Example projects
1. The Right to Protest in the Panoptic Reality: A Psycho-Legal Analysis of the Use of Facial Recognition Technology by the Dutch Police in the Context of Protests
Abstract
As facial recognition technology (FRT) proliferates worldwide, a critical question emerges: can surveillance methods designed to maintain public order and safety inadvertently undermine the very fundamental freedoms they seek to safeguard? This psycho-legal analysis investigates how the use of FRT by the Dutch police interacts with the exercise of the core freedoms of expression and peaceful assembly in the context of public protests. Through mixed-method research, the study first conducts doctrinal analyses of normative legal conditions and their evolving judicial interpretations across different levels of governance, ranging from international to national. The legal reviews reveal a troubling reality: there are currently no legally binding, event-specific restrictions imposed on retrospective identification of protesters, creating a regulatory grey zone where accountability remains diffuse. Complementing the legal component, an online vignettebased survey among young adults reveals psychological dimensions and implications of such surveillance used in the Netherlands. After becoming aware of FRT deployment, respondents consistently reported significant deterrence on specific variables relating to both expression and assembly, demonstrating a manifestation of the classic “chilling effect”. Against the somewhat dystopian socio-philosophical backdrop of Foucault’s disciplinary notion of the Panopticon, the perceived visibility through FRT surveillance potentially constraining behaviour is particularly concerning. The findings illuminate a paradox at the heart of modern democracy: technologies utilised by law enforcement authorities may erode crucial participatory foundations. This thesis offers policy recommendations, such as harmonised statutory safeguards, ex-ante rights impact assessments, and independent oversight, aiming to protect the right to protest in the digital age.
The study investigated whether awareness of the use of Facial Recognition Technology (FRT) by the Dutch police would affect perceptions of rights to freedom of expression and assembly.
The main research question was: ‘How does the use of facial recognition technology by the Dutch police interact with the fundamental rights to freedom of expression and assembly in the context of protests?’ Furthermore, a specific subquestion was developed which relates to the collected data: ‘How does awareness of the use of FRT by the Dutch police affect individual attitudes towards exercising freedom of expression and assembly?’ The main hypothesis was that ‘[a]wareness of the use of FRT does affect attitudes towards exercising freedom[s] of expression [and] assembly.’
Rough summary of the main measurement items and procedure
Participants completed a Qualtrics survey in which they were initially asked to rate their agreement to four Likert scale questions relating to how capable, safe and willing they feel in expressing their thoughts and opinions on matters which they find important, and on their likelihood of doing so. These terms were also used for questions relating to the act of attending a protest (e.g., ‘[i]n general, I would be willing to assemble [e.g. participate in protests] in the Netherlands in support of matters that are important to me’), for eight questions in total. After completing these, participants were shown two informational passages which described the extent of video surveillance coverage in the Netherlands and the use of FRT by the authorities. Afterwards, they again completed eight questions, as before covering the themes of capability, likelihood, safety and willingness, directed towards expression of opinions and physical protest attendance. Here, however, the question statements were modified to invite participants to think about the impact that the information which they had just read had on their views of their own freedom of assembly and expression (e.g., ‘[k]nowing when and how FRT can be used by the Dutch police has a … effect on my willingness to assemble [e.g. participate in protests] in the Netherlands in support of matters that are important to me.’)
In the ‘pre-text’ phase, the response items were measured on a five-point Agree/Disagree scale with a neutral “Neither agree nor disagree” midpoint (3), where scores greater than 3 indicate agreement; in the “post-text” phase, the five points reflected the participant’s report of how their prior ratings had changed after reading the presented information, with a midpoint response indicating no effect, and values higher and lower than this reflecting positive and negative effects, respectively.
