By Melanie Bauer, Joshua Roney and Stephen M. Fiore.

2. Joshua Roney (biography)
3. Stephen M. Fiore (biography)
How can team members who have been working together for a while check assumptions, ensuring they are aware of each other’s breadth of expertise and research interests?
We have developed the “Linking-Relinking” tool to facilitate such a process. This tool supports science teams through development of a transactive memory system, which is a form of shared cognition having to do with “who knows what” on a team. Studies continually show that teams that develop an accurate transactive memory system are better able to coordinate their knowledge when working on challenging problems. The Linking-Relinking Tool can support transactive memory system development by helping members determine how accurate their knowledge is of their teammates and calibrate appropriately. It can also help members identify potential areas of shared interest and help a team develop collective awareness of complementary expertise.
Key to the Linking-Relinking tool is a worksheet, as shown in the first figure below, which is distributed to each team member to fill in and which forms the basis for subsequent discussion. The worksheet should have a row at the top representing the team member completing the worksheet, and an additional column for each of the other members.
After each member is given a worksheet, team members work independently to complete the following steps:
- Fill in their own name and research interests at the top of the worksheet.
- Add the names of each team member, along with their research interests, in the columns. This information should be based on past experience and perceptions, rather than official descriptions such as could be found online, in team documents, or in a CV. (No Googling!)
- Additionally, for each team member’s column, generate potential opportunities to connect based on perceived intersections of interests.

When everyone has completed their worksheet, the team shares aloud their responses as follows:
- One person (eg., Team Member 1 as depicted in the worksheet) starts by sharing their own research interests and then their responses regarding each of the other team members, along with possible opportunities for collaboration.
- The other team members then provide reactions and clarifications to what Team Member 1 shared. All team members are encouraged to take notes within their worksheets when new interests or opportunities are uncovered during the discussion. (Note: This step could be somewhat stressful for members, so it is important that everyone is reminded that this activity is a learning opportunity and not an evaluative “pop quiz.”)
- Team Member 2 will do the same as Team Member 1, sharing what they responded with in their table regarding each of the other team members, followed by time for reactions and clarifications from the other team members.
- This process continues until all members have shared what is in their tables and provided an opportunity for others to react, clarify, and take additional notes within their worksheets.
The figure below shows an example of a completed worksheet.

This activity works best with relatively small teams (around 5 members). For a 5-person team, the task of filling out the worksheet should take around 10-15 minutes, with the sharing and discussion taking around 30-45 minutes.
There are two key outcomes:
- Increased awareness of team members’ interests, capabilities, and potential areas of connection. This can help replace inaccurate assumptions and expectations in a low-conflict, psychologically-safe way that encourages shared learning.
- A written product for each team member that serves as a reference, reinforces understanding, and can lead to new and improved collaborative activities.
Additional tips on using the tool
This exercise was designed for teams who had been working together for a while, although it is useful for teams at various stages of development:
- For a team that has been working together for a while or wants to move in a new direction, this activity can provide members with “fresh eyes” on what their team members’ interests are and opportunities for new directions in their collaboration. A result following the activity for a team like this may be potential changes to how each member engages with the team.
- For a team with members who are feeling misunderstood or disconnected, this exercise is a soft reset that opens the door for better communication (and clarifications) about each member’s areas of expertise and interests as well as how they would like to collaborate and contribute. A result for this type of team after completing the activity is a renewed sense of connection, understanding, and consideration, hopefully leading to ways for members to feel less frustrated and more engaged.
- For new teams (or teams with new members), this activity can be a follow-up shortly after an initial introductory team meeting. The documented research interests of team members in the worksheet can serve as a quick reference guide as members get to know each other and can evolve as they learn new things. The noted opportunity intersections can also serve as brainstorming ideas for potential collaborative activities, which can be explored in future meetings.
As a note, the focus of this tool can be on shared activities other than research. For example, a group of faculty members looking to co-teach a course may change it to “teaching interests” or think more broadly about “interests and access to resources.”
