Institutions have systems that don't connect natively.

Second, it tends to be more actionable, so that teachers and officials understand what they could do differently in their classrooms and/or district offices to improve lifelong learning.

To participate in outcome-based financing structures, service providers need accurate real-time performance data to effectively adapt performance and meet targets. Data analysis consolidates information to provide the big picture of trends and patterns for higher education leadership teams that can be used to evaluate and streamline processes, create efficiencies, and improve the overall student experience. This is where institutions have a greenfield opportunity, and this gets into academic advising. There's pros and cons, right?

4 types of data necessary for outcome-based financing, WATCH: Generating new evidence to scale quality education interventions, The global impact bond market in 2019: A year in review. To address the scope of the learning crisis, we must identify innovations that have the potential to improve learning in a manner that is sustainable, equitable, and cost-effective, and then understand how to scale these innovations in a given context. The Chief Data Officer (CDO) role is a newer role that has emerged within the past few years across multiple industries.

Most colleges are going to begin to say it's not. Check out a sample Q&A here. It was created out of a business incubator at the University of North Carolina at Chapel Hill. You have to join them together into comprehensive data models, and then you need to help administrators and other stakeholders understand the data. I don't know, but what I would say is it's not unreasonable to see that many institutions are going to have to become smaller and more focused and differentiated to ensure their sustainability. STiR’s and CUE’s complementary work highlight the central role of data for achieving SDG 4, the potential for technology to facilitate data collection and analysis, and the use of data to support scaling. HelioCampus last week announced its first acquisition, ABC Insights, a company that helps colleges benchmark their costs relative to other institutions. Subscribe to Education Dive: Topics covered: higher ed policy, governance, technology, online learning, MOOCs, for-profit news and much more. It requires assessing the student’s success on individual items in his or … What are some of the limitations for colleges gathering and using data? The free newsletter covering the top industry headlines. With the addition of ABC Insights, HelioCampus will work with more than 75 institutions. Our focus now with ABC Insights is on helping optimize the administrative spend, but that's going to have to extend into academic affairs and other areas of the institution. Discover announcements from companies in your industry. Editor's Note: This interview has been edited for clarity and brevity. Using real-time data to guide the scaling process, CUE and partners are putting the important principles of iteration and adaptation into practice.