Measuring Agility of Networked Organizational structures via Network Entropy and Mutual Information

Yuan Lin, Sumit Roy, and I have authored a paper that examines the use of network entropy and mutual information to measure the agility of networked organizational structures. The paper will appear in Applied Mathematics and Computation.

While the agility of networked organizational structures is important for organizational performance, studies on how to evaluate it remain scant, probably because the difficulty in measuring network evolution. In this conceptual paper, we propose two measures – network entropy and mutual information – to characterize the agility of networked organizational structure. Rooted in graph theory and information theory, these two measures capture network evolution in a comprehensive and parsimonious way. They indicate the uncertainty (or disorder) at the network level as well as the degree distribution at the individual level. We also propose an algorithm for applying them in the scenario of adding links to a network while holding the number of nodes fixed. Both simulated and real networks are used for demonstration. Implications and areas for future research are discussed in the end.

Lin, Y., Desouza, K.C., and Roy, S. “Measuring Agility of Networked Organizational structures via Network Entropy and Mutual Information,” Applied Mathematics and Computation, Forthcoming.

Shh! It’s Vive La Résistance…A Case Study on Underground Resistance and Change Management

Nicholas D. Sweers II and I have authored a case study on the complexities of change management when underground resistance is present. The case study will appear in the Journal of Business Strategy.

This case study highlights the challenge of dealing with underground resistance when leading organizational change. Underground resistance has deterred many change management efforts. Moreover, strategies to address underground resistance are still at a nascent stage of development in management practice and literature. The case tells the story of Sam Bridgeport, a Senior Partner at a major consulting firm in Seattle, who has been charged with leading a restructuring effort that will significantly affect the everyday operations of the organization. Unlike past change management initiatives, which often failed, Sam was wise to encourage employee participation from the start. As a result, Sam was able to mitigate most of the opposition against his plan, but he soon finds out that he gravely underestimated the natural human tendency to resist change. Sam discovers a covert, underground resistance effort is quickly gaining steam, and he must put a stop to it before it’s too late.

Executive responses to the case study from Mark R. Jones, CEO, The Sunyata Group and George Head, Senior Vice President Broadband Services for Stratos Global will also be published.

Building Sustainable Collaborative and Open Innovation Programs – University of Ljubljana

I will be giving an invited lecture at the Raziskovalni center Ekonomske fakultete (Faculty of Economics) of the University of Ljubljana on February 15, 2010. My talk will focus on how organizations can design collaborative innovation programs.

Organizations cannot innovate in isolation. Ideas, knowledge, expertise, and processes needed for innovation are often distributed in the marketplace across a wide-assortment of actors from business partners, to customers, government agencies, and even competitors. Organizations have to find ways to collaborate and develop open, rather than closed, innovation programs. Collaboration calls for the ability to share required artifacts from ideas to knowledge and expertise, and even processes, with external entities. Being open requires an organization to unlock, and make available, its innovation process to external entities. Developing Collaborative and Open Innovation (COI) programs can be a daunting challenge. Issues such as ensuring trust, governance structures, rewards and incentives, and mechanisms for rent sharing from innovations can seem insurmountable. In this presentation, I will share actionable knowledge on how we can build sustainable COI programs. I will draw on research and consulting on designing organizational innovation programs in over 50 global organizations. I will share a framework for organizations that want to collaborate on innovation. This framework will outline methods for collaborative idea generation and mobilization, idea advocacy and screening, idea experimentation, idea commercialization, and idea diffusion and implementation. Examples will be used to illustrate how leading organizations collaborate with external entities for innovation and build open innovation programs that external entities can plug-into.

Dismantling Terrorist Networks to appear in Technology Forecasting and Social Change

Jared Keller, Yuan Lin, and I authored a paper that describes how agent-based modeling can be used to consider policy options for dismantling terrorist networks. The paper will appear in Technology Forecasting and Social Change.

Dismantling Terrorist Networks: Evaluating Strategic Options Using Agent-Based Modeling

Dismantling dark networks remains a critical goal for the peace and security of our society. Terrorist networks are the most prominent instantiation of dark networks, and they are alive and well. Attempts to preemptively disrupt these networks and their activities have met with both success and failure. In this paper, we examine the impacts of four common strategies for dismantling terrorist networks. The four strategies are: leader-focused, grassroots, geographic, and random. Each of these strategies has associated pros and cons, and each has different impacts on the structure and capabilities of a terrorist network. Employing a computational experimentation methodology, we simulate a terrorist network and test the effects of each strategy on the resiliency of that network. In addition, we test scenarios in which the terrorist network has (or does not have) information about an impending attack. Our work takes a structural perspective to the challenge of addressing terrorist networks. Specifically, we show how various strategies impact the structure of the network in terms of its resiliency and capacity to carry out future attacks. This paper also provides a valuable overview of how to use agent-based modeling for the study of complex problems in the terrorism, conflict studies, and security studies domains.

Building the UW X-Prize Lab

Along with Ann Bostrom and Sandy Archibald, I am developing the X-Prize Lab at UW. Our initial plan is to offer two courses through the Evans School of Public Affairs. The first course will examine prize-driven innovation. We have an assembled an amazing list of speakers, see our blog. In this course leading innovators and philanthropists will introduce the how prize philanthropy can foster innovation to solve global developmental challenges. The second course will focus on building prize concepts and proposals that solve complex policy challenges from water resource management to education.

