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	<title>Bill&#039;s Notebook &#187; mental model research</title>
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	<link>http://blog.billbrantley.com</link>
	<description>Random notes on politics, government, science, and technology.</description>
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		<title>Defining Collaborgagement</title>
		<link>http://blog.billbrantley.com/2011/01/28/defining-collaborgagement/</link>
		<comments>http://blog.billbrantley.com/2011/01/28/defining-collaborgagement/#comments</comments>
		<pubDate>Sat, 29 Jan 2011 01:33:22 +0000</pubDate>
		<dc:creator>bill</dc:creator>
				<category><![CDATA[change management]]></category>
		<category><![CDATA[communication]]></category>
		<category><![CDATA[knowledge management]]></category>
		<category><![CDATA[mental model research]]></category>
		<category><![CDATA[public administration]]></category>
		<category><![CDATA[public policy]]></category>
		<category><![CDATA[collabogagement]]></category>
		<category><![CDATA[collaboration]]></category>
		<category><![CDATA[engagement]]></category>

		<guid isPermaLink="false">http://blog.billbrantley.com/?p=399</guid>
		<description><![CDATA[As I wrote in a earlier posting, I coined the term collaborgagement while attending a session at Content.gov. John Newton (Alfresco’s CTO) commented that the next generation of enterprise IT tools need to serve the middle of the enterprise – the domain of the knowledge workers. These tools need to support collaboration, knowledge management, and [...]]]></description>
			<content:encoded><![CDATA[<p>As I wrote in a earlier posting, I coined the term collaborgagement while attending a <a href="http://www.govloop.com/profiles/blogs/collabogagement-1">session at Content.gov</a>. John Newton (<a href="http://www.alfresco.com/">Alfresco’s</a> CTO) commented that the next generation of enterprise IT tools need to serve the middle of the enterprise – the domain of the knowledge workers. These tools need to support collaboration, knowledge management, and just-in-time sharing of expertise. Even so, collaboration/knowledge management software doesn’t automatically empower knowledge workers. There has to be more than just new tools.</p>
<p>Collaboration is important but it is not sufficient. Nicholas Charney noted this in a great posting where he questioned the <a href="http://www.govloop.com/profiles/blogs/lessons-in-collaboration">value of collaboration</a> as it was currently practiced in organizations. I commented that a tangible product from the collaboration would make the process better but I am becoming more convinced that even that is not enough. What is needed is something that would continue the benefits of collaboration between the collaboration sessions. A way of engaging the person’s thoughts and focusing those thoughts on the collaboration work even when the person is working alone. A process that I call <em>collaborgagement</em>.  Not just a combination of collaboration and engagement but a process that is synergistic.</p>
<p>The foundation of collaborgagement is the mental model. The mental model has been variously defined by different fields but the consensus seems to be that mental models are “deeply ingrained assumptions, generalizations, or even pictures or images that influence how we understand the world and how we take action” (Wind  and Crook, 2005). Individuals have mental models but so do teams and departments. The purpose of the mental model is to make sense of various aspects of our lives including our work. Mental models take a great deal of effort to build but the benefit is, that once built, they reduce our thinking load.</p>
<p>For example, researchers have found that expert chess players actually think less than novice chess players because the expert chess player can focus on several pieces at once and perceive patterns of board arrangements. The novice chess player has to focus on separate pieces and build the pattern from the individual pieces.  The expert chess player has a library of mental models they can consult that makes them better players because they can “look up” the answer to a chess problem while a novice is still calculating the problem.</p>
<p>The same process can be seen in everyday life. Think of how you learned to drive.  Remember all the steps you had to master to start the car, put it in drive, and begin your journey. Repetition and observation helped you build a mental model so that driving almost becomes an automatic process requiring very little conscious thinking.</p>
<p>The challenge is that we rely on our mental models so much that we strenuously resist changing or discarding our existing models. This goes for team mental models as well as individual mental models. But our changing world requires that we change our mental models or they quickly lose their benefit and can even harm us in the new realities we face. We need a process of engaging peoples’ attention at the level of their mental models and then collaborate together to help explore current mental models and modify or even replace these mental models on an individual and team level. This is the purpose of collaborgagement.</p>