Conclusion
This tool was developed as part of an interdisciplinary faculty teaming program with colleagues from the Florida Research Development Alliance. This program relied in part on existing tools from the team science community as well as new tools (like Linking-Relinking) developed for the program at hand. The Linking-Relinking tool was developed in response to an immediate need of one of the program’s faculty teams, and implementing the activity led to a much-needed lightening of tensions and resetting of moods among members.
What is your experience in using this or other tools to revisit discussions around expertise? Do you have additional tips or cautions to share?
To find out more:
Florida Research Development Alliance (FLR-RDA; 2025), “Linking-Relinking” Learning Object. (Online – open access): https://fl-rda.org/linking-relinking-learning-object/, which also provides sources from the scholarly literature on which this tool is based.
The “Linking-Relinking” Learning Object is one of (currently) 11 team science-focused activities and tools, termed “Learning Objects,” which were developed as part of an interdisciplinary teaming project funded by the US National Science Foundation (NSF; Award Nos. 2203470, 2203425, 2203459, 2203442, 2203496), see (Online): https://fl-rda.org/team-science-learning-objects/. The “Linking-Relinking” tool was originally developed in 2023, revised with expert input in 2024, and is updated periodically to further improve its design.
Use of Generative Artificial Intelligence (AI) Statement: Generative artificial intelligence was not used in the development of this i2Insights contribution. (For i2Insights policy on generative artificial intelligence please see https://i2insights.org/contributing-to-i2insights/guidelines-for-authors/#artificial-intelligence.)
Biography: Melanie Bauer MA is the Grant Writing Manager at Nova Southeastern University (NSU) in Fort Lauderdale, Florida, USA, where she plays a pivotal role in research development efforts across 13 colleges and other institutional units, guiding their grant-seeking initiatives. She currently serves as President of the Florida Research Development Alliance (FL-RDA) and has also served as a volunteer in the National Organization of Research Development Professionals (NORDP) in multiple mentoring activities. Her interests in interdisciplinary and team science work stem from the practitioner perspective, and she continues to seek ways to enable the research support professional’s work through training, tools, community building, and other resources.
Biography: Joshua Roney PhD is Director, Research Development at the University of Central Florida (UCF) in Orlando, Florida, USA, with professional interests that include strategic planning, research analytics, program management, proposal development, and resources for researchers. He is the Immediate Past President of the Florida Research Development Alliance (FL-RDA) and Co-Chair of the New Opportunities for Research Development (NORD) Committee in the National Organization of Research Development Professionals (NORDP). His scholarly and research interests include technical communication, collaborative tools, and team science.
Biography: Stephen M. Fiore PhD is Director, Cognitive Sciences Laboratory, and Pegasus Professor with the Cognitive Sciences Program in the Department of Philosophy and Institute for Simulation and Training at the University of Central Florida in Orlando, Florida, USA. He is a founding board member of the Global Alliance for Inter- and Transdisciplinarity (ITD Alliance), Past-President and co-founder of the International Network for the Science of Team Science (INSciTS), as well as Past-President and co-founding member of the Interdisciplinary Network for Group Research. He maintains a multidisciplinary research interest that incorporates aspects of the cognitive, social, organizational, and computational sciences in the investigation of learning and performance in individuals and teams.
I have just read your input – thank you! I find it inspiring for interdisciplinary project work (in my case: serious game design). I can imagine using the tool at a future project meeting to check in on the project team dynamic, replacing “research interest” with “expertise and interest,” as mentioned . However, the last line “opportunities” should also most likely be renamed. Do you have any recommendations?
Thanks for the read! The last row of “Opportunities” was designed for research teams to consider future project ideas. It’s a generative space for brainstorming. Perhaps in your case, if you’re working on a particular game, you could riff on it to be something like “Ways to Further Leverage This Team Member’s Strengths [for the game at hand].” Or if the game is TBD (to be decided), it could be “What We Could Build Together.” Or taking it in a totally different direction, “Questions for This Team Member” or “What I’m Curious About.” This last one I could see working both within an ongoing game design or in anticipation of one.
Thanks!
Melanie, you’re welcome!
Thanks so much for reading that article. It relates to a small cluster of topics that have energized me for more than two decades. The reason you say your tool was developed – to serve as a mid-point “refresh” for a faculty team that had been struggling to connect with each other – surely contains part of the answer, the key concept being “refresh.” Since I inhabit a mental world of both/and & fundamentals, I’ll take a stab at more of an answer and then you can tell me if it works.
