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Karlsson, M., Borgström, E. & Lundahl, C. (2025). Decoding school marketisation: exploring computational analytics in large-scale policy data. Learning, Media & Technology, 1-17
Open this publication in new window or tab >>Decoding school marketisation: exploring computational analytics in large-scale policy data
2025 (English)In: Learning, Media & Technology, ISSN 1743-9884, E-ISSN 1743-9892, p. 1-17Article in journal (Refereed) Epub ahead of print
Abstract [en]

Over the past four decades, Sweden's education system has undergone a profound transformation, shifting from a centralised structure to a market-oriented model characterised by independent schools, deregulation, and competition. This paper introduces an innovative methodological approach to studying this transformation by applying computational text analysis with large language models (LLMs) to 45 years of parliamentary debates. By leveraging these methods and extensive parliamentary open data, we identify thematic patterns, ideological shifts, and policy discourses that have shaped the marketisation of Swedish education. Our methodological contribution lies in demonstrating how LLMs can be employed to scale up traditional discourse analysis, bridging the gap between computational methods and qualitative interpretative approaches. We engage critically with the challenges of algorithmic opacity, validation strategies, and interpretative transparency, addressing concerns about bias and the risks of black-boxed analyses. Combining machine-assisted text analysis with traditional qualitative methodologies, we present a scalable yet nuanced framework for studying education policy debates over time.

Place, publisher, year, edition, pages
Routledge, 2025
Keywords
School marketisation, omputational text analysis, parliamentary debate, Swedish education policy, large language models (LlMs)
National Category
Educational Sciences
Identifiers
urn:nbn:se:oru:diva-121223 (URN)10.1080/17439884.2025.2505555 (DOI)001489328500001 ()2-s2.0-105005094570 (Scopus ID)
Projects
Decoding the marketization of education in Sweden through computational analyses
Funder
Swedish Research Council, 2023-04477
Available from: 2025-05-26 Created: 2025-05-26 Last updated: 2025-05-26Bibliographically approved
Borgström, E., Karlsson, M. & Lundahl, C. (2025). Decoding School Marketization: Exploring Computational Analytics in Large-Scale Policy Data. Learning, Media & Technology
Open this publication in new window or tab >>Decoding School Marketization: Exploring Computational Analytics in Large-Scale Policy Data
2025 (English)In: Learning, Media & Technology, ISSN 1743-9884, E-ISSN 1743-9892Article in journal (Refereed) Accepted
Abstract [en]

Over the past four decades, Sweden's education system has undergone a profound transformation, shifting from a centralised structure to a market-oriented model characterised by independent schools, deregulation, and competition. This paper introduces an innovative methodological approach to studying this transformation by applying computational text analysis with large language models (LLMs) to 45 years of parliamentary debates. By leveraging these methods and extensive parliamentary open data, we identify thematic patterns, ideological shifts, and policy discourses that have shaped the marketisation of Swedish education. Our methodological contribution lies in demonstrating how LLMs can be employed to scale up traditional discourse analysis, bridging the gap between computational methods and qualitative interpretative approaches. We engage critically with the challenges of algorithmic opacity, validation strategies, and interpretative transparency, addressing concerns about bias and the risks of black-boxed analyses. Combining machine-assisted text analysis with traditional qualitative methodologies, we present a scalable yet nuanced framework for studying education policy debates over time.