<p>There are probably several methods for examining current mental models and altering them but I like the process Wind and Crook (2005) outline in their book <em>The Power of Impossible Thinking</em>:</p>
<ol>
<li>Understand the power and limits of mental models.</li>
<li>Test the relevance of your mental models against the changing environment, generate new models and develop an integrated portfolio of models.</li>
<li>Overcome inhibitors to change by reshaping infrastructure and the thinking of others.</li>
<li>Transform your world by acting quickly upon the new models, continuously experimenting and applying a process for assessing and strengthening your models. (p. xxiv)</li>
</ol>
<p>With Wind and Crook’s (2005) process in mind this is how collaborgagment would work:</p>
<ol>
<li>Before a team meeting the individual members examine their existing mental models that relate to the topic of the meeting. The team member may want to blog, mind map, or similar tool to help him or her to surface the mental models and produce it in a tangible form.</li>
<li>During the team meeting the individual members display their mental models. Then the team works together to surface the team mental models in a tangible form.</li>
<li>The team then examines the new reality of the topic and lists the characteristics. The goal of this phase is to come to a consensus about the new reality.</li>
<li>After a consensus has been reached, the team compares the current team mental model to the new reality. Does the team mental model need revising or is a completely new team mental model needed? The team works to determine the revisions or constructs the new mental model.</li>
<li>After the team meeting the individual members go on their own to reflect on the consensus about the new reality and how their current mental models compare to the new reality. The member then revises their existing mental models or constructs new mental models that reflect both the new reality and the team mental model.</li>
</ol>
<p>What is important about this process is that it engages people on a deeper level than what usually happens in change efforts. I have been to plenty of meetings where great ideas and energy has been generated but it quickly dissipates once the meeting is over. For deep and sustainable change to happen you have to engage people at a fundamental level and produce collaboration that carries on ever after the meeting is over. I believe that starting at the mental model level is the best way to produce lasting transformative change.</p>
<p><strong>Reference:</strong><br />
Wind, Y., &amp; Crook, C. (2005). <em>The power of impossible thinking: Transform the business of your life and the life of your business</em>. Upper Saddle River, NJ: Wharton School Publishing.</p>
<p><strong>Previous Posts on Collaboration and Engagement:</strong><br />
<a href="http://www.govloop.com/profiles/blogs/without-engagement-gov-20-will">Without Engagement</a> Gov 2.0 Will Fail<br />
<a href="http://www.govloop.com/profiles/blogs/the-goal-of-collaboration">The Goal of Collaboration</a>: Navigating the Network of Idea Spaces</p>
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		<title>New Wiki on Organizational Change and Mental Models</title>
		<link>http://blog.billbrantley.com/2010/07/05/new-wiki-on-organizational-change-and-mental-models/</link>
		<comments>http://blog.billbrantley.com/2010/07/05/new-wiki-on-organizational-change-and-mental-models/#comments</comments>
		<pubDate>Mon, 05 Jul 2010 21:51:13 +0000</pubDate>
		<dc:creator>bill</dc:creator>
				<category><![CDATA[change management]]></category>
		<category><![CDATA[management]]></category>
		<category><![CDATA[mental model research]]></category>
		<category><![CDATA[public administration]]></category>
		<category><![CDATA[public policy]]></category>

		<guid isPermaLink="false">http://blog.billbrantley.com/?p=317</guid>
		<description><![CDATA[I&#8217;ve launched a new wiki based on my dissertation research. The purpose of the research was to examine a possible link between mental models, change visions, and organizational alignment. As of 2006, there were over 1 million articles on organizational change and a multitude of change models in the literature. But, surprisingly, these change models [...]]]></description>
			<content:encoded><![CDATA[<p>I&#8217;ve launched a new <a rel="nofollow" href="http://wiki.billbrantley.com/tiki-index.php" target="blank">wiki based on my  dissertation research</a>. The purpose of the research was to examine a  possible link between mental models, change visions, and organizational  alignment.</p>
<p>As of 2006, there were over 1 million articles on  organizational change and a multitude of change models in the  literature. But, surprisingly, these change models were prescriptive  rather than descriptive of actual change processes. I knew from my  project management experience that most organizational change efforts  fail or are only partly successful. What I wanted to do was develop a  research method to collect empirical data on change efforts.</p>
<p>The  entire <a rel="nofollow" href="http://www.scribd.com/doc/33868265/Brantley-Dissertaton" target="blank">dissertation</a> is available on Scribd any you are welcome to download a copy. With the  wiki, I have summarized the dissertation chapters and will update the research as new articles are published and I review other organizational  change efforts.</p>
