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The purpose of this paper is to test if and how interactive thematic maps can encourage the formation of tourists' perceptual maps of attractions in a destination.

Data were derived from 365 online trip planners generated by users of the Amish Country web site from 1 August 2007 to 31 July 2008. Given the nature of the data set, network analysis techniques were used to analyze the data.

Network analysis findings demonstrate that the things to do (TTD) included in the interactive Heritage Trail map were more frequently bundled together in the saved trip plans than TTDs included in other sections of the web site. Further analysis suggests that some additional non‐Heritage TTDs could be included in the Heritage Trail map due to their perceptual proximity.

The findings provide evidence that interactive maps on web sites can play an important role in tourists' planning behavior, which has significant implications for online tourism marketing. The findings also provide insights as to how online behavioral data can be used to derive marketing intelligence.

This study contributes to the theoretical development of the role of interactive maps in travel planning and also illustrates the usefulness of network analysis for investigating tourism‐related issues.

This study aims to empirical tests an integrated framework of third-party travel apps usage antecedents (system quality, information quality, service quality and user engagement) and its consequences (satisfaction, apps love and behavioral intentions).

A quantitative research design was used, purposively interviewing 551 users of predetermined third-party travel apps. The data was analyzed using partial least squares-structural equation modeling.

The study found that system quality did not significantly impact user engagement, suggesting that users may prioritize content and service over technical features. Both information quality and service quality were positively linked to user engagement, confirming that users are more engaged when app content is relevant and service is adequate. Additionally, higher user engagement led to greater app satisfaction and love, positively influencing users’ behavioral intentions, such as continued use and recommendations.

The results highlight the importance of content and service quality over system features in driving user engagement with smartphone apps. This suggests developers should focus on delivering high-quality information and excellent service to foster user satisfaction and emotional attachment to the app.

The study suggests a shift in focus from technical features to content relevance and service effectiveness, highlighting that users may prioritize these aspects over technical aspects when engaging with an app. This could challenge conventional assumptions about the importance of system quality in user engagement.

本研究实证测试了一个综合框架, 分析第三方旅行应用使用的前因（系统质量、信息质量、服务质量和用户参与）及其后果（满意度、应用依赖和行为意图）。

采用定量研究设计, 有目的地访谈了551位预定的第三方旅行应用用户。数据通过偏最小二乘结构方程模型（PLS-SEM）进行分析。

研究发现, 系统质量对用户参与没有显著影响, 表明用户可能更关注内容和服务而非技术特性。信息质量和服务质量均与用户参与呈正相关, 证实用户在应用内容相关性高且服务得当时更具参与度。此外, 更高的用户参与度提升了应用满意度和依赖性, 进而正向影响用户的行为意图, 如持续使用和推荐。

结果强调了内容和服务质量在推动智能手机应用用户参与中的重要性, 相较于系统特性, 开发者应关注提供高质量信息和优质服务, 以提升用户满意度和对应用的情感依赖。

本研究表明, 用户在应用使用中可能更关注内容的相关性和服务的有效性, 而非技术特性, 这挑战了系统质量对用户参与重要性的传统假设。

This study aims to review recent conceptualizations and theories of organizational citizenship behaviour (OCB) and its role in the energy transition from Malaysia’s perspective. It examines how factors of OCB, such as individual values, attitudes, motivations, leadership style, organizational culture and policies, affect the energy transition process. The research findings have implications for future studies on energy transition, highlighting the role of OCB in shaping the country’s strategies, addressing challenges and contributing to the transition process.

This study conducts a narrative review of past literature and documents OCB in the context of energy transition; factors influencing OCB (individual, organizational and external factors); OCB in the context of energy transition; and insights into energy transition in Malaysian organizations.

This study finds support in the literature for the impact of OCB on energy transition efforts from the Malaysian perspective. OCB, which extends beyond formal role expectations, can significantly support the effective implementation of energy policies and contribute to organizational objectives. By encouraging OCB within organizations, Malaysia can facilitate the adoption of renewable energy and energy efficiency practices, thereby playing a crucial role in reducing dependence on fossil fuels and advancing the energy transition, instilling hope for a more sustainable future.

This study encourages future research to explore the relationship between discussed variables and their impact on OCB, which is crucial for organizational policies aimed at advancing the energy transition in Malaysia. These findings contribute to the growing body of knowledge on OCB within the context of energy transition and provide a foundation for further related research.