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Knowledge workers fuel innovation and growth, yet the nature of knowledge work remains poorly understood—as do the ways to improve its effectiveness. The heart of what knowledge workers do on the job is collaborate, which in the broadest terms means they interact to solve problems, serve customers, engage with partners, and nurture new ideas. Technology and workflow processes support knowledge worker success and are increasingly sources of comparative differentiation. Those able to use new technologies to reshape how they work are finding significant productivity gains. This article shares our research on how technology can improve the quality and output of knowledge workers.
Knowledge workers are growing in numbers. In some sectors of the economy, such as healthcare providers and education , they account for 75 percent of the workforce; in the United States, their wages total 18 percent of GDP. The nature of collaborative work ranges from high levels of abstract thinking on the part of scientists to building and maintaining professional contacts and information networks to more ground-level problem solving. Think of a buyer for a retail chain whose distributed web of contacts span fashion designers in Tokyo to experts on manufacturing in Brazil.
For companies, knowledge workers are expensive assets—earning a wage premium that ranges from 55 percent to 75 percent over the pay of workers who perform more basic production and transaction tasks. Yet there are wide variations in the performance of knowledge workers, as well as in their access to technologies that could improve it. Our research shows that the performance gap between top and bottom companies in collaboration-intense sectors is nine times that of production- or transaction-intense sectors.1 And that underscores what remains a significant challenge for corporations and national economics alike: how to improve the productivity of this prized and growing corps of workers (Exhibit 1).
Unfortunately, the productivity measures for collaboration workers are fuzzy at best. For production workers, productivity is readily measured in terms of units of output; for transaction workers, in operations per hour. But for knowledge workers, what might be thought of as collaboration productivity depends on the quality and quantity of interactions occurring. And it’s from these less-than-perfectly-understood interactions that companies and national economies derive important benefits. Consider the collaborative creative work needed to win an advertising campaign or the high levels of service needed to satisfy public citizens. Or, in a similar vein, the interplay between a company and its customers or partners that results in an innovative product.
Raising the quality of these interactions is largely uncharted territory. Taking a systematic view, however, helps bring some of the key issues into focus. Our research suggests that improvements depend upon getting a better fix on who actually is doing the collaborating within companies, as well as understanding the details of how that interactive work is done. Just as important is deciding how to support interactions with technology—in particular, Web 2.0 tools such as social networks, wikis, and video. There is potential for sizeable gains from even modest improvements. Our survey research shows that at least 20 percent and as much as 50 percent of collaborative activity results in wasted effort. And the sources of this waste—including poorly planned meetings, unproductive travel time, and the rising tide of redundant e-mail communications, just to name a few—are many and growing in knowledge-intense industries.
There are some companies that already are tackling aspects of this collaboration–technology nexus. Cisco Systems, for example, set out to improve interactions between its technology specialist sales teams and enterprise customers. Frequent travel and stepped-up job requirements had resulted in overstretched teams whose effectiveness had become diminished. Cisco tackled the problem by mandating the use of its own video technologies, as well as other collaboration tools. The plan was straightforward: reach more customers and business partners by shifting a large portion of in-person meetings to virtual interactions. Policy and governance changes ensured that technology use became part of daily workflows and not an added task. Over an 18-month period, the initiative saved Cisco more than $100 million in travel and business expenses and reduced the company’s carbon emissions by 24 million metric tons. Internal surveys showed that 78 percent of the targeted employees reported increased productivity and improved lifestyles without diminishing customer or partner satisfaction.
Similarly, P&G has also adopted Web-based technologies to forge better links with partners and customers and to improve the flow of ideas across corporate and regional boundaries. It also set up ideas markets to gather and filter offerings from across the company and signed on with crowd-sourcing network InnoCentive to tap external experts to solve specific problems. In addition, the company used a collaboration strategy to broaden its product offerings and get more of them to market at a faster pace. It set a target of raising the proportion of new products sourced from outside its walls to 50 percent, from 35 percent. Besides the savings P&G realized from nearly a thousand fewer business trips each month, the company met its goals of shorter product cycle times and greater product innovation from external sources.2
But most companies are only beginning to take these paths. That’s because, in many respects, raising the collaboration game differs from traditional ways of boosting productivity. In production and transaction work, technology use is often part of a broader campaign to reduce head counts and costs—steps that are familiar to most managers. In the collaboration setting, technology is used differently. It multiplies interactions and extends the reach of knowledge workers. That allows for the speedier product development found at P&G and improved partner and customer intimacy at Cisco. In general, this is new terrain for most managers.
IMPROVING COLLABORATION
The interactive graphic that accompanies this article provides a synthesis of our view on how organizations can improve collaboration. It draws upon our work with companies, non-profit organizations as well as our own research and that of outside sources. The graphic’s multilevel approach to improving collaboration is based on the following steps:
1) classify workers by their workflow profile – the daily activities they do to perform their job
2) match new technologies to the workflows to extend collaboration efforts, improve effectiveness, and reduce inefficiencies
Click the image above to launch the interactive in a new window.
