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Wrestling with data: Investigating the role of data in challenging unsustainable practices
KTH, School of Electrical Engineering and Computer Science (EECS), Human Centered Technology, Media Technology and Interaction Design, MID. (Sustainable Futures Lab)ORCID iD: 0000-0002-1089-3389
2025 (English)Doctoral thesis, comprehensive summary (Other academic)Alternative title
Att brottas med data : En undersökning av rollen data har i att utmana ohållbara praktiker (Swedish)
Abstract [en]

The planet is embroiled in multiple crises that threaten to destabilize the biosphere and permanently harm the possibility for a good life on this earth. To make sense of the human impact on the climate, we collect a wealth of environmental data. However, facts seem to not easily move us, leading to little practical action in terms of curbing global greenhouse gas emissions. Urgent transformational change is needed to enable a transition toward more sustainable futures.

Two key challenges hinder this transition. The first is the challenge of translating knowledge about our impact on the climate into meaningful insight and action, with both climate change as concept and data as a material being abstract and complex phenomenon. A second obstacle is how change is understood in the paradigm of western modernity, with rational thinking being seen as the epitome of how people understand and act upon the world. In HCI, this has led to a much critiqued focus persuasive technologies targeting individual behaviour change. 

It is important to stress that the measuring of our impact on the environment do provide an important indication of harm, mediating our understanding of the world. However, such data is fragmented and incomplete, capturing only a limited view of a very wicked and entangled problem. As social practice theory posits, people do not operate in isolation, but are embedded within larger ecologies of stuff, meanings and skills that together constitute everyday life. 

In this thesis, I investigate what a more social and relational engagement with environmental data can entail when the aim is to support a transition to sustainable futures. In particular, the goal of this work has been to invite multiple stakeholder into processes of collectively questioning and challenging unsustainable practices. Drawing on HCI research arguing for relational engagements with immaterial materials like carbon emissions, and employing the concept of middle-out proposed in the sustainable transitions literature, my work spans multiple design-oriented interventions studying social interaction with data at the workplace. Weaving together the different strains of this work, this thesis contributes with practical knowledge for identifying where and how we can facilitate a translation of knowledge into insight and action on the climate crises. 

Abstract [sv]

Världen står ovanför en mängd allvarliga kriser som hotar destabilisera biosfären och skada möjligheterna till ett gott liv på jorden. Överkonsumtion har gjort att mänskligheten överstigit många av planetens gränser. För att förstå vår påverkan på klimatet samlar vi in stora mängder data. Trots detta sker lite praktisk handling för att begränsa växthusgasutsläppen. En hållbar omställning är därför nödvändig och kräver djupa förändringar på alla samhällsnivåer.

Det finns (minst) två utmaningar som hindrar oss från att agera i klimatfrågan. Den första är svårigheten med att översätta den abstrakta kunskap vi har om vår klimatpåverkan till insikt och handling. En ytterligare utmaning är det nuvarande paradigmet vi befinner oss i, moderniteten, och dess förståelse för hur förändring sker, med ett fokus rationellt tänkande. Detta har inom människa-data interaktion lett till ett mycket kritiserat fokus på design av teknologier fokuserat på informationsåtgärder för att motivera beteendeförändringar. 

Det är viktigt att poängtera att mätandet av vår påverkan på klimatet ger en viktig indikation på den skada som sker, men data är begränsad i sin förmåga att avbilda väldigt komplexa, levande system. Enligt praktikteori agerar människor inte i isolation, utan är sammanvävd med omgivningen och vardagslivets olika praktiker. 

I denna avhandlingen undersöker jag vad ett mer socialt och relationellt förhållningssätt till klimatdata kan innebäre för en hållbar omställning. Mer specifikt har mitt mål varit att utforska hur man kan bjuda in ett flertal olika aktörer til processer där man konfronterar och ifrågasätter ohållbara praktier, till exempel akademiskt flygande, och på så sätt stödja en rörelse från kunskap till handling i klimatfrågan. Genom ett flertal studier och interventioner med klimatdata på arbetplatser har jag undersökt var och hur man kan ge liv till sådana processer. Resultaten från detta arbetet bidrar med praktisk kunskap om var vi bör rikta vårt fokus för att skapa transformativ förändring och hur vi kan stödja detta arbetet genom sociala interaktioner med data.

