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hard security issues
risks that are a threat to a nation-state’s safety.
soft security issues
risks of destabilising economic prosperity and national welfare.
Copenhagen school
more holistic, linking individual, state, and international system. Wider range of threats, including economic, political, environmental, and societal threats.
human security - United Nations Development Programme 1994
addresses root causes of (in)security. additionally, identifies and reduces threats to human security through protection and empowerment.
United Nations Commission on Human Security (2003)
Protecting people in violent conflict. Supporting security of people on the move. Protecting and empowering people in post-conflict situations.
irregular migration
undocumented migration, “illegal” migration.
human security
human-centric approach to security conceptualised by the UN – protection and empowerment.
internally displaced person (IDP)
person fleeing (from conflict, etc.) within borders of one’s own country.
refugee
person fleeing (from conflict, etc.) beyond the border of one’s own country.
refoulement
forced return of refugee or asylum seeker to a place where there are very likely to be persecuted or otherwise be at serious risk of harm.
bias
subjective judgement that is unfair, illegitimate or unjustifiable.
prejudice
rigid and irrational generalisation about an entire category of people.
stereotyping
combined prejudices that form an exaggerated image attributed to all members of that group.
discrimination
differential behaviour and treatment of out-groups.
intergroup bias
systematic tendency to evaluate one’s own membership group (in-group) or its members more favourably than non-membership groups or its members (outgroup).
explicit bias
inconsistent responses: balance between desire to evaluate own group positively and wish to maintain self-image or fair-mindedness.
implicit bias
unintentional bias
out-group derogation
the other group (out-group) is regarded negatively and as potentially threatening to one’s own group (in-group).
social identity theory
people categorize themselves and others into groups, favor their own group (in-group), and compare it to out-groups to boost self-esteem.
optimal distinctiveness theory
Compromise between two opposing needs:
Satisfaction with group identification
Need for in-group differentiation
subjective uncertainty reduction theory
identification with in-groups with clear normative prescriptions for behaviour to help reduce uncertainty.
terror management theory
group identification based on cultural worldviews helps reduce anxiety caused by awareness of death.
social dominance theory
determines preference for intergroup hierarchies and ideologies in society that either promote or attenuate intergroup hierarchies.
intergroup ideologies
formal and informal rules, policies and traditions to deal with cultural diversity and issues of citizenship.
assimilation
implies unidirectional process pressuring minority groups to recategorize and conform to majority.
colour-blindness
implies that racial or ethnic membership should not matter, all people are the same.
multiculturalism
involves acknowledging group differences, appreciating diversity, and respecting minority group identities.
citizenship
entails a set of rights and duties linking citizens to the state.
social dominance orientation (SDO)
general attitudinal orientation toward intergroup relations, reflecting whether one generally prefers such relations to be equal or hierarchical.
legitimising myth
set of beliefs to provide justification of distribution of social values within the social system.
social influence
our own personal ideas, beliefs, attitudes and values are shaped by what others around us believe in or value.
intersubjective approach
rather than acting on their personal beliefs and values, people sometimes act on the beliefs and values they perceive to be widespread in their culture.
mental
cultural representations when repeatedly communicated and widespread.
pluralistic ignorance
incorrect perception of others’ beliefs.
Passive representation
organisation employs individuals from societal groups (ethnic, gender, etc.) proportionate to their share of the population.
Active representation
employees will “press for the interests and desires of those whom he is presumed to represent”.
Procedural justice
focuses on the way police and other legal authorities interact with the public and how the characteristics of those interactions shape the public’s views of the police, their willingness to obey the law, cooperation with the police in fighting crime, and actual crime rates.
Voice (procedural justice - principles)
people need to have the chance to tell their side of the story and to feel that authority figures will listen and sincerely consider this before making a decision.
Neutrality (procedural justice - principles)
People need to see authority figures as principled decision-makers who apply rules consistently, transparently, and without personal bias.
Respect (procedural justice - principles)
People need to be treated respectfully by authority figures, believe their rights are considered equal to others, and feel that their issues will be taken seriously.
Trustworthy motives (procedural justice - principles)
People need to see authority figures as sincere and authentic, who listen, care, and strive to do what is right for everyone involved.
Met’s Gangs Matrix
launched in 2012 after the 2011 London Riots, was developed to track and assess the risk of violence posed by known gang members in London. It assigns individuals a risk score (red, amber, or green) and a victim score, influencing police actions such as intelligence-led stop-and-search and data-sharing with non-policing agencies.
Allocation of resources (implications of big data & policing)
police forces will need to consider how algorithmic bias may affect their decisions to police certain areas more heavily.
Legal claims (implications of big data & policing)
discrimination claims could be brought by individuals scored ‘negatively’ in comparison to others of different ages or genders.
Over-reliance on automation (implications of big data & policing)
there is a risk that police officers may depend too much on analytical tools, undermining their discretion and causing them to disregard other relevant factors.
Predictive policing
tech-based tool based on large data sets to help predict and prevent potential future crime.
Artificial intelligence (AI)
the simulation of human-like intelligence in machines, enabling them to perform tasks such as learning, reasoning, problem-solving, and decision-making.
Bias as technical term
deviance from standard.
Bias in sociological terms
presumptions or attitudes that lead to discrimination and harm (for certain groups or people).
Biased data
this happens when the data we use to train a machine learning system already contains bias, leading the system to make unfair or inaccurate decisions.
Bias by omission
this happens when important groups or information are left out of the data used to train the system, making it less accurate or fair for those groups.
Bias by proxy
this occurs when a system uses indirect measures instead of the real thing, and these indirect measures introduce bias.
Civil (components of citizenship)
“the rights necessary for individual freedom”
Political (components of citizenship)
“the right to participate in the exercise of political power”
Social (components of citizenship)
"the full range from the right to basic economic support to the right to fully participate in society's culture and live a decent life according to the standards of the community"
Cultural (components of citizenship)
“comprises the right to assert and cultivate one’s cultural heritage”
Mental element (convention on the prevention and punishment of the crime of genocide, 1948)
the "intent to destroy, in whole or in part, a national, ethnical, racial or religious group, as such".
Physical element (convention on the prevention and punishment of the crime of genocide, 1948)
includes the following five acts, enumerated exhaustively:
Killing members of the group
Causing serious harm to the group
Inflicting life conditions leading to destruction
Imposing measures to prevent births
Forcibly transferring children to another group
Immigrant groups (types of minorities, Kymlicka 2012)
Turkish Germans
Mexican Americans
Arab immigrants
Historic national minorities (types of minorities, Kymlicka 2012)
Catalans in Spain
Frisians in the Netherlands
Welsh and Scottish in the UK
Indigenous peoples (types of minorities, Kymlicka 2012)
Maori in New Zealand
Inuit in Canada
Ainu in Japan