e.g. mhealth
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Skip search results from other journals and go to results- 7 Journal of Medical Internet Research
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Evaluating Artificial Intelligence in Clinical Settings—Let Us Not Reinvent the Wheel
As such, theory-informed evaluation frameworks can enable learning from experience, thus guiding developers, implementers, and evaluators through development, implementation, and optimization [9]. Ideally, the real-world experience gathered during this process is then used also to inform the refinement of evaluation frameworks.
J Med Internet Res 2024;26:e46407
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A Typology of Social Media Use by Human Service Nonprofits: Mixed Methods Study
theory
J Med Internet Res 2024;26:e51698
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Assessing Facilitator Fidelity to Principles of Public Deliberation: Tutorial
theory
JMIR Form Res 2023;7:e51202
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Indeed, the use, particularly extensive use, of theory and multiple behavior change techniques (BCTs) in internet- and m Health-based interventions was associated with significant levels of effectiveness [13,14]. However, contrary to this guidance, evidence has shown that the use of theory was either not mentioned or not explicitly discussed regarding how it was applied to drive the design and development of mobile apps, particularly apps for people with cancer [14,15].
JMIR Cancer 2023;9:e49471
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Chatbots to Improve Sexual and Reproductive Health: Realist Synthesis
An example of a theory that is implicit in many chatbot interventions may be, “users value the anonymity offered by chatbots.” These theories set out how and why the designers anticipate their intervention will work. In a realist review, this understanding is captured via an initial program theory that summarizes these assumptions. The assumptions are then tested to understand the evidence that underpins the theory and to develop and modify it in response.
J Med Internet Res 2023;25:e46761
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In addition, theory can evolve over time, being revised as newly discovered scientific findings emerge to better reflect the phenomena in question [34,35]. Finally, theory provides common conceptual ground, promoting collaboration among researchers and institutions and across disciplines [36].
JMIR Cancer 2023;9:e41740
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The theory of reasoned action (TRA) [46] and health belief model (HBM) [47] were used to guide intervention development. According to the TRA, child HPV vaccination would more likely occur if a parent has high or positive intentions. Parental intentions are influenced by their attitudes toward the vaccine and their social normative perceptions of their child being vaccinated.
JMIR Form Res 2023;7:e43041
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Using theory helps us to identify behavioral determinants of behavior that are relevant to the target by means of an intervention to effectively change behavior. Besides, it enables us to determine which behavior change techniques (BCTs) are most likely to bring about change [58,59]. Including behavior change theory is key as interventions have shown to be more effective when they are theory based [46,60-63].
JMIR Hum Factors 2023;10:e40017
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Developing culturally appropriate, theory-based messages that can be used in communication and behavioral interventions may address concerns about COVID-19 vaccination among African Americans. Because social marketing campaigns have been effective in changing knowledge, attitudes, intentions, and behavior at the community level [33-35], they can disseminate theory-based, culturally appropriate messages and potentially increase COVID-19 vaccination acceptability and uptake.
JMIR Form Res 2022;6(7):e38781
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The application of methods and tools for collecting and analyzing intensive longitudinal data (ILD) may enable better research on factors influencing reflective and reactive processes, and thus support new theory and intervention development. ILD are collected from real-world settings in temporally dense micro time scales (eg, seconds, minutes, hours). Improved miniaturization, capability, affordability, and pervasiveness of mobile and wearable devices in recent years have enabled the capture of ILD.
JMIR Res Protoc 2022;11(7):e36666
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