Zoekresultaat: 6 artikelen

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Jaar 2020 x
Thema-artikel

Een transparant debat over algoritmen

Tijdschrift Bestuurskunde, Aflevering 4 2020
Trefwoorden AI, ethics, Big Data, human rights, governance
Auteurs Dr. Oskar J. Gstrein en Prof. dr. Andrej Zwitter
SamenvattingAuteursinformatie

    The police use all sorts of information to fulfil their tasks. Whereas collection and interpretation of information traditionally could only be done by humans, the emergence of ‘Big Data’ creates new opportunities and dilemmas. On the one hand, large amounts of data can be used to train algorithms. This allows them to ‘predict’ offenses such as bicycle theft, burglary, or even serious crimes such as murder and terrorist attacks. On the other hand, highly relevant questions on purpose, effectiveness, and legitimacy of the application of machine learning/‘artificial intelligence’ drown all too often in the ocean of Big Data. This is particularly problematic if such systems are used in the public sector in democracies, where the rule of law applies, and where accountability, as well as the possibility for judicial review, are guaranteed. In this article, we explore the role transparency could play in reconciling these opportunities and dilemmas. While some propose making the systems and data they use themselves transparent, we submit that an open and broad discussion on purpose and objectives should be held during the design process. This might be a more effective way of embedding ethical and legal principles in the technology, and of ensuring legitimacy during application.


Dr. Oskar J. Gstrein
Dr. O.J. Gstrein is universitair docent Governance & Innovation aan de Rijksuniversiteit Groningen, Campus Fryslân, Data Research Centre.

Prof. dr. Andrej Zwitter
Prof. dr. A.J. Zwitter is hoogleraar Governance & Innovation aan de Rijksuniversiteit Groningen, Campus Fryslân, Data Research Centre.
Artikel

Access_open ‘Garbage in, garbage out’

Over predictive policing en vuile data

Tijdschrift Beleid en Maatschappij, Aflevering 3 2020
Trefwoorden dirty data, predictive policing, CAS, discrimination, ethnic profiling
Auteurs Mr. Abhijit Das en Mr. dr. Marc Schuilenburg
SamenvattingAuteursinformatie

    Predictive tools as instruments for understanding and responding to risky behaviour as early as possible are increasingly becoming a normal feature in local and state agencies. A risk that arises from the implementation of these predictive tools is the problem of dirty data. The input of incorrect or illegally obtained information (‘dirty data’) can influence the quality of the predictions used by local and state agencies, such as the police. The article focuses on the risks of dirty data in predictive policing by the Dutch Police. It describes the possibilities to prevent dirty data from being used in predictive policing tools, such as the Criminality Anticipation System (CAS). It concludes by emphasizing the importance of transparency for any serious solution looking to eliminate the use of dirty data in predictive policing.


Mr. Abhijit Das
Mr. Abhijit Das is docent/onderzoeker straf(proces)recht aan de afdeling Strafrecht en Criminologie van de Vrije Universiteit Amsterdam.

Mr. dr. Marc Schuilenburg
Mr. dr. Marc Schuilenburg is universitair docent criminologie aan de afdeling Strafrecht en Criminologie van de Vrije Universiteit Amsterdam.
Thema-artikel

Tegendraads betrokken

De bijdrage van de complexiteitstheorie aan bestuur en bestuurskunde

Tijdschrift Bestuurskunde, Aflevering 1 2020
Trefwoorden complexity theory, machine, simplification, complex systems, critical public administration
Auteurs Hans Joosse MSc
SamenvattingAuteursinformatie

    Complexity theory dares to adopt a critical-constructive attitude to the practice and science of public administration. From the worldview of complex systems, it raises questions about the machine thinking that has influenced public administration strongly and persistently. Many contemporary attempts by governments to simplify societal issues to knowable, solvable and controllable problems – for example the approach to transforming Utrecht Central Station and dealing with multi-dimensional problems in families – can be traced back to machine thinking. Complexity theory points to the ineffectiveness and undesirability of simplifications and considers the complexity of government and society a quality that should be increased rather than reduced. Complexity theory not only keeps the administrative mind sharp on simplification reflexes, but also offers the option to make policy by increasing, rather than reducing complexity.


