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It is easier to assume that educated older adults will find digital gadgets or the Internet as simple to use as the young generation does. However, it is not as simple as that. The generation that was not born into the digital world but has had to make an effort to learn to use digital technologies during their middle or late middle age is referred to as Digital Immigrants (DIs). Most of these individuals were forced to adapt to information technologies due to environmental pressure to survive and thrive at their workplace. The objective of this study is to investigate if the proposed "digital divide" that differentiates digital immigrants from digital natives (DNs) exists among e-commerce users in India, and if so, are digital immigrants less likely to adopt and use e-commerce services? Data was collected through a self-administered survey questionnaire from 432 Indian Internet users aged 19 to 65. Multigroup structural equation modeling analysis (M-SEM) of data revealed that DIs and DNs perceive e-commerce services differently. Though digital immigrants find e-commerce services challenging to use, their higher perception of its usefulness propels them to adopt and use e-commerce. This study contributes to the existing body of literature by extending our understanding of the technology adoption behavior of digital immigrants. The study's implications and the scope for future research are discussed at the end of the article. Plain language summary: Purpose: The purpose of this study is to investigate if the proposed "digital divide" that differentiates digital immigrants from digital natives (DNs) exists among e-commerce users in India, and if so, are digital immigrants less likely to adopt and use e-commerce services? Method: Data was collected through a self-administered survey questionnaire from 432 Indian Internet users aged 19 to 65. Multigroup structural equation modeling analysis was used to investigate the proposed hypotheses. Conclusion: Digital immigrants and digital natives differ in their approaches toward e-commerce adoption and use. Implication: Though digital immigrants find e-commerce services challenging to use, their higher perception of its usefulness propels them to adopt and use e-commerce. Limitation: Studies in the past pointed out that the digital divide and generational cohorts cannot be defined merely based on the year of birth. It should be based on a complex mix of shared experiences, life events, and socioeconomic developments during individuals' growing-up years. Hence, rather than seeing the difference between "digital natives and digital immigrants" as a rigid dichotomy based on age, we should have used the "Technology Readiness Index (TRI)" scale developed by Parasuraman or Digital Natives Assessment Scale (DNAS) to distinguish digital immigrants from digital natives. [ABSTRACT FROM AUTHOR]

The COVID-19 pandemic has led to an unprecedented shift towards online learning, compelling university students worldwide to engage in self-directed learning within remote environments. Despite the increasing importance of online education, the factors driving students' motivation for self-directed online learning, particularly those involving economic incentives, have not been thoroughly explored. This study aims to address this gap by analyzing large-scale data collected from 19,023 university students across China during the pandemic. Using mixed Bayesian networks and multigroup structural equation modeling, the study explores the complex relationships between personal characteristics, academic characteristics, the academic environment, and students' motivation for self-directed online learning. The results reveal significant associations between online self-directed learning motivation and personal characteristics. such as gender and age, academic characteristics, such as education level and learning incentives, and the geographic location of the school within the academic environment. Moreover, the causal relationship between school location and online self-directed learning motivation varies by gender and educational level. This research not only provides new empirical support for the theoretical framework of online learning motivation but also contributes to the broader fields of educational psychology and online learning research. [ABSTRACT FROM AUTHOR]

Unintentional injuries pose a significant risk to children in early years globally. In particular, toddlers and preschoolers are vulnerable to injuries that occur at home. Despite the availability of preventive measures that can greatly reduce the risks of domestic injuries, some caregivers (e.g., parents) of children in early childhood may not fully implement these safety measures due to poor behavioral adherence or low awareness of the risk of domestic injury. Therefore, it is crucial to understand how caregivers in different cultural contexts approach injury prevention in the home environment. In this multi-cultural study, we investigated the motivational and belief processes underlying childhood domestic injury prevention among a total of 2059 primary caregivers (parents/guardians) of infant and toddlers (aged 2 to 6 years) across four societies, Australia (AU; N = 500), the United States (US; N = 500), Singapore (SG; N = 507), and Hong Kong (HK; N = 552), by applying the integrated model of self-determination theory (SDT) and theory of planned behavior (TPB). Our results support the key tenets of the integrated model and demonstrated cultural invariance model pathways across the four societies studied. In particular, the positive relationships among psychological need support, autonomous motivation, socio-cognitive beliefs, intention, and behavior adherence remained constant across societies. With a multi-cultural sample, this study provides valuable insights into the similarities and differences in motivation and beliefs surrounding childhood domestic injury prevention across these four societies. [ABSTRACT FROM AUTHOR]