Place, publisher, year, edition, pages
Stockholm: KTH Royal Institute of Technology, 2025. , p. 75
Series
TRITA-EECS-AVL ; 2025:46
Keywords [en]
data, sustainability, middle-out, human-computer interaction, design, academic flying, sustainable transition, social practice
Keywords [sv]
data, hållbarhet, detimellanallt, människo-data interaktion, design, akademiskt flygande, omställning, sociala praktiker
National Category
Human Computer Interaction
Research subject
Human-computer Interaction
Identifiers
URN: urn:nbn:se:kth:diva-363006ISBN: 978-91-8106-267-0 (print)OAI: oai:DiVA.org:kth-363006DiVA, id: diva2:1955629
Public defence
2025-05-28, https://kth-se.zoom.us/j/62265705564, F3, Lindstedtsvägen 26, Stockholm, 13:00 (English)
Opponent
Supervisors
Funder
Swedish Energy Agency, 48156-1
Note

QC 20250430

Available from: 2025-04-30 Created: 2025-04-30 Last updated: 2025-04-30Bibliographically approved
List of papers
1. Exploring the Problem Space of CO2 Emission Reductions from Academic Flying
Open this publication in new window or tab >>Exploring the Problem Space of CO2 Emission Reductions from Academic Flying
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2021 (English)In: Sustainability, E-ISSN 2071-1050, Vol. 13, no 21, p. 12206-12206Article in journal (Refereed) Published
Abstract [en]

CO2 emissions from aviation have been predicted to increase over the coming decades. Within the academic world, flying is often perceived to be a necessary prerequisite to being a successful researcher. Many Swedish universities have ambitious climate goals, but are simultaneously among the top emitters in the public sector. Reaching stated climate goals could feasibly be met through a combination of measures, including decreased flying. One way to address the challenge is to support behavioural interventions with the help of interactive visualizations of CO2 emissions from flying. Those few examples that exist in the research literature are generally directed towards management and are less applicable to universities, given the large autonomy researchers enjoy and their discretionary control of research project funds. This paper uses a design-oriented research approach to present an analysis of the problem space at the intersection of interactive visualizations using air travel data to reduce CO2 emissions from business air travel at our own university, KTH Royal Institute of Technology. Through a number of design experiments, evaluations and investigations, we have unearthed needs, challenges and opportunities for the creation of visualization tools to support more sustainable travel practices at universities and in other knowledge-intensive organisations.

Place, publisher, year, edition, pages
MDPI AG, 2021
Keywords
academic flying, sustainability, visualization, carbon emissions, behaviour change, human–computer interaction
National Category
Information Systems, Social aspects
Research subject
Human-computer Interaction
Identifiers
urn:nbn:se:kth:diva-304636 (URN)10.3390/su132112206 (DOI)000721249400001 ()2-s2.0-85118679903 (Scopus ID)
Projects
FLIGHT3250sflab
Funder
Swedish Energy Agency, 48156-1
Note

QC 20211215

Available from: 2021-11-09 Created: 2021-11-09 Last updated: 2025-04-30Bibliographically approved
2. Dealing with carbon: physicalisation of academic flying to support collective meaning-making for a low-carbon academia
Open this publication in new window or tab >>Dealing with carbon: physicalisation of academic flying to support collective meaning-making for a low-carbon academia
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2024 (English)In: Behavior and Information Technology, ISSN 0144-929X, E-ISSN 1362-3001, Vol. 43, no 14, p. 3371-3388Article in journal (Refereed) Published
Abstract [en]

Today there is a wealth of data available detailing the climate impact of our actions, including the CO2 emissions from academic flying. Despite this, such data is hard to engage with in the abstract, leading to little practical action. In this paper, we investigate how to support processes of collectively working through and making sense of environmental data about academic flying through data physicalisation. Drawing on the results from a series of workshops with stakeholders at our own university, in which we have designed and deployed a data physicalisation of flight data, we describe this process and discuss lessons learned with a focus on material, engagement with data and ethics.

Place, publisher, year, edition, pages
Informa UK Limited, 2024
National Category
Human Computer Interaction
Research subject
Art, Technology and Design
Identifiers
urn:nbn:se:kth:diva-356353 (URN)10.1080/0144929X.2024.2408366 (DOI)001322338700001 ()2-s2.0-85205239758 (Scopus ID)
Projects
sflabFLIGHT3250
Note

QC 20250218

Available from: 2024-11-14 Created: 2024-11-14 Last updated: 2025-04-30Bibliographically approved
3. Looking under the hood: Four stories of changed flying practices in academia
Open this publication in new window or tab >>Looking under the hood: Four stories of changed flying practices in academia
(English)Manuscript (preprint) (Other academic)
Abstract [en]

Flying as a mode of transport is deeply embedded in academic practices. Expectations of co-presence among academics is high and the globalisation of academia encourages increased flying. This however is troubling given the climate impact of flying. In order to decrease greenhouse gas emissions from academic flying, a change of practice needs to happen. How to do so is however a complex challenge. In this paper, we investigate how such a change could happen. Through the analysis of a large data set of how employees at our own university fly, we identified a set of departments that either significantly increased or significantly decreased their flying over a period of three years (2017-2019), just before the onset of Covid-19. Using resource tracing interviews, we brought the data back to these departments to understand how and why such dramatic changes in flying took place at these departments. The results illustrate a complicated story of how research practices, norms, funding opportunities and internationalization drives changes in flying behaviour, and demonstrate the importance of taking local conditions as a starting point for a transition toward a low-flying academia.

