly difficult to both observe these layers and activate them. Also each layer is often, but not always, a pre-requisite for the next layer. Compelling content is a pre-requisite for meaningful collaboration, which is a pre-requisite for a vibrant community, which, in turn, is a pre-requisite for collective intelligence.

Although I designed the 4Cs framework to explain how I see social media, I have also found it to be a useful tools to evaluate specific social media initiatives. The best social media initiatives leverage all these four layers, but I have seen that most initiatives get stuck between the Collaboration and Community layers. Examples of social media initiatives that leverage the Community or Collective Intelligence layers are few and far between. It’s important to note, however, that each layer is valuable in itself, and it’s OK to design an initiative to only exploit the Content or Collaboration layers.

The 4Cs Social Media Framework Applied to Digital Activism

Let me explain what I just said my applying the 4Cs framework to digital activism initiatives.

Many digital activism initiatives like Social Documentary and Witness primarily focus on using social media tools to create and share compelling multimedia Content. Some of this Content generates Conversations and becomes viral and some of it might even lead to Collective Action. However, the focus is on Content.

Other initiatives, like Vote Report India or the Pink Chaddi Campaign, start off with a strong focus on Collaboration around a specific event. In its first iteration, Vote Report India leveraged Co-creation by creating a platform for collectively tracking irregularities in the 2009 Indian elections. The Pink Chaddi Campaign leveraged Collective Action by asking its supporters to send pink panties to the Sri Ram Sena as Valentine’s Day gifts. As these campaigns become successful, they try to move to the next Community level, but don’t always succeed in building a long-term community.

Very few digital activism initiatives are able to leverage the Community or Collective Intelligence layers. The Netroots community in the US, especially Daily Kos, Talking Points Memo and MoveOn.org, have been able to build a strong Community around progressive politics in the US. My Barack Obama leverage some aspects of Collective Intelligence during the 2008 presidential campaign.

What About You?

If you are a social media practitioner or a digital activist focused on the Content and Collaboration layers, I would urge you to think about how you can move to the Community layer. If you already run a vibrant community, I would urge you to think about introducing reputation and recommendation systems in it and leverage the Collective Intelligence layer.

If you are designing a new social media initiative, I would urge you to use the 4Cs Framework in the design and strategy phase itself. Perhaps, in phase one, you would want to start with a campaign built around Content and focused on Collaboration, with elements of co-creation and/ or collective action. You would do well to plan for a phase two which is focused on Community, with a dash of  Collective Intelligence built in. The question you want to ask yourself, then, is: how can I design a Collaboration based campaign so that it can be used to build a long-term Community?

If you are a journalist, analyst or academic in the business of understanding social media initiatives, you’ll find the 4Cs Framework really useful. What are the boundary conditions needed to succeed at each layer? What are the boundary conditions needed to move from Content to Collaboration, from Collaboration to Community, and from Community to Collective Intelligence? Can you think of other digital activism or social media initiatives that leverage the Community or Collective Intelligence layers?

Do share your thoughts.

Cross-posted at Digiactive, True/ Slant, Global Voices Advocacy and my fellowship blog.