Translation and Cultural Adaptation of Clinical Outcome Assessments (COAs)—Is Machine Translation a Viable Option?

Author(s)

Grijalva S1, Crane A2, Sweeney E2
1TransPerfect, Mastic Beach, NY, USA, 2TransPerfect, New York, NY, USA

OBJECTIVES: As technology continues to advance and the need to expedite drug development increases, the applications of Machine Translation (MT) and Artificial Intelligence (AI) in translations should be further explored. The capabilities of iterative learning and feedback can serve as a tool in the translation process, but the limitations should be considered. This poster will compare human and machine translation in the back translation step for Clinical Outcome Assessments (COAs) as well as supporting study materials.

METHODS: A side-by-side comparison of two translation methods, human vs. machine, was performed. The comparison was performed specifically on un-edited, single-step back translations. The analysis categorized the findings based on similarities, differences, and any errors found.

RESULTS: The review of each method of back translation demonstrated that machine translation is comparable to the human translation. Conceptual equivalency is found in the machine translation as well as the human translation. Errors were also found in both methods.

CONCLUSIONS: Machine translation may be considered as a future option in the translation process. Although there are cautionary points to consider, iterative learning can provide improvement in quality and reduce time friction that is often seen in the traditional translation process. Further analysis may be necessary to determine the time savings associated with the use of MT and AI in this and other linguistic steps.

Conference/Value in Health Info

2023-11, ISPOR Europe 2023, Copenhagen, Denmark

Value in Health, Volume 26, Issue 11, S2 (December 2023)

Code

PCR110

Topic

Clinical Outcomes, Patient-Centered Research

Topic Subcategory

Clinical Outcomes Assessment, Clinician Reported Outcomes, Instrument Development, Validation, & Translation, Patient-reported Outcomes & Quality of Life Outcomes

Disease

No Additional Disease & Conditions/Specialized Treatment Areas

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