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Petra Saskia Bayerl

Biographic Data

ID4267200
NAMEPetra Saskia Bayerl
GIVEN NAMESPetra Saskia
FAMILY NAMEBayerl
SIGNATUREBAYERL P S
AFFILIATIONSSheffield Hallam University
ORCID0000-0001-6113-9688
VERIFIEDYes
TOTAL WORKS16
TOTAL CITATIONS41
WORKS AS AUTHOR15
WORKS AS EDITOR1
FIRST PUBLICATION YEAR2007
LATEST PUBLICATION YEAR2025
H-INDEX3
  • Which Factors Affect Acceptance of Public Space Surveillance? A Systematic Literature Review

    Luke Bates, Petra Saskia Bayerl et al.•ARTICLE•Journal of Urban Technology•2025

    Solutions to public space surveillance typically involve the use of progressively advanced technologies, deployed at locations such as cities, neighborhoods, or public transportation hubs. These surveillance technologies are increasingly beginning to use artificial intelligence (AI), and consequently it is a priority for governments and policymakers to consider the effects of the widespread use of these AI-powered surveillance systems for society…

  • Making Smart Things Strange Again

    Open Access•Vivien Butot, G Jacobs et al.•ARTICLE•Surveillance & Society•2023•Cited by: 1•References: 17

    Smart cities are commonly seen as places that are defined by surveillance because of their reliance on vast amounts of digital data to improve urban management challenges. Although the infrastructures and technologies that enable smart city surveillance pervade multitudinous urban spaces and everyday practices, they are often “hiding in plain sight,” going unnoticed in the bustle of everyday life. Hence, fostering research settings where citizens…

  • Safety, privacy, or both

    Open Access•Yasmine Ezzeddine, Petra Saskia Bayerl et al.•ARTICLE•Policing & Society•2023•Cited by: 3•References: 7

    Police forces are increasing their use of artificial intelligence (AI) capabilities for security purposes. However, citizens are often aware and cautious about advanced policing capabilities which can impact negatively on the perceived legitimacy of policing efforts and police more generally. This study explores citizens’ subjective perspectives to police use by AI, including tensions between security, privacy, and resistance. Using Q methodology…

  • In search of the silver‐lining

    Open Access•Kate E Horton, G Jacobs et al.•ARTICLE•Public Administration Review•2023•References: 12

    Tensions between police organizations and (community) stakeholders have taken center stage in recent years, with an escalation in protests and divisive rhetoric observed in many countries. Using attribution theory, this study examines how police officers interpret negative stakeholder feedback and how these interpretations shape their behavioral responses. Qualitative analysis based on 148 interviews with European police officers shows that offic…

  • Why Bystanders (Don't) Post About Violence

    Open Access•Petra Saskia Bayerl, Suleman Shahid et al.•ARTICLE•Social Media + Society•2023•References: 32

    Pictures of violence form an important element in today's news media and political online discussions. Many of these images are uploaded by bystanders, that is, people without clear links to the events. In this article, we investigate publication intentions of bystanders when confronted with disparate violent scenes. Using a two-step approach of online survey and follow-up interviews, we illustrate how bystanders rationalize the possible publicat…

  • Who is responsible for customers’ privacy? Effects of first versus third party handling of privacy contracts on continuance intentions

    Open Access•Petra Saskia Bayerl, G Jacobs•ARTICLE•Technological Forecasting and…•2022

    E-commerce data management has become an extensive network of interrelated players that links companies providing goods or services (first parties) with companies that analyse, manage or otherwise use customers’ data (third parties). In consequence, privacy is now the combined responsibility of first and third parties. We introduce the concept of privacy contract to investigate the effect of first versus third party privacy handling on customer r…

  • Designing for successful online engagement

    Open Access•Mark van der Giessen, Petra Saskia Bayerl•ARTICLE•Government Information Quarterly•2022•Cited by: 2•References: 17

    Online platforms offer efficient avenues for police forces and citizens to engage with each other, especially in the context of citizen-focused preventive policing approaches such as community policing (CP). However, it is not clear which features and functionalities police forces and citizens require for engagement through such platforms. We approached this question from a technological frames perspective and adopted a mixed-method design involv…

