Digital Privacy, Generative AI, and Mental Health Technologies

Vocabulary practice flashcards covering digital privacy frameworks, surveillance capitalism, cognitive offloading with generative AI, academic integrity, and digital mental health technologies.

Surveillance Capitalism

An economic framework conceptualized by Shoshana Zuboff (2019) in which private human experience is extracted as raw behavioral data, processed into predictive models, and traded in behavioral futures markets for profit.

Data Exhaust

The passive behavioral trails, logs, and metadata left behind by users during digital interactions, which commercial entities such as Google recognized in the early 2000s as possessing immense predictive capability and financial value.

The Right to be Let Alone

The foundational legal conception of privacy articulated in an 1890 Harvard Law Review article by US legal scholars Samuel Warren and Louis Brandeis, prompted by 19th-century intrusions from instant photography and print journalism.

Privacy as a Social Value

Daniel J. Solove's (2025) conception of privacy asserting that privacy is not merely an individual entitlement for those with something to hide, but an essential societal structure that preserves democracy, limits institutional power, and protects freedom of thought.

Contextual Integrity

Helen Nissenbaum's philosophical framework defining privacy as the appropriate flow of personal data according to context-specific informational norms, evaluated across five parameters: sender, recipient, subject, information type, and transmission principles.

Psychological Targeting

The practice of using automated assessments from digital footprints to infer psychological traits and states (psychological profiling) in order to influence people's attitudes, emotions, or behaviors at scale via psychologically informed interventions.

Privacy Paradox

The documented discrepancy in digital behavior where individuals report significant concern regarding personal data security and privacy, yet consistently disclose sensitive information and fail to adopt protective measures.

Psychological Distance of Privacy

A Construal Level Theory framework explaining the privacy paradox, whereby privacy harms are construed at a high level due to temporal, spatial, social, and hypothetical distance, leading immediate, proximal rewards to dominate decision-making.

Learned Helplessness in Privacy

A state of psychological resignation where consumers stop attempting to protect their digital data because repeated boundary violations and complex, opaque tracking mechanisms lead them to believe that individual data protection is impossible.

Privacy by Design

An approach to systems engineering that incorporates proactive privacy safeguards and strong default protections directly into the architecture of technologies, relieving users from the cognitive burden of navigating complex consent mechanisms.

Cambridge Analytica Scandal

A major 2014 data breach and exploitation event where Aleksandr Kogan harvested data from approximately $87\text{ million}$ Facebook users via a personality quiz app to build predictive Big Five psychographic profiles for microtargeted political campaigns.

Vastaamo Cyberattack

A catastrophic security breach occurring between 2018 and 2019 at a Finnish psychotherapy provider where confidential session transcripts of approximately $36{,}000$ patients were stolen and used for extortion demands ranging from €$200$ to €$500$ per victim.

Cognitive Offloading

The practice of delegating mental operations—such as memory retrieval, information synthesis, and problem-solving—to external automated tools, which lowers immediate effort but compromises long-term retention and deep knowledge construction.

Desirable Difficulties

Learning conditions conceptualized by Bjork and Bjork (2011) that introduce deliberate, effortful cognitive struggle during initial learning (such as active retrieval and spacing), thereby reducing short-term fluency but significantly boosting durable long-term retention.

Barcaui (2025) Knowledge Retention Curve

An empirical comparison of retention over 45 days demonstrating that AI-assisted learners experience an approximately $11\%$ greater knowledge loss ($d = 0.68$ overall; $d \approx 0.92$ for technical concepts) compared to traditional unassisted learners.

Fundamental Values of Academic Integrity

The six core commitments—Honesty, Trust, Fairness, Respect, Responsibility, and Courage—that uphold scholarly inquiry, educational credibility, and mutual accountability within academic communities.

Attitudinal Ambiguity

A cognitive and behavioral state observed among students who recognize the speed and utility of generative AI for formative tasks, yet feel hesitant, distrustful, and anxious about its ethical legitimacy in graded academic assessments.

Approach Pluralistic Psychotherapy Science

An epistemological model in psychotherapy stating that clinical practice encompasses numerous independent theoretical traditions (e.g., psychoanalytic, logotherapy, systemic, Gestalt) and cannot be generalized to a single dominant modality.

Paradoxical Intention

A logotherapeutic intervention developed by Viktor Frankl for phobias and social anxiety in which a client is instructed to deliberately wish for or perform the exact symptom or scenario they dread, thereby breaking the cycle of anticipatory anxiety.

CBT Bias in Large Language Models

The tendency of conversational AI systems to default almost exclusively to Cognitive Behavioral Therapy frameworks and skills training when addressing mental distress, omitting alternative humanistic, psychodynamic, or systemic perspectives.

Organisation for the Review of Care and Health Apps (ORCHA)

A UK-based independent assessment body that audits digital health applications on data security, user experience, and clinical assurance, revealing that approximately $85\%$ of health apps fail established quality benchmarks and only $20\%$ meet safety standards.

Persuasive Technology in Mental Health Apps

Design features adapted from commercial digital platforms—such as push notifications, gamification, and daily usage streaks—that prioritize user retention and habit formation over genuine clinical efficacy.

Covert AI Use in Psychotherapy

The practice of clinicians utilizing generative AI tools to draft notes or communications without client knowledge or consent, which research indicates substantially damages therapeutic trust and acceptability.

Technostress

The psychological strain and cognitive exhaustion resulting from information overload and reliance on digital platforms, identified as a factor exacerbating social avoidance and loneliness in compulsive AI users.

PRISMA Statement

Preferred Reporting Items for Systematic Reviews and Meta-Analyses; an evidence-based procedural framework and flow diagram detailing systematic study identification, screening, eligibility, and inclusion.