首页 > 最新文献

Annals of Tourism Research最新文献

英文 中文
What makes online tours authentic? A semiotic analysis 是什么让在线旅游变得真实?符号学分析
IF 7.8 1区 管理学 Q1 HOSPITALITY, LEISURE, SPORT & TOURISM Pub Date : 2025-08-25 DOI: 10.1016/j.annals.2025.104018
Carla Estefanía Samaniego-Chávez , Fangfang Shi , Takhir Khamidullin
While authenticity has been extensively examined in physical tourism, its construction in online spaces remains under-researched. This netnographic study analyzes the social construction of authenticity in live-streamed museum visits, covering 369 tours, 1935 video frames, and 61,000 viewer comments from Prado Museum's Instagram tours. The findings reveal that authenticity in virtual museum experiences emerges through distinct cues. Real-time interactions, material evidence, and human presence function as indexical cues validating museum reality. Prop objects and performative events serve as iconic cues, enhancing experiential authenticity. Language, institutional practices, and recognizable artifacts operate as symbolic cues fostering heritage connections and cultural resonance. This study advances our understanding of authenticity in technology-mediated experiences, offering insights into the online engagement of cultural institutions.
虽然真实性在实体旅游中得到了广泛的研究,但其在网络空间中的构建仍有待研究。本网络学研究分析了博物馆参观直播中真实性的社会建构,涵盖了369次参观、1935个视频帧和来自普拉多博物馆Instagram参观的61000条观众评论。研究结果表明,虚拟博物馆体验的真实性是通过不同的线索出现的。实时交互、物证和人的存在作为索引线索验证博物馆的真实性。道具对象和表演事件作为标志性线索,增强了体验的真实性。语言、制度实践和可识别的文物作为促进遗产联系和文化共鸣的象征性线索。这项研究促进了我们对技术媒介体验真实性的理解,为文化机构的在线参与提供了见解。
{"title":"What makes online tours authentic? A semiotic analysis","authors":"Carla Estefanía Samaniego-Chávez ,&nbsp;Fangfang Shi ,&nbsp;Takhir Khamidullin","doi":"10.1016/j.annals.2025.104018","DOIUrl":"10.1016/j.annals.2025.104018","url":null,"abstract":"<div><div>While authenticity has been extensively examined in physical tourism, its construction in online spaces remains under-researched. This netnographic study analyzes the social construction of authenticity in live-streamed museum visits, covering 369 tours, 1935 video frames, and 61,000 viewer comments from Prado Museum's Instagram tours. The findings reveal that authenticity in virtual museum experiences emerges through distinct cues. Real-time interactions, material evidence, and human presence function as indexical cues validating museum reality. Prop objects and performative events serve as iconic cues, enhancing experiential authenticity. Language, institutional practices, and recognizable artifacts operate as symbolic cues fostering heritage connections and cultural resonance. This study advances our understanding of authenticity in technology-mediated experiences, offering insights into the online engagement of cultural institutions.</div></div>","PeriodicalId":48452,"journal":{"name":"Annals of Tourism Research","volume":"114 ","pages":"Article 104018"},"PeriodicalIF":7.8,"publicationDate":"2025-08-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144893849","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Knowledge transfer: The dynamics of intangible heritage 知识转移:非物质遗产的动态
IF 7.8 1区 管理学 Q1 HOSPITALITY, LEISURE, SPORT & TOURISM Pub Date : 2025-08-21 DOI: 10.1016/j.annals.2025.104015
Shiqin Zhang , Musha Shi , Jinglin Liao
The protection and transmission of intangible cultural heritage is essential yet contentious, particularly in the context of tourism. This study moved beyond the traditional debates on tourism's role in heritage protection and transmission by investigating the underlying dynamics through a knowledge transfer perspective. Based on longitudinal data collection and qualitative content analysis, the results indicated that the knowledge transfer process of Grand Song has shifted from an internal, culture-oriented three-stage process to an outward, business-oriented four-stage process following tourism development. This transformation was driven by a four-dimensional mechanism. The study broadens the theoretical scopes of knowledge transfer and tourism impact on intangible cultural heritage while offering practical insights for advancing its protection and transmission in a tourism context.