Place, publisher, year, edition, pages
Routledge, 2025
Keywords
School Marketisation, Computational Text Analysis, Parliamentary Debate, Swedish Education Policy, Large Language Models (LLMs)
National Category
Pedagogy
Research subject
Education
Identifiers
urn:nbn:se:oru:diva-120992 (URN)
Projects
Decoding the marketization of education in Sweden through computational analyses (VR 2024-2027)Decoding Education Policy: Computational Methods for Education Policy Research (VR 2023-2024)
Available from: 2025-05-09 Created: 2025-05-09 Last updated: 2025-05-09Bibliographically approved
Karlsson, M., Borgström, E. & Lundahl, C. (2025). How You Sample Determines What You Find: Investigating Bias in Parliamentary Data Sampling Methods. Paper presented at Digital Humanities in the Nordic and Baltic Countries 2024 - Digital Parliamentary Data in Action (DiPaDA 2024) workshop. Digital Humanities in the Nordic and Baltic Countries Publications, 7(1), 79-89
Open this publication in new window or tab >>How You Sample Determines What You Find: Investigating Bias in Parliamentary Data Sampling Methods
2025 (English)In: Digital Humanities in the Nordic and Baltic Countries Publications, E-ISSN 2704-1441, Vol. 7, no 1, p. 79-89Article in journal (Refereed) Published
Abstract [en]

This study addresses the issue of sampling error within research on subsets of parliamentary text corpora. Two samples of parliamentary speeches relating to the marketisation of the Swedish education system, drawn thr ough different sampling techniques, are analysed and compared. The analyses find that diverging sampling methodologies can be complementary as each method adds substantial quantities of unique documents to the dataset. Further, the diverging sampling methodologies employed produce documents with similar semantic content. However, analyses of the distributi on of speeches between party affiliations and speakers indicate va st differences between the two samples. These results indicate that sampling frames can substantially influence the findings of parliamentary text analyses. We conclude that combining different sampling techniques can be a way to reduce the ris k of sampling error, which in turn can have a strong influence on the conclusions drawn from analyses of parliamentary texts. 

Place, publisher, year, edition, pages
Oslo: University of Oslo, 2025
Keywords
Parliamentary data, sampling error, school marketisation
National Category
Political Science
Research subject
Political Science
Identifiers
urn:nbn:se:oru:diva-119622 (URN)10.5617/dhnbpub.12237 (DOI)
Conference
Digital Humanities in the Nordic and Baltic Countries 2024 - Digital Parliamentary Data in Action (DiPaDA 2024) workshop
Projects
Utbildningspolitiken avkodad: Datorlingvistika metoder för utbildningspolitisk forskningMarknadsskolan avkodad - datalingvistsiska analyser av 40 års utbildningspolitik
Funder
Swedish Research Council, 2022-04606; 2023-04477
Available from: 2025-03-01 Created: 2025-03-01 Last updated: 2025-03-03Bibliographically approved
Primus, R. S. & Karlsson, M. (2025). Mapping the landscape and effects of performance analysis technologies in Swedish elite soccer. In: NASSM (North American Society for Sport Management) Conference, San Diego, May 27-30, 2025: . Paper presented at NASSM (North American Society for Sport Management) Conference, San Diego, May 27-30, 2025.
Open this publication in new window or tab >>Mapping the landscape and effects of performance analysis technologies in Swedish elite soccer
2025 (English)In: NASSM (North American Society for Sport Management) Conference, San Diego, May 27-30, 2025, 2025Conference paper, Oral presentation only (Refereed)
Abstract [en]

During the last few decades, technologies to monitor, test, and analyze athletes’ performance have been developed, such as global positioning systems (GPS), stadium camcorders, and heart rate monitors (Cullinane et al., 2024; Svensson & Svensson, 2021). Data from these sources is central to sports clubs’ management of athletes’ performances, and Robertson (2020) argues that the development of data gathering in sport has led to a new scenario for coaching staff, athletes, and performance analysts, where adaptive tools are essentially required to understand the needs of sports performance. At the forefront are economically strong clubs in the major leagues (Krizkova et al., 2021), but considerable growth is occurring as technologies become more affordable (Brink & Lemmink, 2018).