  • Factors influencing cross-border knowledge sharing by police organisations

    K S Birdi, Kamal Birdi et al.•ARTICLE•Police Practice and Research•2021

    The globalisation of crime means there is an increasingly vital need for effective sharing of knowledge by police organisations across international borders. However, identifying the complexities and challenges of this aspect of international collaboration has been relatively neglected in previous research. The research reported in this paper therefore set out to identify the major barriers and facilitators of international knowledge sharing. Res…

  • Citizen repertoires of smart urban safety

    Open Access•Vivien Butot, Petra Saskia Bayerl et al.•ARTICLE•Technological Forecasting and…•2020

    This article provides empirical research about the perspectives of citizens of Rotterdam, the Netherlands, on the emergent phenomenon of ‘smart urban safety’, which advocates advanced uses of digital technologies and data for urban safety management, and is gaining currency in thinking about urban futures. While smart cities affect many dimensions of city management, applications to safety management belong to the most controversial, revealing im…

  • When the going gets tough

    Open Access•Frank D Belschak, G Jacobs et al.•ARTICLE•Journal of Organizational Behavior•2020•Cited by: 5•References: 12

    Large‐scale, long‐term change initiatives take time to unfold, which can be a source of uncertainty and strain. Investigating the initial 19 months of a large‐scale change, we argue that during these stages, employees' change‐related beliefs become more negative over time, which negatively affects their work engagement and, ultimately, increases their turnover intentions. Furthermore, we investigate the impact of a trait, Machiavellianism, on cha…

  • Digitale Polizeiarbeit

    Open Access•Thomas-Gabriel Rüdiger, Petra Saskia Bayerl•EDITOR•BOOK•Digitale Polizeiarbeit•2018

  • What do citizens communicate about during crises? Analyzing twitter use during the 2011 UK riots

    Open Access•Mila Gascó-Hernández, Mila Gascó et al.•ARTICLE•Government Information Quarterly•2017•Cited by: 8•References: 5

  • Revenge by photoshop

    Open Access•Petra Saskia Bayerl, Lachezar Stoynov•ARTICLE•New Media & Society•2014•Cited by: 18•References: 13

    In this article, we are interested in the role digital memes in the form of pictures play in the framing of public discourses about police injustice and what it is that makes memes successful in this process. For this purpose, we narrate the story of one such meme: the ‘pepper-spray cop’. In our analysis, we link the creation and spread of the meme to the democratization of online activism and the subversive acts of hierarchical sousveillance. Ba…

  • What Determines Inter-Coder Agreement in Manual Annotations? A Meta-Analytic Investigation

    Open Access•Petra Saskia Bayerl, Karsten I Paul•ARTICLE•Computational Linguistics•2011•Cited by: 3•References: 5

    Recent discussions of annotator agreement have mostly centered around its calculation and interpretation, and the correct choice of indices. Although these discussions are important, they only consider the “back-end” of the story, namely, what to do once the data are collected. Just as important in our opinion is to know how agreement is reached in the first place and what factors influence coder agreement as part of the annotation process or set…

  • Technology Effects in Distributed Team Coordination—High-Interdependency Tasks in Offshore Oil Production

    Open Access•Petra Saskia Bayerl, Kristina Lauche•ARTICLE•Computer Supported Cooperative…•2010

    For highly interdependent yet location-specific tasks, distributed teams need to closely coordinate activities and processes. This field study in the upstream oil and gas industry focused on challenges in the coordination of highly interdependent tasks if teams work remotely on an ongoing basis. Based on 78 semi-structured interviews and observations over a period of 12 months, we identified coordination requirements for primary team activities, …

  • Identifying Sources of Disagreement

    Open Access•Petra Saskia Bayerl, Karsten I Paul•ARTICLE•Computational Linguistics•2007•Cited by: 1

