Edtech in Higher Education: Focus Groups, Database, and Documents on Edtech Companies, Investors and Universities, 2021-2023

DOI

These data were generated as part of a two-and-a-half-year ESRC-funded research project examining the digitalisation of higher education (HE) and the educational technology (Edtech) industry in HE. Building on a theoretical lens of assetisation, it focused on forms of value in the sector, and governance challenges of digital data. It followed three groups of actors: UK universities, Edtech companies, and investors in Edtech. The researchers first sought to develop an overview of the Edtech industry in HE by building three databases on Edtech companies, investors in Edtech, and investment deals, using data downloaded from Crunchbase, a proprietary platform. Due to Crunchbase’s Terms of Service, only parts of one database are allowed to be submitted to this repository, i.e. a list of companies with the project’s classification. A report offering descriptive analysis of all three databases was produced and is submitted as well. A qualitative discursive analysis was conducted by analysing seven documents in depth. In the second phase, researchers conducted interviews with participants representing three groups of actors (n=43) and collected documents on their organisations. Moreover, a list of documents collected from Big Tech (Microsoft, Amazon, and Salesforce) were collected to contextualise the role of global digital infrastructure in HE. Due to commercial sensitivity, only lists of documents collected about investors and Big Tech are submitted to the repository. Researchers then conducted focus groups (n=6) with representatives of universities (n=19). The dataset includes transcripts of focus groups and outputs of writing by participants during the focus group. Finally, a public consultation was held via a survey, and 15 participants offered qualitative answers.The higher education (HE) sector has been marketised for decades; but the speed, scope, and extent of marketisation has led key education scholars to conceptualise it as a global industry (Verger, Lubienski, & Steiner-Khamsi, 2016). Further, the use of technology to transform teaching and learning, as well as the profound digitalisation of universities more broadly, has led universities to collect and process an unprecedented amount of digital data. Education technology (EdTech) companies have become one of the key players in the HE industry and the UK has made EdTech one of its key pillars in its recent international education strategy (HM Government, 2019). EdTech companies are reporting unprecedented growth. In 2019, Coursera became a 'unicorn' (i.e. a company worth over $1 billion), while British-based FutureLearn secured £50 million investment by selling 50% shares of the company. Investment in EdTech is growing at an impressive rate and reached $16.3bn in 2018 (ET, 2019). While EdTech start-up companies strive to become 'unicorns' and profit from HE, so too might universities increasingly look for new ways of profiting from the wealth of digital data they produce. The study of HE markets has so far focused on service-commodities. However, data and data products do not act like commodities. Commodities are consumed once used, but data is reproducible at almost zero marginal cost. New products and services can be created from data and monetised through subscription fees, an app, or a platform that does not transfer ownership, control, or reproduction rights to the user. Furthermore, data use creates yet more data, and the network effects increase the value of these platforms. Therefore, there is a new quality at play in the monetisation and marketisation of these digital HE products and services: 'assetization'. We are witnessing a widespread change from creating value via market exchange towards extracting value via the ownership and control of assets. This research project aims to investigate these new processes of value creation and extraction in an HE sector that is digitalising its operations and introducing new digital solutions premised on the expansion of service fees. By introducing a focus on assets, and economic rents, this project offers a theoretically and empirically transformative approach to understand emerging HE markets and their implications for the HE sector. The assetization of HE is consequential because of the legal and technical implications for its regulation. It is also crucial to examine in any discussion about the legitimate and socially just arrangement and distribution of assets, their ownership, and their uses. The project employs an innovative, comparative, and participatory mixed-methods research design. It combines digital methods, interviews, observation, document analysis, deliberative focus groups, knowledge exchange and co-production with stakeholders, and public consultation. Data analysis will include quantitative and qualitative analysis of investment trends, comparative case studies of investors, EdTech companies and universities, and social network analysis. The application of this research project is fourfold. First, it will help universities understand the emerging processes of assetization so they can develop policies and practices for protecting their rights. Second, it will assist entrepreneurs in finding ways to incorporate ethical and sustainable considerations in their innovation processes. Third, it will mediate between the financial interests of investors and the social function of universities. Here, it will provide evidence for policymakers on how to include assets in HE sector regulation. Finally, it will unpack potential forms of inequality that assetization might bring into the HE sector.

In the first phase, three databases were constructed by downloading data on Edtech companies, investors and investment deals from Crunchbase. The databases include all countries as per Crunchbase availability, and data from 1990. A descriptive overview of the Edtech industry was produced based on these databases. A qualitative discursive analysis was conducted to accompany the qualitative analysis by analysing documents produced by investors from the UK and the USA, an Edtech market intelligence company, and a news item reporting on interviews with international investors in Edtech. In the second phase, case studies were built that included 8 universities based in the UK, 14 companies operating in the UK and abroad, and 28 investors operating globally. 43 interviews were conducted altogether, and 2,498 documents were collected. Moreover, a document analysis of 331 documents by Big Tech from the USA and their role in HE was conducted. In the fourth phase, focus groups were conducted that included 19 participants from UK universities. Mentimeter was used to allow participants to collectively post answers to questions to prompt the discussion. All focus groups were audio-recorded and professionally transcribed. Transcripts were anonymised and all content that could indicate any individual or institutional identity or commercial sensitivity was redacted. Finally, a public consultation was conducted by a survey with qualitative answers. 15 participants answered, who are from Australia, Belgium, Netherlands, Ireland, South Africa, UK and USA.

Identifier
DOI https://doi.org/10.5255/UKDA-SN-856729
Metadata Access https://datacatalogue.cessda.eu/oai-pmh/v0/oai?verb=GetRecord&metadataPrefix=oai_ddi25&identifier=5b95a14a486a95c62e326b1e1d4e1e743f83f43fc82d1735fe9e2dfd6a69b766
Provenance
Creator Komljenovic, J, Lancaster University; Sellar, S, University of South Australia; Hansen, M, University of Cambridge
Publisher UK Data Service
Publication Year 2023
Funding Reference ESRC
Rights Janja Komljenovic, Lancaster University; The Data Collection is available for download to users registered with the UK Data Service.
OpenAccess true
Representation
Resource Type Text
Discipline Social Sciences
Spatial Coverage United Kingdom