保护和传播非物质文化遗产至关重要,但也存在争议,特别是在旅游业方面。这项研究超越了传统的关于旅游在遗产保护和传播中的作用的争论,从知识转移的角度研究了潜在的动态。基于纵向数据收集和定性内容分析的结果表明,随着旅游的发展,大宋的知识转移过程已经从以文化为导向的内部三阶段过程转变为以商业为导向的外部四阶段过程。这种转变是由四维机制驱动的。该研究拓宽了知识转移和旅游对非物质文化遗产影响的理论范围,同时为促进非物质文化遗产在旅游背景下的保护和传播提供了实践见解。
{"title":"Knowledge transfer: The dynamics of intangible heritage","authors":"Shiqin Zhang ,&nbsp;Musha Shi ,&nbsp;Jinglin Liao","doi":"10.1016/j.annals.2025.104015","DOIUrl":"10.1016/j.annals.2025.104015","url":null,"abstract":"<div><div>The protection and transmission of intangible cultural heritage is essential yet contentious, particularly in the context of tourism. This study moved beyond the traditional debates on tourism's role in heritage protection and transmission by investigating the underlying dynamics through a knowledge transfer perspective. Based on longitudinal data collection and qualitative content analysis, the results indicated that the knowledge transfer process of Grand Song has shifted from an internal, culture-oriented three-stage process to an outward, business-oriented four-stage process following tourism development. This transformation was driven by a four-dimensional mechanism. The study broadens the theoretical scopes of knowledge transfer and tourism impact on intangible cultural heritage while offering practical insights for advancing its protection and transmission in a tourism context.</div></div>","PeriodicalId":48452,"journal":{"name":"Annals of Tourism Research","volume":"114 ","pages":"Article 104015"},"PeriodicalIF":7.8,"publicationDate":"2025-08-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144878983","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Music films and videos as recolonizing media in tourism 音乐电影和录像作为旅游的再殖民媒体
IF 7.8 1区 管理学 Q1 HOSPITALITY, LEISURE, SPORT & TOURISM Pub Date : 2025-08-20 DOI: 10.1016/j.annals.2025.104010
Rich Harrill , Leonardo (Don) A.N. Dioko , Omid Oshriyeh
There is growing awareness within social science that colonization is neither permanent nor complete, with the forces of colonization, decolonization, and recolonization spatially and temporally overlapping. Selective recolonization is evidenced in cultural appropriations and colonial nostalgia as described by diasporic authors such as V.S. Naipaul. However, examples of oppositional gaze are also evident in music films and videos ranging from Billie Holliday's “Strange Fruit” to Childish Gambino's “This Is America.” Artificial intelligence, streaming technologies, and destination images offer a potent synthesis that can undermine decolonization. We assert that the critical pragmatism of Habermas and Dewey can be used to identify and evaluate manifestations of selective recolonization, the oppositional gaze they engender, and how both infuse contemporary travel and tourism discourses.
社会科学界越来越认识到,殖民化既不是永久的,也不是完全的,殖民化、非殖民化和再殖民化的力量在空间和时间上是重叠的。如奈保尔等散居作家所描述的那样,选择性再殖民化在文化挪用和殖民怀旧中得到了证明。然而,从Billie Holliday的《Strange Fruit》到Childish Gambino的《This Is America》,在音乐电影和视频中也可以看到对立性凝视的例子。人工智能、流媒体技术和目的地图像提供了一个强有力的综合,可以破坏去殖民化。我们认为,哈贝马斯和杜威的批判实用主义可以用来识别和评估选择性再殖民化的表现形式,它们所产生的对立凝视,以及它们如何注入当代旅行和旅游话语。
{"title":"Music films and videos as recolonizing media in tourism","authors":"Rich Harrill ,&nbsp;Leonardo (Don) A.N. Dioko ,&nbsp;Omid Oshriyeh","doi":"10.1016/j.annals.2025.104010","DOIUrl":"10.1016/j.annals.2025.104010","url":null,"abstract":"<div><div>There is growing awareness within social science that colonization is neither permanent nor complete, with the forces of colonization, decolonization, and recolonization spatially and temporally overlapping. Selective recolonization is evidenced in cultural appropriations and colonial nostalgia as described by diasporic authors such as V.S. Naipaul. However, examples of oppositional gaze are also evident in music films and videos ranging from Billie Holliday's “Strange Fruit” to Childish Gambino's “This Is America.” Artificial intelligence, streaming technologies, and destination images offer a potent synthesis that can undermine decolonization. We assert that the critical pragmatism of Habermas and Dewey can be used to identify and evaluate manifestations of selective recolonization, the oppositional gaze they engender, and how both infuse contemporary travel and tourism discourses.</div></div>","PeriodicalId":48452,"journal":{"name":"Annals of Tourism Research","volume":"114 ","pages":"Article 104010"},"PeriodicalIF":7.8,"publicationDate":"2025-08-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144878982","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Political ideology and variety seeking in travel choices 旅游选择中的政治意识形态和多样性
IF 7.8 1区 管理学 Q1 HOSPITALITY, LEISURE, SPORT & TOURISM Pub Date : 2025-08-18 DOI: 10.1016/j.annals.2025.104011
Jungkeun Kim , Jeong Hyun Kim , Daniel Chaein Lee , Tae Hyun Baek , Changju Kim , Seongseop (Sam) Kim
Despite the significance of political ideology in shaping consumer behavior, its impact on tourism studies remains unexplored. This study aimed to investigate how tourists' political orientation influences variety seeking in travel decisions, such as selecting destinations or activities at a destination. Four experimental studies revealed the significant moderating effect of decision type on the impact of political ideology on variety-seeking tendencies. Specifically, conservative travelers exhibited stronger variety-seeking (across various subcategories) when required to select a fixed number of options from multiple choices, as in pick-N decisions. Conversely, liberal travelers demonstrated greater variety-seeking when choosing options without a fixed total, as in pick-any decisions. These results provide new academic and managerial insights, contributing to a better understanding of the role of political tendencies in the context of travel decision-making.