However, there is a growing body of literature that points to negative consequences. ‘Tech-data’ tends to govern too much, resulting in a distortion of lived experience and the dehumanization of both athletes and coaches (Gamble et al., 2020; Woods et al., 2021). Ultimately, what is at stake is who and what should make the decisions regarding athletes’ performance. Studies in this area have mainly been conducted in the Anglosphere on men’s sports, which limits the relevance of the conclusions drawn (Mulvenna, 2024; Nicholls et al., 2018). To provide more informed recommendations to sports organizations, research is needed on contexts with different conditions and resources, as well as on women’s sports (Barker-Ruchti et al., 2021; Martin et al., 2018).

This study responds to this call. Using Swedish men’s and women’s elite football as an example—a context that has recently begun to invest in emerging technologies (Barker-Ruchti et al., 2021)—the purpose of this study is to advance the understanding of the effects of using technology in the management of athletes’ performance. The specific aims are: 1) to map the landscape of performance analysis technologies in Swedish elite football in terms of a) what is used, b) why it is used, and c) how it is used; and 2) to illuminate how the use of technology affects the power relations between managers, coaches, analysts, and athletes.

To collect data, a questionnaire has been sent to all elite clubs in Swedish men’s and women’s football. Analytically, the study builds on the perspective of governmentality (Foucault & Faubion, 2002; Walters, 2012), which facilitates an understanding of how governing processes constitute subject positions and the power relations between them (Primus, 2024). This study will analyze what subject positions (i.e., managers, coaches, analysts, and players) and power relations the ‘governmentality of technology’ constitutes in the context of Swedish elite soccer.

Data analysis has just started and has so far only focused on the mapping (aim 1). Preliminary findings show that most Swedish elite soccer clubs use GPS, video, and heart rate monitors to track tactical and physiological aspects, respectively. It is mostly the physio or the analyst who collects, interprets, and communicates the data. However, the scope depends significantly on the resources and number of individuals in the coaching staff of the club.

Keywords
performance analysis, technology, Swedish elite football
National Category
Sport and Fitness Sciences
Research subject
Sports Science
Identifiers
urn:nbn:se:oru:diva-121509 (URN)
Conference
NASSM (North American Society for Sport Management) Conference, San Diego, May 27-30, 2025
Projects
Who makes the calls? Consequences of using performance analysis technology in Swedish elite football
Funder
Swedish National Centre for Research in Sports, D2025-0051
Available from: 2025-06-10 Created: 2025-06-10 Last updated: 2025-06-26Bibliographically approved
Hayes, T. & Karlsson, M. (2024). E-Participation Without Democracy: Understanding Variation in Digital Engagement in Non-democracies. In: Marius Rohde Johannessen; Csaba Csáki; Lieselot Danneels; Sara Hofmann; Thomas Lampoltshammer; Peter Parycek; Gerhard Schwabe; Efthimios Tambouris; Jolien Ubacht (Ed.), Electronic Participation: 16th IFIP WG 8.5 International Conference, ePart 2024, Ghent, Belgium, September 3–5, 2024, Proceedings. Paper presented at 16th International Conference on Electronic Participation (ePart 2024), Ghent University, Ghent, Belgium, September 3-5, 2024 (pp. 99-115). Springer, 14891
Open this publication in new window or tab >>E-Participation Without Democracy: Understanding Variation in Digital Engagement in Non-democracies
2024 (English)In: Electronic Participation: 16th IFIP WG 8.5 International Conference, ePart 2024, Ghent, Belgium, September 3–5, 2024, Proceedings / [ed] Marius Rohde Johannessen; Csaba Csáki; Lieselot Danneels; Sara Hofmann; Thomas Lampoltshammer; Peter Parycek; Gerhard Schwabe; Efthimios Tambouris; Jolien Ubacht, Springer, 2024, Vol. 14891, p. 99-115Conference paper, Published paper (Refereed)
Abstract [en]

The variation in E-participation adoption and obstruction among non-democratic regimes is not sufficiently understood in earlier research. We attribute this to a lack of conceptual instruments for systematically studying the regime attributes of non-democratic states. Inspired by the work of Linz and Stepan (1), we demonstrate how a more fine-grained and multi-dimensional taxonomy of non-democratic regimes could differentiate between regime behaviours. Based on this categorisation, we further formulate expectations regarding four dimensions of E-participation in different types of non-democratic regimes. We argue that the proposed regime categorisation and identified expectations can form a basis for more nuanced comparative research on E-participation in non-democratic states.

