- Article
This study develops a framework for translating online review signals into possible management responses at the Genoese Castle and Beach in Akçakoca, Türkiye. Of the 948 Google Maps evaluations screened, 297 reviews were retained. Across 295 reviews, 977 code assignments were made using 32 subcodes grouped into six themes. Twenty-eight subcodes informed eight attributes for importance–performance analysis (IPA). A rank-based model explained 33.0% of the variation in ranked star ratings. Natural scenery and recreation had high relative importance and performance. Beach and sea conditions, Heritage experience, and Price and value had high relative importance and low performance, although Price and value retained its quadrant in only 59.2% of bootstrap resamples. The coded signals distinguished four possible response routes: preservation and strengthening, direct operational improvement, information and expectation management, and coordination and visitor management. These appeared in 236, 134, 121, and 34 reviews, respectively. Attributes in the same IPA region can call for different instruments. Responsibility and feasibility require separate validation.
13 November 2026