Hans Joosse MSc
J.A. Joosse, MSc is promovendus aan de Erasmus Universiteit Rotterdam, Department of Public Administration and Sociology.
Thema-artikel

Een kritisch-pragmatische bestuurskunde

Oxymoron of gelukkig huwelijk?

Tijdschrift Bestuurskunde, Aflevering 1 2020
Trefwoorden critical pragmatism, public administration, energy justice, governance arrangements, regional energy strategies
Auteurs Dr. Tamara Metze
SamenvattingAuteursinformatie

    A pragmatic criticaster or a critical pragmatist is considered a schizophrenic in daily life: it seems impossible to be solution oriented and critical at the same time. You are either an optimist or a pessimist. This schism also seems to run between public administration and political scientists. Public administration is focused on (positive) problem solving, whereas political scientists – especially in a tradition of critical theory – examine the exertion of power. This essay proposes a combination of the two extremes: a critical-pragmatist approach for public administration.
    In this approach, critical political theory goes hand in hand with pragmatist reconstruction and design. This design is impossible without normative and procedural principles, for example ideas about sustainability, justice and democracy. This is illustrated with an example for designing just governance arrangements in the Dutch regional energy strategies. The article shows that public administration that is relevant, reflective and democratic builds on a critical-pragmatist approach.


Dr. Tamara Metze
Dr. T. Metze is universitair hoofddocent Bestuur en beleid aan de universiteit van Wageningen.

    Naar aanleiding van 25 jaar Vereniging voor Beleidsonderzoek staat dit artikel stil bij de rol van beleidsonderzoek. Het belang daarvan wordt nogal eens onderschat – zowel door beleidsmakers als onderzoekers zelf. Vanuit een wat breder perspectief bezien blijkt het voor de huidige samenleving – getypeerd als ‘een pragmacratie’ – echter een onmisbare functie te vervullen. Beleid en praktijk zijn vaak indirect gebaseerd op wetenschappelijke concepten, onderzoeksresultaten en toekomstverkenningen. Vooral de sociale wetenschappen maken zichtbaar wat mogelijk is, en beleidsonderzoek doet dat dan ook nog eens op een tijdige, oplossingsgerichte manier. Daarbij zijn er verschillende manieren om impact te hebben, waarbij de beleidsonderzoeker moet vasthouden aan zijn onafhankelijkheid en controleerbaarheid.
    Dit artikel is een uitwerking van de lezing van Hans Boutellier op het VBO-congres op 7 november 2019 en is gebaseerd op het gelijknamige hoofdstuk uit Het seculiere experiment: Over westerse waarden in radicale tijden (herziene versie, 2019). Zie ook het essay van Peter van Hoesel, Beleidsonderzoek in de periode 1970-1995, Beleidsonderzoek Online februari 2020.


Hans Boutellier
Hans Boutellier is wetenschappelijk adviseur van het Verwey-Jonker Instituut, alsmede bijzonder hoogleraar Polarisatie en veerkracht aan de VU Amsterdam.

    From 1964 until roughly 1990, political science would become the dominant approach within the (local) administrative sciences in the Netherlands. This central position was taken over from the legal approach. Important impulses from political science for Public Administration came only from the second-generation political scientists: Gijs Kuypers at the Free University Amsterdam, Hans Daudt at the University of Amsterdam and Hans Daalder at the University of Leiden. In their footsteps, a political scientist emerged who, through his contribution to several universities (the Free University, the University of Nijmegen and the University of Twente), had a great deal of influence on the further development of Dutch Public Administration: Andries Hoogerwerf. Two other approaches emerged from political science that were important for the development of modern public administration in the Netherlands, namely policy science and the new political economy (public choice). In this essay the author outlines the input of the main figures from political science, policy science and public choice until 1990 in various stages that are most relevant to Public Administration. These stages take us to various cities and universities in the Netherlands. In addition, we see important cross-fertilization between the institutions through the transfer of people from one university to another. After 1990 however, Public Administration would increasingly profile itself as an independent inter-discipline.


Dr. Rik Reussing
Dr. G.H. Reussing is onderwijscoördinator van de joint degree Public Governance across Borders aan de Universiteit Twente en redactiesecretaris van Bestuurswetenschappen.
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