To see the news release from the Evans School, please click here [LINK]
To learn more about the X-Prize Foundation, please click here [LINK]

Business Process Outsourcing: A Case Study of Satyam Computers

I have a new paper accepted for publication in the International Journal of Information Management.

Abstract: The prominence of business process outsourcing (BPO) continues to intensify in today’s hyper-competitive marketplace. Engaging in BPO can help an organization focus on its core competencies, while gaining specialized knowledge, skills, and processes in auxiliary spaces. The literature is laden with evidence that engaging in a BPO will help organizations secure financial, operational, and even strategic advantages. While there is little doubt that organizations can attain these benefits, few BPO arrangements work out as planned. Managing risks in BPO arrangements is paramount. In this case analysis, we describe a significant failure through chronological description of scandals that took place at one of India’s largest outsourcing vendors, Satyam Computer Services. In describing the study, we draw attention to the fact that organizations need to (1) improve their sensing capabilities and keep abreast of strategic transformations at their outsourcing vendors, (2) be able to plan for and execute contingency plans, and (3) balance the risks and rewards of BPOs in terms of knowledge and capabilities dependencies.

Bhagwatwar, A., Atesci, K., Deo, T., Desouza, K.C., and Baloh, P. “Business Process Outsourcing: A Case Study of Satyam Computers,”International Journal of Information Management, Forthcoming.

Article on Information and Knowledge Management in the Case of the US Intelligence Community featured on Harvard Business Review Blog

Thomas H. Davenport wrote a nice post on the Harvard Business Review blog on why the US Intel. Community failed to stop the Christmas Day Bomber from boarding a flight to the US. Tom highlights my paper published in the International Journal of Public Administration that examined information and knowledge management in the US Intel Community.

To access Tom’s Harvard Business Review blog, please click here [LINK]

To access my paper, Information and Knowledge Management in Public Sector Networks: The Case of the US Intelligence Community, International Journal of Public Administration, 32 (14), 2009, 1219–1267, please click here [LINK]

To read a short blurb on the University of Washington Information School website, please click here [LINK]

Information Management and Environmental Sustainability: New Article in Business Information Review

Peter C. Ellis and I have a paper published in the current issue of Business Information Review.

Abstract: Attempting to merge the topics of environmental sustainability and information management, this article works towards defining both fields and constructing a viable framework that creates a strong relationship between the two topics. Reviewing literature on information management and environmental sustainability, the authors argue that the two topics must become inseparable — the work in one discipline must inform and advance the other. The need to do so is further underscored by the evolving nature of both disciplines.

To access the article, please click here [LINK]

Reference: Ellis, P.C., and Desouza, K.C. “On Information Management, Environmental Sustainability, and Cradle to Cradle Mentalities: A Relationship Framework,” Business Information Review, 26 (4), 2009, 257-264.

What do you mean by a “good idea”?

Here is a simple exercise: Find 20 people in your organization. Ideally, choose people across the various hierarchical levels and functional departments of your organization. Ask each person two questions: How would you define a good idea? How do you recognize a good idea? Chances are high that if you work in a typical organization, you will arrive at 20 different answers! Some individuals may not even be able to articulate what is a good idea or to clearly describe how to recognize good ideas. Is this a problem? You bet it is! One of the major challenges faced by organizations as they try to come up with good ideas is the lack of a definition of what constitutes a good idea. It is common to find organizations that take the stance that a good idea is in the eye of the beholder, or in contrast, that a good idea is like pornography, you will recognize it when you see it. Similarly, most organizations lack a clearly defined process on how to recognize good ideas. As one manager put it, “employees may not recognize a good idea if it smacked them right on their faces.”

The organization that wants to foster a spirit of intrapreneurship must: 1) clearly define what is, and what is not, an idea, 2) arrive at a typology for the various types of ideas, 3) articulate a process for refining thoughts into ideas and then into ‘good’ ideas, 4) reward employees for sharing ‘good’ ideas, and 5) reward employees who serve as brokers (or intermediaries) for mobilizing ideas from one corner of the organization to the next.

What are some practices that your organization has in place to address these issues?

For more details, please stay tuned for my new book on intrapreneurship…or drop me an email!

Information and Knowledge Management in Public Sector Networks: The Case of the US Intelligence Community

The current issue of the International Journal of lpadAdministration contains a paper that I authored on collaborative information and knowledge management. The paper is titled "Information and Knowledge Management in Public Sector Networks: The Case of the US Intelligence Community."

This article contributes to the public management literature by exploring the critical challenges that underpin the construction of robust information and knowledge management strategies in networked settings. The ability of the network to sustain itself, thrive, and achieve its objectives depends on the success that the network has in organizing and coordinating its constituent organizations. The network's collaborative information and knowledge management strategy is critical to the functioning of the network and the achievement of objectives. A robust information and knowledge management strategy will bring organizations in the network together, help them share resources, collaborate on efforts, and further their objectives in a holistic manner. An inadequate information and knowledge management strategy might lead to disconnects in organizations due to lack of information sharing, poor collaborative knowledge generation, lack of coordination, leading to a fragmented network. Drawing on a multi-year, multi-method, and multi-organization study of the United States Intelligence Community (USIC), the article puts forth a comprehensive framework to examine information and knowledge management challenges within the USIC, as well as other public sector organizations.

Keywords: information management; knowledge management; public sector networks; intelligence agencies; intelligence community

To access the paper, please click [LINK]