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Graduate students often come to statistics courses with varying levels of motivation and previous academic preparation. Within the statistics education literature, there is a growing consensus to guide instructors who want to help their students gain the requisite statistical knowledge so they can conduct their own research and report their results accurately. Recommendations from the literature include using real data, showing worked-out example problems, and providing immediate feedback to allow students to reflect on the correct and incorrect decisions they made in their analyses. This chapter describes the use of expert decision models (EDMs) in two graduate-level statistics courses – multiple regression and structural equation modeling. Decision-Based learning is an effective way to support graduate students’ developing thinking about statistics. In both courses, the students encounter the EDM through a series of assignments which guides students through the process of specifying a statistical model, running that model in Statistical Package for the Social Sciences or Mplus, and interpreting the results. These assignments use real datasets whenever possible and are designed to expose students to various issues they may experience in their research (missing data, violations of assumptions, etc.) and to illustrate how an expert would have adapted to those issues to complete the analysis. The EDM, with its just-in-time, just-enough instruction, helps students navigate these obstacles through guided practice and allows them to develop the conditional knowledge to handle issues that will arise as they carry out their own research.

Building local capacity to protect public health and promote social justice with stigmatized populations disproportionately at risk of HIV infection is difficult regardless of context. The purpose of this paper is to document an international collaboration's approaches to integrate sexual rights and community legal education into two HIV online peer outreach and prevention (OPOP) programs in Chiang Mai, Thailand.

This paper documents an international collaboration's approaches to integrate sexual rights and community legal education into two HIV online outreach and prevention programs (OPOP) in Chiang Mai, Thailand. The project's goal was to increase access to justice alongside HIV prevention and education.

The paper illustrates how a clinical legal education (CLE) externship clinic can provide an opportunity for law students and advocates for justice to make an authentic contribution to assisting others, very different from themselves, in overcoming legal injustices in Thailand.

The paper argues that the CLE externship clinic provides a productive framework for designing e‐democracy initiatives with future lawyers and advocates for justice to achieve a greater understanding of and synergy with the dynamic relationships between academic knowledge and its practical application to the legal and justice issues that will arise in the diverse communities they may work in the future. Furthermore, the paper also argues, that to improve e‐democracy, equity and social justice, practitioners now need to acknowledge that technology is part of a suite of resources when it comes to HIV prevention and promoting human, legal and sexual rights, it is not simply the solution.

This study aims to use event system theory and job demands–resources (JD-R) model to examine the double-edged sword effect of event strength of Beijing Winter Olympics (BWO) on volunteers’ in-role performance and proactive behavior as mediated by work overload and meaningfulness.

The sample included 193 volunteer–leader dyads working at one BWO venue. The authors conducted a multitime and multisource study using Mplus 8 to examine the hypotheses.

Volunteers’ perceived BWO event strength was positively related to work overload, which reduced in-role performance and proactive behavior. Volunteers’ perceived BWO event strength was also positively related to work meaningfulness, which promoted in-role performance and proactive behavior. Perceived organizational support served as a moderator by mitigating the positive relationship between perceived BWO event strength and work overload; however, it did not strengthen the positive relationship between perceived BWO event strength and work meaningfulness.

This study developed a comprehensive model of how BWO event strength affected volunteers’ performance from the perspective of event system theory and the JD-R model, which enriches theoretical application and research in the context of mega sport events.

本研究运用事件系统理论和工作需求-资源(JD-R)模型, 探讨了2022年北京冬奥会（BWO）事件强度通过工作负荷和工作意义感知进而对志愿者角色内绩效和主动性行为的双刃剑效应。

我们在冬奥会场所之一实施了多时点、多来源的收集数据的方式, 最终样本包括193份志愿者-领导配对数据, 并使用Mplus 8来检验我们的假设。

志愿者感知的BWO事件强度与工作负荷呈正相关, 进而会降低他们的角色内绩效和主动性行为。志愿者感知的BWO事件强度与工作意义感也呈正相关, 进而会促进他们的角色内绩效和主动性行为。感知的组织支持通过弱化BWO事件强度与工作负荷之间的正相关关系, 进而调节了志愿者的角色内绩效和主动性行为; 然而, 感知的组织支持并没有强化BWO事件强度与工作意义感之间的正相关关系。

本研究结合事件系统理论和JD-R模型, 发展了一个BWO事件强度对志愿者绩效表现影响的综合模型, 丰富了有关大型体育赛事志愿者的理论应用和研究。

Este estudio utiliza la teoría del sistema de eventos y el modelo de demandas de trabajo-recursos (JD-R) para examinar el efecto de doble filo de la fuerza del evento de los Juegos Olímpicos de Invierno de Pekín (BWO) sobre el rendimiento en el rol y el comportamiento proactivo de los voluntarios, mediado por la sobrecarga laboral y la significatividad del trabajo.

