Uptake of translation tools in care settings is governed by time, cost, and institutional policy rather than by translation quality

Narrative synthesis #

Across six papers, non-use of translation tools is attributed to time, cost, and institutional policy — not to output quality: the top reason staff skipped an app was an available family member (66.6%), nurses were discouraged from booking interpreters on time/cost grounds, cost was the most frequent barrier to translating public-health materials, and translation ran as an intermittent ad hoc job without guidelines, with urgency itself lowering documented concordance. Where the Turner program is the source, note it is one research program rather than independent replication.

A governance contradiction runs underneath, and no existing claim states it: every institutional policy that mentions machine translation forbids using it alone as inaccurate and unsafe (Davis), while staff report already using consumer translation apps on personal devices (Panayiotou) — sanctioned practice and actual practice have diverged. This is the strongest candidate for a separate ninth claim if the maintainer wants it broken out. Merge candidates (proposal only — do not touch): C-0203ClaimC-0203Initial AI draftCost is the leading barrier to producing translated public-health materials for LEP populationsCost is the most frequently cited barrier that limits whether public-health agencies translate health-promotion materials for limited-English-proficiency populations, constraining the number of languages served and the q…, C-0204ClaimC-0204Initial AI draftPublic-health translation is under-resourced and performed as an intermittent add-on rather than a scheduled functionTranslation of health-promotion materials in public-health agencies is under-resourced and treated as an intermittent, ad hoc add-on task performed on top of staff members' primary duties rather than a scheduled, dedicat…, C-0205ClaimC-0205Initial AI draftPublic-health agencies lack standardized policies and clear guidelines governing when and what to translatePublic-health agencies lack standardized policies and clear guidelines governing when, what, and for whom to translate, and this absence of guidance is itself a barrier that can prevent translations from being produced a…, C-0206ClaimC-0206Initial AI draftPublic-health professionals perceive publicly available machine translation as too low-quality to use unsupervised for health materialsPublic-health professionals perceive publicly available machine translation as too low-quality to use unsupervised for health materials, fearing that its literal, error-prone output could harm health messaging and damage…, C-0179ClaimC-0179Initial AI draftHealth systems frequently rely on ad hoc family and friend interpreters for LEP patients despite guidelines against the practiceHealth systems frequently rely on ad hoc, non-qualified interpreters (patients' family members and friends) to communicate with LEP patients, despite guidelines and best-practice recommendations against the practice..