Place, publisher, year, edition, pages
Springer, 2024
Series
Lecture Notes in Computer Science, ISSN 0302-9743, E-ISSN 1611-3349 ; 14891
Keywords
E-participation, Non-democratic regimes, Comparative politics, regime categorisation
National Category
Political Science
Identifiers
urn:nbn:se:oru:diva-116730 (URN)10.1007/978-3-031-70804-6_7 (DOI)001308595100007 ()2-s2.0-85202639132 (Scopus ID)9783031708039 (ISBN)9783031708046 (ISBN)
Conference
16th International Conference on Electronic Participation (ePart 2024), Ghent University, Ghent, Belgium, September 3-5, 2024
Available from: 2024-10-17 Created: 2024-10-17 Last updated: 2024-10-17Bibliographically approved
Karlsson, M. & Adenskog, M. (2024). Looking beyond “the tool itself”: Towards a political systems understanding of E-participation. eJournal of eDemocracy & Open Government, 16(2), 28-48
Open this publication in new window or tab >>Looking beyond “the tool itself”: Towards a political systems understanding of E-participation
2024 (English)In: eJournal of eDemocracy & Open Government, E-ISSN 2075-9517, Vol. 16, no 2, p. 28-48Article in journal (Refereed) Published
Abstract [en]

In this paper, we argue that E-participation research is at a crossroads as its theories and empirical scope are increasingly detached from the contemporary relationship between information technology and political participation.  We illustrate this challenge through two developments: (1) the dissolving boundaries between online and offline spheres of political participation and (2) the growing dissociation between ICTs and democracy. In light of these developments, we present a potential path forward for the field, inspired by the so-called "systemic turn" in research on deliberative democracy and democratic innovations. We argue for a perspective that emphasises the relationship between E-participation and the political system in which it is enacted.  In our conclusion, this allows us to present alternative potential directions for future research within the field.

Place, publisher, year, edition, pages
Krems, 2024
National Category
Political Science
Research subject
Political Science
Identifiers
urn:nbn:se:oru:diva-116427 (URN)10.29379/jedem.v16i2.915 (DOI)2-s2.0-85209882998 (Scopus ID)
Available from: 2024-10-01 Created: 2024-10-01 Last updated: 2025-01-14Bibliographically approved
Karlsson, M. & Adenskog, M. (2023). The Case for a Broader Approach to e-Participation Research: Hybridity, Isolation and System Orientation. In: Noella Edelmann; Lieselot Danneels; Anna-Sophie Novak; Panos Panagiotopoulos; Iryna Susha (Ed.), Electronic Participation: 15th IFIP WG 8.5 International Conference, ePart 2023, Budapest, Hungary, September 5–7, 2023, Proceedings. Paper presented at 22nd IFIP WG 8.5 International Conference on Electronic Government (EGOV) / International Conference on E-Democracy and Open Government (CeDEM) / 15th IFIP WG 8.5 International Conference on Electronic Participation (EPart), Corvinus University, Budapest, Hungary, September 5-7, 2023 (pp. 3-14). Springer Nature, 14153
Open this publication in new window or tab >>The Case for a Broader Approach to e-Participation Research: Hybridity, Isolation and System Orientation
2023 (English)In: Electronic Participation: 15th IFIP WG 8.5 International Conference, ePart 2023, Budapest, Hungary, September 5–7, 2023, Proceedings / [ed] Noella Edelmann; Lieselot Danneels; Anna-Sophie Novak; Panos Panagiotopoulos; Iryna Susha, Springer Nature, 2023, Vol. 14153, p. 3-14Conference paper, Published paper (Refereed)
Abstract [en]

Two decades into the young history of e-participation research, we aim to take stock of the state of this field in the light of three developments that we argue have substantial implications for research on electronic participation: (1) dissolving boundaries between online and offline spheres of political participation; (2) academic isolation of e-participation research from other research fields related to political participation; and (3) the systemic turn in research on political participation. In relation to these developments, we discuss the potential role of the field in the future and make the case for a broader approach to e-participation research.