    Many annotation projects have shown that the quality of manual annotations often is not as good as would be desirable for reliable data analysis. Identifying the main sources responsible for poor annotation quality must thus be a major concern. Generalizability theory is a valuable tool for this purpose, because it allows for the differentiation and detailed analysis of factors that influence annotation quality. In this article we will present ba…

  • Revenge by photoshop

    Open Access•Petra Saskia Bayerl, Lachezar Stoynov•ARTICLE•New Media & Society•2014•Cited by: 18•References: 13

    In this article, we are interested in the role digital memes in the form of pictures play in the framing of public discourses about police injustice and what it is that makes memes successful in this process. For this purpose, we narrate the story of one such meme: the ‘pepper-spray cop’. In our analysis, we link the creation and spread of the meme to the democratization of online activism and the subversive acts of hierarchical sousveillance. Ba…

  • What do citizens communicate about during crises? Analyzing twitter use during the 2011 UK riots

    Open Access•Mila Gascó-Hernández, Mila Gascó et al.•ARTICLE•Government Information Quarterly•2017•Cited by: 8•References: 5

  • When the going gets tough

    Open Access•Frank D Belschak, G Jacobs et al.•ARTICLE•Journal of Organizational Behavior•2020•Cited by: 5•References: 12

    Large‐scale, long‐term change initiatives take time to unfold, which can be a source of uncertainty and strain. Investigating the initial 19 months of a large‐scale change, we argue that during these stages, employees' change‐related beliefs become more negative over time, which negatively affects their work engagement and, ultimately, increases their turnover intentions. Furthermore, we investigate the impact of a trait, Machiavellianism, on cha…

  • Safety, privacy, or both

    Open Access•Yasmine Ezzeddine, Petra Saskia Bayerl et al.•ARTICLE•Policing & Society•2023•Cited by: 3•References: 7

    Police forces are increasing their use of artificial intelligence (AI) capabilities for security purposes. However, citizens are often aware and cautious about advanced policing capabilities which can impact negatively on the perceived legitimacy of policing efforts and police more generally. This study explores citizens’ subjective perspectives to police use by AI, including tensions between security, privacy, and resistance. Using Q methodology…

  • What Determines Inter-Coder Agreement in Manual Annotations? A Meta-Analytic Investigation

    Open Access•Petra Saskia Bayerl, Karsten I Paul•ARTICLE•Computational Linguistics•2011•Cited by: 3•References: 5

    Recent discussions of annotator agreement have mostly centered around its calculation and interpretation, and the correct choice of indices. Although these discussions are important, they only consider the “back-end” of the story, namely, what to do once the data are collected. Just as important in our opinion is to know how agreement is reached in the first place and what factors influence coder agreement as part of the annotation process or set…

  • Designing for successful online engagement

    Open Access•Mark van der Giessen, Petra Saskia Bayerl•ARTICLE•Government Information Quarterly•2022•Cited by: 2•References: 17

    Online platforms offer efficient avenues for police forces and citizens to engage with each other, especially in the context of citizen-focused preventive policing approaches such as community policing (CP). However, it is not clear which features and functionalities police forces and citizens require for engagement through such platforms. We approached this question from a technological frames perspective and adopted a mixed-method design involv…

  • Making Smart Things Strange Again

    Open Access•Vivien Butot, G Jacobs et al.•ARTICLE•Surveillance & Society•2023•Cited by: 1•References: 17

    Smart cities are commonly seen as places that are defined by surveillance because of their reliance on vast amounts of digital data to improve urban management challenges. Although the infrastructures and technologies that enable smart city surveillance pervade multitudinous urban spaces and everyday practices, they are often “hiding in plain sight,” going unnoticed in the bustle of everyday life. Hence, fostering research settings where citizens…

  • Identifying Sources of Disagreement

    Open Access•Petra Saskia Bayerl, Karsten I Paul•ARTICLE•Computational Linguistics•2007•Cited by: 1

    Many annotation projects have shown that the quality of manual annotations often is not as good as would be desirable for reliable data analysis. Identifying the main sources responsible for poor annotation quality must thus be a major concern. Generalizability theory is a valuable tool for this purpose, because it allows for the differentiation and detailed analysis of factors that influence annotation quality. In this article we will present ba…

