* . *
  • About
  • Advertise
  • Privacy & Policy
  • Contact
Monday, June 2, 2025
Earth-News
  • Home
  • Business
  • Entertainment
    Rising stars: Young classical musicians surging on social media – Yahoo

    Meet the Next Generation of Classical Music Sensations Making Waves on Social Media!

    Devin Harjes Dies: ‘Manifest’ & ‘Boardwalk Empire’ Actor Was 41 – WyomingNews.com

    Tragic Loss: Devin Harjes, Star of ‘Manifest’ and ‘Boardwalk Empire,’ Passes Away at 41

    Why Starz Entertainment Stock Soared Today – The Motley Fool

    Unpacking the Surge: What Fueled Starz Entertainment’s Stock Explosion Today!

    Unveiling the Enigmatic: First Looks at Destruction and Puck in ‘The Sandman

    Jackie Chan Reveals This Family Member ‘Never Watched’ The Whole Of Any Of His Movies – Yahoo

    Jackie Chan Reveals This Family Member ‘Never Watched’ The Whole Of Any Of His Movies – Yahoo

    Mavs CEO holds firm on new arena, entertainment district in Dallas – Dallas News

    Mavs CEO Stands Strong on Vision for New Arena and Entertainment District in Dallas

  • General
  • Health
  • News

    Cracking the Code: Why China’s Economic Challenges Aren’t Shaking Markets, Unlike America’s” – Bloomberg

    Trump’s Narrow Window to Spread the Truth About Harris

    Trump’s Narrow Window to Spread the Truth About Harris

    Israel-Gaza war live updates: Hamas leader Ismail Haniyeh assassinated in Iran, group says

    Israel-Gaza war live updates: Hamas leader Ismail Haniyeh assassinated in Iran, group says

    PAP Boss to Niger Delta Youths, Stay Away from the Protest

    PAP Boss to Niger Delta Youths, Stay Away from the Protest

    Court Restricts Protests In Lagos To Freedom, Peace Park

    Court Restricts Protests In Lagos To Freedom, Peace Park

    Fans React to Jazz Jennings’ Inspiring Weight Loss Journey

    Fans React to Jazz Jennings’ Inspiring Weight Loss Journey

    Trending Tags

    • Trump Inauguration
    • United Stated
    • White House
    • Market Stories
    • Election Results
  • Science
  • Sports
  • Technology
    ROLAND’S NEW WIRELESS TRIGGER TECHNOLOGY, PORTER & DAVIES ON TOUR, NEW 64 AUDIO ASPIRE UNIVERSAL IEM MODELS, WAVES FREE PLUGIN PACK – Modern Drummer Magazine

    ROLAND’S NEW WIRELESS TRIGGER TECHNOLOGY, PORTER & DAVIES ON TOUR, NEW 64 AUDIO ASPIRE UNIVERSAL IEM MODELS, WAVES FREE PLUGIN PACK – Modern Drummer Magazine

    This giant microwave may change the future of war – MIT Technology Review

    Revolutionizing Warfare: The Impact of a Game-Changing Giant Microwave

    Bajeed Pattan Joins Forbes Technology Council as Innovation Leader – PRWeb

    Bajeed Pattan Takes the Helm as Innovation Leader at Forbes Technology Council!

    Lafayette Regional Technology Council – Tech Leadership That’s Homegrown and Future-Focused – Discover Lafayette

    Lafayette Regional Technology Council – Tech Leadership That’s Homegrown and Future-Focused – Discover Lafayette

    Drone technology demo in Cambria County showcases future of lifesaving medical deliveries – local21news.com

    Revolutionizing Healthcare: Drone Technology Takes Flight for Lifesaving Medical Deliveries in Cambria County

    Revolutionary Harvesting Technology Promises to Slash CAR-T Manufacturing Costs!

    Trending Tags

    • Nintendo Switch
    • CES 2017
    • Playstation 4 Pro
    • Mark Zuckerberg
No Result
View All Result
  • Home
  • Business
  • Entertainment
    Rising stars: Young classical musicians surging on social media – Yahoo

    Meet the Next Generation of Classical Music Sensations Making Waves on Social Media!

