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Chapter3
TheEthical IssuesofLearningAnalytics
inTheirHistoricalContext
DaiGriffiths
Abstract The ethical context ofLearningAnalytics is framedby two related pro-
cesses.Firstly, theamountofpersonaldataavailable toorganisationshasbeentrans-
formed by the computerisation and the subsequent development of the Internet.
Secondly, themethods and ethical assumptions ofOperationsResearch have been
extended intonewareas.LearningAnalyticscanbeconceptualisedas theextension
ofOperationsResearchmethods to educational institutions, in aprocess facilitated
bytechnologicalandsocialchangesintheearlytwenty-firstcentury.It isarguedthat
theethicaldiscoursehasviewedLearningAnalytics asadiscretefield, and focused
onits internalprocesses,at theexpenseof itsconnectionswith thewidersocialcon-
text.Asaresult, contradictionsarise in thepracticeof researchethics,andanumber
of urgent issues are not given due consideration. These include the partial erosion
of the consensus around theNurembergcode; theuseof ethicalwaivers forquality
improvement; the coercive extraction of data; the use of analytics as an enabling
technology for management; and the educational implications of the relationship
betweensurveillanceand trust.
3.1 EthicsandLearningAnalytics
Asafirst step in considering the ethical context inwhichLearningAnalytics (LA)
iscarriedout, it isnecessary todiscuss thedeclaredpurposeandmodusoperandiof
the field.Writing at an early stage in the development of LA, Long and Siemens,
twoof the principal actors in thefield, explained the rationale for the development
ofLA, arguing that research indicates that “data-driven decision-making improves
organizational output and productivity”, and that education is falling behind other
fields in this respect.
Highereducation,afield thatgathersanastonishingarrayofdataabout its“customers,”has
traditionallybeeninefficient in itsdatause,….Organizationalprocesses—suchasplanning
and resource allocation—often fail to utilize large amounts of data on effective learning
D.Griffiths (B)
TheUniversityofBolton,DeaneRoad,BoltonBL35AB,UK
e-mail: d.e.griffiths@bolton.ac.uk
©TheAuthor(s)2020
D.Burgos (ed.),Radical Solutions and Open Science,LectureNotes
inEducationalTechnology,https://doi.org/10.1007/978-981-15-4276-3_3 39
Radical Solutions and Open Science
An Open Approach to Boost Higher Education
- Title
- Radical Solutions and Open Science
- Subtitle
- An Open Approach to Boost Higher Education
- Editor
- Daniel Burgos
- Publisher
- Springer Open
- Date
- 2020
- Language
- English
- License
- CC BY 4.0
- ISBN
- 978-981-15-4276-3
- Size
- 16.0 x 24.1 cm
- Pages
- 200
- Category
- Informatik