The discussion that follows is both a guide to the interactive and an elaboration on the thinking behind it.
Defining knowledge workers and how they work
As a first step, companies should take a fresh look at their workers, classifying them by how they collaborate. We have identified 12 types of collaboration work (see the interactive exhibit, “Collaboration types and tools”). Each of these is broken down into the day-to-day interactive activities (or workflows) that comprise these work classes. Today most organizations segment their employees by their positions within the corporate hierarchy. They are identified by job titles that, in many cases, obscure the kind of work they actually do. Take the title of manager. Seen through a collaboration lens, this title is often applied to several different collaboration types: in some, a manager builds teams, develops team members’ expertise, sets objectives, and encourages results; in others, a manager is more of an administrator who repeatedly executes processes (such as monitoring the work of others) to a certain standard. Many companies also award the title of manager to the consultant collaboration type – individual contributors who convene or take part in virtual teams to solve problems. Thus, improving collaboration should start with understanding employee workflows to get a more refined view how their work gets done.
At the same time, functional groups—such as sales and marketing, finance, and strategy—within organizations often divide into an array of job classifications that multiply over time. Yet these classifications don’t reflect the interactive aspects of the work. In our experience, jobs within many functional organizations can be grouped into a small number of collaboration types that reflect such interactions. This simplifies the task of improving collaboration. Take the case of one sales organization, where work was splintered into 50 distinct roles. Using interaction requirements as our guide, we found these roles reflected three basic collaboration types: sales people, managers, and administrators. In most sales organizations, each type of sales job is distinct and siloed: employees doing telesales and enterprise sales are given distinct corporate job codes and internal classifications, because they may have somewhat different skill sets. But the process workflows of these jobs are essentially the same—employees receive sales plans or quotas from management, build account plans, and generate and act upon sales leads, etcetera.
Applying technologies
Improving employee collaboration also depends on selecting the technologies that support their interactions. Companies can best do this by 1) understanding the specific requirements of interactive tasks; 2) identifying which tasks create disproportionate value for the organization; and 3) determining the types of inefficiencies and wasted efforts that bog down many interactions.
Requirements. Even within a given group of collaboration workers, the required interactions and technology solutions may vary substantially. For example, collaboration between two individuals working together on an account plan is very different from that of several dozen individuals meeting to coalesce around a sales strategy. Collaboration work, we have found, varies over a dozen such dimensions—including the scope of the collaboration (number of parties involved), which way information is flowing among the participants, whether participants exchange information equally, and whether the interactions stretch across functional or corporate borders. We examine these dimensions when assigning technologies to collaboration workflows.
Value. Not all interactions are created equal. Some organizations will prioritize focus on collaboration types and even specific activities based on their relative contribution to the organization’s objectives. For Cisco, this means a strong focus on partner and customer intimacy. For P&G, it is about increasing access to new ideas and speed to market. Other common objectives for collaboration initiatives include better talent management, business agility, and a reduced carbon footprint. Imagine the economic benefits for organizations able to double the number of inspired employees or triple the volume of new product releases.
Waste. We have documented 10 types of collaboration waste (Exhibit 2). In the case of managers, for example, effective collaboration demands that the manager not only agrees on specific objectives but also that he /she can communicate how to achieve them. Those efforts can be undermined by divergence (for example, sending teams in different, conflicting directions), misunderstanding (for instance, gaps between the message communicated and the resulting execution), and under- or overcommunicating, as well as other types of flawed interactions.
Web technologies can diminish the wasted efforts. Take the case of “searching”: inefficiencies arise when a staffer is unclear about which colleague within the organization may be tapped for specific knowledge to solve a problem. One remedy is network mapping, a technology that plots work relationships among individuals, reducing search time by providing insights into the pools of knowledge within the company,
Meanwhile, as more of knowledge workers’ output involves digital content, other forms of waste multiply. Fact checking, annotations, and edits lead to handoffs and serial revisions that we term “interpretation” waste. Similarly, as this digital information often must serve audiences across distribution channels—printed documents, PowerPoint slides, and videos, for example—inefficiencies arise from “translation.” At times content is needlessly reworked or even distorted as it crosses channel boundaries. Collaboration technologies such as Google Docs, Adobe’s Acrobat.com, or Microsoft’s OfficeLive allow for coauthoring and co-editing content documents. Since parties are frequently tackling the same project at the same time, translation and interpretation waste is reduced.
From our research on workflows across a variety of companies we are able to arrive at benchmarks for the most effective way of performing a task. With that knowledge we can identify inefficient practices and select technologies with which to improve them.