Nuestra muestra incluyó 193 díadas de voluntarios-líderes que trabajaban en una sede de BWO. Realizamos un estudio multitemporal y multifuente utilizando Mplus 8 para examinar nuestras hipótesis.

La intensidad percibida por los voluntarios en los eventos de BWO también se relacionó positivamente con la significación del trabajo, que promovió el rendimiento en el rol y el comportamiento proactivo. Además, el apoyo organizativo percibido sirvió como moderador al mitigar la relación positiva entre la intensidad percibida del evento BWO y la sobrecarga de trabajo; sin embargo, no reforzó la relación positiva entre la intensidad percibida del evento BWO y la significatividad del trabajo.

Este estudio desarrolló un modelo integral de cómo la fuerza del evento BWO afectaba al rendimiento de los voluntarios desde la perspectiva de la teoría del sistema de eventos y el modelo JD-R, lo que enriquece la aplicación teórica y la investigación en el contexto de los megaeventos deportivos.

This study aims to examine the joint impact of customer mistreatment (external stressor) and team performance pressure (internal stressor) on employees’ proactive customer service performance (PCSP) using the stressor-emotion model.

The sample consisted of 220 employees and 54 branch leaders from a large restaurant chain in China. This study conducted a multi-time and multi-source design study using Mplus 7.4 to examine the hypotheses.

Customer mistreatment has a positive effect on employees’ emotional exhaustion, which further reduces PCSP. Team performance pressure strengthens the dysfunctional effect of customer mistreatment on emotional exhaustion, whereas leaders’ positive affective presence mitigates the negative relationship between emotional exhaustion and PCSP.

This study investigates how internal and external stressors jointly affect employees’ PCSP. Thus, it provides a comprehensive perspective of employee stress management and active service management for organization managers.

基于压力源-情绪模型, 本研究旨在了解客户不当对待（外部压力源）和团队绩效压力（内部压力源）如何共同影响员工的主动对客服务绩效。

我们的样本来自中国一家大型连锁餐厅的220名员工和54名分店负责人。我们进行了多时间和多来源设计, 并采用Mplus 7.4检验所有假设。

客户不当对待会导致员工情绪衰竭, 进而降低主动对客服务绩效。团队绩效压力加强了客户不当对待对员工情绪衰竭的消极影响,而领导者积极情感体现可以减弱员工情绪衰竭对其员工主动对客服务绩效的负面影响。

本文的贡献是全面探讨内部和外部压力源如何共同影响员工的主动对客服务绩效, 从而为组织管理者提供一个更全面的员工压力管理和主动服务管理的视角。

Este estudio examina el impacto conjunto de los abusos de los clientez (estresor externo) y la presión sobre el rendimiento del equipo (estresor interno) en el rendimiento proactivo del servicio al cliente (PCSP) de los empleados utilizando el modelo estresor-emoción.

Nuestra muestra está formada por 220 empleados y 54 jefes de establecimientos pertenecientes a una gran cadena de restaurantes de China. Realizamos un diseño multitemporal y multifuente con Mplus 7.4 para examinar todas las hipótesis.

Los abusos de los clientes tienen un efecto positivo sobre el agotamiento emocional de los empleados, lo que reduce aún más la PCSP. La presión sobre el rendimiento del equipo refuerza el efecto disfuncional del abuso de los clientes sobre el agotamiento emocional, mientras que la presencia afectiva positiva de los líderes mitiga la relación negativa entre el agotamiento emocional y la PCSP.

Este artículo contribuye a investigar cómo los factores estresantes internos y externos afectan conjuntamente a la PCSP de los empleados. Proporciona una perspectiva más completa de la gestión del estrés de los empleados y de la gestión activa de los servicios para los directivos de las organizaciones.

Based on affective events theory (AET), this study aims to construct a moderated sequential mediation model to explore the pathways of organizational climate on workplace conflict and subsequent counterproductive work behaviour (CWB).