<p>I appreciate any comments or suggestions that any readers have and I am also looking for any agencies that are interested in being research subjects. Thank you.</p>
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		<title>Engaging the Technology Makes for Better Learning</title>
		<link>http://blog.billbrantley.com/2010/06/16/engaging-the-technology-makes-for-better-learning/</link>
		<comments>http://blog.billbrantley.com/2010/06/16/engaging-the-technology-makes-for-better-learning/#comments</comments>
		<pubDate>Thu, 17 Jun 2010 01:15:08 +0000</pubDate>
		<dc:creator>bill</dc:creator>
				<category><![CDATA[elearning]]></category>
		<category><![CDATA[learning]]></category>
		<category><![CDATA[mental model research]]></category>
		<category><![CDATA[neuroscience]]></category>
		<category><![CDATA[teaching]]></category>
		<category><![CDATA[training]]></category>
		<category><![CDATA[makers]]></category>
		<category><![CDATA[sponges]]></category>

		<guid isPermaLink="false">http://blog.billbrantley.com/?p=302</guid>
		<description><![CDATA[Elizabeth Corcoran gives a great argument in the ongoing debate about technology&#8217;s effect on our minds.  She makes an important point- &#8220;I keep wondering why we lump all &#8220;technology&#8221; into the same basket. By doing so, we ignore the most important distinction of all: whether we are sponges for absorbing other people&#8217;s ideas, or whether [...]]]></description>
			<content:encoded><![CDATA[<p>Elizabeth Corcoran gives a great argument in the ongoing debate about technology&#8217;s effect on our minds.  She makes an important point- <span style="color: #0000ff;"><strong>&#8220;<a href="http://radar.oreilly.com/2010/06/makers-versus-sponges.html" target="_blank">I keep wondering why we lump all &#8220;technology&#8221; into the same basket. By  doing so, we ignore the most important distinction of all: whether we  are sponges for absorbing other people&#8217;s ideas, or whether we&#8217;re making  our own.</a>&#8220;</strong></span></p>
<p>She gives an example of how children learn more when they are given tools to create content rather than tools that just deliver content.  Now, she talks about technology in the classroom but this equally applies to technology in the workplace.  Think of the training that consists of delivering content (lecture, PowerPoint, brown bag talk, etc.) versus the training where people are encouraged to play with the new software program or tool.</p>
<p>I consider the basis of learning to be the creation of mental models.  You cannot just transmit your mental model completely to me; I have to create one unique to my own mind.  You can give me information to build the model and you can create experiences that will shape the mental model but the final product is still through my unique mental processes.  But every mental model starts with engagement.  Thus, this is why allowing people to make content rather than absorb content is the key to effective learning.</p>
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		<title>Gov 2.0 and Organizational Culture</title>
		<link>http://blog.billbrantley.com/2010/06/08/gov-2-0-and-organizational-culture/</link>
		<comments>http://blog.billbrantley.com/2010/06/08/gov-2-0-and-organizational-culture/#comments</comments>
		<pubDate>Tue, 08 Jun 2010 23:28:28 +0000</pubDate>
		<dc:creator>bill</dc:creator>
				<category><![CDATA[change management]]></category>
		<category><![CDATA[information technology]]></category>
		<category><![CDATA[knowledge management]]></category>
		<category><![CDATA[learning]]></category>
		<category><![CDATA[management]]></category>
		<category><![CDATA[mental model research]]></category>
		<category><![CDATA[public administration]]></category>
		<category><![CDATA[public policy]]></category>
		<category><![CDATA[technology]]></category>
		<category><![CDATA[Gov 2.0]]></category>

		<guid isPermaLink="false">http://blog.billbrantley.com/?p=295</guid>
		<description><![CDATA[Two interesting articles about organizational culture in the latest issue of the “Journal of Organizational Change Management.”  The first article is a cultural analysis of organizational memory and its role in organizational change while the second article describes how organizational memory can hinder learning a new technology. In the first article, McCabe gives a more [...]]]></description>
			<content:encoded><![CDATA[<p>Two interesting articles about organizational culture in the latest issue of the “Journal of Organizational Change Management.”  The first article is a cultural analysis of organizational memory and its role in organizational change while the second article describes how organizational memory can hinder learning a new technology.</p>
<p>In the first article, McCabe gives a more detailed description of organizational culture as a collection of shared memories.  These memories can contradict each other or just be ambiguous about past organizational events but, woven together, these memories form a dynamic and conflicting culture for the organization.  McCabe disputes the common belief of many management theorists that the past can be erased in favor of the new reality because the past always blocks change.  Organizational memory is more complex than that because some memories can help facilitate change while other aspects resist change.  McCabe concludes by stating that organizational memory cannot be managed as part of the change process but must be accounted for.</p>
