Algorithms are starting to play an increasingly prominent role in government organizations. The argument is that algorithms can make more objective and efficient decisions than humans. At the same time, recent scandals have highlighted that there are still many problems connected to algorithms in the public sector. There is an increasing emphasis on ethical requirements for algorithms and we aim to connect these requirements to insights from public administration on the use of technologies in the public sector. We stress the need for responsible algorithmization – responsible organizational practices around the use of algorithms – and argue that this is needed to maintain the trust of citizens. We present two key components of responsible algorithmization – value-sensitivity and transparency – and show how these components connect to algorithmization and can contribute to citizen trust. We end the article with an agenda for research into the relation between responsible algorithmization and trust. |
Zoekresultaat: 135 artikelen
Thema-artikel |
Verantwoorde algoritmisering: zorgen waardengevoeligheid en transparantie voor meer vertrouwen in algoritmische besluitvorming? |
Tijdschrift | Bestuurskunde, Aflevering 4 2020 |
Trefwoorden | algorithms, algorithmization, value-sensitivity, transparency, trust |
Auteurs | Dr. Stephan Grimmelikhuijsen en Prof. dr. Albert Meijer |
SamenvattingAuteursinformatie |
Titel |
Transparantie en Explainable Artificial Intelligence: beperkingen en strategieën |
Tijdschrift | Bestuurskunde, Aflevering 4 2020 |
Trefwoorden | transparency, Explainable artificial intelligence, Algorithms |
Auteurs | Prof. mr. dr. Hans de Bruijn, Prof. dr. ir. Marijn Janssen en Dr. Martijn Warnier |
SamenvattingAuteursinformatie |
This article contains a critical reflection on eXplainable Artificial Intelligence (XAI): the idea that AI based decision-making using AI should be transparent to people faced with these decisions. We discuss the main objections to XAI. XAI focuses on a variety of explainees, with different expectations and values; XAI is not a neutral activity, but very value-sensitive; AI is dynamic and so XAI quickly becomes obsolete; many problems are ‘wicked’, which further complicates XAI. In addition, the context of XAI matters – a high level of politicization and a high perceived impact of AI-based decisions, will often result in much criticism of AI and will limit the opportunities of XAI. We also discuss a number of alternative or additional strategies – more attention to negotiated algorithms; to competing algorithms; or to value-sensitive algorithms, which may contribute to more trust in AI-based decision-making. |
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. |
Artikel |
De invloed van contractuele en relationele aspecten op stakeholdermanagementEen casusstudie van de A9 en A16 DBFM-infrastructuurprojecten |
Tijdschrift | Beleid en Maatschappij, Aflevering Online First 2020 |
Trefwoorden | infrastructure projects, public-private partnerships, contractual governance, relational governance, stakeholder management |
Auteurs | Sander Philips MSc, Ir. Bert de Groot en Dr. Stefan Verweij |
SamenvattingAuteursinformatie |
In the past decade, large infrastructure projects in the Netherlands have often been implemented through Public-Private Partnerships (PPPs), specifically using Design-Build-Finance-Maintain (DBFM) contracts. While the decision to implement projects through PPPs is based on expected advantages for internal parties – the public and private partners in the PPP –, there is a call for more focus on the advantages and disadvantages of PPPs for external stakeholders. External stakeholder management in DBFM projects is based on a contractual division of risks and responsibilities between the partners. However, it is clear from the literature that the contract does not guarantee successful stakeholder management. Relational aspects are important. Little research has been done, however, into the interplay of contractual and relational aspects in achieving successful stakeholder management. This article addresses this research need. A comparative case study was conducted into the PPP projects A9 Gaasperdammerweg and A16 Rotterdam. The study first shows that sanctions, when combined with a relational approach, have a positive effect on the relationships with stakeholders. Second, external stakeholder management cannot be simply outsourced to the private partner and continuous involvement of the public partner is important for success. |
Article |
Political Sophistication and Populist Party SupportThe Case of PTB-PVDA and VB in the 2019 Belgian Elections |
Tijdschrift | Politics of the Low Countries, Aflevering 3 2020 |
Trefwoorden | populist voters, political sophistication, voting motivations, Belgium, elections |
Auteurs | Marta Gallina, Pierre Baudewyns en Jonas Lefevere |
SamenvattingAuteursinformatie |
In this article, we investigate the moderating role of political sophistication on the vote for populist parties in Belgium. Building on the literature about the diverse determinants of populist party support, we investigate whether issue considerations and populism-related motivations play a bigger role in the electoral calculus of politically sophisticated voters. |
Article |
Drivers of Support for the Populist Radical Left and Populist Radical Right in BelgiumAn Analysis of the VB and the PVDA-PTB Vote at the 2019 Elections |
Tijdschrift | Politics of the Low Countries, Aflevering 3 2020 |
Trefwoorden | populism, voting, behaviour, Belgium, elections |
