Visitor Characteristics and Museum Fatigue: A Case Study at the ETRU Museum in Rome.

Brain Sci · 2026 · PMC12938768 · PMID 41750225

Europe PMC DOI

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a decreasing trendno p-value reported

an increasing trendno p-value reported

In line with the predictions, we observed a decreasing trend in viewing time and an increasing trend in heart rate values during visit progression.

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a positive trendno p-value reported

Moreover, a positive trend in HR appeared in 14 participants in Cluster 1 (73.68%), 12 participants in Cluster 2 (75%), and 5 participants in Cluster 3 (50%).

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a negative trendno p-value reported

The results showed that a negative trend in viewing time emerged in 19 participants in Cluster 1 (100%), 16 participants in Cluster 2 (93.75%) and 10 participants in Cluster 3 (100%).

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Quoted from the open-access full text in Europe PMC under the licence the publisher applied. The sentence is reproduced exactly as published; the emphasis is ours.