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

Surveys02:16

Surveys

14.8K
Often, psychologists develop surveys as a means of gathering data. Surveys are lists of questions to be answered by research participants, and can be delivered as paper-and-pencil questionnaires, administered electronically, or conducted verbally. Generally, the survey itself can be completed in a short time, and the ease of administering a survey makes it easy to collect data from a large number of people.
14.8K
Data Collection by Survey01:07

Data Collection by Survey

6.5K
The systematic method of obtaining and analyzing accurate information of a population is called data collection. A survey is a standard method of data collection that involves collecting information from a target human population about their experience, opinion, or knowledge of a product, service, or process. The responses are recorded and interpreted. The most common survey examples are written questionnaires, face-to-face or telephonic conversations, focus groups, and electronic (e-mail or...
6.5K
Data Collection I01:30

Data Collection I

6.3K
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...
6.3K
Archival Research01:40

Archival Research

16.0K
Some researchers gain access to large amounts of data without interacting with a single research participant. Instead, they use existing records to answer various research questions. This type of research approach is known as archival research. Archival research relies on looking at past records or data sets to look for interesting patterns or relationships. For example, a researcher might access the academic records of all individuals who enrolled in college within the past ten years and...
16.0K
Ethics in Research01:56

Ethics in Research

23.1K
Today, scientists agree that good research is ethical in nature and is guided by a basic respect for human dignity and safety. However, this has not always been the case. Modern researchers must demonstrate that the research they perform is ethically sound.
23.1K
Convenience Sampling Method00:55

Convenience Sampling Method

8.9K
Sampling is a technique to select a portion (or subset) of the larger population and study that portion (the sample) to gain information about the population. Data are the result of sampling from a population. The sampling method ensures that samples are drawn without bias and accurately represent the population.
Convenience sampling is a non-random method of sample selection; this method selects individuals that are easily accessible and may result in biased data. For example, a marketing...
8.9K

You might also read

Related Articles

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

Sort by
Same author

Assessing mobile instant messenger networks with donated data.

Social network analysis and mining·2026
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

A data-driven approach to understanding non-response and restoring sample representativeness in the UK Next Steps cohort.

Longitudinal and life course studies : international journal·2025
Same author

Best practices for studies using digital data donation.

Quality & quantity·2025
Same author

Climate emotions, thoughts, and plans among US adolescents and young adults: a cross-sectional descriptive survey and analysis by political party identification and self-reported exposure to severe weather events.

The Lancet. Planetary health·2024
Same author

Interviewer Effects on the Measurement of Physical Performance in a Cross-National Biosocial Survey.

Journal of survey statistics and methodology·2024

Related Experiment Video

Updated: Jul 16, 2025

Augmenting Large Language Models via Vector Embeddings to Improve Domain-Specific Responsiveness
03:14

Augmenting Large Language Models via Vector Embeddings to Improve Domain-Specific Responsiveness

Published on: December 6, 2024

617

Ethical Considerations for Augmenting Surveys with Auxiliary Data Sources.

Bella Struminskaya1, Joseph W Sakshaug2

  • 1Associate Professor, Department of Methodology and Statistics, Utrecht University, Utrecht, The Netherlands.

Public Opinion Quarterly
|September 14, 2023
PubMed
Summary
This summary is machine-generated.

Integrating supplementary data with surveys raises privacy concerns impacting participation. This synthesis reviews ethical issues, empirical evidence, and safeguards for novel data collection methods.

More Related Videos

Integrating Computerized Linguistic and Social Network Analyses to Capture Addiction Recovery Capital in an Online Community
08:53

Integrating Computerized Linguistic and Social Network Analyses to Capture Addiction Recovery Capital in an Online Community

Published on: May 31, 2019

5.2K
Online Explorative Study on the Learning Uses of Virtual Reality Among Early Adopters
07:29

Online Explorative Study on the Learning Uses of Virtual Reality Among Early Adopters

Published on: November 22, 2019

8.3K

Related Experiment Videos

Last Updated: Jul 16, 2025

Augmenting Large Language Models via Vector Embeddings to Improve Domain-Specific Responsiveness
03:14

Augmenting Large Language Models via Vector Embeddings to Improve Domain-Specific Responsiveness

Published on: December 6, 2024

617
Integrating Computerized Linguistic and Social Network Analyses to Capture Addiction Recovery Capital in an Online Community
08:53

Integrating Computerized Linguistic and Social Network Analyses to Capture Addiction Recovery Capital in an Online Community

Published on: May 31, 2019

5.2K
Online Explorative Study on the Learning Uses of Virtual Reality Among Early Adopters
07:29

Online Explorative Study on the Learning Uses of Virtual Reality Among Early Adopters

Published on: November 22, 2019

8.3K

Area of Science:

  • Social Sciences
  • Survey Methodology
  • Data Ethics

Background:

  • Survey researchers increasingly use supplementary data (paradata, administrative, contextual) to enhance research.
  • Integrating these novel data sources with surveys presents unresolved ethical and data privacy challenges.

Purpose of the Study:

  • To review ethical considerations and empirical evidence on privacy concerns impacting participation in supplemented surveys.
  • To discuss potential data privacy safeguarding approaches for novel data collection and dissemination.

Main Methods:

  • Systematic review of ethical considerations.
  • Synthesis of empirical evidence on privacy impacts.
  • Discussion of data protection strategies.

Main Results:

  • Privacy concerns are a significant factor influencing participation in studies using supplementary data.
  • Existing ethical frameworks may not fully address the complexities of novel data integration.
  • Various technical and procedural safeguards can mitigate participant privacy concerns.

Conclusions:

  • Addressing data privacy is crucial for the ethical and successful integration of supplementary data in surveys.
  • Further research is needed on best practices for data anonymization, consent, and secure dissemination.
  • Developing robust privacy-preserving methods will foster trust and encourage participation in future survey research.