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World Heritage sites (WHS) can play an important role in promoting visitation to emerging and remote destinations. Guided by the theory of planned behaviour (TPB), this study aims to investigate factors that predict intentions to visit WHS.

Survey questionnaires were used to collect data from visitors (n = 519) to four Western North American WHS. Partial least squares structural equation modelling (PLS-SEM) was used to identify three reflective models (attitude toward visiting World Heritage, perceived behavioural control and intention to visit WHS in the future), three formative models (attitude toward World Heritage designation, social influence (subjective norms) to visit World Heritage and World Heritage tourism brand equity) and a structural model.

World Heritage tourism brand equity and social influence were strong positive predictors of intentions to visit WHS in the future. Attitudes towards World Heritage designation, followed by World Heritage travel attitudes and perceived behavioural control, were progressively weaker, yet positive predictors. However, the latter two concepts’ impact was negligible.

This study addresses four deficiencies in tourism studies: TPB studies have failed to find consistent predictors of intentions to visit destinations; very few studies have attempted to verify the factors that predict visitation to WHS, despite the opportunities and costs that can arise from WHS-related tourism; few studies of tourists’ perceptions of World Heritage and related WHS travel intentions have been conducted in North America; and PLS-SEM was used to perform statistical methods not commonly used in tourism studies including formative models, importance-performance mapping and confirmatory tetrad analysis.

世界遗址（WHS）对于提高新兴和偏远地区的游览率起到重要作用。本论文以计划行为理论（TPB）为理论基础，研究游览WHS的动机因素。

本论文采用问卷采样形式，519名游览四个美国西北部WHS公园的游客为问卷样本。本论文采用偏最小二乘回归（PLS-SEM）分析数据，(a) 确立三个反应性测量模型（WHS游览态度、感知行为控制、未来WHS游览意向），(b) 确立三个形成性测量模型（WHS游览态度、WHS游览的社会影响力（主观规范）、以及WHS旅游品牌资产），以及(c) 验证一个结构模型。

世界遗产旅游品牌资产和社会影响力是未来游览WHS意向的有效动力。世界遗产目的地的态度，由世界遗产旅游态度和感知行为控制所主导，也有着对未来游览WHS意向的积极促进作用，但是作用相对较弱。然而，世界遗产旅游态度和感知行为控制并未发现对未来游览WHS意向有直接决定作用。

本论文弥补了旅游研究中的四大不足：(a) TPB研究未能找出旅游目的地游览意向的一致的决定因素; (b) 几乎没有文献试图验证WHS游览意向决定因素，尽管这将对WHS相关旅游业的机遇和成本控制有着重大意义; (c) 有关世界遗产和相关WHS旅游意向的研究还尚未在北美地区开枝散叶; (d) 本论文借用PLS-SEM方法来分析数据，包括验证形成性测量模型、重要性-绩效画图分析法、以及四分子分析法等，这在旅游文献中不常见。

品牌态度，世界遗产，旅游意向，TPB，品牌资产，品牌忠诚度

The purpose of this paper is to provide a review of hospitality and tourism studies that have used social media analytics to collect, examine, summarize and interpret “big data” derived from social media. It proposes improved approaches by documenting past and current analytic practice addressed by the selected studies in social media analytics.

Studies from the past 18 years were identified and collected from five international electronic bibliographic databases. Social media analytics-related terms and keywords in the titles, keywords or abstracts were used to identify relevant articles. Book chapters, conference papers and articles not written in English were excluded from analysis. The preferred reporting items for systematic reviews and meta-analyses (PRISMA) guided the search, and Stieglitz and Dang-Xuan’s (2013) social media analytics framework was adapted to categorize methods reported in each article.

The research purpose of each study was identified and categorized to better understand the questions social media analytics were being used to address, as well as the frequency of each method’s use. Since 2014, rapid growth of social media analytics was observed, along with an expanded use of multiple analytic methods, including accuracy testing. These factors suggest an increased commitment to and competency in conducting comprehensive and robust social media data analyses. Improved use of methods such as social network analysis, comparative analysis and trend analysis is recommended. Consumer-review networks and social networking sites were the main social media platforms from which data were gathered; simultaneous analysis of multi-platform/sources of data is recommended to improve validity and comprehensive understanding.

This is the first systematic literature review of the application of social media analytics in hospitality and tourism research. The study highlights advancements in social media analytics and recommends an expansion of approaches; common analytical methods such as text analysis and sentiment analysis should be supplemented by infrequently used approaches such as comparative analysis and spatial analysis.

本文对酒店旅游学科中采用社交媒体数据分析的文献进行梳理。本文通过审阅其相关分析方法的文献来提出分析方法的改进策略。

样本数据包括过去18年中五个国际在线文献索引库中的文献。搜索通过标题、关键词、或者摘要中出现社交媒体数据分析等相关字样的文章。书章节、会议文章、以及非英文文章未被收录在索引中。系统回顾和文献综述的方法（PRISMA）指导本文文献索引, Stieglitz和Dang-Xuan（2013）社交媒体数据分析框架作为本文文献分类的方法。

本文汇报了每篇文献的研究目的以及系统归类以更好理解社交媒体数据分析的研究问题以及每种方法的使用频率。自2014年起, 社交媒体数据分析快速增长, 以及其他相关分析方法, 包括精度测试（accuracy testing）。这些结果表明更多全面、稳定的分析方法需求增强以及竞争激烈。本文推荐使用改良方法, 比如社交网络分析法、比较分析、趋势分析等。消费者评价网络和社交网站成为主要社交媒体网络数据的提供平台。本文推荐多源数据应该同步分析以提高有效性和全面性的理解。

本文是首篇酒店旅游领域中对社交媒体数据分析的系统文献回顾型文章。本文强调了社交媒体数据分析的先进性以及扩展其方法的全面性；常见分析方法比如文本分析和情感分析应该结合非常见的分析方法比如比较分析法和空间分析法进行系统分析。

关键词 – 关键词 对比分析, 情感分析, 用户原创内容,社交媒体分析, 主题模型, 空间分析, 文本分析文章类型 文献综述

This study explores the multi-phasic experience of festivals to understand the nature, purpose and degree of social media (SM) use before, during and after festival occurrence and how this may inform better engagement of attendees.