    Devin Harjes Dies: ‘Manifest’ & ‘Boardwalk Empire’ Actor Was 41 – WyomingNews.com

    Tragic Loss: Devin Harjes, Star of ‘Manifest’ and ‘Boardwalk Empire,’ Passes Away at 41

    Why Starz Entertainment Stock Soared Today – The Motley Fool

    Unpacking the Surge: What Fueled Starz Entertainment’s Stock Explosion Today!

    Unveiling the Enigmatic: First Looks at Destruction and Puck in ‘The Sandman

    Jackie Chan Reveals This Family Member ‘Never Watched’ The Whole Of Any Of His Movies – Yahoo

    Jackie Chan Reveals This Family Member ‘Never Watched’ The Whole Of Any Of His Movies – Yahoo

    Mavs CEO holds firm on new arena, entertainment district in Dallas – Dallas News

    Mavs CEO Stands Strong on Vision for New Arena and Entertainment District in Dallas

  • General
  • Health
  • News

    Cracking the Code: Why China’s Economic Challenges Aren’t Shaking Markets, Unlike America’s” – Bloomberg

    Trump’s Narrow Window to Spread the Truth About Harris

    Trump’s Narrow Window to Spread the Truth About Harris

    Israel-Gaza war live updates: Hamas leader Ismail Haniyeh assassinated in Iran, group says

    Israel-Gaza war live updates: Hamas leader Ismail Haniyeh assassinated in Iran, group says

    PAP Boss to Niger Delta Youths, Stay Away from the Protest

    PAP Boss to Niger Delta Youths, Stay Away from the Protest

    Court Restricts Protests In Lagos To Freedom, Peace Park

    Court Restricts Protests In Lagos To Freedom, Peace Park

    Fans React to Jazz Jennings’ Inspiring Weight Loss Journey

    Fans React to Jazz Jennings’ Inspiring Weight Loss Journey

    Trending Tags

    • Trump Inauguration
    • United Stated
    • White House
    • Market Stories
    • Election Results
  • Science
  • Sports
  • Technology
    ROLAND’S NEW WIRELESS TRIGGER TECHNOLOGY, PORTER & DAVIES ON TOUR, NEW 64 AUDIO ASPIRE UNIVERSAL IEM MODELS, WAVES FREE PLUGIN PACK – Modern Drummer Magazine

    ROLAND’S NEW WIRELESS TRIGGER TECHNOLOGY, PORTER & DAVIES ON TOUR, NEW 64 AUDIO ASPIRE UNIVERSAL IEM MODELS, WAVES FREE PLUGIN PACK – Modern Drummer Magazine

    This giant microwave may change the future of war – MIT Technology Review

    Revolutionizing Warfare: The Impact of a Game-Changing Giant Microwave

    Bajeed Pattan Joins Forbes Technology Council as Innovation Leader – PRWeb

    Bajeed Pattan Takes the Helm as Innovation Leader at Forbes Technology Council!

    Lafayette Regional Technology Council – Tech Leadership That’s Homegrown and Future-Focused – Discover Lafayette

    Lafayette Regional Technology Council – Tech Leadership That’s Homegrown and Future-Focused – Discover Lafayette

    Drone technology demo in Cambria County showcases future of lifesaving medical deliveries – local21news.com

    Revolutionizing Healthcare: Drone Technology Takes Flight for Lifesaving Medical Deliveries in Cambria County

    Revolutionary Harvesting Technology Promises to Slash CAR-T Manufacturing Costs!

    Trending Tags

    • Nintendo Switch
    • CES 2017
    • Playstation 4 Pro
    • Mark Zuckerberg
No Result
View All Result
Earth-News
No Result
View All Result
Home Health

Study uses powerful new ‘digital cohort’ method to understand vaping epidemic

June 19, 2024
in Health
Study uses powerful new ‘digital cohort’ method to understand vaping epidemic
Share on FacebookShare on Twitter

Study uses powerful new 'digital cohort' method to understand vaping epidemic

A study led by John W. Ayers, Ph.D., of the Qualcomm Institute at UC San Diego used a “digital cohort” method to understand vaping behaviors. Among the concepts revealed by following individual cohort members are vaping initiation; product hacking; signs of addiction; responses to peers who support or discourage vaping; adverse health effects from vaping; and cessation intentions, attempts, and resolutions. Credit: Qualcomm Institute, UC San Diego

Tapping into the vast amount of data now available on social media, a new study from scientists at the University of California San Diego introduces a powerful new approach to understanding the nation’s health, in this case the vaping epidemic.

