Vulnerable People
Date Range
Score Range
Highlights risks to vulnerable asylum seekers under the new rules, particularly regarding detention and family reunification
Repetition of concerns about vulnerable groups, including children and trafficking victims, frames the policy as potentially harmful to those most in need of protection.
“The commission said it had consistently recommended that detention be used only as a measure of last resort, and that stronger protections be put in place for children, victims of trafficking and other vulnerable groups.”
Vulnerable defendants framed as being excluded from justice
Sympathy appeal and loaded language focusing on undervaluation of services to marginalized
“The services we provide for the most vulnerable in society are completely undervalued.”
framing vulnerable populations as systematically targeted and socially isolated
The article repeatedly references 'vulnerable people' as targets, including the elderly and disabled, and highlights their fear of retaliation and distrust in institutions, suggesting systemic exclusion.
“Perpetrators of so-called cuckooing often target vulnerable people, including the elderly or disabled, by forcing themselves into homes to carry out illegal acts”
Vulnerable individuals are framed as systematically targeted and abandoned by institutions
loaded_language, appeal_to_emotion
“British prosecutors said Law was a "serial offender who callously exploited many vulnerable and innocent people"”
Marginalisation of economically vulnerable customers
The framing emphasizes that vulnerable individuals were subjected to forced entry and involuntary meter installation, suggesting systemic neglect and exclusion from protections.
“Some vulnerable customers who were in energy bill arrears had their homes broken into so that agents acting for the utility company could install a pre-payment meter.”
Vulnerable individuals framed as exploited and abandoned by systems
Prosecutors describe recruitment of people with addiction, trauma, and poverty issues without exploring systemic failures
“Edwards and his wife ran the congregation out of a multi-unit apartment building and recruited 'vulnerable people desperately searching for leadership' because of troubles that included financial and family problems, drug addiction, and previous sexual victimization”
Vulnerable individuals are framed as exploited and isolated from societal protection
The article emphasizes that Edwards targeted people with addiction, poverty, and prior victimization, then subjected them to isolation and control, highlighting their exclusion and systemic vulnerability.
“Edwards and his wife ran the congregation out of a multi-unit apartment building and recruited 'vulnerable people desperately searching for leadership' because of troubles that included financial and family problems, drug addiction, and previous sexual victimization, prosecutors say in court records.”
Vulnerable individuals are portrayed as excluded and exploited by platform design
The story of the cognitively impaired man is used to suggest systemic neglect, with the platform enabling harmful AI interactions, thus framing vulnerable users as targets rather than protected users.
“His fatal attraction puts a spotlight on Meta’s AI guidelines, which have let chatbots make things up and engage in ‘sensual’ banter with children.”
Vulnerable individuals framed as at risk in online spaces
[appeal_to_emotion] — Language evokes concern for those emotionally fragile and exposed to danger online.
“We live in a world in which large numbers of vulnerable and traumatized people turn to online spaces for support or information, and stumble into extreme danger of all kinds.”
People with mental illness framed as at risk of being excluded from protective care and steered toward assisted dying
The article suggests a systemic failure where underserved patients may be directed to MAID instead of treatment, implying marginalization of those with mental illness in the healthcare system.
“patients in underserved areas may “receive MAID rather than evidence-based care.””