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Radical changes in consumer habits induced by the coronavirus disease (COVID-19) pandemic suggest that the usual demand forecasting techniques based on historical series are questionable. This is particularly true for hospitality demand, which has been dramatically affected by the pandemic. Accordingly, we investigate the suitability of tourists’ activity on Twitter as a predictor of hospitality demand in the Way of Saint James – an important pilgrimage tourism destination.

This study compares the predictive performance of the seasonal autoregressive integrated moving average (SARIMA) time-series model with that of the SARIMA with an exogenous variables (SARIMAX) model to forecast hotel tourism demand. For this, 110,456 tweets posted on Twitter between January 2018 and September 2022 are used as exogenous variables.

The results confirm that the predictions of traditional time-series models for tourist demand can be significantly improved by including tourist activity on Twitter. Twitter data could be an effective tool for improving the forecasting accuracy of tourism demand in real-time, which has relevant implications for tourism management. This study also provides a better understanding of tourists’ digital footprints in pilgrimage tourism.

This study contributes to the scarce literature on the digitalisation of pilgrimage tourism and forecasting hotel demand using a new methodological framework based on Twitter user-generated content. This can enable hospitality industry practitioners to convert social media data into relevant information for hospitality management.

2019冠狀病毒病引致消費者習慣有根本的改變; 這些改變顯示，根據歷史序列而運作的慣常需求預測技巧未必是正確的。這不確性尤以受到大流行極大影響的酒店服務需求為甚。因此，我們擬探討、若把在推特網站上的旅遊活動視為聖雅各之路 (一個重要的朝聖旅遊聖地) 酒店服務需求的預測器，這會否是合適的呢?

本研究比較 SARIMA 時間序列模型與附有外生變數 (SARIMAX)模型兩者在預測旅遊及酒店服務需求方面的表現。為此，研究人員收集在推特網站上發佈的資訊，作為外生變數進行研究。這個樣本涵蓋於2018年1月至2022年9月期間110,456個發佈資訊。

研究結果確認了傳統的時間序列模型，若涵蓋推特網站上的旅遊活動，則其對旅遊需求方面的預測會得到顯著的改善。推特網站的數據，就改善預測實時旅遊需求的準確度，或許可成為有效的工具; 而這發現對旅遊管理會有一定的意義。本研究亦讓我們進一步瞭解朝聖旅遊方面旅客的數碼足跡。

現存文獻甚少探討朝聖旅遊的數字化，而本研究不但在這方面充實了有關的文獻，還使用了一個根據推特網站上使用者原創內容嶄新的方法框架，進行分析和探討。這會幫助酒店從業人員把社交媒體數據轉變為可供酒店管理之用的合宜資訊。

In general, it is believed that firms belonging to the high technological intensity stratum have a more innovation capability. However, evidence has begun to appear in the literature demonstrating that firms in the low-tech stratum also have the innovation capability. This paper seeks to solve this dilemma. Through an analysis of industrial firms in an emerging country, this study aims to identify the existence of innovation capability in all strata of technological intensity.

The authors empirically assessed the impact of innovation capability on the performance of firms in all strata of technological intensity. The authors studied a sample of 910 firms from different industries and technology intensities operating in Peru, by applying a partial least squares structural equation model (PLS-SEM).

This study obtained three important findings. First, the authors show that innovation capability is present in all strata of technological intensity. Second, innovation capability differs according to the technological stratum. Third, firms in the lowest technological stratum can use more capabilities than those in the other strata.

This study pioneers the empirical analysis of innovation capability and technological intensity simultaneously to verify that innovation capability exists in the four strata of technological intensity.

Within international human resources management scholarship, the importance of trust for good employee relations is well-recognized. This paper aims to deepen understanding of extant intercultural communication (IC) studies on trust, with practical implications for globalizing organizations, by surfacing particularities of a developed Asia (Japanese) subsidiary in developing Asia (Thailand). It thereby contributes to the United Nations Sustainable Development Goals on International Partnerships (UN SGD 17) and decent work (UN SDG 8).

The paper draws on first-hand interviews with Thai executives of varying responsibilities at a Japanese manufacturer to understand how IC can lead to trust failure in globalizing organizations. It follows a subjectivist, social constructivist epistemology to deepen understanding.

The findings break ground toward an innovative understanding of how Thai executives’ expectations might be betrayed, by surfacing a novel conceptualization of trust failure.

Research is limited to the case examined and the limitation is recognized within the paper. This paper offers an important theoretical refinement – a novel understanding and contribution to how trust might falter.

The findings have important practical implications for international organizations to be wary of power (and especially inequalities), insecurity and the resultant need for empathetic interpersonal relations in Thailand. Similar insights could be potentially relevant in other developed–developing Asia dyadic contexts as well because of the broad-based design of the current case study. Recommendations for staff selection are offered.

The study directly relates to global society’s sustainability objectives, especially decent work that targets a safe working environment for all.

The paper offers in-depth original insights into individual business executives’ values for trust creation in intercultural international organizations. It addresses the paucity of lived experience accounts of trust “failures” in Developed-Developing Asia contexts, valuable to realizing UN SDG 17 that pertains to international partnerships.

This study intends to reveal the existing research stream and predict future research avenues for lean healthcare (LH). This paper analyzes the progress of LH research and identifies key trends, research gaps and future directions. By mapping the knowledge structure, the study offers insights into the effects of LH on healthcare efficiency, patient care and organizational performance.

The review used the bibliometric approach, involving 319 journal articles retrieved from the Web of Science database. Two science mapping approaches (i.e. bibliographic coupling and co-word analysis) were performed to investigate the current knowledge structure and future research direction in LH.

The current research trend in LH focuses on developing frameworks and strategic implementation by considering critical determinants and decision-making strategies. In the future, the research on LH will emphasize the holistic frameworks and efficient strategies for healthcare excellence, along with strategies to overcome barriers to its implementation.

This study will benefit researchers and practitioners by advancing their understanding and applying LH principles.

This study provides valuable practical implications for healthcare managers to navigate the complexities of lean implementation, optimize processes and drive sustainable improvements in the healthcare context.