  • Identifying Sources of Disagreement

    Open Access•Petra Saskia Bayerl, Karsten I Paul•ARTICLE•Computational Linguistics•2007•Cited by: 1

    Many annotation projects have shown that the quality of manual annotations often is not as good as would be desirable for reliable data analysis. Identifying the main sources responsible for poor annotation quality must thus be a major concern. Generalizability theory is a valuable tool for this purpose, because it allows for the differentiation and detailed analysis of factors that influence annotation quality. In this article we will present ba…

  • Technology Effects in Distributed Team Coordination—High-Interdependency Tasks in Offshore Oil Production

    Open Access•Petra Saskia Bayerl, Kristina Lauche•ARTICLE•Computer Supported Cooperative…•2010

    For highly interdependent yet location-specific tasks, distributed teams need to closely coordinate activities and processes. This field study in the upstream oil and gas industry focused on challenges in the coordination of highly interdependent tasks if teams work remotely on an ongoing basis. Based on 78 semi-structured interviews and observations over a period of 12 months, we identified coordination requirements for primary team activities, …

  • What Determines Inter-Coder Agreement in Manual Annotations? A Meta-Analytic Investigation

    Open Access•Petra Saskia Bayerl, Karsten I Paul•ARTICLE•Computational Linguistics•2011•Cited by: 3•References: 5

    Recent discussions of annotator agreement have mostly centered around its calculation and interpretation, and the correct choice of indices. Although these discussions are important, they only consider the “back-end” of the story, namely, what to do once the data are collected. Just as important in our opinion is to know how agreement is reached in the first place and what factors influence coder agreement as part of the annotation process or set…

  • Revenge by photoshop

    Open Access•Petra Saskia Bayerl, Lachezar Stoynov•ARTICLE•New Media & Society•2014•Cited by: 18•References: 13

    In this article, we are interested in the role digital memes in the form of pictures play in the framing of public discourses about police injustice and what it is that makes memes successful in this process. For this purpose, we narrate the story of one such meme: the ‘pepper-spray cop’. In our analysis, we link the creation and spread of the meme to the democratization of online activism and the subversive acts of hierarchical sousveillance. Ba…

  • What do citizens communicate about during crises? Analyzing twitter use during the 2011 UK riots

    Open Access•Mila Gascó-Hernández, Mila Gascó et al.•ARTICLE•Government Information Quarterly•2017•Cited by: 8•References: 5

  • Digitale Polizeiarbeit

    Open Access•Thomas-Gabriel Rüdiger, Petra Saskia Bayerl•EDITOR•BOOK•Digitale Polizeiarbeit•2018

  • Citizen repertoires of smart urban safety

    Open Access•Vivien Butot, Petra Saskia Bayerl et al.•ARTICLE•Technological Forecasting and…•2020

    This article provides empirical research about the perspectives of citizens of Rotterdam, the Netherlands, on the emergent phenomenon of ‘smart urban safety’, which advocates advanced uses of digital technologies and data for urban safety management, and is gaining currency in thinking about urban futures. While smart cities affect many dimensions of city management, applications to safety management belong to the most controversial, revealing im…

  • When the going gets tough

    Open Access•Frank D Belschak, G Jacobs et al.•ARTICLE•Journal of Organizational Behavior•2020•Cited by: 5•References: 12

    Large‐scale, long‐term change initiatives take time to unfold, which can be a source of uncertainty and strain. Investigating the initial 19 months of a large‐scale change, we argue that during these stages, employees' change‐related beliefs become more negative over time, which negatively affects their work engagement and, ultimately, increases their turnover intentions. Furthermore, we investigate the impact of a trait, Machiavellianism, on cha…

  • Factors influencing cross-border knowledge sharing by police organisations

    K S Birdi, Kamal Birdi et al.•ARTICLE•Police Practice and Research•2021

    The globalisation of crime means there is an increasingly vital need for effective sharing of knowledge by police organisations across international borders. However, identifying the complexities and challenges of this aspect of international collaboration has been relatively neglected in previous research. The research reported in this paper therefore set out to identify the major barriers and facilitators of international knowledge sharing. Res…

