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data minimization
collect only the data necessary for operations and avoid excessive data retention
transparent privacy policies
clearly inform users about how their data will be collected, stored, and used
compliance with regulations
adhere to global privacy laws such as gdpr, ccpa, or local data protection rules
use anonymization techniques
strip personal identifiers from data sets to protect user identity
secure iot devices
require strong authentication for iot devices and ensure firmware updates are applied regularly
data ownership
who owns the data collected by is? ethical dilemmas arise when organizations claim ownership; ethical questions arise about who owns the data collected by information systems—the user or the organization.
bias in algorithms
automated systems may unintentionally discriminate against certain groups
intellectual property
protecting digital content while ensuring fair use is a challenge
transparency
ethical concerns arise when organizations fail to disclose how data is used; ethical dilemmas arise when organizations fail to disclose how their systems operate or how decisions are made.
digital divide
unequal access to information systems can widen social gaps, creating ethical concerns around fairness and inclusion
employee surveillance
monitoring employees via information systems raises questions about the balance between security and personal privacy
promote data ownership and control
llow users to access, modify, and delete their data easily. empower them with control over their personal information
eliminate algorithmic bias
audit algorithms for bias and adjust them to ensure fair and equitable outcomes
practice transparency
disclose how decisions are made by automated systems and ensure accountability
enforce ethical use of technology
establish guidelines to ensure is is not used for harmful or unethical purposes (e.g., surveillance or manipulation)
foster corporate responsibility
organizations should prioritize ethical considerations in their decision-making processes and engage in practices that benefit society