<p>McCabe’s article illuminates the findings in the second article by Becker.  The second article deals with the process of acquiring new technology in an organization.  As Becker explains, for employees to adopt a new technology they must unlearn the old technology.  They do this through releasing mental models of the workings of the old technology and create mental models of how the new technology works.  Memories of past change efforts can hinder the process of unlearning if it promotes fear and anxiety among the employees.  Becker does not have any specific remedies for dealing with organizational memory and unlearning but she does argue that further research is necessary to fully understand the unlearning process.</p>
<p>The relevance to Gov 2.0 is clear.  Many agencies have long and painful memories of past change efforts that have been woven into the current culture.  Gov 2.0 advocates must understand and acknowledge the past while developing strategies to alleviate the fear that will prevent government employees from unlearning the current way things are done in favor of making government transparent, open, and engaging.  Gov 2.0 advocates must take the positive aspects of the past and use those events to counter the negative past events while realizing that culture cannot be fully controlled.</p>
<p>References:</p>
<p>Becker, K. (2010). Facilitating unlearning during implementation of new technology. <em>Journal of Organizational Change Management, 23</em>:3. 251-268.</p>
<p>McCabe, D. (2010). Taking the long view: A cultural analysis of memory as resisting and facilitating organizational change. <em>Journal of Organizational Change Management, 23</em>:3. 230-250.</p>
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		<title>Getting Ready for OpenGov Workshop on Wednesday</title>
		<link>http://blog.billbrantley.com/2010/04/26/getting-ready-for-opengov-workshop-on-wednesday/</link>
		<comments>http://blog.billbrantley.com/2010/04/26/getting-ready-for-opengov-workshop-on-wednesday/#comments</comments>
		<pubDate>Mon, 26 Apr 2010 23:38:39 +0000</pubDate>
		<dc:creator>bill</dc:creator>
				<category><![CDATA[change management]]></category>
		<category><![CDATA[mental model research]]></category>
		<category><![CDATA[public administration]]></category>
		<category><![CDATA[public policy]]></category>
		<category><![CDATA[GovLoop]]></category>
		<category><![CDATA[open government]]></category>

		<guid isPermaLink="false">http://blog.billbrantley.com/?p=253</guid>
		<description><![CDATA[Been spending a lot of time on GovLoop last week in preparation for this Wednesday&#8217;s OpenGov Workshop.  The theme of this workshop is about cultural change and OpenGov which intersects beautifully with my dissertation.  I posted this in response to one of the conference questions: Q: How do we facilitate a change from existing behavior and [...]]]></description>
			<content:encoded><![CDATA[<p>Been spending a lot of time on GovLoop last week in preparation for this Wednesday&#8217;s OpenGov Workshop.  The theme of this workshop is about cultural change and OpenGov which intersects beautifully with my dissertation.  I posted this in response to one of the conference questions:</p>
<p>Q: <strong><span style="text-decoration: underline;">How do we facilitate a change from existing behavior and culture to open government?</span></strong></p>
<p>A: <strong><span style="color: #0000ff;">I did my doctoral research on questions similar to this question. In my research, I examined the link between the communication of a change vision (a special form of mental model) and organizational alignment to determine what constitutes effective communication in bringing about organizational change. I developed a case study of the merger of a city archives and a county archives into a single metropolitan agency.</span></strong></p>
<p><strong><span style="color: #0000ff;">Listed below are findings that might prove especially relevant to the questions:</span></strong></p>
<p><strong><span style="color: #0000ff;">1) There are two change visions: an internal change vision and an external change vision. The external change vision in this case is the one that is promoted from the Obama administration to the general public. This external change vision explains the benefits of open government and attempts to build support with the external stakeholders of the government agencies. The external change vision is detailed and extensively communicated through a wide range of communication methods.</span></strong></p>
<p><strong><span style="color: #0000ff;">In contrast, the internal change vision is the vision that is communicated to the employees of the affected agencies. This vision is often lacking in detail and is not as well-communicated as the external change vision. In many cases, there is little or no effort to gain support of the internal change vision. The internal change vision is imposed from the top-down with no input from the rank-and-file employees. There may be some discussion of the benefits from adopting the internal change vision but the main message is that resisting the internal change vision will harm or terminate the employee’s job.</span></strong></p>