Auteurs | Ine Goovaerts, Anna Kern, Emilie van Haute e.a. |
SamenvattingAuteursinformatie |
This study investigates how protest attitudes and ideological considerations affected the 2019 election results in Belgium, and particularly the vote for the radical right-wing populist party Vlaams Belang (VB) and for the radical left-wing populist party Partij van de Arbeid-Parti du Travail de Belgique (PVDA-PTB). Our results confirm that both protest attitudes and ideological considerations play a role to distinguish radical populist voters from mainstream party voters in general. However, when opposed to their second-best choice, we show that particularly protest attitudes matter. Moreover, in comparing radical right- and left-wing populist voters, the article disentangles the respective weight of these drivers on the two ends of the political spectrum. Being able to portray itself as an alternative to mainstream can give these parties an edge among a certain category of voters, albeit this position is also difficult to hold in the long run. |
Article |
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Tijdschrift | Politics of the Low Countries, Aflevering 3 2020 |
Trefwoorden | Belgian politics, democratic reforms, elections, populist voters, representative democracy |
Auteurs | Lisa van Dijk, Thomas Legein, Jean-Benoit Pilet e.a. |
SamenvattingAuteursinformatie |
Recently, studies have burgeoned on the link between populism and demands for democratic reforms. In particular, scholars have been debating the link between populist citizens or voters and support for referendums. In this article, we examine voters of populist parties (Vlaams Belang (VB) and Parti du Travail de Belgique-Partij van de Arbeid (PTB-PVDA)) in Belgium in 2019 and we look at their attitudes towards various types of democratic reforms. We find that voters of populist parties differ from the non-populist electorate in their support for different kinds of reforms of representative democracy. Voters of VB and PTB-PVDA have in common stronger demands for limiting politicians’ prerogatives, for introducing binding referendums and for participatory budgeting. While Vlaams Belang voters are not significantly different from the non-populist electorate on advisory referendums, citizens’ forums or technocratic reform, PVDA-PTB voters seem more enthusiastic. |
Article |
Emotions and Vote ChoiceAn Analysis of the 2019 Belgian Elections |
Tijdschrift | Politics of the Low Countries, Aflevering 3 2020 |
Trefwoorden | Belgium, elections, emotions, voting behaviour |
Auteurs | Caroline Close en Emilie van Haute |
SamenvattingAuteursinformatie |
This article digs into the relationship between voters’ political resentment and their electoral choice in 2019 by focusing on the respondents’ emotions towards politics. Using the RepResent 2019 voter survey, eight emotions are analysed in their relation to voting behaviour: four negative (anger, bitterness, worry and fear) and four positive (hope, relief, joy and satisfaction). We confirm that voters’ emotional register is at least two-dimensional, with one positive and one negative dimension, opening the possibility for different combinations of emotions towards politics. We also find different emotional patterns across party choices, and more crucially, we uncover a significant effect of emotions (especially negative ones) on vote choice, even when controlling for other determinants. Finally, we look at the effect of election results on emotions and we observe a potential winner vs. loser effect with distinctive dynamics in Flanders and in Wallonia. |
Artikel |
De corona-uitbraak en het institutionele filter: naar een verklaring van West-Europese variaties in beleid |
Tijdschrift | Bestuurs­wetenschappen, Aflevering 4 2020 |
Auteurs | Prof. dr. Frank Hendriks |
SamenvattingAuteursinformatie |
While authorities sometimes make it appear that the coronavirus outbreak in the first half of 2020 did not allow for policies other than those in place, we saw remarkable variations in policy approaches in Western Europe. Governments almost everywhere pushed for ‘social distancing’, but differences in wording and communication, and implementation and enforcement emerged that could not be entirely explained by differences in the manifestation of the coronavirus. In order to understand and explain such differences, this article points out the institutional filter that exists between the corona threat and policy action. The interaction between two central components of the institutional filter – national culture and state tradition – is elaborated in this article for six Western European countries in particular: the Netherlands, Sweden and the United Kingdom, on the one hand, and Belgium, France and Italy, on the one hand. Policy action in these countries is largely consistent with what could be expected given the combinations of national culture and state tradition in these countries. The institutional filter forms a comprehensive framework with which more specific explanations from social trust or manifest public leadership can be placed. |
Lokaal internationaal |
Internationale tijdschriften en boeken |
Tijdschrift | Bestuurs­wetenschappen, Aflevering 4 2020 |
Auteurs | Dr. Rik Reussing |
Auteursinformatie |
Research Note |
Caretaker Cabinets in Belgium: A New Measurement and Typology |
Tijdschrift | Politics of the Low Countries, Aflevering Online First 2020 |
Trefwoorden | caretaker government, Belgium, cabinets, political crisis |