The study, published in the American Journal of Preventive Medicine on June 19, was led by John W. Ayers, Ph.D., from the Qualcomm Institute within UC San Diego.

“Researchers studying social media have tended to analyze the frequency and content of posts,” said Ayers, who is deputy director of informatics at the Altman Clinical and Translational Research Institute, vice chief of innovation in the Division of Infectious Disease and Global Public Health at UC San Diego School of Medicine, in addition to Qualcomm Institute scientist.

“While this can highlight trends and patterns, a longitudinal study that follows a group of the same individuals over time—a cohort—is considered the gold standard of observational scientific evidence. We have introduced a way to create a ‘digital cohort’—a 21st century evolution of this important technique—to study e-cigarette vaping behavior, including how long it typically takes to show signs of addiction, experience adverse effects and try to quit.”

“Cohort studies have been the backbone of medical knowledge,” said Davey Smith, M.D., chief of the Division of Infectious Disease and Global Public Health and professor in the UC San Diego School of Medicine, co-director of the Altman Clinical and Translational Research Institute at UC San Diego, and study co-author. “Despite their value, cohort studies are incredibly resource-intensive and time-consuming to conduct. With our digital cohort approach, we can study populations at an unprecedented scale by leveraging the wealth of data people are organically sharing on social media platforms.”

In fact, Ayers notes, the current study could be considered the largest cohort study in medical history.

Applying the digital cohort method to vaping

As a case study for the new approach, the researchers used their digital cohort approach to study e-cigarette vaping behaviors. From over 19 million vaping-related tweets, they identified 25,112 X (formerly Twitter) accounts that mentioned vaping in at least 10 posts, creating a digital cohort with a combined 43.8 million person-days of observation.

Among the concepts revealed in following individual cohort members are vaping initiation; product hacking; signs of addiction; responses to peers who support or discourage vaping; adverse health effects from vaping; and cessation intentions, attempts, and resolutions.

To leverage this data for scientific insights, the research team analyzed an aggregated sample of data. Among randomly sampled accounts belonging to people who vaped, the researchers found that 27% reported making an attempt to quit during the study period. Of all first quit attempts, 26% were successful. Among those with a failed first attempt, 13% went on to make an additional quit attempt, with a 36% success rate. On average, people made their first quit attempt 531 days after their earliest vaping post. If that attempt failed, a second attempt typically came 361 days later.

“These findings give us a lens into the vaping cessation journey that has been difficult to obtain through traditional research methods,” added Ayers. “By tapping into the real words and experiences of people who vape, this approach can guide more timely and effective public health interventions.”

Building the next digital cohort

The vaping study represents just the first application of this digital cohort approach. The research team plans to rapidly expand by creating digital cohorts around other critical health issues in collaboration with decision makers.

“Given recent declines in life expectancy and general worsening of our population’s health, now is a critical time to increase the amount and timeliness of data guiding public health decision-making,” added Smith. “Our digital cohort method can help make medicine and public health more data-driven, responsive and, hopefully, more effective.”

The power of digital cohorts lies in their ability to rapidly study any health topic discussed on social media platforms.

“Digital cohorts can be applied to many diseases, conditions, behaviors or outcomes, if they are mentioned publicly online,” said Michael Hogarth, M.D., study co-author, professor in the Division of Biomedical Informatics and co-director of the Altman Clinical and Translational Research Institute at UC San Diego. “In the process, we are able to reflect patients’ lived experience.”

The team emphasized the democratizing potential of this approach. “Our current health care research priorities have been tied to legacy data collection processes that can take months, and sometimes years, to complete,” concluded Mark Dredze, Ph.D., the John C Malone Professor of Computer Science at Johns Hopkins University and study co-author. “Our approach presents an alternative in which scientists can apply proven epidemiological methods in this new digital realm. This allows us to rapidly identify and characterize emerging health issues in a data-informed manner.”

In addition to Ayers, Smith, Dredze and Hogarth, authors of the study include Adam Poliak, Ph.D., an assistant professor of computer science at Bryn Mawr College; Nikolas R. Beros, a student research intern at UC San Diego’s Qualcomm Institute; and Michael Paul, Ph.D., a consultant for the UC San Diego’s Qualcomm Institute.

