# A Mobile Solution for Enhancing Tourist Safety in Warm and Humid Destinations
## 5 Discussion
### The Impact of Weather and Safety Information on Tourist Safety and Risk Mitigation  
The provision of weather and safety information has become a vital determinant of tourist behavior. Our study demonstrates that tourists equipped with such information exhibit a higher propensity to actively prepare for adverse weather conditions, such as extreme temperatures or inclement weather, by acquiring suitable attire, equipment, and safety tools. This signifies the system's potential to considerably enhance tourist safety and mitigate the risks associated with weather-related accidents or injuries. Additionally, our findings indicate that tourists display greater adherence to safety guidelines and recommended safety tools, underscoring the positive influence of the system in promoting improved safety practices among tourists. These heightened safety measures can contribute \begin{table}
\begin{tabular}{l c c c c c c} \hline \hline Age of Respondents & 18–30 years & 31–45 years & \multicolumn{2}{c}{\(\geq\)45 years} \\ \hline Number of respondents & 171 & 164 & & 182 & \\ \hline \% of respondents & 33.08 & & 31.72 & & 35.20 & \\ \hline Gender & Male & Female & Male & Female & Male & Female \\ \hline Number of respondents (gender) & 90 & 81 & 84 & 80 & 75 & 107 \\ \hline \% of respondents (gender) & 52.63 & 47.37 & 51.22 & 48.78 & 41.21 & 58.79 \\ \hline What level of satisfaction of you with your overall experience at, taking into consideration the recommendations provided by the tourist recommendation system? & 4.58 & 4.81 & 4.51 & 4.73 & 4.74 & 4.79 \\ \hline How likely are you to recommend the attractions to others & & & & & & \\ based on the recommendations provided by the tourist recommendation system? & 4.64 & 4.70 & 4.67 & 4.71 & 4.77 & 4.83 \\ \hline You use the tourist safety recommendation system very often to decide which tourist attractions to visit during your trip? & 4.56 & 4.68 & 4.61 & 4.82 & 4.64 & 4.92 \\ \hline You follow every recommended attractions that recommend by the system & 4.61 & 4.69 & 4.67 & 4.79 & 4.72 & 4.88 \\ \hline The recommendation system is highly contribute to your engagement in the activities and attractions & 4.76 & 4.81 & 4.71 & 4.81 & 4.78 & 4.91 \\ \hline The recommendation system is highly influence your emotional connection with the attraction & 4.72 & 4.77 & 4.68 & 4.71 & 4.84 & 4.87 \\ \hline I will definitely use the recommendation system in the future. & 4.71 & 4.69 & 4.64 & 4.74 & 4.71 & 4.80 \\ \hline I will likely to share my positive experience with the tourist recommendation system and its impact on your visit to the attraction on social media or through word-of-mouth? & & & & & \\ \hline If the tourist recommendation system enhancing & 4.70 & 4.78 & 4.69 & 4.81 & 4.76 & 4.91 \\ \hline Average & 4.67 & 4.75 & 4.65 & 4.77 & 4.76 & 4.87 \\ \hline \% Average & 93.38 & 94.98 & 93.09 & 95.42 & 95.11 & 97.31 \\ \hline \hline \end{tabular}
\end{table} 
Table 9: Results of the engagement and loyalty questionnaire. to increased tourist satisfaction, subsequently influencing their loyalty and engagement with attractions. These findings align with previous research by [PERSON] and [PERSON] [63] and [PERSON] and [PERSON] [64], which support the idea that providing tourists with pre-trip weather information positively impacts their travel experiences. The study cited in [PERSON] and [PERSON] [63] suggests that access to weather information enables tourists to effectively plan and prepare for their trips, resulting in heightened enjoyment and overall satisfaction. Furthermore, the study mentioned by [PERSON] and [PERSON] [64] indicates that tourists who have access to weather information prior to their trips are more inclined to confidently engage in outdoor activities, such as hiking and sightseeing, as they possess better awareness of prevailing weather conditions and can make appropriate choices regarding attire and activities. The results obtained from the evaluation of our environmental monitoring system (Table 8) underscore its outstanding performance across all key metrics.