MOVING FORWARD
Furthering collaboration excellence demands mind-sets and capabilities that are unfamiliar and sometimes even counterintuitive to many business managers. It requires trusting your collaboration workers to arrive at creative solutions rather than enforcing top-down policies. Business managers should allow time and provide forums for collaboration workers to brainstorm solutions to productivity problems. Corporate technology providers will need to provide tools that are flexible enough to enable experimentation, so that usage and adoption are widespread.3
While the broad gains from better workforce collaboration have been apparent for some time, the management approach and tools needed to capture the benefits at the company level have been missing. By using the methodology outlined here, companies can improve productivity among the growing ranks of their knowledge workers.
1 This was measured as the average earnings before income, taxes, depreciation and amortization per employee.
2 Larry Huston and Nabil Sakkab, “Connect and develop: Inside Proctor & Gamble’s new model for innovation,” Harvard Business Review, March 2006, Volume 84, Number 3, pp. 58–66.
3 Michael Chui, Andy Miller, and Roger P. Roberts, Six ways to make Web 2.0 work, September 2009.
Jacques Bughin, Michael Chui, and Andy Miller, How companies are benefiting from Web 2.0, September 2009.
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The flash page on “Collaboration types and tools” is very pretty but, for me, a good example of an ineffective communication tool. It takes a very long time to click through all of the content. I bet that very few people do. Of those that do, how many people can later correctly recite the content?
A simple table or two may be boring but I expect that more people would read the content, read it faster, be able to recite more of it (given a decent table layout), and be able to to quickly refer to it later when choosing their collaboration system.
For example, try to answer the questions: (1) A Wiki tool will benefit which of the 12 types? (2) A wiki tool works best for what tasks?
If the authors have such a table, please post it or send it to me. Thanks.
Posted 24 January 2010, 06:25 by Brian West
In my view of the subject developed through personal experience and reading reports, it is clear to me that collaboration technologies enhance and explode the interaction possibilities that would otherwise not be possible due to constraints imposed by time, availability, relationship and trust and corporate budgets. Hence while we are redesigning processes to take advantage of collaborative technologies, it is important not to hardcode technology with business activities but instead to provide a range of technologies that can be chosen by knowledge workers to increase their effectiveness. In a way this is like keeping all channels open for interaction between customers and customer support function whether the channel is telephone, web, email or physical service desk. The choice of which channel to use ultimately rests with the customer and so should be the case with knowledge workers.
So given this view, I would recommend companies to build an infrastructure that encompasses all possible methods of collaboration and let it be available to processes with highest to high interactivity needs!
Posted 27 November 2009, 09:15 by Mayank Gupta
This is really a great article. In the last 10 years US is moving away from a production economy to a collaboration economy. This is evident from some of the best performing companies in the stock market do not really manufacture anything.
However in my opinion the word “collaboration” bundles three very different kinds of shall we say collaborations, which need their own set of technologies. They are: – Cooperation – Collaboration – Coordination
Further differentiating the three:
- “cooperation” employs linear procedures to leverage collective potential (if each participant does exactly ‘x’, then a predictable ‘y’ is the result)
- “collaboration” is different in that through nonlinear creative processes (no one knows exactly what they have to do until they do it, and even then the outcome is unknown) a shared understanding is created amongst the participants – one unique to those participants and that collaboration.
- “coordination” is required for all collective activities (bringing the parts together in a way that yields synergy)
There has been many technology innovation around collaboration and cooperation (WebEx) and other collaborating tools. However there has not been any major technology innovation in the area of “coordination”. If we relook at the number of people projected in the bucket of collaboration 47%, and also the example of say P&G, my assertion is that major percentage of them are coordinating.
Here are some more definitions of coordination:
Coordination or Co-Ordination is “the ability to reduce all-together, in oder to generate an only one all.” (Alessio Bissoli, 2006)
Coordination is the regulation of diverse elements into an integrated and harmonious operation. Coordination means integrating or linking together different parts of an organization to accomplish a collective set of tasks.
Today most of the coordination takes place over email, and leads to a heavy dependence on them and leads to $650B in loss productivity for corporations, and also at least 1-2 hours of organizing/ filing emails.
I think we need to wake up to the fact that there is a major need for a system which facilitates coordination.
Thanks
Ritu Raj
Posted 10 November 2009, 13:44 by Ritu Raj
I would like to respond to Pete DeLisi’s comment questioning whether technology is part of collaboration or whether that is purely a human quality. I argue that in today’s world of information overload, technology is the enabler that can make this very human trait possible. There is no way for people to process all the information that is thrown at them all day long. From the minute you get up in the morning to the to minute you close your eyes to sleep, someone, somewhere is pushing information to you.
Technology is what can help you manage this information overload by helping you filter to some degree what you are being bombarded with. At work, it is even more important if you work in a complex organization that has undergone a number of corporate events, such as mergers, acquisitions, restructuring, bankruptcy or some other event. Technology is what can help humans make sense of what they see (at least in terms of information).