尽管政治意识形态在塑造消费者行为方面具有重要意义,但其对旅游研究的影响仍未得到探索。本研究旨在探讨游客的政治取向如何影响旅游决策中的多样性寻求,例如选择目的地或目的地的活动。四项实验研究表明,决策类型对政治意识形态对品种寻求倾向的影响具有显著的调节作用。具体来说,当需要从多个选项中选择固定数量的选项时,保守的旅行者表现出更强的多样性寻求(跨越不同的子类别),就像在选择n的决策中一样。相反,自由主义旅行者在选择没有固定总数的选项时表现出更大的多样性寻求,比如在选择任何选项时。这些结果提供了新的学术和管理见解,有助于更好地理解政治倾向在旅行决策中的作用。
{"title":"Political ideology and variety seeking in travel choices","authors":"Jungkeun Kim ,&nbsp;Jeong Hyun Kim ,&nbsp;Daniel Chaein Lee ,&nbsp;Tae Hyun Baek ,&nbsp;Changju Kim ,&nbsp;Seongseop (Sam) Kim","doi":"10.1016/j.annals.2025.104011","DOIUrl":"10.1016/j.annals.2025.104011","url":null,"abstract":"<div><div>Despite the significance of political ideology in shaping consumer behavior, its impact on tourism studies remains unexplored. This study aimed to investigate how tourists' political orientation influences variety seeking in travel decisions, such as selecting destinations or activities at a destination. Four experimental studies revealed the significant moderating effect of decision type on the impact of political ideology on variety-seeking tendencies. Specifically, conservative travelers exhibited stronger variety-seeking (across various subcategories) when required to select a fixed number of options from multiple choices, as in <em>pick-N</em> decisions. Conversely, liberal travelers demonstrated greater variety-seeking when choosing options without a fixed total, as in <em>pick-any</em> decisions. These results provide new academic and managerial insights, contributing to a better understanding of the role of political tendencies in the context of travel decision-making.</div></div>","PeriodicalId":48452,"journal":{"name":"Annals of Tourism Research","volume":"114 ","pages":"Article 104011"},"PeriodicalIF":7.8,"publicationDate":"2025-08-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144866641","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Optimal tourism taxation with labor market distortions 劳动力市场扭曲下的最优旅游税收
IF 7.8 1区 管理学 Q1 HOSPITALITY, LEISURE, SPORT & TOURISM Pub Date : 2025-08-14 DOI: 10.1016/j.annals.2025.104001
Shinya Kawahara
This paper investigates optimal tourism taxation in the presence of labor market distortions. Constructing a general equilibrium model where the government imposes a labor income tax and a tourism tax to finance a fixed amount of public spending, we examine the welfare effect of a revenue-neutral increase in tourism tax starting from the first-best level with no labor market distortions. We show that if the foreign tourist’s demand is highly elastic, then the tourism tax reform exacerbates labor market distortions, and hence decreases overall welfare. We also show that if the reform starts from the situation in which no tourism tax is imposed initially, then it has no harmful spillover effect on the labor market, and hence improves welfare.
