Background: With the increased popularity of mobile menstrual tracking apps and boosted Facebook posts, there is a unique opportunity to recruit research study participants from across the globe via these modalities to evaluate women's health. However, no studies to date have assessed the feasibility of using these recruitment sources for epidemiological research on ovulation and menstruation.
Objective: The objective of this study was to assess the feasibility of recruiting a diverse sample of women to an epidemiological study of ovulation and menstruation (OM) health (OM Global Health Study) using digital recruitment sources. The feasibility and diversity were assessed via click and participation rates, geographic location, BMI, smoking status, and other demographic information.
Methods: Participants were actively recruited via in-app messages using the menstrual tracking app Clue (BioWink GmbH) and a boosted Facebook post by DivaCup (Diva International Inc.). Other passive recruitment methods also took place throughout the recruitment period (eg, email communications, blogs, other social media). The proportion of participants who visited the study website after viewing and clicking the hypertext link (click rates) in the in-app messages and boosted Facebook post and the proportion of participants who completed the surveys per the number of completed consent and eligibility screeners (participation rates) were used to quantify the success of recruiting participants to the study website and study survey completion, respectively. Survey completion was defined as finishing the pregnancy and birth history section of the OM Global Health Study questionnaire.
Results: The recruitment period was from February 27, 2018, through January 24, 2020. In-app messages and the boosted Facebook post were seen by 104,000 and 21,400 people, respectively. Overall, 215 participants started the OM Global Health Study survey, of which 140 (65.1%), 39 (18.1%), and 36 (16.8%) participants were recruited via the app, the boosted Facebook post, and other passive recruitment methods, respectively. The click rate via the app was 18.9% (19,700 clicks/104,000 ad views) and 1.6% via the boosted Facebook post (340 clicks/21,400 ad views.) The overall participation rate was 44.6% (198/444), and the average participant age was 21.8 (SD 6.1) years. In terms of geographic and racial/ethnic diversity, 91 (44.2%) of the participants resided outside the United States and 147 (70.7%) identified as non-Hispanic White. In-app recruitment produced the most geographically diverse stream, with 44 (32.8%) of the 134 participants in Europe, 77 (57.5%) in North America, and 13 (9.8%) in other parts of the world. Both human error and nonhuman procedural breakdowns occurred during the recruitment process, including a computer programming error related to age eligibility and a hacking attempt by an internet bot.
Conclusions: In-app messages using the menstrual tracking app Clue were the most successful method for recruiting participants from many geographic regions and producing the greatest numbers of started and completed surveys. This study demonstrates the utility of digital recruitment to enroll participants from diverse geographic locations and provides some lessons to avoid technical recruitment errors in future digital recruitment strategies for epidemiological research.
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http://dx.doi.org/10.2196/39046 | DOI Listing |
Sci Rep
January 2025
Department of Computer Science, Sapienza University of Rome, Rome, Italy.
As virality has become increasingly central in shaping information sources' strategies, it raises concerns about its consequences for society, particularly when referring to the impact of viral news on the public discourse. Nonetheless, there has been little consideration of whether these viral events genuinely boost the attention received by the source. To address this gap, we analyze content timelines from over 1000 European news outlets from 2018 to 2023 on Facebook and YouTube, employing a Bayesian structural time series model to evaluate the impact of viral posts.
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December 2024
Nuffield Department of Primary Care Health Sciences ORCID iD: https://orcid.org/0000-0002-7791-8552.
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Methods: An analytic auto-ethnography was undertaken, utilising a peripheral membership approach for online communities used by paramedics on Facebook, Reddit and Twitter (now X).
Clin Med Insights Endocrinol Diabetes
October 2024
University of Toledo, Internal Medicine Department, OH, USA.
Objectives: Type 2 diabetes mellitus (T2DM) is a persistent metabolic illness causing elevated glucose levels due to insulin resistance. Social media has been found to positively impact diabetes management by boosting motivation, adherence, emotional support, and sharing evidence-based information, thereby enhancing patients' glycemic control efforts and achieving HbA1c targets. Primarily to examine the influence of social media within a random sample Iraqi population of T2DM patients on the control of diabetes, as measured by HbA1c levels.
View Article and Find Full Text PDFCureus
October 2024
Pharmaceutical Medicine, Bioluminux Clinical Research, Naperville, USA.
Introduction The global emergence of monkeypox has heightened public health concerns, particularly in regions with limited vaccine uptake. In Nigeria, understanding the factors influencing vaccination intentions is essential for developing effective public health strategies. Despite vaccine availability, hesitancy and varying degrees of acceptance persist, driven by factors such as self-efficacy, vaccine trust, and overall attitudes toward vaccination.
View Article and Find Full Text PDFPLoS One
October 2024
School of Information and Technology, Deakin University, Geelong Warun Ponds, Australia.
Through the advancement of the contemporary web and the rapid adoption of social media platforms such as YouTube, Twitter, and Facebook, for example, life has become much easier when dealing with certain highly personal problems. The far-reaching consequences of online harassment require immediate preventative steps to safeguard psychological wellness and scholarly achievement via detection at an earlier stage. This piece of writing aims to eliminate online harassment and create a criticism-free online environment.
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