Posted 10 November 2009, 08:09 by Jeanne hellman
Thanks for all this.
Has anyone thought about the power of collaborative web 2.0 solutions appplied to social work itself ? I believe there are enormous possibilities also to not only improve “efficiency” (in terms of millions of wasted hours, things not done,..) but also in terms of collaboration tasks, new ways to engage volunteers resources and capabilities…think of how those could be applied to helping homeless people, working poors, migrants, young without jobs, etc….be more connected with their “network” (inhabitants, professional social workers, families and friends..) and access to a whole new sort of dynamic for their project of reinsertion…
There is a paradox in fact in this that I like : “what if those tools and technology in general was most useful for those who are further away ? “
Working in that process with NGO, social actors, social entrepreneurs to establish ways to collaborate could also be extremely useful to find social innovation ideas that work.
I worked 20 years for big corporations (DANONE, L’OREAL, McKINSEY, LVMH) ..so I know how business works…and created a social business 2 years ago called RECONNECT…along some premices of those ideas…I am now starting also to create convergence in France on how we can use technology for social innovation.
Anybody interested to help the thinking (and make things happen) ?
Posted 8 November 2009, 02:29 by Eric Chatry
Excellent. Lots to digest here. One thing that must be considered always is that collaboration is a state of mind. It is not tools. Tools help but if the mindset is wrong or the team don’t agree on goals and strategies for using the tools, you are doomed. Wikis are a perfect example, just giving people a wiki won’t help if all people do is upload word docs to it. Finally, one area of teechnology totally missing from the discussion – Immersive Environments / Virtual Worlds. With the release of Second Life Enterprise to open beta this week, and products like Roobaab from my company Flying Island (www.flyingisland.co.uk) ‘togethering’ is becoming reality.
Posted 6 November 2009, 07:00 by Neil Canham
Nice interactive! I just do not like the portraits, very much…
Posted 5 November 2009, 12:11 by Thomas Klauß
Thanks for a great article. I work with many IT organizations as a “solution adoption” consultant (a.k.a. change management consultant) to help them accelerate the adoption of new IT initiatives across all segments of their organizations. More and more of these initiatives comprise at least one type of virtual collaboration tool.
Given that I am also a business consultant related to all things virtual (teams, collaboration, remote meetings, team leadership), I inevitably ask my clients how a particular virtual communications tool fits into the larger virtual collaboration picture. I.e., how do all of these tools work together to achieve greater productivity and faster time to results, and how do people know when to use which tool, and under what conditions? The usual responses: silence or a blank stare. Or perhaps: “This is what Microsoft (or IBM or…) offers.”
With your ideas about segmenting knowledge workers into different ways of collaborating, as well as identifying the greatest impediments to productivity, I think many of my clients will have a much better foundation upon which to build a virtual collaboration strategy.
I will share your article widely! Thank you.
Posted 5 November 2009, 09:44 by Nancy Settle-Murphy
In response to Dhiraj, NO, this is not known nor widely understood ,in my experience, which has been limited to the global high tech sector. Given our continuing obsession with individual performance/solitary genius which is reflected in everything we do from our worship of those that make money (rather than those that do good) it is no surprise that we understimate how much creative work is accomplished by GROUPS. If you wonder why high tech workers aren’t motivated to excel in their “work” but do excel outside work, it’s not hard to figure out that……Executive/leadership self absorption and GREED and their performance mgt systems must be reviewed and changed if the exponential real human productivity improvements are to be realized….that said, love the software developments
Posted 4 November 2009, 09:09 by Suzanne
Thanks to James, Kara, and Lareina for this article. What a great way to frame the value and role of technology, and highlight the huge need for better knowledge worker collaboration. Sales organizations (or any of the customer-facing roles) are another great example, especially at global B2B selling organizations where technology investments to improve collaboration may be the most measurable (e.g. better performance against quota, better win rates, more dollars/deal). The article’s point on how understanding each groups’ manner of collaboration and area of knowledge (or domain expertise) is the key to tying “the solution” to the results. That was our experience at my last company. We had begun to tackle these very real problems, starting with the “searching” by implementing a portal (sales knowledge management platform) whose first purpose was to reduce the amount of time spent looking for value added information and contacts. During this process, we realized we also improved “interpreting”, reduced “misunderstanding”, removed “waiting”, and eliminated “extra processing”. Looking for ROI? We saw incredible results by improving efficiency of the sales force by 33%, reduced “searching” time by 25%, and reduced our SG&A by $22 million just in those two areas. This does work. I have written a case study on the implementation, and would be happy to share if anyone would like to read it that details the ROI of the initiative.
Posted 4 November 2009, 08:39 by Jeanne Hellman