Introduction: This study aimed to analyze the role of job involvement as a mediator in the relationship between tennis coaches' perceived organizational justice and their intention to leave, considering the unique professional context and demands of tennis coaching. Additionally, it sought to identify any generational differences in this model. The research categorizes perceived organizational justice into procedural and distributive justice, and job involvement into job attachment and job commitment. Methods: The study incorporated data from 201 coaches working at commercial tennis facilities nationwide. Perceived organizational justice and job involvement were measured using validated scales. The mediation model was tested using structural equation modeling (SEM), and a multi-group analysis was conducted to identify generational differences. Results: Results indicated that job involvement partially mediated the relationship between perceived organizational justice and turnover intentions, with distributive justice having a stronger total effect. The multi-group analysis revealed generational variances: distributive justice influenced turnover intentions more among the MZ generation, while procedural justice had a greater impact on the older generation. Discussion: These findings offer valuable insights for commercial tennis facilities aiming to reduce turnover and manage generational conflicts. Understanding the differential impacts of procedural and distributive justice on various generations can help tailor strategies to enhance organizational operation and employee retention. Conclusion: The study highlights the importance of perceived organizational justice and job involvement in influencing tennis coaches' turnover intentions. The generational differences observed suggest that targeted interventions based on generational characteristics can be effective in reducing turnover and improving organizational stability. Future research should explore other potential mediators and extend the model to different sports and organizational contexts. [ABSTRACT FROM AUTHOR]

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While numerous studies have highlighted the potential benefits of programming environment (PE) use for children's learning, the boundary conditions of children's PE acceptance within the programming education context are less clear. This study fills this gap in the literature by investigating the critical determinants of children's PE use intention and extending the boundary conditions to programming competition, computational thinking, and programming modality. A total of 1527 primary students participated in this study. Using structural equation modelling (SEM) analyses, the measurement model was validated, and the configural, metric and scalar invariance of the measurement model was established. The structural model was also confirmed, with most of the hypothesized relationships were supported. Multigroup SEM analyses were conducted to compare structural path coefficient differences across different personal moderators (i.e., gender, grade, and experience), environmental moderators (i.e., both parents' education level), and PE use-relevant moderators (i.e., programming competition, computational thinking, and programming modality). The results revealed significant path differences in six group comparisons, with most of the path differences associated with perceived self-efficacy and perceived ease of use. It should be noted that no significant path differences were identified for the gender and programming competition group comparisons. This work serves as a pioneer study of a comprehensive understanding of the determinants and moderators of children's PE use intention. The findings offer important theoretical implications through accommodating essential constructs within a PE acceptance framework and recommending effective strategies to improve primary students' PE acceptance for programming learning in primary education. [ABSTRACT FROM AUTHOR]

Underrepresentation of women and students of color has been a longstanding issue in science, technology, engineering, and mathematics (STEM). The present study examined factors that contribute to academic satisfaction among 585 women college students of color (M age = 21.42, SD age = 3.25; n Black = 174, n Latina = 171, n Asian = 240), based on the Social Cognitive Career Theory satisfaction model. Experiences of discrimination was selected as an environmental obstacle and proactive personality as a person input in the model. In addition, critical consciousness was included as a personal resource variable. Multigroup measurement invariance tests and multigroup structural equation modeling were conducted to examine the racial/ethnic differences in constructs and their interrelationships. The findings showed that discrimination, proactive personality, and critical consciousness contributed to academic satisfaction via self-efficacy, outcome expectations, and goal progress. Theoretical, clinical, and institutional implications are discussed in light of the findings. Limitations and future research directions are also discussed. [ABSTRACT FROM AUTHOR]

