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

Case Studies01:22

Case Studies

11.7K
There are many research methods available to psychologists in their efforts to understand, describe, and explain behavior and the cognitive and biological processes that underlie it.
11.7K
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
Data Collection III01:05

Data Collection III

2.8K
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...
2.8K
Data Collection II01:29

Data Collection II

8.3K
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...
8.3K
Community Based Intervention01:30

Community Based Intervention

66
Community-based interventions in mental health represent a paradigm shift from institution-centered care to treatments embedded within the fabric of local communities. By prioritizing inclusion and leveraging existing societal structures, this approach fosters a supportive environment conducive to addressing mental health challenges while promoting individual dignity and agency.
Foundations of Community Mental Health Programs
Central to the success of community-based interventions is the...
66
Data Collection by Observations01:08

Data Collection by Observations

12.1K
Data collection refers to a systematic way of obtaining, observing, measuring, and analyzing accurate information. Observational studies are one of the most widely used methods of data collection. It involves collecting data by observing the behavior and physical characteristics of a sample without making any modifications to the sample.
An astronomer viewing the motion and brightness of stars in the sky and recording the data is an example of observational data collection. A botanist recording...
12.1K

You might also read

Related Articles

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

Sort by
Same author

Diabetes and cancer incidence among adults in the Hispanic Community Health Study/Study of Latinos.

Cancer·2026
Same author

Strategies for high-quality community-based participatory research partnerships in public health research.

Public health in practice (Oxford, England)·2026
Same author

Energy metabolism, adenosine, and glutamate signaling reprogramming by decanoic acid in Glut1 disorder syndrome.

Epilepsia open·2026
Same author

Expanding the Phenotypic Spectrum of the Recurrent De Novo FBXO31 p.Asp334Asn Variant: Evidence for a Novel Neurodevelopmental Disorder (Kruer Syndrome).

Clinical genetics·2026
Same author

Nasal Biomarkers of Acute Illness Severity and Predictors of Recurrent Wheeze in Infants Infected With Respiratory Syncytial Virus.

The Journal of infectious diseases·2026
Same author

Developing a genetic return of results service core.

Journal of clinical and translational science·2026
Same journal

Severe Postoperative Hypernatremia in an Adolescent Following Sleeve Gastrectomy.

Pediatrics·2026
Same journal

Barriers to Implementing SMART for Asthma in Pediatric Primary Care.

Pediatrics·2026
Same journal

Blood Lead Testing Among Children Enrolled in Medicaid.

Pediatrics·2026
Same journal

From Screening to Support: Crafting Social Needs Response Systems That Work for Families.

Pediatrics·2026
Same journal

A Social Care Intervention in Pediatric Practices: A Stepped Wedge Cluster Trial.

Pediatrics·2026
Same journal

Pediatric Cheerleading-Related Head Injuries and the "Double Down" Rule Change.

Pediatrics·2026
See all related articles

Related Experiment Video

Updated: Jul 24, 2025

Bridging the Technology Divide in the COVID-19 Era: Using Virtual Outreach to Expose Middle and High School Students to Imaging Technology
09:55

Bridging the Technology Divide in the COVID-19 Era: Using Virtual Outreach to Expose Middle and High School Students to Imaging Technology

Published on: September 28, 2022

1.7K

Common Data Element Collection in Underserved School Communities: Challenges and Recommendations.

Diya M Uthappa1, Tara K Mann2, Jennifer L Goldman3

  • 1Duke University School of Medicine, Doctor of Medicine Program.

Pediatrics
|July 2, 2023
PubMed
Summary
This summary is machine-generated.

Engaging underserved communities early in study design improves participation in common data element (CDE) collection. Uncoupling CDEs from testing particularly boosted Black and Hispanic representation, reducing data collection barriers.

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
Visualizing Field Data Collection Procedures of Exposure and Biomarker Assessments for the Household Air Pollution Intervention Network Trial in India
09:33

Visualizing Field Data Collection Procedures of Exposure and Biomarker Assessments for the Household Air Pollution Intervention Network Trial in India

Published on: December 23, 2022

2.3K

Related Experiment Videos

Last Updated: Jul 24, 2025

Bridging the Technology Divide in the COVID-19 Era: Using Virtual Outreach to Expose Middle and High School Students to Imaging Technology
09:55

Bridging the Technology Divide in the COVID-19 Era: Using Virtual Outreach to Expose Middle and High School Students to Imaging Technology

Published on: September 28, 2022

1.7K
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
Visualizing Field Data Collection Procedures of Exposure and Biomarker Assessments for the Household Air Pollution Intervention Network Trial in India
09:33

Visualizing Field Data Collection Procedures of Exposure and Biomarker Assessments for the Household Air Pollution Intervention Network Trial in India

Published on: December 23, 2022

2.3K

Area of Science:

  • Health Equity Research
  • Community-Engaged Research
  • Data Harmonization

Background:

  • Common Data Elements (CDEs) are crucial for data interpretation and research reproducibility.
  • Building trust between researchers and underserved communities is essential for equitable data collection.
  • Previous CDE collection methods have faced challenges in community engagement and data representativeness.

Purpose of the Study:

  • To recommend future CDE development strategies that enhance community partnerships.
  • To harmonize data interpretation and reduce mistrust between researchers and underserved populations.
  • To evaluate CDE collection methods within the Rapid Acceleration of Diagnostics-Underserved Populations Return to School project.

Main Methods:

  • Cross-sectional qualitative and quantitative evaluation of mandatory CDE collection.
  • Comparison of racial/ethnic representativeness between CDE participants and testing initiative participants.
  • Analysis of missing CDE data by domain and stratified by CDE collection strategies.

Main Results:

  • Most study aims (47%) fully uncoupled CDEs from testing initiatives.
  • Minimal variation in racial/ethnic distribution for CDE participants versus testing participants overall.
  • Fully uncoupling CDEs increased Black and Hispanic participation in both CDEs and testing.

Conclusions:

  • Early collaboration with underrepresented populations in study design is key.
  • Tailoring CDE questions to specific populations can improve engagement.
  • Uncoupling CDEs from testing initiatives shows promise for increasing diversity in data collection.