A census of tweets and posts from four festivals’ Twitter handles and Facebook accounts were coded and analyzed across three time points: one week prior, during and one week after the festival. They were coded on nature (e.g. conversational, promotional, informational), purpose (e.g. information-seeking, friendship/relationship) and presence of links, photos, etc. Tests for platform influences on usage were conducted.

In total, 1,169 tweets and 483 posts were captured. Two-thirds of SM activity occurred during the festivals, one-third pre-festival and minimal activity post festival. Temporal analyses found that while the purpose and nature of the message content varied across festival time points, this was often dependent on SM platform.

Festivals are not taking advantage of the multi-phase experience model and the utility of SM to maintain contact and encourage visitors to continue processing their experience after the festival. This lost opportunity has implications for re-patronizing behaviour and sponsor relationships.

Leung et al. (2013a) call for sector specific research to elucidate SM use in tourism. Festivals provide a unique environment of co-created experience. Findings suggest differential usage of SM across festival time frames and platforms that can be used to guide festival organizations’ SM communication to better engage its patrons.

Using a cross-cultural perspective, the purpose of this paper is to examine the effect of cultural difference and travel motivation on event participation and how cultural difference may influence the relationship between travel motivation and event participation. The paper highlights the importance of culture in tourism research.

The research was conducted by using a secondary data set (n=24,692) commissioned by Destination Canada (formerly the Canadian Tourism Commission). Both descriptive statistics (e.g. frequency analysis) and inferential statistics (e.g. hierarchical regressions) were calculated.

First of all, the results indicated that travel motivations and cultural difference can impact event participation. For example, those who were more motivated by knowledge and competence (e.g. knowing history and culture) were more likely to participate in art festivals and cultural events. Also, the research recognized that Asian-Canadians were more likely to visit ethnic or religious festivals than Anglo-Canadians, whereas Asian-Canadians were less likely to attend farmers’ market in comparison with Anglo-Canadians. Last, the effect of cultural difference can moderate the relationship between travel motivation and event participation.

These findings emphasize that travel motivations and cultural difference are key factors to be considered for festivals’ marketing. Particularly, the moderating effect of cultural difference reinforces that the important role played by culture for effective festival marketing should not be ignored. The research also provides valuable insights for destination managers who are interested in Asian markets. Moreover, using a secondary data set prepared by the Canadian Government largely increased the results’ representativeness, trustworthiness, and generalizability.

The purpose of this paper is to understand mobile device (MD) use in a festival context. Festivals offer a range of opportunities and activities to use a MD making this context ideal for understanding digital experiences during leisure. The guiding research question asked how do festival attendees use MDs at festivals. The Typology of Human Capability (THC) provided a framework to enhance the understanding of digital experiences at festivals.

This research involved six festival case studies where semi-structured interviews were conducted with attendees on-site. Interview questions focused on how festival attendees used MDs during the festival. Data were analyzed using directed content analysis guided by the THC.

On-site interviews with 168 attendees revealed that data support the THC dimensions and constructs (sensing, linking, organizing and performing). This typology advances the understanding of the range of digital customer experiences currently available at festivals.

The addition of context to the THC is recommended to enhance its utility in application. As a limited number of festivals were included, the specific findings may not apply to all festivals but the implications are relevant to a range of festivals.

Operational definitions of the THC constructs within the festival setting were identified and provide opportunities for developing digital experience offerings.

This study provided the first comprehensive examination of MD use in festival contexts and in so doing offered data in support of Korn and Pine’s (2011) THC. The findings reveal opportunities for modifying the THC to increase its applicability in a range of settings.

The Travel and Tourism Research Association‐Canada Chapter held its 27th annual conference in Niagara Falls, Canada, from 14‐16 October 2001, with the theme of optimizing destination development. This paper is a summary of the presentations and workshops. Aside from a research case study of the Niagara region, two keynote addresses and a final plenary session, the conference dealt with six sub‐themes: the environmental and human sides of optimization, innovations in destination development and marketing, challenges associated with them and, finally, the relationship between food, wine and tourism. Two workshops were held on the effective use of online surveys and on the process of developing a tourism optimization management model (TOMM), using Niagara Falls and knowledge gained from the research case study as a basis for building it.

The purpose of this paper is to examine the role of non-governmental organizations (NGOs) in home-stay arrangements in Ghana’s cultural city, Kumasi, and further assess NGO intermediation of home-stay from home-stay operators’ and international volunteer tourists’ perspectives.

A mixture of quantitative and qualitative approaches is used to target three main stakeholders of volunteer tourism including international volunteer tourists, home-stay operators, and local NGOs.

There are seven major roles played by volunteer NGOs in the home-stay arrangement. However, from operators’ perspective, NGOs may hinder the economic viability of home-stay through inadequate/low payment.

The study highlights the unexplored brokerage role of NGOs in volunteer tourism in home-stay intermediation and its implications for sustainable tourism.