Keeping One’s Shiny Mercedes in the Garage: Why Higher Education Quantification Never Really Took Off in Germany

Detalhes bibliográficos
Autor(a) principal: Hillebrandt, Maarten
Data de Publicação: 2020
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: https://doi.org/10.17645/pag.v8i2.2584
Resumo: The cybernetic dream of regulatory ‘dashboard control’ has taken off in the German higher education system. Both government regulators and university managers are engaged in the creation of waves of increasingly fine-grained quantitative data. Yet a wide range of recent case studies of the German higher education sector attest that in spite of this ‘datafication’ frenzy, the impact of the collected data mass on regulatory and managerial decision-making capacities seems to have remained relatively limited. This article explores why, in spite of the considerable investment in quantitative data infrastructures in the German higher education sector, this did not result in significant overt analytical capacity building. It explores three hypotheses: 1) a legal hypothesis according to which quantification is curbed by legal protections under the Rechtsstaat; 2) a dysfunctionality hypothesis which holds that decision makers reject quantification as a flawed and impracticable pursuit; and 3) an egalitarian federalism hypothesis which argues that Germany’s federal states seek to prevent commensurability to avoid comparison and competition. The article finds that, in spite of its inconspicuousness, quantification indeed does inform various central decision-making processes. However, different legal, political, and relational factors prompt decision makers to engage in a hybrid, tempered and, overall, untransparent application of numerical data.
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spelling Keeping One’s Shiny Mercedes in the Garage: Why Higher Education Quantification Never Really Took Off in Germanyadministrative capacity; data; education; Germany; quantificationThe cybernetic dream of regulatory ‘dashboard control’ has taken off in the German higher education system. Both government regulators and university managers are engaged in the creation of waves of increasingly fine-grained quantitative data. Yet a wide range of recent case studies of the German higher education sector attest that in spite of this ‘datafication’ frenzy, the impact of the collected data mass on regulatory and managerial decision-making capacities seems to have remained relatively limited. This article explores why, in spite of the considerable investment in quantitative data infrastructures in the German higher education sector, this did not result in significant overt analytical capacity building. It explores three hypotheses: 1) a legal hypothesis according to which quantification is curbed by legal protections under the Rechtsstaat; 2) a dysfunctionality hypothesis which holds that decision makers reject quantification as a flawed and impracticable pursuit; and 3) an egalitarian federalism hypothesis which argues that Germany’s federal states seek to prevent commensurability to avoid comparison and competition. The article finds that, in spite of its inconspicuousness, quantification indeed does inform various central decision-making processes. However, different legal, political, and relational factors prompt decision makers to engage in a hybrid, tempered and, overall, untransparent application of numerical data.Cogitatio2020-04-09info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttps://doi.org/10.17645/pag.v8i2.2584oai:ojs.cogitatiopress.com:article/2584Politics and Governance; Vol 8, No 2 (2020): Quantifying Higher Education: Governing Universities and Academics by Numbers; 48-572183-2463reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAPenghttps://www.cogitatiopress.com/politicsandgovernance/article/view/2584https://doi.org/10.17645/pag.v8i2.2584https://www.cogitatiopress.com/politicsandgovernance/article/view/2584/2584https://www.cogitatiopress.com/politicsandgovernance/article/downloadSuppFile/2584/1024Copyright (c) 2020 Maarten Hillebrandthttp://creativecommons.org/licenses/by/4.0info:eu-repo/semantics/openAccessHillebrandt, Maarten2022-12-22T15:16:10Zoai:ojs.cogitatiopress.com:article/2584Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T16:22:15.690039Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Keeping One’s Shiny Mercedes in the Garage: Why Higher Education Quantification Never Really Took Off in Germany
title Keeping One’s Shiny Mercedes in the Garage: Why Higher Education Quantification Never Really Took Off in Germany
spellingShingle Keeping One’s Shiny Mercedes in the Garage: Why Higher Education Quantification Never Really Took Off in Germany
Hillebrandt, Maarten
administrative capacity; data; education; Germany; quantification
title_short Keeping One’s Shiny Mercedes in the Garage: Why Higher Education Quantification Never Really Took Off in Germany
title_full Keeping One’s Shiny Mercedes in the Garage: Why Higher Education Quantification Never Really Took Off in Germany
title_fullStr Keeping One’s Shiny Mercedes in the Garage: Why Higher Education Quantification Never Really Took Off in Germany
title_full_unstemmed Keeping One’s Shiny Mercedes in the Garage: Why Higher Education Quantification Never Really Took Off in Germany
title_sort Keeping One’s Shiny Mercedes in the Garage: Why Higher Education Quantification Never Really Took Off in Germany
author Hillebrandt, Maarten
author_facet Hillebrandt, Maarten
author_role author
dc.contributor.author.fl_str_mv Hillebrandt, Maarten
dc.subject.por.fl_str_mv administrative capacity; data; education; Germany; quantification
topic administrative capacity; data; education; Germany; quantification
description The cybernetic dream of regulatory ‘dashboard control’ has taken off in the German higher education system. Both government regulators and university managers are engaged in the creation of waves of increasingly fine-grained quantitative data. Yet a wide range of recent case studies of the German higher education sector attest that in spite of this ‘datafication’ frenzy, the impact of the collected data mass on regulatory and managerial decision-making capacities seems to have remained relatively limited. This article explores why, in spite of the considerable investment in quantitative data infrastructures in the German higher education sector, this did not result in significant overt analytical capacity building. It explores three hypotheses: 1) a legal hypothesis according to which quantification is curbed by legal protections under the Rechtsstaat; 2) a dysfunctionality hypothesis which holds that decision makers reject quantification as a flawed and impracticable pursuit; and 3) an egalitarian federalism hypothesis which argues that Germany’s federal states seek to prevent commensurability to avoid comparison and competition. The article finds that, in spite of its inconspicuousness, quantification indeed does inform various central decision-making processes. However, different legal, political, and relational factors prompt decision makers to engage in a hybrid, tempered and, overall, untransparent application of numerical data.
publishDate 2020
dc.date.none.fl_str_mv 2020-04-09
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url https://doi.org/10.17645/pag.v8i2.2584
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dc.language.iso.fl_str_mv eng
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dc.relation.none.fl_str_mv https://www.cogitatiopress.com/politicsandgovernance/article/view/2584
https://doi.org/10.17645/pag.v8i2.2584
https://www.cogitatiopress.com/politicsandgovernance/article/view/2584/2584
https://www.cogitatiopress.com/politicsandgovernance/article/downloadSuppFile/2584/1024
dc.rights.driver.fl_str_mv Copyright (c) 2020 Maarten Hillebrandt
http://creativecommons.org/licenses/by/4.0
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Copyright (c) 2020 Maarten Hillebrandt
http://creativecommons.org/licenses/by/4.0
eu_rights_str_mv openAccess
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dc.publisher.none.fl_str_mv Cogitatio
publisher.none.fl_str_mv Cogitatio
dc.source.none.fl_str_mv Politics and Governance; Vol 8, No 2 (2020): Quantifying Higher Education: Governing Universities and Academics by Numbers; 48-57
2183-2463
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