Using Digital Data to Predict CHD

RECRUITING

I'm interested ...!!

This project seeks to identify and characterize features derived from digital data (e.g. social media, online search, mobile media) which are associated with coronary heart disease (CHD) and related risk factors, and develop models that use digital data and conventional predictive models to predict CHD risk and health care utilization.

Conditions:

🦠 Cardiovascular Diseases

🗓️ Study Start (Actual) 25 September 2020

🗓️ Primary Completion (Estimated) 30 May 2025

✅ Study Completion (Estimated) 1 June 2025

👥 Enrollment (Estimated) 1000

🔬 Study Type OBSERVATIONAL

📊 Phase N/A

Locations:

📍 Philadelphia, Pennsylvania, United States

📋 Eligibility Criteria

Description

Inclusion Criteria:

* 30 - 74 years of age
* Willing to sign informed consent
* Primarily English speaking (for language analysis)
* Has an account on any of the following digital data platforms (Facebook, Instagram, Twitter Reddit, Google (gmail), or smartphone or wearable device such as Apple Health, Fitbit, Samsung Health, MapMyFitness or Garmin) and willing to share data
* If has social media account, Instagram or Facebook, willing to share historical and prospective data (60 days) If has Google (gmail) account, willing to download and share google takeout zip file
* If has smartphone or wearable device, willing to share step data
* Willing to share access to medical health records
* Willing to share healthcare insurance information

Exclusion Criteria:

* Patient does not meet age inclusion criteria above
* Does not use and post on digital data sources we are studying or unwilling to donate data
* Patient is in severe distress, e.g. respiratory, physical, or emotional distress
* Patient is intoxicated, unconscious, or unable to appropriately respond to questions

Ages Eligible for Study: 30 Years to 74 Years (ADULT, OLDER_ADULT)

Sexes Eligible for Study: ALL

Accepts Healthy Volunteers: Yes

🗓️ Study Record Dates

These dates track the progress of study record and summary results submissions to ClinicalTrials.gov. Study records and reported results are reviewed by the National Library of Medicine (NLM) to make sure they meet specific quality control standards before being posted on the public website.

Study Registration Dates

First Submitted 28 September 2020
First Submitted that Met QC Criteria 28 September 2020
First Posted 5 October 2020

Study Record Updates

Last Update Submitted that Met QC Criteria 1 July 2024
Last Update Posted 3 July 2024
Last Verified July 2024