  • Who is responsible for customers’ privacy? Effects of first versus third party handling of privacy contracts on continuance intentions

    Open Access•Petra Saskia Bayerl, G Jacobs•ARTICLE•Technological Forecasting and…•2022

    E-commerce data management has become an extensive network of interrelated players that links companies providing goods or services (first parties) with companies that analyse, manage or otherwise use customers’ data (third parties). In consequence, privacy is now the combined responsibility of first and third parties. We introduce the concept of privacy contract to investigate the effect of first versus third party privacy handling on customer r…

  • Designing for successful online engagement

    Open Access•Mark van der Giessen, Petra Saskia Bayerl•ARTICLE•Government Information Quarterly•2022•Cited by: 2•References: 17

    Online platforms offer efficient avenues for police forces and citizens to engage with each other, especially in the context of citizen-focused preventive policing approaches such as community policing (CP). However, it is not clear which features and functionalities police forces and citizens require for engagement through such platforms. We approached this question from a technological frames perspective and adopted a mixed-method design involv…

  • Making Smart Things Strange Again

    Open Access•Vivien Butot, G Jacobs et al.•ARTICLE•Surveillance & Society•2023•Cited by: 1•References: 17

    Smart cities are commonly seen as places that are defined by surveillance because of their reliance on vast amounts of digital data to improve urban management challenges. Although the infrastructures and technologies that enable smart city surveillance pervade multitudinous urban spaces and everyday practices, they are often “hiding in plain sight,” going unnoticed in the bustle of everyday life. Hence, fostering research settings where citizens…

  • Safety, privacy, or both

    Open Access•Yasmine Ezzeddine, Petra Saskia Bayerl et al.•ARTICLE•Policing & Society•2023•Cited by: 3•References: 7

    Police forces are increasing their use of artificial intelligence (AI) capabilities for security purposes. However, citizens are often aware and cautious about advanced policing capabilities which can impact negatively on the perceived legitimacy of policing efforts and police more generally. This study explores citizens’ subjective perspectives to police use by AI, including tensions between security, privacy, and resistance. Using Q methodology…

  • In search of the silver‐lining

    Open Access•Kate E Horton, G Jacobs et al.•ARTICLE•Public Administration Review•2023•References: 12

    Tensions between police organizations and (community) stakeholders have taken center stage in recent years, with an escalation in protests and divisive rhetoric observed in many countries. Using attribution theory, this study examines how police officers interpret negative stakeholder feedback and how these interpretations shape their behavioral responses. Qualitative analysis based on 148 interviews with European police officers shows that offic…

  • Why Bystanders (Don't) Post About Violence

    Open Access•Petra Saskia Bayerl, Suleman Shahid et al.•ARTICLE•Social Media + Society•2023•References: 32

    Pictures of violence form an important element in today's news media and political online discussions. Many of these images are uploaded by bystanders, that is, people without clear links to the events. In this article, we investigate publication intentions of bystanders when confronted with disparate violent scenes. Using a two-step approach of online survey and follow-up interviews, we illustrate how bystanders rationalize the possible publicat…

  • Which Factors Affect Acceptance of Public Space Surveillance? A Systematic Literature Review

    Luke Bates, Petra Saskia Bayerl et al.•ARTICLE•Journal of Urban Technology•2025

    Solutions to public space surveillance typically involve the use of progressively advanced technologies, deployed at locations such as cities, neighborhoods, or public transportation hubs. These surveillance technologies are increasingly beginning to use artificial intelligence (AI), and consequently it is a priority for governments and policymakers to consider the effects of the widespread use of these AI-powered surveillance systems for society…

Political science (11 works) · Computer Science (10 works) · Public relations (10 works) · Psychology (7 works) · Sociology (6 works) · Business (5 works) · Privacy, Security, and Data Protection (5 works) · Law (4 works) · Social Psychology (4 works) · Artificial Intelligence (3 works)

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