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This study aims to explore the success factors of tourism performing arts (TPA) programs by analyzing a large data set of online reviews.

A total of 195,230 reviews from Ctrip.com were collected and preprocessed. A deep learning method was leveraged to estimate the similarity between words. Then, regression analysis was conducted to determine success factors.

This study extracted four positive and two negative factors affecting tourist satisfaction with tourism performance arts. The results demonstrate that the tourists paid the most attention to the traditional Chinese cultural aspects, audiovisual effects and the actors’ performing enthusiasm.

Despite this study’s large data set, the focused was only on Chinese reviews. It would be useful and interesting to compare the success factors of tourism performance arts programs offered in different countries.

The study findings can contribute to the development of TPA programs to attract tourists to travel destinations.

This study demonstrates that analyzing online reviews of TPA through text mining technology is an effective method of understanding tourist satisfaction.

在线点评分析探析旅游演艺成功因素

本研究旨在通过分析大型在线评论数据集来探索旅游表演艺术项目的成功因素。

共收集和预处理来自携程网的 195,230 条评论。利用深度学习方法来估计单词之间的相似性。然后, 进行回归分析以确定成功因素。

本研究提取了影响游客对旅游表演艺术满意度的四个积极因素和两个消极因素。结果表明, 游客最关注中国传统文化方面、视听效果和演员的表演热情。

尽管我们的数据集很大, 但它只关注中文评论。比较不同国家提供的旅游表演艺术项目的成功因素将是有用和有趣的未来研究方向。

研究结果有助于发展旅游表演艺术项目, 以吸引游客前往旅游目的地。

研究表明, 通过文本挖掘技术分析旅游表演艺术的在线评论是了解游客满意度的有效方法。

Internet-based business-to-business electronic procurement (B2B e-procurement) systems are rapidly becoming the primary platform for interorganizational transactions and the delivery of products and services in the travel and tourism industries. Therefore, the purpose of this study is to investigate the critical success factors (CSFs) and implementation strategies for B2B e-procurement systems in travel agency supply chains.

This study developed a multifaceted evaluation framework that draws on the relevant literature and the technology–organization–environment framework. The CSFs underlying B2B e-procurement adoption were identified using hybrid criteria decision-making methods. Purposive sampling was used, and 49 valid questionnaires were obtained from retail travel agencies in Taiwan.

The results reveal that the top four CSFs are system stability, system reliability, sales dynamics and product line availability. By focusing on these CSFs, travel wholesalers can most effectively allocate their limited resources to provide an extensive range of products and services to their clients, improve e-procurement services and enhance interorganizational collaboration in travel agency supply chains.

This study developed a multifaceted evaluation framework and identified four CSFs to assist in the adoption of B2B e-procurement systems in travel agency supply chains.

基于 Internet 的企业对企业电子采购（B2B 电子采购）系统正迅速成为旅行和旅游业中组织间交易以及产品和服务交付的主要平台。 因此, 本研究的目的是调查旅行社供应链中 B2B 电子采购系统的关键成功因素 (CSF) 和实施策略。

本研究开发了一个多方面的评估框架, 该框架借鉴了相关文献和技术-组织-环境框架。 采用混合标准决策 (MCDM) 方法确定了采用 B2B 电子采购的 CSF。 采用有目的的抽样方式, 共从台湾零售旅行社获得49份有效问卷。

结果显示, 排名前四的 CSF 是系统稳定性、系统可靠性、销售动态和产品线可用性。 通过关注这些 CSF, 旅游批发商可以最有效地分配其有限资源, 为其客户提供范围广泛的产品和服务, 改善电子采购服务, 并加强旅行社供应链中的组织间协作。

本研究开发了一个多方面的评估框架, 并确定了四个 CSF, 以协助在旅行社供应链中采用 B2B 电子采购系统。

Traditional payment systems based on cash and bank cards are being replaced by new innovative formats. This research analyzes the success factors in the adoption by customers of Bizum, a peer-to-peer (P2P) mobile payment system widely used in Spain. This study proposes a theoretical framework based on the Stimulus–Organism–Response (S-O-R) model and includes the analysis of the moderating effect of perceived risk and the mediating effect of perceived trust.

To achieve the proposed objectives, an online questionnaire was administered to 701 Spanish smartphone users, potential users of the proposed P2P payment systems.

The results show that perceived usefulness is the most important predictor of intention to use. Additionally, a medium predictive relevance performance of the proposed model is found.

This research contributes to a more holistic understanding of the adoption of P2P payment systems and provides new business opportunities that companies can exploit through the use of this technology.

以現金和銀行卡為基礎的傳統支付系統、正被嶄新而又富創意的模式取代。本研究擬分析驅使消費者使用Bizum的成功因素 (Bizum 是一個在西班牙得到廣泛使用的P2P移動支付系統) 。本研究以刺激-有機體-反應模型為基礎, 建議了一個概念框架;研究亦擬分析感知風險的調節作用, 以及感知信任的中介效應。

為達研究目標, 研究人員處理了701名西班牙智慧型手機使用者回答的網上問卷, 這些使用者是本研究提出的P2P支付系統的潛在用戶。

研究結果顯示、感知有用性是消費者會否使用P2P支付系統最重要的預測因素。研究結果亦顯示、本研究建議的概念框架的預測能力水平屬中等。

本研究使我們對驅使消費者使用P2P支付系統的因素更全面地了解;研究也使企業可透過使用這技術, 為自己創造新的商機。

Research on service innovation management of online travel agencies (OTAs) remains relatively scarce. This study aims to illuminate the detailed components of managing service innovations at OTAs.