This study collected data from 1,035 respondents in a large state-owned enterprise located in Beijing, China. And this study used Mplus 8.3 to test the model fit, then tested the eight hypotheses using Mplus 8.3 to verify the mediating effects of workplace conflict and psychological well-being and the moderating effect of emotional stability.

Results indicated that: organizational climate is more likely to produce individual-oriented CWB (CWB-I) under the mediating effect of workplace conflict and the chain mediation of workplace conflict and psychological well-being, and emotional stability moderates the relationship between workplace conflict and psychological well-being, workplace conflict and CWB-I, but it has no moderating effect on the relationship between workplace conflict and organizational-oriented CWB (CWB-O).

This study puts forward a relatively complete theoretical framework, expands the application scope of AET and sheds new light on the intervening process that explains how organizational climate influences CWB-I and CWB-O, which enriches the literature in the two fields.

This study aims to provide researchers in hospitality management with a comprehensive understanding of the experience sampling method (ESM) and to engage them in the use of ESM in their future research. With this critical discussion of the advantages and challenges of the method, researchers can apply it appropriately to deepen and broaden their research findings.

This study chooses an empirical example in the context of hotel employees’ surface acting, tiredness and sleep quality to illustrate the application of ESM. Based on the example, this paper conducts a two-level modeling in Mplus, including a cross-level mediation analysis and mean centering.

This paper demonstrates the applicability and usefulness of ESM for hospitality research and provides a detailed demonstration of how to use the statistical program Mplus to analyze ESM data. With this paper, researchers will be able to consider how to engage ESM in their future studies.

To the best of the authors‘ knowledge, this paper is among the first to provide a hands-on demonstration of ESM to hospitality researchers. The authors call for more research in hospitality management to use ESM to answer complex and pressing research questions.

The present study aims to revalidate a measurement scale for organizational learning capability in the context of university faculty members. This is a particularly relevant context because it deals with knowledge‐intensive services. Following Chiva et al., organizational learning capability was conceptualized as a second factor construct including five dimensions: experimentation, risk taking, interaction with the external environment, dialogue and participative decision making.

Data were collected from the Instituto Tecnológico de Costa Rica, a leading university in Costa Rica. The survey was addressed to faculty members. A total of 795 valid questionnaires were obtained. Using confirmatory factor analysis, the construct measurement model was tested and the scale was validated.

The results show the internal consistency and the satisfactory factorial structure of the scale within the context of knowledge‐intensive services.

This validation of organizational learning capability measurement instruments has considered cultural differences (Spain vs Costa Rica), sectorial differences (industrial vs services), and the different educational background distribution of the sample. Another contribution of our study is the consideration of the non‐independence of observations through the complex Mplus method, since the samples in human resource research are affected by multilevel influences.

This paper aims to introduce the psychological variable of “social distance” and use SEM to analyze the relationship between tourism service providers’ physical attractiveness (SPPA) and tourists’ perceptions of social distance, stereotypes and service quality.

The data collectors were instructed to convenience sampling tourists in Guangzhou Chimelong Tourist Resort, the biggest resort in South China and 334 valid questionnaires were collected. This study used CFA to confirm the measurement model and to check the reliability and validity of the constructs. Using Mplus 7.0, SEM was performed to test the hypotheses of this study.

The study found that tourism SPPA can improve tourists’ stereotype perception by reducing the social distance between tourists and service providers, which ultimately improves service quality. This study also found that only warmth perception can significantly improve the service quality evaluation of tourists, with competence perception having no significant effect.

This study focused on the SPPA in tourism services, expanding the research on tourism service management and on the effect of physical attractiveness; enriched the stereotype content model and behaviors from intergroup affect and stereotypes map by clarifying the mediating role of social distance and stereotypes; found different roles played by the competence and warmth stereotype in the enhancement effect; helped find an insightful strategy to improve service quality by recruiting and training employees intentionally.

