Jove
Visualize
Contact Us
JoVE
x logofacebook logolinkedin logoyoutube logo
ABOUT JoVE
OverviewLeadershipBlogJoVE Help Center
AUTHORS
Publishing ProcessEditorial BoardScope & PoliciesPeer ReviewFAQSubmit
LIBRARIANS
TestimonialsSubscriptionsAccessResourcesLibrary Advisory BoardFAQ
RESEARCH
JoVE JournalMethods CollectionsJoVE Encyclopedia of ExperimentsArchive
EDUCATION
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab ManualFaculty Resource CenterFaculty Site
Terms & Conditions of Use
Privacy Policy
Policies

Related Concept Videos

Ethical Standards I01:25

Ethical Standards I

856
The American Nurses Association (ANA) created and implemented the first nationally accepted Code of Ethics for Nurses with Interpretive Statements. The Code of Ethics is a living document regularly updated by the ANA and establishes an ethical standard that is non-negotiable for nurses in all roles and settings.
The Code of Ethics provisions outline the nurse's duty to the patient, the healthcare team, the profession, and society. The Code's fundamental principles include advocacy,...
856
Sample Proportion and Population Proportion01:20

Sample Proportion and Population Proportion

5.5K
Collecting samples or responses from an entire population takes significant time and effort, so a researcher collects responses from only a sample of that population. Suppose a study needs to collect information about a specific mobile application. After sample collection, the researcher analyzes the data and discovers that most individuals in the sample use that specific mobile application. The sample proportion measures the number of individuals in a sample who either use or don't use the...
5.5K

You might also read

Related Articles

Articles linked to this work by shared authors, journal, and citation graph.

Sort by
Same author

Data Donation as a Method to Measure Physical Activity in Older Adults: Cross-Sectional Web Survey Assessing Consent Rates, Donation Success, and Bias.

Journal of medical Internet research·2025
Same author

An Experimental Approach to Assessing Young Women's Childbearing Preferences: A Research Note on the United States.

Demography·2025
Same author

Barriers to the Large-Scale Adoption of a COVID-19 Contact Tracing App in Germany: Survey Study.

Journal of medical Internet research·2021
Same author

Studying health-related internet and mobile device use using web logs and smartphone records.

PloS one·2020

Related Experiment Video

Updated: Jul 23, 2025

Setup of Consumer Wearable Devices for Exposure and Health Monitoring in Population Studies
15:00

Setup of Consumer Wearable Devices for Exposure and Health Monitoring in Population Studies

Published on: February 3, 2023

2.6K

Increasing the Acceptance of Smartphone-Based Data Collection.

Alexander Wenz1, Florian Keusch2

  • 1Research Fellow, Mannheim Centre for European Social Research, University of Mannheim, Mannheim, Germany.

Public Opinion Quarterly
|July 17, 2023
PubMed
Summary

Individuals are more willing to participate in smartphone studies when they control data collection and receive unconditional incentives. Study design features significantly impact acceptance of mobile data collection methods.

More Related Videos

Methodology for Establishing a Community-Wide Life Laboratory for Capturing Unobtrusive and Continuous Remote Activity and Health Data
11:21

Methodology for Establishing a Community-Wide Life Laboratory for Capturing Unobtrusive and Continuous Remote Activity and Health Data

Published on: July 27, 2018

8.3K
Video Movement Analysis Using Smartphones ViMAS: A Pilot Study
07:51

Video Movement Analysis Using Smartphones ViMAS: A Pilot Study

Published on: March 14, 2017

16.9K

Related Experiment Videos

Last Updated: Jul 23, 2025

Setup of Consumer Wearable Devices for Exposure and Health Monitoring in Population Studies
15:00

Setup of Consumer Wearable Devices for Exposure and Health Monitoring in Population Studies

Published on: February 3, 2023

2.6K
Methodology for Establishing a Community-Wide Life Laboratory for Capturing Unobtrusive and Continuous Remote Activity and Health Data
11:21

Methodology for Establishing a Community-Wide Life Laboratory for Capturing Unobtrusive and Continuous Remote Activity and Health Data

Published on: July 27, 2018

8.3K
Video Movement Analysis Using Smartphones ViMAS: A Pilot Study
07:51

Video Movement Analysis Using Smartphones ViMAS: A Pilot Study

Published on: March 14, 2017

16.9K

Area of Science:

  • Social Sciences
  • Human Behavior Research
  • Digital Health

Background:

  • Social scientists increasingly use smartphone data for human behavior studies.
  • Low participation rates in general population samples pose a significant challenge.
  • Understanding study design features that enhance acceptance of smartphone data collection is crucial.

Purpose of the Study:

  • To examine how specific study design characteristics influence willingness to participate in smartphone-based data collection.
  • To identify controllable factors that can increase acceptance of mobile research apps.

Main Methods:

  • A vignette experiment was conducted with 1,876 US adults from the NORC AmeriSpeak Panel.
  • Respondents rated their willingness to participate based on eight randomly assigned hypothetical study scenarios.
  • The Technology Acceptance Model guided the manipulation of study characteristics.

Main Results:

  • Willingness to participate increased when individuals had control over data collection (e.g., temporary switch-off, data review).
  • Invitation via postal letter was more effective than postal letter plus phone call.
  • Unconditional incentives were more effective than conditional incentives in increasing engagement.

Conclusions:

  • Controllable data collection features and clear communication channels enhance participation in smartphone studies.
  • Incentive structure plays a vital role in participant engagement with mobile data collection.
  • Study design modifications can significantly improve acceptance of smartphone-based behavioral research.