Associated files
- Thesis
- Data in SPSS (.sav) format and R (.RDS) format
- Qualtrics design
2. Redemption or Rejection? Legal Protections and Psychological Barriers in Hiring Ex-Offenders
Abstract
Despite robust legal frameworks in Germany and across the European Union designed to support the reintegration of formerly incarcerated individuals, hiring discrimination remains a persistent challenge. This thesis investigates whether an ex-offender’s crime type (mala in se vs. mala prohibita) and disclosure strategy (plain vs. redemption narrative) influence hiring likelihood (HL), and whether employers’ perceived trustworthiness mediates these effects. Using a 2×2 between-subjects experimental design, participants (N = 192) reviewed fictional job applications for bus driver positions and rated the applicant’s trustworthiness and HL. Results revealed that disclosure strategy significantly influenced perceived trust, with applicants using a redemption narrative rated as more trustworthy than those using plain disclosure. Crime type had no significant effect on trust or HL. While trust strongly predicted HL, it did not mediate the relationship between crime type and hiring outcomes, nor did disclosure strategy moderate this effect. These findings suggest that narrative framing may globally improve trust perceptions, while moral distinctions between offense types may shape hiring decisions through other mechanisms. In parallel, a sociolegal doctrinal analysis of German rehabilitation law highlights gaps in protection against hiring discrimination, particularly the absence of criminal history as a protected ground. This interdisciplinary approach reveals a disconnect between formal legal norms and real-world judgment, offering insight into how stigma and trust function in the hiring process. Practical implications are discussed for employers; for ex-offenders, who may improve outcomes by emphasizing rehabilitation; and for policymakers, who must consider making existing legal protections salient.
The study investigated whether an ex-convict’s crime and the manner in which they disclose it on their CV affect their likelihood of being hired. Study participants were asked to rate the likelihood of their hiring a fictional ex-convict after being presented with a CV which contained information about the crime committed (simple assault vs. tax evasion), and which either gave a basic, factual statement of the crime (‘plain’ narrative) or a statement which included discussion of the steps taken on the part of the applicant to rehabilitate themselves post-detention (‘redemption’ narrative).
The main research question was: ‘How do an ex-offender’s crime type and disclosure strategy influence hiring likelihood, and what does this reveal about the effectiveness of rehabilitation protections, using Germany as a legal reference case?’ The principal hypotheses were:
- Those previously convicted of tax evasion would be rated as more likely to be hired than those convicted of assault.
- This effect would flow indirectly through the mediator of perceived applicant trustworthiness.
- The indirect effect would be moderated by disclosure strategy, such that a “redemption” narrative would have a larger impact on trustworthiness when the candidate had previously committed tax evasion.
Rough summary of the main measurement items and procedure
Participants entered a Qualtrics survey in which they were randomly assigned to one of four experimental conditions:
- Tax evasion with ‘plain’ narrative
- Tax evasion with ‘redemption’ narrative
- Simple assault with ‘plain’ narrative
- Simple assault with ‘redemption’ narrative
The experimental vignettes featured the CV of a male candidate applying for a position as bus driver, where all information was held constant across conditions except for the crime and narrative information. Participants rated their agreement with questions relating to the trustworthiness of the candidate on a six item scale (with one reverse-coded item) running from 0 (strongly disagree) to 100 (strongly agree) and subsequently rated how likely they would be to hire the candidate (‘[b]ased on the application you read, how likely would you be to hire this candidate for a bus driver position?’), also on a scale of 0 (extremely unlikely) to 100 (extremely likely). Two items relating to general belief in redeemability of offenders and a bipolar measure of of political orientation (0 = very left wing, 100 = very right wing) were collected for use as model covariates, as were the participants’ age and gender.