旅游服务人员的外貌吸引力与顾客服务质量评价：热情与能力同等重要吗？

本文的目的在于利用结构方程模型验证旅游服务人员的外貌吸引力、旅游者感知社会距离与服务质量感知之间的关系, 并为如何提升旅游服务质量提出建议。

研究使用方便抽样的方式在广州长隆旅游度假区共回收有效问卷334份。本文使用Mplus 7.0对研究模型进行了检验。

研究结果表明, 旅游服务人员的外貌吸引力可以通过拉近其与旅游者之间的社会距离, 从而能够提升旅游者对其的热情和能力刻板印象, 进而提升旅游者服务质量感知。本文还发现热情和能力刻板印象的重要性有所不同, 只有后者能够显著提升旅游者服务质量感知。

第一, 本研究从一线旅游服务人员的外貌吸引力因素视角, 推进了旅游服务管理和外貌刻板印象的相关研究。第二, 本文还通过厘清社会距离和刻板印象的中介作用, 丰富了SCM和BIAS map理论。第三, 本文发现了热情和能力刻板印象在提升服务质量感知过程中的不同作用。

关键词：外貌吸引力, 社会距离, 刻板印象, SCM, BIAS map, 服务质量

文章类型： 研究型论文

El atractivo físico de los prestadores de servicios turísticos y la evaluación de la calidad del servicio de los clientes: ¿qué es más importante, la calidez o las competencias?

El objetivo de este artículo es introducir la variable psicológica del “distanciamiento social” y utilizar un modelo de ecuaciones estructurales para analizar la relación entre el atractivo físico de los prestadores de servicios turísticos y la percepción de los turistas sobre el distanciamiento social, estereotipos y la calidad del servicio.

Los recopiladores de datos recibieron instrucciones de tomar muestras de turistas a conveniencia en el centro turístico de Guangzhou Chimelong, el centro turístico más grande del sur de China. Se recolectaron 334 cuestionarios válidos. Este estudio utilizó el AFC para confirmar el modelo de medición y verificar la confiabilidad y validez de los constructos. Para probar las hipótesis de este estudio, se elaboró un modelo de ecuaciones estructurales utilizando Mplus 7.0.

En este estudio se encontró que el atractivo físico de los prestadores de servicios turísticos puede mejorar los estereotipos de los turistas, reduciendo el distanciamiento social entre los turistas y los prestadores de servicios y a la vez, en última instancia, formar una mayor calidad del servicio. En este estudio también se encontró que, en dos estereotipos, la percepción de la calidez y de las competencias, solo el último puede mejorar significativamente la evaluación de la calidad del servicio por parte de los turistas. No existe una relación significativa entre la percepción de la calidez y la evaluación de la calidad del servicio.

En primer lugar, este estudio se enfocó en el atractivo físico del personal de primera línea que presta los servicios turísticos, ampliando la investigación a la gestión de los servicios de turismo y el efecto del atractivo físico. En segundo lugar, este estudio enriqueció el SMC y el mapa BIAS al aclarar el rol mediador del distanciamiento social y los estereotipos. En tercer lugar, en este estudio se encontraron los diferentes roles que juegan el estereotipo de las competencias y el de la calidez en la relación entre el atractivo físico y la calidad del servicio.

Atractivo físico, distanciamiento social, estereotipos, SMC, mapa BIAS, calidad del servicio

This study aims to understand the mechanisms through which workplace spirituality affects employees’ entrepreneurial behavior. It proposes and tests a mediation model in which psychological ownership (PO), a feeling of ownership regardless of legal ownership, mediates the relationship between workplace spirituality and employees’ entrepreneurial behavior.

An empirical analysis was conducted with survey data collected from 351 postgraduate students who were also currently working. Structural equation modeling was applied to test the study hypotheses using Mplus software.

Workplace spirituality is associated with employees’ entrepreneurial behavior, and PO fully mediates this relationship. The findings highlight that PO is the missing link that connects workplace spirituality and employees’ entrepreneurial behavior.

This study offers organizations a new insight by showing that PO plays a key role in contributing to the entrepreneurial behavior of employees who consider themselves spiritual.

The mechanism for the relationship between workplace spirituality and employees’ entrepreneurial behavior is explained.

The aim of the research is to analyze sustainability in energy companies in terms of financial innovation, innovation strategy and organizational innovation.

The analysis of this research was done by using the Mplus 7 package program, and the research model was tested using the existing latent variables and their expressions. Data from 298 administrative staff (white collar) working in companies operating in the energy sector were analyzed.

Both independent and mediation effects of financial innovation and innovation strategy positively affect sustainability performance. Therefore, it can be concluded that in order for sustainability performance to be positive, importance should be given to financial innovation, innovation strategy and organizational innovation activities.

As the data were collected from energy companies in this research, it is not correct to generalize the evaluations. Therefore, in terms of the limitations of the research, the sector and sample size should be taken into account in future studies.

This research conducted in energy companies focuses on the importance of sustainability and has a unique value in the literature as the data is collected and analyzed from white-collar employees.