Keeping One’s Shiny Mercedes in the Garage: Why Higher Education Quantification Never Really Took Off in Germany
Autor(a) principal: | |
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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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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 |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/article |
format |
article |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
https://doi.org/10.17645/pag.v8i2.2584 oai:ojs.cogitatiopress.com:article/2584 |
url |
https://doi.org/10.17645/pag.v8i2.2584 |
identifier_str_mv |
oai:ojs.cogitatiopress.com:article/2584 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
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 |
dc.format.none.fl_str_mv |
application/pdf |
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 reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação instacron:RCAAP |
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Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
instacron_str |
RCAAP |
institution |
RCAAP |
reponame_str |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
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Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
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Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
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