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Often time is just another predictor. Logistic curves as growth curves long (19th century) predated the logit as (in modern terms) a link for binary response (~1940).
Subject only to scaling the outcome to fall within [0, 1] you could fit a logit to measured proportions varying over time or to (0, 1) values too.
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