Related Experiment Video
Updated: Mar 23, 2026

Iterative Development of an Innovative Smartphone-Based Dietary Assessment Tool: Traqq
Published on: March 19, 2021
Assessing the Usability of Six Data Entry Mobile Interfaces for Caregivers: A Randomized Trial
Frederic Ehrler1, Guy Haller, Evelyne Sarrey
1Division of Medical Information Sciences, Department of medical imaging and medical information sciences, University Hospitals of Geneva, Geneva, Switzerland. frederic.ehrler@hcuge.ch.
The numeric keyboard interface is the most accurate and fastest for bedside data entry. Choosing the right mobile interface significantly impacts clinical data quality and patient care.
Area of Science:
- Human-Computer Interaction
- Health Informatics
- Clinical Data Management
Background:
- Growing demand for mobile device applications in hospitals for bedside clinical data recording.
- Human-machine interface design critically influences data recording accuracy and effectiveness.
- Lack of evidence on optimal interface design for usability and data quality in clinical settings.
Purpose of the Study:
- To formally compare 6 handheld device interfaces for speed and accuracy in data entry.
- To evaluate interfaces using 3 common types of numerical data recorded at the patient's bedside.
Main Methods:
- Randomized crossover trial involving 150 healthcare professionals at University Hospitals of Geneva.
- Participants recorded randomly generated data on 6 smartphone interfaces in a randomized order.
- Automated software recorded accuracy and effectiveness during the data entry process.
Main Results:
- Error rates varied significantly, from 0.7% to 18.5% across different interfaces.
- Data recording time ranged from 2.81 to 14.68 seconds per interface.
- The numeric keyboard interface demonstrated superior performance for pulse data entry (3.08 sec, 99.3% accuracy).
Conclusions:
- Interface selection profoundly impacts the quality of recorded clinical data.
- Prioritize speed and accuracy over developer convenience or default platform solutions when choosing interfaces.
- The numeric keyboard is the most accurate interface for specific numerical data entry, aiding clinical guideline development.
Related Concept Videos
Documentation in Long-Term and Home Healthcare Setting
Long-Term Care Facilities
Nursing Clinical Information System
A Nursing Clinical Information System (NCIS) is a specialized type of healthcare information system tailored to meet the unique needs of nursing practice. It incorporates the principles of nursing informatics to streamline information management and improve the quality of care delivery.
Critical attributes of NCIS include:
Data Collection III
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...
Methods of Documentation VI: Case Management Model
For example, a patient with a chronic...
Data Validation
Nursing assessment guides are generally based on holistic models rather than medical...
Nursing Process for Patient and Caregiver Teaching III: Evaluation and Documentation
Nurses can use several methods to evaluate patient outcomes. For example, oral questions can assess cognitive learning,...