Keywords
academic flying; data; resource tracing; sustainability
National Category
Environmental Studies in Social Sciences
Identifiers
urn:nbn:se:kth:diva-363004 (URN)
Projects
FLIGHT
Note

Submitted to Journal of Travel behaviour and society April 2025

QC 20250505

Available from: 2025-04-30 Created: 2025-04-30 Last updated: 2025-05-05Bibliographically approved
4. Exploring the Use of a Carbon Footprint Calculator Challenging Everyday Habits
Open this publication in new window or tab >>Exploring the Use of a Carbon Footprint Calculator Challenging Everyday Habits
2022 (English)In: Nordic Human-Computer Interaction Conference, Association for Computing Machinery (ACM) , 2022Conference paper, Published paper (Refereed)
Abstract [en]

Carbon calculators have been put forth as a tool to motivate sustainable behaviour change in people. However, the approach of “just” presenting numbers to communicate climate footprints has not been found to be an effective strategy. In this paper, we investigate the use of an application that combines carbon footprint calculations with gamelike features in order to address the gap between awareness and behaviour. Our results are based on an interview study and show that while respondents appreciate the idea, there are several problem areas which have implications for the design of carbon calculators, including issues with targeting the “right users”, the use of gamification and the absence of a social context. Furthermore, the results point towards general barriers and opportunities for design when the aim is to design for sustainable behaviour change. This includes a need to be adaptive to the transitioning process towards a low carbon lifestyle.  

 

Place, publisher, year, edition, pages
Association for Computing Machinery (ACM), 2022
National Category
Information Systems, Social aspects
Research subject
Media Technology
Identifiers
urn:nbn:se:kth:diva-320583 (URN)10.1145/3546155.3546668 (DOI)2-s2.0-85140927749 (Scopus ID)
Conference
NordiCHI '22: Nordic Human-Computer Interaction Conference Aarhus Denmark October 8 - 12, 2022
Projects
sflabHabitWiseMID4S
Note

QC 20221101

Available from: 2022-10-26 Created: 2022-10-26 Last updated: 2025-04-30Bibliographically approved
5. The role of a workplace campaign and a carbon footprint calculator for motivating pro-environmental habits
Open this publication in new window or tab >>The role of a workplace campaign and a carbon footprint calculator for motivating pro-environmental habits
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2025 (English)In: Sustainability: Science, Practice, & Policy, E-ISSN 1548-7733, Vol. 21, no 1, article id 2479320Article in journal (Refereed) Published
Abstract [en]

Household consumption accounts for around 60% of Sweden’s consumption-based climate emissions. Carbon footprint calculators have been proposed as potentially effective tools for making people aware of their climate footprint, but their success in supporting habit change has been limited. One reason may be the calculators’ inability to point to concrete action, failing to give users the agency to change their routines. In this article, we shift the focus from the carbon calculator to its social context, supported by a workplace campaign. How can a workplace campaign including a footprint calculator raise awareness about the climate impacts of everyday habits and motivate lifestyle changes? We draw upon knowledge of social psychology, emphasizing the social context as a platform for change. We studied campaigns at two workplaces–how they affected employees’ pro-environmental habits and factors strengthening and weakening their motivation. We show that workplace campaigns can help employees reduce their carbon footprint through changes in everyday habits. Companies can play an essential role in supporting such processes. On the one hand, participants in the campaigns were motivated by the companies’ engagement in sustainable lifestyles and their support for employees’ efforts to form more sustainable everyday habits. Social aspects of the campaign, such as team spirit and the presence of a strong leader, also played key roles. On the other hand, participants’ motivation was weakened because the campaign did not adequately target their current practices and foster a sense of a community. Their motivation was also undermined by problems using the footprint calculator.

Place, publisher, year, edition, pages
Informa UK Limited, 2025
Keywords
carbon calculator, gamification, Sustainable consumption, workplace intervention
National Category
Environmental Studies in Social Sciences
Identifiers
urn:nbn:se:kth:diva-362719 (URN)10.1080/15487733.2025.2479320 (DOI)001468159300001 ()2-s2.0-105002598925 (Scopus ID)
Note

QC 20250424

Available from: 2025-04-23 Created: 2025-04-23 Last updated: 2025-04-30Bibliographically approved

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