Auteurs | Régis Dandoy en Lorenzo Terrière |
SamenvattingAuteursinformatie |
Belgium is probably the world’s best known case of where caretaker governments reside. Yet a clear scholarly definition and measurement of this concept is missing. Based on a detailed analysis of the Belgian federal cabinets, this research note explores the main characteristics and measures the length of the various caretaker periods. We find that Belgium was governed for no less than 1,485 days by a caretaker government between 2007 and 2020, which equals more than four full calendar years. This research note also presents a novel typology of caretaker periods based on the institutional and political practice within the Belgian legislative and executive branches. This typology can be used to assess caretaker periods at other levels of government as well as in other countries in order to improve our understanding of the many ‘faces’ that a caretaker government can take on. |
Article |
Between Party Democracy and Citizen DemocracyExplaining Attitudes of Flemish Local Chairs Towards Democratic Innovations |
Tijdschrift | Politics of the Low Countries, Aflevering 2 2020 |
Trefwoorden | democratic innovations, citizen participation, local politics, Flanders, Belgium |
Auteurs | Didier Caluwaerts, Anna Kern, Min Reuchamps e.a. |
SamenvattingAuteursinformatie |
As a response to the perceived legitimacy crisis that threatens modern democracies, local government has increasingly become a laboratory for democratic renewal and citizen participation. This article studies whether and why local party chairs support democratic innovations fostering more citizen participation. More specifically, we analyse the relative weight of ideas, interests and institutions in explaining their support for citizen-centred democracy. Based on the Belgian Local Chairs Survey in 2018 (albeit restricting our analysis to Flanders), the central finding is that ideas matter more than interests and institutions. Ideology is alive and kicking with regard to democratic innovation, with socialist and ecologist parties and populist parties being most supportive of participatory arrangements. By contrast, interests and institutions play, at this stage, a minor role in explaining support for participatory innovations. |
PhD Review |
‘From decline to revival? An analysis of party membership fluctuations in Western Europe (1990-2014)’PhD by Vivien Sierens (Université libre de Bruxelles) supervisors: Emilie van Haute, Silvia Erzeel |
Tijdschrift | Politics of the Low Countries, Aflevering 2 2020 |
Auteurs | Audrey Vandeleene |
Auteursinformatie |
Artikel |
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Tijdschrift | Beleidsonderzoek Online, september 2020 |
Auteurs | Tineke Abma |
SamenvattingAuteursinformatie |
Participatory and responsive approaches to research strive to be democratic, inclusive and impactful. Participatory researchers share a commitment to epistemic justice and actively engage citizens and users as well as other stakeholders in the co-creation of knowledge for social change. While more and more researchers and policymakers feel attracted to these approaches in practice, the normative ideals of social inclusion and justice are sometimes hard to realize, because of established interests, power relations and system requirements. In this article I argue that participatory researchers and evaluators have a moral responsibility to do ‘ethics work’. This is more than just following ethical principles and codes of conduct. ‘Ethics work’ entails the labour and effort one puts into recognizing ethically salient aspects of situations, developing oneself as a reflexive practitioner, paying attention to emotions and relationships, collaboratively working out the right course of action and reflecting in the company of critical friends. In this article I present the theory and ethics of participatory approaches, illustrate ethical issues and ethics work related to collaboration, politics and power, and share lessons based on ten years of practice in the field of health and social well-being. |
Thema-artikel |
Open (de) deurenBestuurskundig onderzoek naar de succesfactoren van de werkrelatie burgemeester-gemeentesecretaris |
Tijdschrift | Bestuurskunde, Aflevering 2 2020 |
Trefwoorden | political, administrative, collaborative, relationship, success factors |
Auteurs | Drs. Frans-Willem van Gils MSc |
SamenvattingAuteursinformatie |
The collaborative relationship between the appointed mayor and the non-political highest administrative official is a crucial one in Dutch local government. It aligns two different domains or spheres: the political, decision making domain on one hand, and the administrative, executive domain on the other. Since research points out that 25% of these collaborative relations fail, the need for insight in the factors that shape the relations and the success of it emerges. Non-successful collaboration between public top-officials usually results in financial, societal or personal costs or damage. In this research, 17 factors were indicated that influence the (perceived) collaborative success, divided in three levels: external factors, functional factors and personal factors. Within the success factors, several ‘critical’ factors were determined, without which a successful collaborative relationship never is possible. On the functional level the critical factors are trust, role convergence and shared understanding, and on the personal level consistency and integrity. Best guaranty for a successful collaborative relationship is when both actors adapt their roles to each other’s liking, reciprocally building trust and shared understanding by using open communication, while being consistent and maintaining their integrity. |
