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Related Concept Videos

Data Collection I01:30

Data Collection I

Data collection gathers information needed to make accurate judgments about a patient's present condition. During a health history interview, subjective data is collected from the patient, their caregivers, or family members, and objective data is collected through observations and physical assessment. Patients are the primary source of subjective data. Thus information gathered from patients through interviews, observations, and physical examination is primary data. Secondary sources of data...
Data Collection II01:29

Data Collection II

The nursing history captures and records the patient's health status, so that a care plan evolves to meet the patient's individual needs. The nursing health history is a part of the initial assessment. A comprehensive history covers all health dimensions and plays a significant role in the assessment process. A comprehensive history includes the patient's biographical information, reasons for seeking health care, expectations, present and past health history, medications, and family,...
Assessment of the Cardiovascular System I: Subjective Data01:23

Assessment of the Cardiovascular System I: Subjective Data

A thorough health history and physical assessment are essential for identifying cardiovascular disease (CVD) symptoms and distinguishing them from other health issues.
Initial Enquiry
Ask the patient about their primary concern and thoroughly explore all reported symptoms.
Medical History
Investigate past illnesses affecting the cardiovascular system, such as angina, anemia, rheumatic fever, congenital heart disease, stroke, thrombophlebitis, dysrhythmias, varicosities
Inquire about symptoms...
Data Collection III01:05

Data Collection III

The physical assessment examines the patient for objective data that defines the patient's condition, and aids in formulating the nursing care plan. The purpose of physical assessment is a health status appraisal, which includes identifying health problems, and establishing a database for nursing intervention.
The principles to begin the physical assessment include conducting a comprehensive or problem-related history in a quiet, well-lit room, emphasizing privacy and comfort for the patient.

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Methodology for Establishing a Community-Wide Life Laboratory for Capturing Unobtrusive and Continuous Remote Activity and Health Data
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Perceived Sensitivity of Sensor-Based Digital Health Data: Qualitative Interview Study.

Christine Deeney1, Anika Sonig1, Meghan E Hurley1

  • 1Center for Medical Ethics and Health Policy, Baylor College of Medicine, One Baylor Plaza, Suite 310D, Houston, TX, 77030, United States, 1 713-798-4951.

JMIR Mhealth and Uhealth
|July 8, 2026
PubMed
Summary

Adolescents and caregivers consider computer perception (CP) data highly sensitive and are hesitant to share it externally. Enhanced patient education and data protection transparency are crucial for building trust in digital mental health tools.

Keywords:
affective computingdata privacydata protectiondata sharingdigital phenotypingmHealthmobile healthtransparencytrust

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Area of Science:

  • Digital Health
  • Mental Healthcare
  • Data Privacy

Background:

  • Digital health tools passively collect sensitive patient data for mental health analysis.
  • Existing technologies like digital phenotyping raise privacy concerns, necessitating patient awareness and consent.
  • Limited empirical research exists on stakeholder views of data sensitivity and stewardship for digital health data.

Purpose of the Study:

  • To explore stakeholder perspectives on computer perception (CP) data sensitivity.
  • To assess trust in current data protection measures for CP data.
  • To understand willingness to share CP data and the desire for transparency in its external use.

Main Methods:

  • Qualitative interviews were conducted with 40 participants (20 adolescents, 20 caregivers).
  • Interviews explored perspectives on privacy, security, and CP data use and exchange.
  • Thematic content analysis was used to identify patterns in stakeholder responses.

Main Results:

  • Adolescents and caregivers perceive CP data as highly sensitive, showing reluctance to share it outside clinical settings.
  • Participants expressed trust in existing data protections but often misunderstood their scope.
  • A gap exists between perceived and actual data protection capabilities.

Conclusions:

  • Clear patient communication and education on CP data risks, benefits, and protections are essential.
  • Recommendations include enhanced patient education, risk assessment for secondary data use, stronger regulations, improved traceability, and dynamic consent models.
  • These strategies aim to increase transparency, understanding, and trust in digital mental health data handling.