Social Media Interventions for Health Literacy

(SNI Trial)

Age: Any Age

Sex: Any

Trial Phase: Academic

Sponsor: University of California, Davis

Compensation: Varies

Number of Visits: Unknown

What You Need to Know Before You Apply

What is the purpose of this trial?

This trial aims to determine if artificial intelligence-powered social media can boost awareness about health issues, such as organ donation, among Californians. The study will employ digital tools, including digital sensors, to share health information via social media and will compare different methods to identify the most effective approach. Residents of California who use Facebook may be suitable candidates for this trial. Participants will be divided into groups to test the effectiveness of these social media interventions. As an unphased trial, this study offers a unique opportunity to contribute to innovative research that could enhance public health awareness.

Do I need to stop my current medications for this trial?

The trial information does not specify whether you need to stop taking your current medications.

What prior data suggests that this social network intervention is safe for increasing health literacy?

Research has shown that using social media and digital sensors to raise health awareness is generally safe. These tools primarily collect data and share information, avoiding medicine or medical procedures, which reduces the risk of side effects.

Social media and digital sensors track health trends and disseminate health messages. This approach helps increase awareness, such as understanding organ donation, particularly in minority communities. No reports of harm have emerged from using these digital tools for these purposes.

In summary, digital tools in health awareness campaigns are well-tolerated, with no known negative effects reported. This makes participation in such trials a low-risk way to contribute to public health improvement. ^{1 2 3 4 5}

Why are researchers excited about this trial?

Researchers are excited about the Social Media Interventions for Health Literacy trial because it explores an innovative way to boost public health awareness using digital sensors combined with social media. Unlike traditional methods that rely heavily on in-person education or printed materials, this approach leverages the power of digital platforms to reach a wider audience in real-time. The digital sensors can gather and analyze data quickly, enabling more personalized and targeted health messages. This could lead to more effective public health communication, potentially improving health literacy on a large scale. By tapping into social media's vast network, researchers hope to engage people in a more interactive and impactful way.

What evidence suggests that social network interventions using artificial intelligence and social media are effective for increasing health literacy?

Research has shown that social media and digital devices can significantly aid in spreading health information. In this trial, participants will join different arms to evaluate the effectiveness of these tools. Studies have found that these tools increase health knowledge and encourage healthier habits, leading to better health for individuals and communities. For instance, digital devices have predicted health patterns and improved outcomes in areas like heart health and COVID-19. Early results suggest these tools effectively raise awareness about health topics, such as organ donation, especially in minority communities. The combined use of digital devices and social media holds promise for enhancing health education and understanding. ^{6 7 8 9 10}

Are You a Good Fit for This Trial?

This trial is for California residents who use Facebook. It aims to improve health awareness through social media interventions, focusing on increasing knowledge about organ donation among minorities.

Inclusion Criteria

You are a resident of California.\n

You must have a Facebook account.

You must have a Facebook account.

Timeline for a Trial Participant

Screening

Participants are screened for eligibility to participate in the trial

2-4 weeks

Intervention

Digital educational materials about organ donation are exposed to online users in social media belonging to ZIP Codes assigned to the intervention arm

3 years

Follow-up

Participants are monitored for changes in organ donor registration and population awareness about health issues

3 years

What Are the Treatments Tested in This Trial?

Interventions

• Digital Sensors for Population Awareness about Health Issues using Social Media

Trial Overview The study tests if artificial intelligence combined with social network interventions on social media can boost public understanding of health issues. Participants will be randomly assigned to receive these digital sensor-based interventions or not.

How Is the Trial Designed?

Group I: Optimal Experimental Treatment 1 Intervention

Group II: Intervention Experimental Treatment 1 Intervention

Group III: Control Placebo Group 1 Intervention

Who Is Running the Clinical Trial?

University of California, Davis

Lead Sponsor

Trials

958

Recruited

4,816,000+

Published Research Related to This Trial

Health literacy is crucial for the effective design and use of mHealth applications, as many users struggle to understand health information provided by these tools, especially when they are unwell.

To improve health promotion outcomes, mHealth applications must be tailored to match the communication needs and literacy levels of diverse audiences, ensuring that messages are clear and actionable.

NCBI (Pubmed)

pubmed.ncbi.nlm.nih.gov

The Relevance of Health Literacy to mHealth. Kreps, GL.[2018]

Citations

1. pmc.ncbi.nlm.nih.gov pmc.ncbi.nlm.nih.gov/articles/PMC7092400/

Utilizing Digital Health Technologies for Patient Education ... Evidence about social media's impact on health knowledge, behavior, and outcomes shows these tools can be effective in meeting individual and population health ...

2. sequenex.com sequenex.com/wearable-sensor-data-in-population-health-management/

Population Health Management & Wearable Sensors The data gathered from these simple devices has been used to predict population health outcomes and trends for everything from COVID-19 to heart ...

3. nature.com nature.com/articles/s41746-020-00378-0

Clinical outcomes of digital sensor alerting systems in ... Digital alerts can considerably reduce hospitalisation and length of stay for certain cohorts in remote monitoring.

4. equityhealthj.biomedcentral.com equityhealthj.biomedcentral.com/articles/10.1186/s12939-024-02150-2

Associations between digital literacy, health literacy, and ... This study aims to investigate the relationship between digital literacy, health literacy, and the digital health behaviors of rural residents.

5. withpower.com withpower.com/trial/social-media-interventions-for-health-literacy-c53b2

Social Media Interventions for Health Literacy (SNI Trial) This suggests that using digital sensors and social media could effectively raise awareness about health issues and improve health literacy. Show more ...

6. pmc.ncbi.nlm.nih.gov pmc.ncbi.nlm.nih.gov/articles/PMC7959655/

Social media- and internet-based disease surveillance for ... This review addresses the use, promise, perils, and ethics of social media and internet-based data collection for public health surveillance.

7. scholarworks.indianapolis.iu.edu scholarworks.indianapolis.iu.edu/bitstreams/00bb30e5-9700-4645-b102-a3bcbfd70f21/download

Social Media Sensing Framework for Population Health The framework consists of an automated workflow designed to collect data from social media platforms, filter the data based on geographical criteria, and ...

8. sciencedirect.com sciencedirect.com/science/article/pii/S1532046420301283

Social media based surveillance systems for healthcare ... In this paper, we review the recent work, trends, and machine learning(ML) text classification approaches used by surveillance systems seeking social media ...

9. nature.com nature.com/articles/s41599-024-03589-y

Leveraging social media data for pandemic detection and ... Governments and healthcare institutions are increasingly recognizing the value of leveraging social media data to address disease outbreaks.

10. pmc.ncbi.nlm.nih.gov pmc.ncbi.nlm.nih.gov/articles/PMC11448216/

Harnessing digital footprint data for population health We discuss the benefits and obstacles for these stakeholder groups in using digital footprint data for research in the UK.