Thema-artikel |
Succesvol wethouderschap onder de loepBronnen van legitimiteit in de ogen van inwoners, raadsleden en wethouders |
Tijdschrift | Bestuurskunde, Aflevering 2 2020 |
Trefwoorden | Aldermen, Local government, Success, Politics, Legitimacy |
Auteurs | Drs. Peter Verheij |
SamenvattingAuteursinformatie |
Research into successful alderman is scarce. Scientifically less is known about the perspective of residents and council members on (successful) aldermen. A recent study investigated the sources of legitimacy that successful aldermen draw on. In addition, the contribution of characteristics of local political leadership to successful alderman has been examined. Based on a survey of residents, councilors and aldermen, differences in opinions about aldermen, aspects and indicators of legitimacy and personal characteristics were uncovered. There are clear differences in judgment, indicators and personal characteristics that are considered important and another source on which the judgment is based. This provides interesting and new research material for public administration literature as well as for administrative practice. The view of residents learns us that the distance to aldermen must be reduced, more connection must be made, a more outside view must be taken and an addition to the management style of councilors with responsive qualities is required. |
Thema-artikel |
Het gezag van gemeentesecretarissen beschouwd |
Tijdschrift | Bestuurskunde, Aflevering 2 2020 |
Trefwoorden | authority, municipal secretary, local governance, sources of authority, leadership |
Auteurs | Corné van der Meulen MSc, Drs. Thijs Jansen en Drs. Niels Karsten |
SamenvattingAuteursinformatie |
The authority of a municipal secretary has to be continuously earned. This is a complex task that demands highly developed personal qualities and attributes. According to an opinion poll, filled out by 120 active municipal secretaries, they believe that they meet these necessary standards. In this poll they were asked what they recognize as their most important sources of authority. The top three answers were, respectively; personal leadership, trust, embodied ethics. Other important factors were their roles as chief executive officer of local governance and/or first advisor. These roles are however no longer enough to establish authority within local governance. Authority and influence must be earned on a daily basis in vastly different spheres and among different social groups. |
Article |
Still Consociational? Belgian Democracy, 50 Years After ‘The Politics of Accommodation’ |
Tijdschrift | Politics of the Low Countries, Aflevering 1 2020 |
Trefwoorden | Belgium, consociational democracy, Lijphart, federalism, ethnolinguistic conflict |
Auteurs | Didier Caluwaerts en Min Reuchamps |
SamenvattingAuteursinformatie |
Despite the enduring importance of Lijphart’s work for understanding democracy in Belgium, the consociational model has come under increasing threat. Owing to deep political crises, decreasing levels of trust in elites, increasing levels of ethnic outbidding and rising demands for democratic reform, it seems as if Lijphart’s model is under siege. Even though the consociational solution proved to be very capable of transforming conflict into cooperation in Belgian politics in the past, the question we raise in this article is whether and to what extent the ‘politics of accommodation’ is still applicable to Belgian democracy. Based on an in-depth analysis of the four institutional (grand coalition, proportionality, mutual veto rights and segmental autonomy) and one cultural (public passivity) criteria, we argue that consociational democracy’s very nature and institutional set-up has largely hollowed out its potential for future conflict management. |
Lokaal internationaal |
Internationale tijdschriften en boeken |
Tijdschrift | Bestuurs­wetenschappen, Aflevering 4 2019 |
Auteurs | Dr. Rik Reussing |
Auteursinformatie |
Thema-artikel |
Leren van de WODC-casusFormele en professionele waarborgen voor onafhankelijk onderzoek vergen onderhoud |
Tijdschrift | Bestuurskunde, Aflevering 4 2019 |
Trefwoorden | professional safeguards, policy influence, independence, scientific research |
Auteurs | Dr. Meike Bokhorst |
SamenvattingAuteursinformatie |
In the relationship between the Ministry of Justice and Security and the Scientific Research and Documentation Center, safeguards to prevent improper influence of research were lacking. In the opinion of the WODC II investigation committee, civil servants were too close to the substantive execution of the investigation, as a result of which the WODC was given too little room for critical investigation. For other ministries and knowledge institutions the question is relevant as to what safeguards are needed for conducting independent research. Rules and procedures are not sufficient for creating and maintaining responsible research practices. It is also important that employees learn to recognize difficult situations, can discuss these with their colleagues, and know how to deal with dilemmas. Other organizations can learn from the WODC issue that they must maintain and recalibrate the formal and professional safeguards for the independence of scientific research. Trust in science stands or falls with independence and soundness in word and deed. |