<p><strong><span style="color: #0000ff;">2) Examples of poorly communicating organizational change to employees is to give little opportunity for feedback and abundant use of clichés. In the case that I studied, the employees attended mass meetings with the government merger team but did not receive specific answers to their questions. There was an intranet but none of the communications encouraged feedback to the announcements from the change team.</span></strong></p>
<p><strong><span style="color: #0000ff;">Clichés and “management speak” are especially pernicious because employees – already concerned about the organizational change – will interpret clichés and management speak in the most negative ways. In my case study, the change team talked about addressing the “lowest hanging fruit” first. The archives employees took this to mean that the less-essential, non-revenue producing agencies will be either shut down or drastically downsized. This was never said by the change team but the adverse perception was widely communicated among many of the employees.</span></strong></p>
<p><strong><span style="color: #0000ff;">3) The organizational change was still successful despite the poor communication of the vague internal change vision. I believe that this was the result of two factors. First, the professionals of the archives agencies have a mental model of how a professional archive should work and they used this mental model to fill in the gaps of the internal change vision. Second, there was a “change vanguard” or a group of employees who perceived the need for organizational change and took advantage of the vacuum created by the vague internal change vision to implement changes they wanted.</span></strong></p>
<p><strong><span style="color: #0000ff;">Kelman (2005) believes that it is a myth that people are resistant to change. Front-line employees are most familiar with the shortcomings of the organization and would like to change processes and operations but feel they don’t have the power to initiate the change. Once a leader signals their support for the change, the vanguard is emboldened enough to sustain the change effort. The change vanguard can be a great source of innovative ideas and help to motivate the rest of the organizational members in support of the change vision.</span></strong></p>
<p><strong><span style="color: #0000ff;">Thus, for OpenGov to be successful, government change agents should become aware that there is more than one change vision and that they need to spend just as much effort on the internal change vision as they do on the external change vision. Change agents should also realize the existence of change vanguards and work to recruit them into the change effort to help increase the possibility of success of change efforts. Collaboration, openness, and transparency in affecting organizational change in the government agencies will bring about the organizational alignment needed for OpenGov.</span></strong></p>
<p><strong><span style="color: #0000ff;">References:<br />
Brantley, W.A. (2009). The effect of mental models on creating organizational alignment around a change vision (Doctoral Dissertation). Available from Dissertations and Theses Database (UMI).</span></strong></p>
<p><strong><span style="color: #0000ff;">Kelman, S. (2005). Unleashing change: A study of organizational renewal in government. Washington, DC: Brookings Institution Press.</span></strong></p>
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		<title>Simulating Mental Models</title>
		<link>http://blog.billbrantley.com/2009/11/02/simulating-mental-models/</link>
		<comments>http://blog.billbrantley.com/2009/11/02/simulating-mental-models/#comments</comments>
		<pubDate>Tue, 03 Nov 2009 03:16:40 +0000</pubDate>
		<dc:creator>bill</dc:creator>
				<category><![CDATA[mental model research]]></category>
		<category><![CDATA[mental model]]></category>
		<category><![CDATA[netlogo]]></category>
		<category><![CDATA[processing]]></category>
		<category><![CDATA[simulation]]></category>

		<guid isPermaLink="false">http://blog.billbrantley.com/?p=12</guid>
		<description><![CDATA[A future project of mine is to create an artificial organization to study organizational change.  I want to build agents that have mental models so that I can simulate through the exchange of mental models and change visions.  I am studying Processing and NetLogo as two possible languages.  The idea is to model the spread [...]]]></description>
			<content:encoded><![CDATA[<p>A future project of mine is to create an artificial organization to study organizational change.  I want to build agents that have mental models so that I can simulate through the exchange of mental models and change visions.  I am studying <a title="Processing Org" href="http://processing.org/" target="_blank">Processing </a>and <a title="Net Logo" href="http://ccl.northwestern.edu/netlogo/" target="_blank">NetLogo </a>as two possible languages.  The idea is to model the spread of a change vision in a simulated environment and then compare this to real-world cases.</p>
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