An in-depth case study is conducted at Trip, the largest OTA in China. A coherent framework of managing service innovations at OTAs is proposed through refining an existing framework from new service development (NSD), and concerning the success factors of service innovation. Based on theoretical synthesis and empirical analysis, the NSD framework is adapted, restructured and refined for service innovation management at OTAs.

The proposed framework contains three facets and associated managerial elements: (1) resources, including stakeholders, technologies and systems; (2) contexts, including innovation strategy, structure and culture; and (3) ideation, including idea generation and idea application. Different success factors are attached to the managerial elements. The facets, managerial elements and success factors serve as the components in the framework.

This study provides academia with an analytical framework to understand and interpret service innovation management at OTAs, which can be used as a point of departure for future research.

The analytical framework inspires OTA managers to adopt a structured approach in service innovation management, and policymakers to design related interventions.

This study offers a first step toward the investigation of service innovation management at OTAs, specifically in China. The proposed framework is potentially applicable to other industries.

目前关于在线旅行社(OTA) 的服务创新管理的研究相对贫乏。本研究旨在阐明OTA的服务创新管理的具体元素。

本研究以携程网（中国最大的在线旅行社）为对象进行深入案例分析。通过改善已有的基于新服务开发;理论（NSD）, 以及综合服务创新成功要素的理论框架从而提出一项连贯的服务创新管理理论框架。基于理论综合以及实证分析，本研究改编，整合和改善了NSD理论框架从而为在线旅行社的服务创新管理框架所适用。

被提议的理论框架包括三个层面以及相关管理元素：1） 资源，包括利益相关者，科技和系统；2）应用环境，包括创新战略，结构和文化；以及3）构思能力，包括概念生成，概念应用。管理元素与不同的成功要素相结合。这些层面，管理元素和成功因素作为提出框架的组成部分。

本研究为学术领域提供了分析框架，从而进一步了解和诠释了在线旅行社的服务创新，从而作为今后研究的起点。

本分析框架促使在线旅社管理者在服务创新中借用更加结构化的方法，并且鼓励政策制定者来设计相关的干预措施

本研究提供了在中国的环境下迈向在线旅社服务创新的第一步。提议的框架对其他产业也存在潜在贡献。

With the diffusion of innovation theory (DOI) and theory of planned behaviour (TPB) as the guiding theoretical perspectives, this research aims to identify the factors motivating user attitudes and in-app purchase intentions (IAPIs). The moderating impact of user inertia towards TPB constructs was also explored.

A total of 500 responses were received via an online survey fielded from July to October 2021. The data were then analysed using partial least square structural equation modeling (PLS-SEM).

The results indicated that attitudes towards travel app shopping were predominantly determined by perceived relative advantages, compatibility and complexity. Findings also suggested that IAPIs are positively influenced by attitudes, communicability and perceived behavioural control and are moderated by user inertia.

A holistic framework integrating theoretical foundations from two disciplines (information systems and psychology) was designed to explain factors motivating user intentions to purchase travel products and services from apps. This research found a missing link in previous studies by showing the indirect role of attitudes that bridges the DOI and TPB and the importance of inertia as a key boundary condition.

智能手机上的旅游应用程序购物：了解影响旅游应用程序内购买意愿的成功因素

摘要

本研究以创新扩散理论 (DOI) 和计划行为理论 (TPB) 作为指导性的理论视角, 确定了激发用户态度和旅游应用程序内购买意愿的因素。还探讨了用户惯性对 TPB 结构的调节影响。

在 2021 年 7 月至 2021 年 10 月进行了在线调查, 共收到 500 份回复。然后使用偏最小二乘结构方程建模对数据进行分析。

结果表明, 对使用旅游应用程序购物的态度主要由感受到的相对优势、兼容性和复杂性决定的。研究结果还表明, 旅游应用程序内购买意愿受到态度、可传播性和感知行为控制的积极影响, 并受到用户惯性的调节。

一个整合了来自两个学科（信息系统和心理学）的理论基础的整体框架旨在解释激发用户从应用程序购买旅游产品和服务的意愿因素。这项研究通过展示态度在DOI 和 TPB之间的间接作用以及惯性作为重要的边界条件, 发现了先前研究中缺失的环节。

Compras de aplicaciones de viajes en los móviles: Comprendiendo los factores de éxito que influyen en las intenciones de compra de las aplicaciones de viaje

Resumen

Con la teoría de la difusión de la innovación (DOI) y la teoría del comportamiento planificado (TPB) como perspectivas teóricas de análisis, esta investigación identifica los factores que motivan las actitudes de los usuarios y las intenciones de compra dentro de las aplicaciones. También se exploró el impacto moderador de la inercia del usuario hacia las construcciones TPB.

Se recibieron un total de 500 respuestas a través de una encuesta en línea realizada entre julio y octubre de 2021. Los datos se analizaron utilizando el modelo de ecuaciones estructurales de mínimos cuadrados parciales.

Los resultados indicaron que las actitudes hacia la compra de aplicaciones de viajes estaban determinadas predominantemente por las ventajas relativas percibidas, la compatibilidad y la complejidad. Mientras, los hallazgos también sugirieron que las intenciones de compra en la aplicación están influenciadas positivamente por las actitudes, la comunicabilidad y el control del comportamiento percibido, y son moderadas por la inercia del usuario.

Se diseñó un marco holístico que integra los fundamentos teóricos de dos disciplinas (sistemas de información y psicología) para explicar los factores que motivan las intenciones de los usuarios a la hora de comprar en las aplicaciones móviles productos y servicios turísticos. Esta investigación encontró un gap en estudios previos al mostrar el papel indirecto de las actitudes que unen a la teoría de la difusión de la innovación (DOI) y la teoría del comportamiento planificado (TPB), y la importancia de la inercia como una condición límite clave.