Data mining to reposition a religious tourist destination in COVID-19

PurposeThe positioning of a tourism destination can easily change due to external uncontrolled factors, such as a pandemic. In this scene, the purpose of this study can be summerized in two main points: to investigate the main topics associated with a religious tourism destination (Vatican City) before and from the pandemic crisis, and to identify potential topics that could be highlighted to reposition this tourism destination more favorably. Design/methodology/approachThe information was extracted from Trip Advisor, specifically from the web Vatican City (7,152 reviews). This information was analyzed using text mining software applied to English text data. FindingsThe results show that the image of Vatican City has evolved, from a larger cultural, artistic and historical destination to a destination with a strong religious orientation, probably due to the growing influence of tourists and pilgrims in search of spiritual consolation in a global health crisis. New comments have emerged in the pandemic on topics such as Pope, Catholicism and love. Practical implicationsThe authors recommend repositioning this tourism destination under what they have dubbed the umbrella of the three "Rs": religion, renaissance and relaxation. Also, two outstanding attractions are frequently mentioned by tourists in this more spiritual scenario: Saint Peter's Basilica and Sistine Chapel. Originality/valueStudies about religious tourism are scarce, and those considering an urban city as a key religious tourism destination even more.

Surveillance of the Second Wave of COVID-19 in Europe: Longitudinal Trend Analyses.

BACKGROUND: The COVID-19 pandemic has severely impacted Europe, resulting in a high caseload and deaths that varied by country. The second wave of the COVID-19 pandemic has breached the borders of Europe. Public health surveillance is necessary to inform policy and guide leaders. OBJECTIVE: This study aimed to provide advanced surveillance metrics for COVID-19 transmission that account for weekly shifts in the pandemic, speed, acceleration, jerk, and persistence, to better understand countries at risk for explosive growth and those that are managing the pandemic effectively. METHODS: We performed a longitudinal trend analysis and extracted 62 days of COVID-19 data from public health registries. We used an empirical difference equation to measure the daily number of cases in Europe as a function of the prior number of cases, the level of testing, and weekly shift variables based on a dynamic panel model that was estimated using the generalized method of moments approach by implementing the Arellano-Bond estimator in R. RESULTS: New COVID-19 cases slightly decreased from 158,741 (week 1, January 4-10, 2021) to 152,064 (week 2, January 11-17, 2021), and cumulative cases increased from 22,507,271 (week 1) to 23,890,761 (week 2), with a weekly increase of 1,383,490 between January 10 and January 17. France, Germany, Italy, Spain, and the United Kingdom had the largest 7-day moving averages for new cases during week 1. During week 2, the 7-day moving average for France and Spain increased. From week 1 to week 2, the speed decreased (37.72 to 33.02 per 100,000), acceleration decreased (0.39 to -0.16 per 100,000), and jerk increased (-1.30 to 1.37 per 100,000). CONCLUSIONS: The United Kingdom, Spain, and Portugal, in particular, are at risk for a rapid expansion in COVID-19 transmission. An examination of the European region suggests that there was a decrease in the COVID-19 caseload between January 4 and January 17, 2021. Unfortunately, the rates of jerk, which were negative for Europe at the beginning of the month, reversed course and became positive, despite decreases in speed and acceleration. Finally, the 7-day persistence rate was higher during week 2 than during week 1. These measures indicate that the second wave of the pandemic may be subsiding, but some countries remain at risk for new outbreaks and increased transmission in the absence of rapid policy responses.

Impact of COVID-19 pandemic on the medical activities of the Directorate of Health and Hygiene, Vatican City State.

OBJECTIVES: To report the changes in volume and characteristics of medical activities in the Vatican City State during COVID-19 pandemic. METHODS: Data for general / emergency procedures , specialty consultations, radiology examinations and diagnostic procedures delivered by the Directorate of Health and Hygiene of the Vatican City State were retrospectively analysed. Analysis focused on the entire year 2020 and on the lockdown period 9 March - 18 May 2020. RESULTS: In 2020, 73.932 procedures were performed compared to 95.218 in 2019 (-22.4%). During lockdown, general / emergency activities decreased by 61.1%, specialty consultations by 85.3%, radiology examinations by 95.8%, and diagnostic procedures by 96.5%. A decrease was found for nearly all specialties; the most affected were occupational medicine and dermatology, whilst an increase was found for legal medicine, psychiatry and angiology. CONCLUSION: Medical activities of the Vatican City State have been severely impacted, especially during the first months of the pandemic. However, organizational efforts allowed rapid restoration to near-normal volumes.