Evidence map›Paper›PMID 42824081›Full record

ArticleFrontiers in public health2026

Generation Z usage of Instagram for TV: investigating media consumption, user interaction patterns, and mental health outcomes.

Mohammed Habes, Khadija Farhan Alhumaid, Ali Al Hadeed, Razaz Waheeb Attar, Kevin Ayoubi

Abstract read
In one paragraph

Article in Frontiers in public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Mohammed HabesFaculty of Mass Communication, Radio & TV Department, Yarmouk University, Irbid, Jordan.
Khadija Farhan AlhumaidRabdan Academy, Abu Dhabi, United Arab Emirates.
Ali Al HadeedPublic Relations and Advertising Department, Faculty of Mass Communication, Yarmouk University, Irbid, Jordan.
Razaz Waheeb AttarManagement Department, College of Business Administration, Princess Nourah Bint Abdulrahman University, Riyadh, Saudi Arabia.
Kevin AyoubiHead of General Education Department, Sharjah Maritime Academy, Khor Fakkan, United Arab Emirates.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: The fast development of social media platforms has changed the way Generation Z communicates, sharing information and consuming digital material. One of such innovations is Instagram Reels, a popular short and long video-sharing functionality that helps with communication, knowledge exchange, and content usage. The feature was first introduced as Instagram TV (IGTV) in 2018 and subsequently integrated into Instagram Reels during the 2022 product consolidation of Instagram, however, the user behaviors underlying this topic, including video content consumption, creator engagement, and trust building, are still the center of the existing video ecosystem on the platform. Although the use of video-based content on Instagram is becoming increasingly popular, scarce studies have considered which factors affect its use and the consequences of this usage on the mental health and psychological wellbeing of users. Objective: The paper examines the predictors of Instagram Reels use and the connection between Instagram Reels and mental health outcomes in Generation Z users. Based on Social Influence Theory, Expectation Confirmation Theory and the Technology Acceptance Model (TAM), a conceptual framework was created with consideration of Social Influence, Expectation Confirmation, Behavioral Intention, Idea Sharing, Building trust, Instagram Reels Usage, and Mental Health Outcomes. Methods: The quantitative research design was used and a survey with 422 Generation Z users in Jordan was carried out using a structured questionnaire. Partial Least Squares Structural Equation Modeling (PLS-SEM) and Artificial Neural Network (ANN) were the methods that were used to analyze the data. Results: The results showed that, Social Influence and Expectation Confirmation play significant roles in Idea Sharing and Building Trust which consequently leads to the increased use of Instagram Reels. Behavioral Intention was cited and found to predict the relationship between Idea Sharing, Trust Building and platform engagement. Moreover, the Usage of Instagram Reels was also revealed to have a substantial impact on Mental Health Outcomes, with both positive and negative wellbeing indicators demonstrating varying effects. The Importance-Performance Map Analysis (IPMA) has determined Idea Sharing to be the most significant driver of Instagram Reels Usage, then Social Influence and Expectation Confirmation. Conclusion: The paper finds that interactive features and perceived benefits of social media platform have a pivotal role in determining users engagement and psychological experiences. The results add to the body of literature on social media adoption and digital wellbeing and offer some practical implications to educators, policymakers, and platform developers interested in creating healthier digital spaces in which Generation Z users can operate.

Indexed as

Mental HealthSocial MediaTelevisionDigital MediaHumansMedia Exposurebuilding trustdigital impact on mental healthdigital wellbeingGeneration ZInstagram reelsknowledge sharing

Identifiers

PMID42824081
PMCPMC13626996

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.