Here’s the meeting environment I strive to create. We discovered that this container transfers well between in-person and virtual and turns out to be quite restful:
1. Informal, relaxed, and respectful
2. Flat and conversational
3. Open-minded and non-judgmental (of self just as much as of others)
4. Topics are characterized by “interestingness”
Some of the repeat participants are doing arduous work, either as academics or as government or nonprofit practitioners. When they do choose to come, they know that it won’t be a waste of their time – they’ll think new thoughts and possibly acquire a helpful new connection they can stay in touch with.
What would constitute a waste of time? Excessive housekeeping, demeaning “engagement” activities, and formal speaker introductions when bios have already been mailed out.
What could look like a waste of time but turns out to be absolutely crucial to engagement: On-camera self-introductions by everyone, including the speaker, who goes last and usually would rather just go straight to the topic.
What constitutes “interestingness”? What I’ve gathered from feedback is that even the most accomplished, focused people enjoy novelty. And nearly everyone is already wired to talk with others, given the right conditions. David Rock, Neuroleadership Institute, said on a recent podcast that gatherings have a better chance of engaging people if they are meaningful, intriguing, and coherent. It also may be that people are deathly tired of being bored!
Good luck to you all. Let me know if you ever want to talk!
Regards,
Kitty
I love the change of pace that this type of convening provides for those doing arduous work, as you say. Thanks for reminding me to remember both the experience of such a meeting, not just its contents.
Love this! The Linking-Relinking tool feels like the team version of cleaning out your closet. You end up rediscovering gems you forgot were there, and suddenly everything feels more organized and inspiring. The emphasis on perception-based input (rather than formal bios or CVs) is an innovative way to uncover assumptions and foster genuine dialogue. I can see this being especially useful during strategic pivots or when teams are preparing for new collaborative directions. Definitely bookmarking this for future team tune-ups!
YES! You captured its essence. Rediscovering gems–the people, the ideas, the interests, the assets, the resources, etc. Great for pivots and new directions. Great when people are feeling pigeon-holed. Great for a change of pace.
Well said!
Love it! Simple, flexible, effective.
Thanks for the read Bethany!
Thank you for the reactions and the offer to share this, Kitty. Melanie has created a website with a number of such “learning objects” on the website for FL-RDA – the Florida Research Development Alliance (see https://fl-rda.org/team-science-learning-objects/). Joshua was president and Melanie is currently president of that alliance. We also have a new publication out that describes our initial research program, funded by NSF, out of which this learning object was developed (https://eric.ed.gov/?id=EJ1469298). Although we focused on the idea of coaching, as you can read, we framed it within the broader space of new roles for science team members (e.g., facilitators, integration experts, etc.).
Thank you, Stephen!
Kitty
Kudos, everyone – thanks for sharing this tool, which could enable a team to accomplish more together by increasing the clarity they have about their colleagues’ research interests. I have long thought that such a fundamental practice is bypassed because “there isn’t time for it,” and as a result a great opportunity to align motivations and trigger curiosity is missed.
By the way, I will be sharing your article with the director of the Founders’ Fellows program at the American Society of Public Administration. The tool and process could be shared with the PhD students in the current cohort, both to enhance their experience this year and to set them up for greater success in future endeavors. Good luck to all of you.
Thanks for the read and share, Kitty!
I am also struck by the prior i2Insights article you wrote about maintaining momentum in informal discussion settings: https://i2insights.org/2021/10/26/maintaining-informal-discussion-groups/. The reason our tool was developed was out of necessity in a long-term program–to serve as a mid-point “refresh” for a faculty team that had been struggling to connect with each other. I like your program’s appreciative approach to all members in the room. I’m sure your invited “experts” role model well that everyone is welcome and valued, setting a tone and invitation to participate. We hoped our tool would provide more avenues for each member to envision ways to participate and contribute to the group’s future directions.
I wonder how you balance goal-driven mindsets (such as faculty desiring to submit grants and publish articles) with an open, learning mindset like in your program. Can you only be “switched on” to one or the other? Or have bouts of each?