The framework unifies several streams of research into one framework that considers various forms of context, technological features, and individual actors. 10 The recent work of Greenhalgh et al 11 is particularly notable they conducted a synthesis of existing conceptual resources that produced the nonadoption, abandonment, scale-up, spread, and sustainability (NASSS) framework to help predict and evaluate the success of technology-supported programs in health care. There are numerous other framings to be considered that build on seminal work in technology adoption 9 and diffusion of innovations.

How does an organizational capabilities perspective complement other frameworks? The purpose of this perspective is to advocate for the use of an organizational capabilities perspective to frame the resourcing of responsible AI in healthcare by managers, regulators, researchers, professional organizations, and other responsible institutions. AI-capable organizations are those with internal systems that function effectively with external infrastructures to ensure the safe, ethical, and effective use of AI-based tools. We assert that to achieve the promise of using AI-based tools to improve health, healthcare organizations will need to be AI-capable.

Rather, healthcare organizations must identify approaches to mitigate and prevent harm as AI technologies are implemented. 2–4 It would be naïve to expect that potentially transformative AI technologies will be scaled back or abandoned in response to these concerns. 1 These technologies hold great potential and are being implemented in health care, even as evidence is emerging of bias in their design, problems with implementation, and potential harm to patients. Journal of Youth and Adolescence, 51(8), 1483-1496.Artificial intelligence (AI) refers to computer science techniques that employ machine learning, probabilistic methods, fuzzy systems, expert systems, and evolutionary computing. Parental mediation and adolescents’ internet use: The moderating role of parenting style. Rules, role models or overall climate at home? relative associations of different family aspects with adolescents' problematic social media use. Protective Effects of Parental Monitoring of Children’s Media Use: A Prospective Study.

Gentile, D.A., Reimer, R.A., Nathanson, A.I., Walsh, D.A., Eisenmann, J.C. Computers in Human Behavior, 120, 106762. Tantrums, toddlers and technology: Temperament, media emotion regulation, and problematic media use in early childhood. Cyberpsychology, Behavior, and Social Networking, 318(1), 30-36. Moderating effects of the family environment for parental mediation and pathological internet use in youths.

Teach me by ra nelson