Place, publisher, year, edition, pages
Springer Nature, 2023
Series
Lecture Notes in Computer Science, ISSN 0302-9743, E-ISSN 1611-3349 ; Vol. 14153
Keywords
E-participation, Hybridization, Academic isolation, Political systems, Democratic innovations
National Category
Political Science
Identifiers
urn:nbn:se:oru:diva-117429 (URN)10.1007/978-3-031-41617-0_1 (DOI)001313870100001 ()2-s2.0-85171592540 (Scopus ID)9783031416163 (ISBN)9783031416170 (ISBN)
Conference
22nd IFIP WG 8.5 International Conference on Electronic Government (EGOV) / International Conference on E-Democracy and Open Government (CeDEM) / 15th IFIP WG 8.5 International Conference on Electronic Participation (EPart), Corvinus University, Budapest, Hungary, September 5-7, 2023
Available from: 2024-11-21 Created: 2024-11-21 Last updated: 2024-11-21Bibliographically approved
Karlsson, M., Karlsson, F., Åström, J. & Denk, T. (2022). The effect of perceived organizational culture on employees’ information security compliance. Information and Computer Security, 30(3), 382-401
Open this publication in new window or tab >>The effect of perceived organizational culture on employees’ information security compliance
2022 (English)In: Information and Computer Security, E-ISSN 2056-4961, Vol. 30, no 3, p. 382-401Article in journal (Refereed) Published
Abstract [en]

Purpose: This paper aims to investigate the connection between different perceived organizational cultures and information security policy compliance among white-collar workers.

Design/methodology/approach: The survey using the Organizational Culture Assessment Instrument was sent to white-collar workers in Sweden (n = 674), asking about compliance with information security policies. The survey instrument is an operationalization of the Competing Values Framework that distinguishes between four different types of organizational culture: clan, adhocracy,market and bureaucracy.

Findings: The results indicate that organizational cultures with an internal focus are positively related to employees’ information security policy compliance. Differences in organizational culture with regards to control and flexibility seem to have less effect. The analysis shows that a bureaucratic form of organizational culture is most fruitful for fostering employees’ information security policy compliance.

Research limitations/implications: The results suggest that differences in organizational culture are important for employees’ information security policy compliance. This justifies further investigating the mechanisms linking organizational culture to information security compliance.

Practical implications: Practitioners should be aware that the different organizational cultures do matter for employees’ information security compliance. In businesses and the public sector, the authors see a development toward customer orientation and marketization, i.e. the opposite an internal focus, that may have negative ramifications for the information security of organizations.

Originality/value: Few information security policy compliance studies exist on the consequences of different organizational/information cultures.

Place, publisher, year, edition, pages
Emerald Group Publishing Limited, 2022
Keywords
Organizational culture, Information security policy compliance, Competing values framework, Information security policy, Information security culture, Bureaucratic culture
National Category
Information Systems, Social aspects
Research subject
Informatics
Identifiers
urn:nbn:se:oru:diva-96073 (URN)10.1108/ics-06-2021-0073 (DOI)000731588700001 ()2-s2.0-85121446066 (Scopus ID)
Funder
Swedish Civil Contingencies Agency
Available from: 2021-12-17 Created: 2021-12-17 Last updated: 2025-05-23Bibliographically approved
Alexopoulou, S., Åström, J. & Karlsson, M. (2022). The grey digital divide and welfare state regimes: a comparative study of European countries. Information Technology and People, 35(8), 273-291
Open this publication in new window or tab >>The grey digital divide and welfare state regimes: a comparative study of European countries
2022 (English)In: Information Technology and People, ISSN 0959-3845, E-ISSN 1758-5813, Vol. 35, no 8, p. 273-291Article in journal (Refereed) Published
Abstract [en]

