The development of effective interventions for COVID-19 vaccination has proven challenging given the unique and evolving determinants of that behavior. A tailored intervention to drive vaccination uptake through machine learning-enabled personalization of behavior change messages unexpectedly yielded a high volume of real-time short message service (SMS) feedback from recipients. A qualitative analysis of those replies contributes to a better understanding of the barriers to COVID-19 vaccination and demographic variations in determinants, supporting design improvements for vaccination interventions. Objective: The purpose of this study was to examine unsolicited replies to a text message intervention for COVID-19 vaccination to understand the types of barriers experienced and any relationships between recipient demographics, intervention content, and reply type. Method: We categorized SMS replies into 22 overall themes. Interrater agreement was very good (all κpooled . 0.62). Chi-square analyses were used to understand demographic variations in reply types and which messaging types were most related to reply types. Results: In total, 10,948 people receiving intervention text messages sent 17,090 replies. Most frequent reply types were “already vaccinated” (31.1%), attempts to unsubscribe (25.4%), and “will not get vaccinated” (12.7%). Within “already vaccinated” and “will not get vaccinated” replies, significant differences were observed in the demographics of those replying against expected base rates, all p . .001. Of those stating they would not vaccinate, 34% of the replies involved mis-/disinformation, suggesting that a determinant of vaccination involves nonvalidated COVID-19 beliefs. Conclusions: Insights from unsolicited replies can enhance our ability to identify appropriate intervention techniques to influence COVID-19 vaccination behaviors.

This narrative review summarizes several health equity frameworks to help digital health practitioners conceptualize the equity dimensions of importance for their work, and then provides design approaches that accommodate an equity focus. Specifically, the Double Diamond Model, the IDEAS framework and toolkit, and community collaboration techniques such as participatory design are explored as mechanisms for practitioners to solicit input from members of underserved groups and better design digital health tools that serve their needs.

Video: https://www.youtube.com/watch?v=N_TOX9mjEtw

This highlights some really important things to consider in creating behavior change interventions - there isn't one “user journey“ - as Amy said many times, personalization will matter (and we can have a whole other conversation on what personalization means). There may be a “dose“ effect for some people where they need to accumulate a certain understanding before any message works and it is more about the dose than the personalization (or not) of the most proximal message.

Planned Parenthood sexual health chatbot

Our latest capability “Ask Viamo Anything” is providing access to the latest AI technology to the digitally disconnected – at no cost to them. It was built and will soon be offered on the Viamo Platform. Ask Viamo Anything works on simple mobile phones without internet access. And because of its use of voice technology, it can even be used by people with low literacy — leapfrogging text-based approaches and truly democratizing access.

Notifications are extremely beneficial to users, but they often demand their attention at inappropriate moments. In this paper we present an in-situ study of mobile interruptibility focusing on the effect of cognitive and physical factors on the response time and the disruption perceived from a notification. Through a mixed method of automated smartphone logging and experience sampling we collected 10372 in-thewild notifications and 474 questionnaire responses on notification perception from 20 users. We found that the response time and the perceived disruption from a notification can be influenced by its presentation, alert type, sender-recipient relationship as well as the type, completion level and complexity of the task in which the user is engaged. We found that even a notification that contains important or useful content can cause disruption. Finally, we observe the substantial role of the psychological traits of the individuals on the response time and the disruption perceived from a notification.

RChilli resume parser + Oracle HCM Cloud Profile Import Plugin simplifies the recruitment process through smart automation and streamlines hiring practices.

A resume parser extracts, analyzes, and organizes data from resumes to identify suitable candidates. This tool streamlines the recruitment process, minimizes errors, and saves time, thus enhancing recruiters' efficiency.

APIHUNT.io is a curated platform designed to simplify the process of discovering and understanding APIs for developers and enterprises involved in digital transformation and integration projects. It offers a collection of handpicked APIs categorized for various needs, along with community-driven insights, practical integration guides, and reviews. The goal of APIHUNT.io is to provide a comprehensive resource that makes API discovery more intuitive and efficient, thereby helping users save time and improve their projects. Additionally, APIHUNT.io fosters a community of professionals sharing their experiences and strategies, and features a weekly newsletter to keep users informed about the latest in API trends and technologies.

“pumponomics”: where the details were not as important as the emotion.

Create powerful digital health apps. Without code. Cogniss is a no-code ecosystem to develop sophisticated consumer and patient-facing digital health solutions (native iOS, native Android & Web) – digital therapeutics, real-world evidence tools, research apps & more.

An interactive tool to help you take a behaviourally informed approach when designing your communications

Now though, venturing into the world of AI-assisted transmedia storytelling, we are presented with what could be an exciting opportunity to overcome challenges such as the ones above and perhaps finally see the emergence of “true” transmedia storytelling. Looking at the rapid advancements in AI over the past year and months (and weeks and days!) it quickly becomes clear that these technologies are offering creators a wealth of opportunities to push the boundaries of narrative experiences.

The theme of the 2023 annual virtual CHASM conference is “Health is Social: Leveraging the Metaverse to Improve Public Health.” A theme throughout the conference will be the role of social connectedness in health and ways we can leverage the metaverse to strengthen social ties, social support, and tilt social norms toward healthy choices, healthy lifestyles, and healthy communities. This conference will feature keynote speakers and panelists who are studying and innovating tools of the metaverse, including social media, virtual reality, and digital technologies to help us connect in ways that solve health problems.

See how I built a simple chat simulation in a few hours. I used Twine and the Trialogue story format to create a forced choice chat.

Since the mid-2010s, chatbots have grown in usage and popularity across the humanitarian sector. While this usage has gained traction, there is scarce information on the collective successes, risks, and trade-offs of this automation. This research addresses this gap, documenting chatbot deployments across the humanitarian sector and exploring the existing uses, benefits, trade-offs and challenges of using chatbots in humanitarian contexts. Related Resources

Etiquette by definition is about graceful relationships between different kinds of people. Good design is about designing calm relationships between technology and people. So we should expect our products to practice proper etiquette. As designers, we should create experiences with that etiquette in mind.

Unfortunately, that output can seem so plausible that without a clear indication of its synthetic origins, it becomes a noxious and insidious pollutant of our information ecosystem.

accessible best practices for social media content and digital communications

Step-by-step instructions to systematically review your product to find potential usability and experience problems. Download a free heuristic evaluation template.

Vaccines and other basic research history, good.