本文研究了劳动力市场扭曲情况下的最优旅游税收。构建了政府征收劳动所得税和旅游税以资助固定数额的公共支出的一般均衡模型,我们从没有劳动力市场扭曲的第一最佳水平开始,研究了收入中性的旅游税增加的福利效应。如果外国游客的需求具有高度弹性,那么旅游税改革加剧了劳动力市场的扭曲,从而降低了整体福利。我们还表明,如果改革从最初不征收旅游税的情况开始,那么它对劳动力市场没有有害的溢出效应,从而改善了福利。
{"title":"Optimal tourism taxation with labor market distortions","authors":"Shinya Kawahara","doi":"10.1016/j.annals.2025.104001","DOIUrl":"10.1016/j.annals.2025.104001","url":null,"abstract":"<div><div>This paper investigates optimal tourism taxation in the presence of labor market distortions. Constructing a general equilibrium model where the government imposes a labor income tax and a tourism tax to finance a fixed amount of public spending, we examine the welfare effect of a revenue-neutral increase in tourism tax starting from the first-best level with no labor market distortions. We show that if the foreign tourist’s demand is highly elastic, then the tourism tax reform exacerbates labor market distortions, and hence decreases overall welfare. We also show that if the reform starts from the situation in which no tourism tax is imposed initially, then it has no harmful spillover effect on the labor market, and hence improves welfare.</div></div>","PeriodicalId":48452,"journal":{"name":"Annals of Tourism Research","volume":"114 ","pages":"Article 104001"},"PeriodicalIF":7.8,"publicationDate":"2025-08-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144830139","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The impact of war on tourism: A synthetic control and causal configuration analysis 战争对旅游业的影响:综合控制与因果配置分析
IF 7.8 1区 管理学 Q1 HOSPITALITY, LEISURE, SPORT & TOURISM Pub Date : 2025-08-14 DOI: 10.1016/j.annals.2025.104014
Peng Hu, Derek D. Wang
This study scrutinizes the causal impacts of 115 armed conflicts on tourism demand in 16 countries using the synthetic control method. Results show differential impacts of conflicts across the countries. Nine countries experienced significant tourism disruptions, with an average loss of 45 % in tourist arrivals and 57 % in tourism receipts. Negative effects could persist for up to five years, or even longer, post-conflict. Conversely, seven countries showed no discernable tourism changes. We investigate the causal pathways behind the differential impacts of wars through fuzzy-set qualitative comparative analysis. We find that negative effects ensued under the condition of a sufficient number of attraction sites in the affected country coupled with either short distances to conflict zones or high conflict frequency and intensity.
本研究采用综合控制方法,考察了16个国家115起武装冲突对旅游需求的因果影响。结果显示,冲突对各国的影响是不同的。9个国家经历了严重的旅游中断,游客人数平均减少45%,旅游收入平均减少57%。冲突后的负面影响可能会持续长达五年,甚至更长时间。相反,有7个国家的旅游业没有明显变化。我们通过模糊集定性比较分析来研究战争差异影响背后的因果途径。我们发现,在受影响国家有足够数量的景点,加上距离冲突地区较近或冲突频率和强度高的情况下,会产生负面影响。
{"title":"The impact of war on tourism: A synthetic control and causal configuration analysis","authors":"Peng Hu,&nbsp;Derek D. Wang","doi":"10.1016/j.annals.2025.104014","DOIUrl":"10.1016/j.annals.2025.104014","url":null,"abstract":"<div><div>This study scrutinizes the causal impacts of 115 armed conflicts on tourism demand in 16 countries using the synthetic control method. Results show differential impacts of conflicts across the countries. Nine countries experienced significant tourism disruptions, with an average loss of 45 % in tourist arrivals and 57 % in tourism receipts. Negative effects could persist for up to five years, or even longer, post-conflict. Conversely, seven countries showed no discernable tourism changes. We investigate the causal pathways behind the differential impacts of wars through fuzzy-set qualitative comparative analysis. We find that negative effects ensued under the condition of a sufficient number of attraction sites in the affected country coupled with either short distances to conflict zones or high conflict frequency and intensity.</div></div>","PeriodicalId":48452,"journal":{"name":"Annals of Tourism Research","volume":"114 ","pages":"Article 104014"},"PeriodicalIF":7.8,"publicationDate":"2025-08-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144830138","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Keeping it real? Authenticity and well-being at work 保持真实?工作中的真实性和幸福感
IF 7.8 1区 管理学 Q1 HOSPITALITY, LEISURE, SPORT & TOURISM Pub Date : 2025-08-11 DOI: 10.1016/j.annals.2025.104012
Joseph Mellors , Tania Gaspar
{"title":"Keeping it real? Authenticity and well-being at work","authors":"Joseph Mellors ,&nbsp;Tania Gaspar","doi":"10.1016/j.annals.2025.104012","DOIUrl":"10.1016/j.annals.2025.104012","url":null,"abstract":"","PeriodicalId":48452,"journal":{"name":"Annals of Tourism Research","volume":"114 ","pages":"Article 104012"},"PeriodicalIF":7.8,"publicationDate":"2025-08-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144809987","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Spatial spillovers in tourism performance 旅游绩效的空间溢出效应
IF 7.8 1区 管理学 Q1 HOSPITALITY, LEISURE, SPORT & TOURISM Pub Date : 2025-08-06 DOI: 10.1016/j.annals.2025.104005
Fengjun Tian , Zhihong Wen , Yang Yang
{"title":"Spatial spillovers in tourism performance","authors":"Fengjun Tian ,&nbsp;Zhihong Wen ,&nbsp;Yang Yang","doi":"10.1016/j.annals.2025.104005","DOIUrl":"10.1016/j.annals.2025.104005","url":null,"abstract":"","PeriodicalId":48452,"journal":{"name":"Annals of Tourism Research","volume":"114 ","pages":"Article 104005"},"PeriodicalIF":7.8,"publicationDate":"2025-08-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144779728","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Large language models in tourism research: Support, substitution, or something else? 旅游研究中的大语言模型:支持、替代还是其他?
