ArticleJMIR mental health2018
Youth Mental Health Services Utilization Rates After a Large-Scale Social Media Campaign: Population-Based Interrupted Time-Series Analysis.
Article in JMIR mental health, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 30 papers, 8 of them syntheses that pooled it.
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Who cites it
30 citing papers in PubMed, 8 syntheses or guidelines pooled it, 76 citations in OpenAlex.
- Screening instruments for antenatal and postpartum mental health disorders in migrant women: a systematic review.Archives of women's mental health · 2025Pooled it
- A Systematic Review of the Impacts of Media Mental Health Awareness Campaigns on Young People.Health promotion practice · 2024Pooled it
- The impact of media-based mental health campaigns on male help-seeking: a systematic review.Health promotion international · 2024Pooled it
- Contextual determinants associated with children's and adolescents' mental health care utilization: a systematic review.European child & adolescent psychiatry · 2024Pooled it
- A Model of Social Media Effects in Public Health Communication Campaigns: Systematic Review.Journal of medical Internet research · 2023Pooled it
- Are social networks effective in promoting healthy behaviors? A systematic review of evaluations of public health campaigns broadcast on Twitter.Frontiers in public health · 2022Pooled it
- Behavioural interventions delivered through interactive social media for health behaviour change, health outcomes, and health equity in the adult population.The Cochrane database of systematic reviews · 2021Pooled it
- The experience of loneliness among young people with depression: a qualitative meta-synthesis of the literature.BMC psychiatry · 2020Pooled it
- The Effectiveness of Social Media Campaigns in Improving Knowledge and Attitudes Toward Mental Health and Help-Seeking in High-Income Countries: Scoping Review.Journal of medical Internet research · 2025Article
- Evaluation of a Digital Media Campaign to Promote Knowledge and Awareness of the GPFirst Program for Nonurgent Conditions: Repeated Survey Study.JMIR public health and surveillance · 2025Article
- Using Social Media Platforms to Raise Health Awareness and Increase Health Education in Pakistan: Structural Equation Modeling Analysis and Questionnaire Study.JMIR human factors · 2025Article
- Youth mental health care use during the COVID-19 pandemic in Alberta, Canada: an interrupted time series, population-based study.Child and adolescent psychiatry and mental health · 2024Article
- Using responsive feedback from routine monitoring data to guide course corrections for a family planning intervention in Nigeria.Gates open research · 2023Article
- Global Health Strategies in the Face of the COVID-19 Pandemic and Other Unprecedented Threats.Journal of Korean medical science · 2022Review
- Exploring Empathy and Compassion Using Digital Narratives (the Learning to Care Project): Protocol for a Multiphase Mixed Methods Study.JMIR research protocols · 2022Article
- Mediterranean Diet Social Network Impact along 11 Years in the Major US Media Outlets: Thematic and Quantitative Analysis Using Twitter.International journal of environmental research and public health · 2022Article
- Mental Health Help-Seeking in Parents and Trajectories of Depressive and Anxiety Symptoms: Lessons Learned From the Ontario Parent Survey During the COVID-19 Pandemic.Frontiers in psychology · 2022Article
- Behavior Change Around an Online Health Awareness Campaign: A Causal Impact Study.Frontiers in public health · 2022Article
- The Application of the Principles of Responsible AI on Social Media Marketing for Digital Health.Information systems frontiers : a journal of research and innovation · 2021Article
- Physical distancing messages targeting youth on the social media accounts of Canadian public health entities and the use of behavioral change techniques.BMC public health · 2021Article
Corrections and comments
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Authors and funding
5 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundDespite the uptake of mass media campaigns, their overall impact remains unclear. Since 2011, a Canadian telecommunications company has operated an annual, large-scale mental health advocacy campaign (Bell Let's Talk) focused on mental health awareness and stigma reduction. In February 2012, the campaign began to explicitly leverage the social media platform Twitter and incented participation from the public by promising donations of Can $0.05 for each interaction with a campaign-specific username (@Bell_LetsTalk).
objectiveThe intent of the study was to examine the impact of this 2012 campaign on youth outpatient mental health services in the province of Ontario, Canada.
methodsMonthly outpatient mental health visits (primary health care and psychiatric services) were obtained for the Ontario youth aged 10 to 24 years (approximately 5.66 million visits) from January 1, 2006 to December 31, 2015. Interrupted time series, autoregressive integrated moving average modeling was implemented to evaluate the impact of the campaign on rates of monthly outpatient mental health visits. A lagged intervention date of April 1, 2012 was selected to account for the delay required for a patient to schedule and attend a mental health-related physician visit.
resultsThe inclusion of Twitter into the 2012 Bell Let's Talk campaign was temporally associated with an increase in outpatient mental health utilization for both males and females. Within primary health care environments, female adolescents aged 10 to 17 years experienced a monthly increase in the mental health visit rate from 10.2/1000 in April 2006 to 14.1/1000 in April 2015 (slope change of 0.094 following campaign, P<.001), whereas males of the same age cohort experienced a monthly increase from 9.7/1000 to 9.8/1000 (slope change of 0.052 following campaign, P<.001). Outpatient psychiatric services visit rates also increased for both male and female adolescents aged 10 to 17 years post campaign (slope change of 0.005, P=.02; slope change of 0.003, P=.005, respectively). For young adults aged 18 to 24 years, females who used primary health care experienced the most significant increases in mental health visit rates from 26.5/1000 in April 2006 to 29.2/1000 in April 2015 (slope change of 0.17 following campaign, P<.001).
conclusionsThe 2012 Bell Let's Talk campaign was temporally associated with an increase in the rate of mental health visits among Ontarian youth. Furthermore, there appears to be an upward trend of youth mental health utilization in the province of Ontario, especially noticeable in females who accessed primary health care services.
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