Purpose: Technology access, digital skills, and digital services are increasingly prerequisites for public life and accessing public services. The digital divide in contemporary societies matters for efforts to digitalize the welfare state. Research has already mapped individual determinants of digital exclusion and the existence of an age-related digital divide. However, far less attention has been paid to variations in digital inclusion between countries and to their potential explanations related to political systems. This study explores the influence of variations in welfare regimes on the digital divide among seniors (aged 65+) in Europe.

Design/methodology/approach: This article presents time-series cross-sectional analyses of the relationship between welfare state regimes and digital inclusion among seniors in European countries. The analyses are based on data from Eurostat, the World Bank, and the UN E-Government Survey.

Findings: The authors find extensive variation in the digital inclusion of citizens between welfare regimes and argue that considering regime differences improves the understanding of these variations. The findings indicate that the age-related digital divide seems to be least evident in countries with more universalistic welfare regimes and most evident in countries where seniors rely more on their families.

Originality/value: This is the first comparative study of the association between welfare state regimes and digital inclusion among seniors.

Place, publisher, year, edition, pages
Emerald Group Publishing Limited, 2022
Keywords
Digital divide, Digital inclusion, Seniors, Welfare regimes
National Category
Political Science
Research subject
Political Science
Identifiers
urn:nbn:se:oru:diva-100215 (URN)10.1108/ITP-11-2020-0803 (DOI)000828217000001 ()2-s2.0-85134625977 (Scopus ID)
Available from: 2022-07-24 Created: 2022-07-24 Last updated: 2022-12-27Bibliographically approved
Karlsson, M., Åström, J. & Adenskog, M. (2021). Democratic Innovation in Times of Crisis: Exploring Changes in Social and Political Trust. Policy & Internet, 13(1), 113-133
Open this publication in new window or tab >>Democratic Innovation in Times of Crisis: Exploring Changes in Social and Political Trust
2021 (English)In: Policy & Internet, E-ISSN 1944-2866, Vol. 13, no 1, p. 113-133Article in journal (Refereed) Published
Abstract [en]

The Estonian Citizens’ Assembly (ECA) was initiated in late 2012 as a direct consequence of a legitimacy crisis of Estonian political parties and representative institutions. The spark igniting this crisis was the unravelling of a scheme of illegal party financing. The response from the governmental institutions took the form of a democratic innovation involving public crowd-sourcing and deliberative mini-publics. This study reports on a survey among the participants in the online crowd-sourcing process of the ECA (n=847). The study examines how this democratic innovation influenced participants’ social and political trust as well as the impact of participants predispositions and level of satisfaction with the ECA on changes in trust. We find that participants that had positive predispositions and who were satisfied with the ECA were more likely to gain trust. Further, we also find that the participants in general became more distrustful of political institutions, while their participation fostered increased social trust. This outcome departs from the intentions of the Estonian institutions which organized the ECA, and sheds new light on the role of democratic innovations in the context of legitimacy crises. This is an important step forward in the scholarly understanding of the relationship between democratic innovation and trust.

Place, publisher, year, edition, pages
John Wiley & Sons, 2021
Keywords
Online participation, political trust, social trust, democratic innovation, crowdsourcing, Estonian Citizens’ Assembly, deliberation
National Category
Political Science
Research subject
Political Science
Identifiers
urn:nbn:se:oru:diva-83524 (URN)10.1002/poi3.248 (DOI)000556034600001 ()2-s2.0-85089022471 (Scopus ID)
Available from: 2020-06-24 Created: 2020-06-24 Last updated: 2024-01-12Bibliographically approved
Organisations
Identifiers
ORCID iD: ORCID iD iconorcid.org/0000-0002-5485-8577

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