Measuring Impact (Facilitation Metrics)


This page will present general resources for gathering metrics around the activities of facilitation described in the Leading Practices of Facilitation. For specific impacts and measurement of the ACI-REF project, see the “Impact” tab or the summary of project accomplishments on the Project Evaluation and Metrics page.

Metrics over the course of ACI-REF

At the start of the ACI-REF project, facilitation evaluation was limited to addressing the goals of the ACI-REF project. However, over the course of the project, it became clear that it would be valuable (and in line with the goals of the ACI-REF project) to develop more general standards for evaluating facilitation at a campus or compute center. There were two major products of the ACI-REF project:

  • Surveys: The metrics team first looked at how to get feedback from the users of CI resources through the format of surveys or in-person interviews.
  • Monthly Data Collection: Later, based on the major activities from the Leading Practices of Facilitation, the metrics team identified major data categories and sub-categories for tracking facilitator activities and impact. These were developed into a series of spreadsheets for recording this data, with an end goal of making it easy to aggregate and summarize data over time.

Both the surveys and data collection tables are available in the Appendices of the Leading Practices of Facilitation, and the tables are also presented below.

Facilitation Data Collection

The following data categories are meant as a starting point for collecting data around the activities of facilitation. Depending on your institution or center, it may not be relevant or possible to report on all of the categories listed in the templates. These can be removed or simply left blank when reporting data. Groups are also welcome to add site-specific categories/sub-categories relevant to data that they are trying to track. The presented data categories primarily focus on facilitation of research computing, but could be adapted to data, programming, and other services.

You can access spreadsheets that have been pre-populated with these data categories in two ways:

To use this reporting structure, create a copy of each template spreadsheet. Fill in with the appropriate information on a regular basis.

Facilitation Data Categories

Quantitative Table

Categories for tracking quantitative data related to facilitation activities.

Category Sub-Category Notes
meetings general/total number of researchers with in-person facilitator engagement
meetings initial number of researchers with initial facilitator engagement (e.g. new accounts, new group, first time having an individual meeting)
meetings follow-up number of researchers with ongoing facilitator engagement (e.g. after first meeting)
meetings assistance/office-hours number of researchers who attended office hours or received other in-person assistance
email/tickets whose email/tickets you report is a judgment call; it seems that most sites are reporting numbers for a team or center, not ACI-REFs specifically
email/tickets updated number of updated tickets/email threads during the month
email/tickets closed number of resolved or closed tickets/email threads during the month
training sessions number of training sessions
training attendees total number of attendees across training sessions
training hours number of hours of training offered
training attendee-hours number of hours spent by attendees in training (ex: 6 people at a 2 hour workshop is 12 attendee-hours)
outreach sessions number of outreach (presentation) activities
outreach attendees total number of attendees at outreach activities
accounts newly-created number of new user accounts (for new users with hours, see users/new)
accounts new-projects number of new projects with accounts
users new number of new users with compute hours or use of resources
users all number of users with hours
users domain number of users with hours by domain
departments all number of departments represented by users with hours
departments domain number of departments represented by users with hours, by domain
hours all number of hours supported
hours domain number of hours supported by domain

Stories Table

Categories for recording noteworthy researcher/user stories, interventions, publications, or feedback.

Category Notes
story Notable user story or interaction
quote Quote or “love note” from user
press University or other press release
publication Publication information from researcher who used your resources / benefited from facilitators
presentation/poster Poster or presentation by a researcher who used your resources / benefited from facilitators

Activities Table

Categories for recording general facilitation activities. Note that “external” is outside your institution and “internal” is on-campus or within institution.

Category Sub-Category Notes
external conference-participation name of conferences attended
external presentation/panel presentations at conferences or meetings
external service/collaboration participation in non-conference community events outside your campus (e.g. campus champion calls or emails)
internal training training for local users
internal outreach outreach on campus (e.g. include visiting a class, presentations, resource fairs, developing materials)
internal documentation significant user guide or documentation efforts
internal team-projects involvement with projects of your group/center (testing, new service)
internal collaborations collaborations or meetings with researchers and/or research-supporting units
pro-devel learning professional development opportunities