Associated files
- Thesis
- Data in SPSS (.sav) format and R (.RDS) format
- Qualtrics design
3. The Cost of Silence: The Right to Silence in Theory and Juror Bias in Practice
Abstract
The Fifth Amendment provides a critical legal safeguard for criminal defendants, including the right to remain silent during police interrogations and courtroom proceedings. A fundamental protection is that no guilt can be inferred from a defendant’s silence. Despite its legal importance, the consequences of invoking this right before a jury remain underexplored. This thesis integrates legal analysis and psychological theories of decision-making to examine how a defendant’s silence and gender influence jury judgments. A doctrinal analysis of U.S. case law explained the importance and scope of the right to silence, and an analysis of jury instructions highlighted efforts to mitigate bias. These legal insights informed the construction of a realistic and ecologically valid experimental scenario. Using a 2x2 between-subjects experimental design, participants (N = 357) read a mock case transcript in which the defendant was randomly assigned to be either male or female and either invoked their right to silence in response to a tangential yet potentially incriminating question or denied involvement. Results confirmed the presence of silence bias: defendants who invoked their right to remain silent were judged as more guilty and less trustworthy than those who denied the accusation. No gender bias or interaction effects were found. The findings underscore a troubling disconnect between the theoretical promise of the right to silence and its limited protection in courtroom practice. Recommendations for legal reform are discussed to help uphold the rule of law and protect fair trial rights.
This project focused on how invoking the right to silence and refusing to answer questions in the courtroom can influence the verdict issued to a defendant. Participants were randomly assigned to read a mock case transcript featuring the cross examination of a female or male defendant who responded to a tangential yet potentially incriminating question with either a denial or an invocation of their right to silence.
The main research question was: ‘How do a defendant’s invocation of the right to silence and their gender influence juror judgments of guilt and trustworthiness, despite the legal system’s formal efforts to safeguard this right?’ The principal hypotheses were:
- Invoking the right to silence will increase virtual jurors’ perception of guilt and reduce their judgements of the defendant’s trustworthiness.
- Female defendants will be judged as less guilty and more trustworthy than male defendants.
- The effects of invoking the right to silence as described in \(H_1\) will be more pronounced for male defendants.
Rough summary of the main measurement items and procedure
The study took place in Qualtrics and participants were randomly assigned to one of four experimental conditions:
- Female defendant issuing statement of denial in response to the tangential question
- Female defendant invoking the right to silence
- Male defendant issuing statement of denial
- Male defendant invoking the right to silence
The experimental texts featured a mock-up of an except from a cross-examination where the defendant had been accused of embezzlement. All variants ended with the defendant being directly asked by the prosecutor if they had embezzled funds, which the defendant firmly denied. After reading the transcripts, participants rated the guilt of the defendant on a scale from 0 (not at all guilty) to 100 (absolutely guilty), and indicated their perceptions of trustworthiness using the “Trustworthiness” subscale of the Witness Credibility Scale (Brodsky et al., 2010).
Associated files
- Thesis
- Data in SPSS (.sav) format and R (.RDS) format
- Qualtrics design
Reference
4. Breaking the Silence: The Unspoken Truth of (Under)Reporting Discrimination Cases based on Sexual Orientation in the Netherlands
Abstract
Underreporting of discrimination cases and hate crimes based on sexual orientation is an evergrowing phenomenon in the Netherlands. Previous research has been conducted on general reasons for the underreporting of crimes and for police attitudes towards the queer community. Research, however, is missing on how queer victims perceive the enforcement of legislation by the police and how this impacts their reporting behaviour in discrimination cases. Furthermore, no research has been found evaluating alternative reporting agencies in the Netherlands and their function based on queer victims’ use. This thesis, therefore, aims at filling these gaps by answering the research question: How is queer victims’ propensity to report a discrimination case or a hate crime impacted by their perception of the enforcement of the legal framework around these crimes in the Netherlands by the police or by alternative reporting bodies? Through an interdisciplinary approach integrating law and psychology this research question is analysed via a mixed-method approach of doctrinal analysis and thematic analysis of semi-structured interviews. The thesis finds that queer victims in the Netherlands perceive the police as not acting fairly and respectfully in many situations involving queer victims and as having different values and interests at heart from the ones of the queer community. This results in non-reporting behaviour as the police is perceived as lacking legitimacy. On the contrary, perceptions of alternative reporting strategies are mainly positive, even though they lack visibility and, consequently, efficacy in their current way of functioning.