More information:
“A Digital Cohort Approach for Social Media Monitoring: A Cohort Study of People Who Vape E-Cigarettes”, American Journal of Preventive Medicine (2024). DOI: 10.1016/j.amepre.2024.01.016

Citation:
Study uses powerful new ‘digital cohort’ method to understand vaping epidemic (2024, June 19)
retrieved 19 June 2024
from https://medicalxpress.com/news/2024-06-powerful-digital-cohort-method-vaping.html

This document is subject to copyright. Apart from any fair dealing for the purpose of private study or research, no
part may be reproduced without the written permission. The content is provided for information purposes only.

>>> Read full article>>>
Copyright for syndicated content belongs to the linked Source : Medical Xpress – https://medicalxpress.com/news/2024-06-powerful-digital-cohort-method-vaping.html

Tags: healthPowerfulstudy
Previous Post

Women who experience depression during pregnancy or after birth found to have higher risk of cardiovascular disease

Next Post

New Pneumococcal Vaccine Approved

Economy Shrank Less Than Previously Thought in First Quarter – Investopedia

Economy Shrank Less Than Previously Thought in First Quarter – Investopedia

June 2, 2025
Rising stars: Young classical musicians surging on social media – Yahoo

Meet the Next Generation of Classical Music Sensations Making Waves on Social Media!

June 2, 2025
Medicaid work rules could leave a million Californians with no health insurance – CalMatters

California’s Medicaid Work Rules: A Million Residents at Risk of Losing Health Coverage!

June 2, 2025
Texas Democrat Beto O’Rourke returns to Houston area for another town hall – Houston Public Media

Beto O’Rourke Makes a Comeback: Join Him for an Engaging Town Hall in Houston!

June 2, 2025
In Indore, Alstom’s advanced metro train and CBTC signalling technology transform urban mobility as revenue service commences – Alstom

Revolutionizing Urban Mobility: Alstom Launches Advanced Metro Train and Cutting-Edge Signalling Technology in Indore

June 2, 2025
NFLPA says it’s not “actively preparing” for European division – NBC Sports

NFLPA Clarifies: No Plans for an NFL European Division Just Yet!

June 2, 2025
Conservation | Definition, Ecology, Examples, & Facts – Britannica

Unlocking the Secrets of Conservation: Understanding Ecology, Real-World Examples, and Fascinating Facts

June 2, 2025
Invisible radiation leaking from private satellite ‘megaconstellations’ could ruin radio astronomy forever, experts warn – Live Science

Invisible radiation leaking from private satellite ‘megaconstellations’ could ruin radio astronomy forever, experts warn – Live Science

June 2, 2025
Why a science-based climate policy helps business leaders – The World Economic Forum

Unlocking Success: How Science-Based Climate Policies Empower Business Leaders

June 2, 2025
Exercise boosts survival rates in colon cancer patients, study shows – The Lufkin Daily News

How Exercise Can Significantly Improve Survival Rates for Colon Cancer Patients

June 2, 2025

Categories

Archives

June 2025
MTWTFSS
 1
2345678
9101112131415
16171819202122
23242526272829
30 
« May    
Earth-News.info

The Earth News is an independent English-language daily published Website from all around the World News

Browse by Category

  • Business (20,132)
  • Ecology (658)
  • Economy (673)
  • Entertainment (21,580)
  • General (15,256)
  • Health (9,716)
  • Lifestyle (675)
  • News (22,149)
  • People (674)
  • Politics (682)
  • Science (15,893)
  • Sports (21,178)
  • Technology (15,660)
  • World (660)

Recent News

Economy Shrank Less Than Previously Thought in First Quarter – Investopedia

Economy Shrank Less Than Previously Thought in First Quarter – Investopedia

June 2, 2025
Rising stars: Young classical musicians surging on social media – Yahoo

Meet the Next Generation of Classical Music Sensations Making Waves on Social Media!

June 2, 2025
  • About
  • Advertise
  • Privacy & Policy
  • Contact

© 2023 earth-news.info

No Result
View All Result

© 2023 earth-news.info

No Result
View All Result

© 2023 earth-news.info

Go to mobile version