IF 7.8 1区 管理学 Q1 HOSPITALITY, LEISURE, SPORT & TOURISM Pub Date : 2025-08-05 DOI: 10.1016/j.annals.2025.104003
Josip Mikulić
{"title":"Large language models in tourism research: Support, substitution, or something else?","authors":"Josip Mikulić","doi":"10.1016/j.annals.2025.104003","DOIUrl":"10.1016/j.annals.2025.104003","url":null,"abstract":"","PeriodicalId":48452,"journal":{"name":"Annals of Tourism Research","volume":"114 ","pages":"Article 104003"},"PeriodicalIF":7.8,"publicationDate":"2025-08-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144772439","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The algorithm made me visit 算法让我去拜访
IF 7.8 1区 管理学 Q1 HOSPITALITY, LEISURE, SPORT & TOURISM Pub Date : 2025-08-02 DOI: 10.1016/j.annals.2025.104007
Emmanouil Taxiarchis Gazilas
This research note introduces algorithmic co-agency and the Algorithmic Co-Influence Index, a new framework for assessing how digital platforms shape tourist decisions. The index quantifies influence across three dimensions: input dependence (inspiration), interaction dynamics (engagement), and outcome alignment (adoption). Using a brief questionnaire, scores can be computed to evaluate the degree of platform mediation. Practical examples illustrate how tourist behavior is co-produced by human intention and algorithmic design. The Algorithmic Co-Influence Index offers a replicable, scalable method for tourism researchers to measure the behavioral effects of platform logic. It provides a new lens for understanding how platforms like TikTok, Google Maps, and Airbnb shape visibility and tourist autonomy.
本研究报告介绍了算法共同代理和算法共同影响指数,这是一个评估数字平台如何影响游客决策的新框架。该指数通过三个维度对影响力进行量化:输入依赖(激励)、互动动态(参与)和结果一致性(采用)。通过一个简短的问卷,可以计算得分来评估平台中介的程度。实际例子说明了游客行为是如何由人类意图和算法设计共同产生的。算法共同影响指数为旅游研究人员提供了一种可复制、可扩展的方法来衡量平台逻辑的行为效应。它为理解TikTok、谷歌地图和Airbnb等平台如何塑造能见度和游客自主权提供了一个新的视角。
{"title":"The algorithm made me visit","authors":"Emmanouil Taxiarchis Gazilas","doi":"10.1016/j.annals.2025.104007","DOIUrl":"10.1016/j.annals.2025.104007","url":null,"abstract":"<div><div>This research note introduces algorithmic co-agency and the Algorithmic Co-Influence Index, a new framework for assessing how digital platforms shape tourist decisions. The index quantifies influence across three dimensions: input dependence (inspiration), interaction dynamics (engagement), and outcome alignment (adoption). Using a brief questionnaire, scores can be computed to evaluate the degree of platform mediation. Practical examples illustrate how tourist behavior is co-produced by human intention and algorithmic design. The Algorithmic Co-Influence Index offers a replicable, scalable method for tourism researchers to measure the behavioral effects of platform logic. It provides a new lens for understanding how platforms like TikTok, Google Maps, and Airbnb shape visibility and tourist autonomy.</div></div>","PeriodicalId":48452,"journal":{"name":"Annals of Tourism Research","volume":"114 ","pages":"Article 104007"},"PeriodicalIF":7.8,"publicationDate":"2025-08-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144756847","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Annals of Tourism Research
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1