旅游4.0数据分析在敖德萨市的初步应用揭示了旅游业可持续发展的挑战和机遇

P. Goriup, H. Ratkajec
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Unfortunately, there remains a persistent gap between the tourism sector (both regulators and operators) and the appreciation and use of emerging technologies such as those applied in Tourism 4.0 that can improve its economic efficiency and environmental sustainability. The general objective of the research reported here was to test the current level and effectiveness of Tourism 4.0 technologies (or more specifically High-Performance Data Analytics - HPDA) under the conditions of a large urban coastal destination with a highly diverse economy that is not solely dependent on tourism. Data collection for the TIM took place between August 2020 and May 2021, in collaboration with the Odessa City Council Department for Culture and Tourism. Overall, 295 questions were addressed. 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引用次数: 1

摘要

时事性。现代旅游是全球公认的最重要的商业活动之一。2019年,它创造了总就业的10%,占全球GDP的10.4%。1991年乌克兰独立后,整个旅游部门发展缓慢。然而,2005年引入的免签证制度提升了该国的全球形象和游客数量。2013年,乌克兰接待了超过2600万游客,主要来自东欧,也有来自西欧、美国、以色列和加拿大的游客。然而,旅游业会对目的地及其地区造成一些负面的经济、社会和环境影响。目标和任务。不幸的是,旅游业(包括监管机构和运营商)与欣赏和使用新兴技术(如旅游业4.0中应用的技术)之间仍然存在持续的差距,这些技术可以提高其经济效率和环境可持续性。这里报告的研究的总体目标是测试旅游4.0技术(或更具体地说,高性能数据分析- HPDA)在大型沿海城市目的地的当前水平和有效性,这些目的地的经济高度多样化,不仅仅依赖于旅游业。与敖德萨市议会文化和旅游部合作,TIM的数据收集工作于2020年8月至2021年5月期间进行。总共回答了295个问题。这些数据可以是定量的(每天的用电量或用水量),也可以是更主观的专家意见(城市是否以及何时遭受交通拥堵或居民对入境游客水平的满意度)。数据还根据其准确性、类型(数字或模拟)和收集频率进行质量控制和标记。目标基准年为2019年,获得了2018年和2017年的数据,可用于趋势分析。此外,还对2020年的价值进行了专家估计,以预测未来的需求。数据来源分为三大类:(i)区域或国家一级的政府机构,包括乌克兰国家统计局和司法部;私营企业;(3)民间社会组织。研究的结果。结果发现,在夏季,由于游客的增加,电力消耗并没有显著增加。此外,2019年对注册住宿供应商征收的旅游税直接产生的收入为393,100欧元,仅占该市总预算344,947,580欧元的0.11%。其他服务提供商(餐饮、娱乐、零售、运输等)通过就业和利得税间接贡献的金额未知,非正式经济中损失的金额也未知。通过更好地了解当前的旅游模式、游客人口统计和收入、基础设施使用、资源消耗和利益相关者合作,该研究旨在促进创新的旅游服务和政策,以适应当地的挑战和机遇。虽然从TIM的分析中获得了有用的见解,但由于所需数据的可用性和质量方面存在许多问题,目前不可能创建一个强大的城市旅游部门整体模型。
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PRELIMINARY APPLICATION OF TOURISM 4.0 DATA ANALYTICS IN ODESSA CITY REVEALS CHALLENGES AND OPPORTUNITIES FOR SUSTAINABLE TOURISM DEVELOPMENT
Topicality. Modern tourism is recognized as one of the most important commercial activities globally. In 2019, it generated 10% of the total employment and represented a share of 10.4% of global GDP. The tourism sector in Ukraine as a whole saw slow development after independence in 1991. However, the introduction of a visa-free regime in 2005 boosted the country’s global image and visitor numbers. In 2013, Ukraine was visited by over 26 million tourists, primarily from Eastern Europe, but also from Western Europe, USA, Israel and Canada. However, tourism can impose a number of negative economic, social and environmental impacts on the destination and its region.Aims and tasks. Unfortunately, there remains a persistent gap between the tourism sector (both regulators and operators) and the appreciation and use of emerging technologies such as those applied in Tourism 4.0 that can improve its economic efficiency and environmental sustainability. The general objective of the research reported here was to test the current level and effectiveness of Tourism 4.0 technologies (or more specifically High-Performance Data Analytics - HPDA) under the conditions of a large urban coastal destination with a highly diverse economy that is not solely dependent on tourism. Data collection for the TIM took place between August 2020 and May 2021, in collaboration with the Odessa City Council Department for Culture and Tourism. Overall, 295 questions were addressed. The data could be quantitative (amount of electricity or water used per day), or more subjective expert opinion (whether and when the city suffers from traffic congestion or satisfaction of residents with levels of incoming tourists). The data was also quality controlled and labelled according to its accuracy, type (digital or analogue) and frequency of collection. The target baseline year was 2019, with data from 2018 and 2017 obtained where available for trend analysis. In addition, expert estimations of values for 2020 were also made in order to forecast future demands. Data sources fell into three broad categories: (i) government agencies at regional or national level, including the State Statistics Service of Ukraine and Ministry of Justice; (ii) private enterprises; and (3) civil society organisations.Research results. Among the results, it was found that power consumption did not significantly increase during the summer as a result of increased visitors. In addition, the revenue directly generated from a tourist tax levied on registered accommodation providers in 2019 amounted to Euro 393,100, which was only 0.11% of the city’s total budget of Euro 344,947,580. The amount contributed indirectly from other service providers (catering, entertainment, retail, transport etc) through employment and profit taxes was unknown, as was the amount lost in the informal economy.Conclusion. Through a better understanding of current patterns of tourist visits, visitor demographics and revenues, infrastructure use, resource consumption and stakeholder collaboration, the study aimed to spur innovative touristic services and policies tailored to the local challenges and opportunities. While useful insights were obtained from the TIM analysis, it proved impossible at the present time to create a robust overall model of the tourism sector in the city owing to numerous issues concerning the availability and quality of the data needed.
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