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Table 1 Nisbet's [19] framing typology

From: Reporting of screening and diagnostic AI rarely acknowledges ethical, legal, and social implications: a mass media frame analysis

Nisbet frame

Nisbet’s description of this framea

Social progress

“A means of improving quality of life or solving problems; alternative interpretation as a way to be in harmony with nature instead of mastering it”

Economic development

“An economic investment; market benefit or risk; or a point of local, national, or global competitiveness”

Conflict and strategy

“A game among elites, such as who is winning or losing the debate; or a battle of personalities or groups (usually a journalist-driven interpretation)”

Morality and Ethics

“A matter of right or wrong; or of respect or disrespect for limits, thresholds, or boundaries”

Scientific and technical uncertainty

“A matter of expert understanding or consensus; a debate over what is known versus unknown; or peer-reviewed, confirmed knowledge versus hype or alarmism”

Pandora’s box/Frankenstein’s monster/runaway science

“A need for precaution or action in face of possible catastrophe and out-of-control consequences; or alternatively as fatalism, where there is no way to avoid the consequences or chosen path”

public accountability and governance

“Research or policy either in the public interest or serving special interests, emphasizing issues of control, transparency, participation, responsiveness, or ownership; or debate over proper use of science and expertise in decision-making (“politicization”)”

Middle way

“A third way between conflicting or polarized views or options”

  1. aThese frames and descriptions are taken directly from Nisbet [19]