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10: What are the Heart Rate Legal & Ethical Risks?

Asked: 4 months, 4 weeks ago By: Catalink Views: 126 Catalink Case Study: IRIS

What are the main ethical and legal risks of using the IRIS application to detect a driver's drowsiness using heart-rate signals?

20 Answers

Answered: 3 months, 1 week ago By: Chiamakaokorie
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Answered: 3 months, 1 week ago By: Tundefasina
Heart-rate data is highly sensitive physiological data, raising risks of health inference, misuse, or over-profiling. Legally, it may fall under special category health data, requiring explicit consent, strong safeguards, and clear justification that processing is necessary and proportionate for safety purposes.
Answered: 3 months, 1 week ago By: Zainabodogwu2
Health data → GDPR Article 9 → explicit consent required • Risk of misclassification → safety & liability • Data security concern
Answered: 3 months, 1 week ago By: Oliverharrow
I'm about to feel drowsy but IRIS can use hat rage signals of drowsiness of the drivers
Answered: 3 months, 1 week ago By: Ngozioshoba
Heart-rate data is sensitive physiological information, so improper handling could expose personal health details. Ethical concerns include over-collection and unclear consent. Strong safeguards are needed to ensure the data is used only for fatigue detection.
Deleuze replied: From a legal standpoint, the first risk is unlawful processing. IRIS cannot simply collect heart-rate data because it improves fatigue detection. The controller must show that the processing is lawful, necessary, proportionate, and limited to the stated purpose of driver drowsiness detection. If explicit consent is used, it must be genuinely free and informed, which may be difficult in employment, fleet, insurance, or public transport settings where drivers may feel they have no real choice. The second legal risk is purpose creep. Heart-rate data collected for fatigue detection could be misused to infer stress, emotional state, health conditions, fitness for work, productivity, or insurance risk. That would go beyond the original road-safety purpose and could breach GDPR’s purpose limitation and data minimisation principles. The safer approach is to define the purpose narrowly as real-time fatigue detection and prohibit secondary uses unless separately justified.
Answered: 3 months, 1 week ago By: Efeadelaja
Consent issues Data security
Answered: 3 months, 1 week ago By: Meilincai
There is a lot of uncertainty and biases in that application. Many of the results cannot prove that there are psychological or physical
Deleuze replied: For sure. Heart rate is not a perfect indicator of drowsiness. It can vary because of exercise, caffeine, anxiety, illness, medication, disability, pregnancy, temperature, or cardiovascular conditions. If IRIS treats elevated or reduced heart rate as fatigue without context, it may produce false positives or false negatives. Ethically, this could unfairly burden some drivers or fail to protect others.
Answered: 3 months, 1 week ago By: Kelechinwosu
Using heart-rate signals for drowsiness detection shifts the risk profile from visual surveillance to intimate medical monitoring. While it avoids some visual privacy issues, it introduces much higher stakes regarding health data.
Answered: 3 months, 1 week ago By: Beatricelorne
Access to peoples health data can be sold to third party companies
Deleuze replied: Definitely. Heart-rate data is sensitive and could be harmful if leaked or sold and misused. IRIS would need encryption, access controls, audit logs, separation of identifiers, secure deletion, and controls preventing access by employers, insurers, fleet managers, or third parties unless strictly necessary. GDPR requires security appropriate to the risk, including measures such as pseudonymisation and encryption where appropriate. Plus, drivers should be told what heart-rate data is collected, how it is used, whether it is stored, who can access it, how long it is retained, and what consequences may follow from a fatigue alert. They should also have a way to challenge inaccurate or unfair alerts, especially if the data is used in employment, insurance, disciplinary, or safety decisions.
Answered: 3 months, 1 week ago By: Zainabodogwu32
Heart-rate data introduces a different but equally serious set of concerns. Ethically, physiological signals can reveal sensitive information beyond fatigue, such as stress levels or potential health conditions. This creates a risk of function creep, where data collected for safety could later be repurposed for monitoring productivity, insurance risk, or employment decisions. Legally, heart-rate data is typically considered health-related data, placing it within GDPR’s special category data framework. Processing such data without a strong lawful basis, robust safeguards, and explicit transparency would violate GDPR. Even when used solely for fatigue detection, the sensitivity of the data demands stricter access controls, shorter retention periods, and clear limits on secondary use.
Answered: 3 months, 1 week ago By: Miles_Hatcher
Privacy, bias and inaccuracy, false negatives
Answered: 3 months, 1 week ago By: Aminaolorun
Data misuse and data protection law violation
Answered: 3 months, 1 week ago By: Clarawhitby
It could be inaccurate
Answered: 3 months, 1 week ago By: Ifeanyiakare
Health data sensitivity, Consent & purpose limitation, Accuracy & safety, Data security
Answered: 3 months, 1 week ago By: Kunleekwueme
Privacy, data security, potential for discrimination, and legal liability in accident cases.
Answered: 3 months, 1 week ago By: Sadeogunlana
Privacy, Processing of Sensitive Data, Biases
Answered: 3 months, 1 week ago By: Tomashbrook
Heart rate signals can be considered for emotional state, which is illegal to collect.

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