This study examined whether perceiving an event as a trauma influenced a cognitive processing model explaining posttraumatic growth (PTG). A cross-sectional questionnaire survey was conducted with 311 university students from eight universities in Japan. The participants provided information about the most stressful event they had experienced and completed the expanded version of the PTG Inventory, Core Belief Inventory, Event Related Rumination Inventory, and Cognitive and Emotional Processing from Disclosure Inventory. A multi-group structural equation modeling was conducted by dividing the participants into two groups depending on whether they identified the most stressful event as a trauma. The model with no constraint showed a good fit. The model with partial constraint showed a better fit than the models with no constraint or full constraint. The difference of the model was seen as a covariance between the Event Related Rumination Inventory and the Cognitive and Emotional Processing from Disclosure Inventory. The results demonstrated configural invariance and partial metric invariance. This indicated that PTG would be recognized irrespective of whether the event was perceived as a trauma. This study also indicated that different factors out of the model could be associated with the ruminative process and disclosure process. The importance of focusing on the process of PTG, regardless of an individual's perception of the event, was emphasized, especially for factors related to rumination and disclosure. [ABSTRACT FROM AUTHOR]

The present ex post facto correlational research is aimed at exploring the relationship between grammar and vocabulary knowledge components in L2 reading comprehension. The study focuses on two cohorts of EFL students with different proficiency levels: more proficient (\MP) and less proficient (LP). Two dimensions of grammar knowledge are measured: implicit, through timed grammaticality judgment tasks and explicit, through grammatical error correction tasks. Two facets of vocabulary, viz. depth and breadth, are also assessed by Word Associates Test (WAT) and Vocabulary Levels Test (VLT), respectively. Reading comprehension is also tapped by five indicators of vocabulary, detail and negative factual information, main idea and purpose, co‐reference and inference. The data were analyzed through multigroup structural equation modeling, running AMOS. It was revealed that in the MP group, vocabulary knowledge was a better predictor of reading. In the LP group, however, it was unveiled that the role of grammar seemed to be slightly more contributive in predicting reading comprehension juxtaposed with that of vocabulary. Some implications are also discussed at the end. The Challenge: It is well established that reading comprehension is one of the quintessential skills in language learning that is multidimensional and entails a various set of linguistic and nonlinguistic constituents and skills (Chen, 2018). However, there is still a lacuna in the literature on the relative contribution of these elements to reading across proficiency levels. The present paper attempts to fill the void on the relative role of linguistic knowledge components by including subcomponents of vocabulary and grammar constructs. [ABSTRACT FROM AUTHOR]

This investigation challenged the proposition that physician patient-centeredness influences patients' experience-of-care (PEC). A theory-driven, three-factor, multigroup structural equation modeling design, using asymptotic-distribution-free and bootstrap estimation, with two national random and 5,000 bootstrap samples challenged the proposition's plausibility, measurement invariance, replicability, robustness against a competing model, and coherence with theory. The model fit [χ²(39) = 28, p =.900, RMSEA = .001, p = 1.00, CFI = 1.00], explaining 81 percent of PEC's variance; the proposition was invariant across samples, held against the competing model [χ²Δ(7) = 7.82, p = .97]; cross-validated against estimates from the 5,000 bootstrap samples; and agreed with theory. One standardized increase in patient-centeredness increased PEC, likelihood of recommending, and care ratings by .807, .765, and .771. Results converged in sustaining the plausibility of the proposition. [ABSTRACT FROM AUTHOR]

Marketing for sustainable tourism primarily attracts customers with a biospheric–altruistic value orientation. To reach a broader consumer group and also persuade people with a self-enhancement orientation to book sustainable hotels, the effectiveness of three different communication styles (emotionality levels, amount of sustainability information and inclusion of a label) is investigated, considering the consumer's value orientation. An experiment with 337 participants was conducted to analyze the effects of communication on consumer perceptions of well-being and credibility. Multigroup structural equation modeling was used to compare the impacts of communication style on participant's attitude toward booking a sustainable hotel, mediated by well-being and credibility. The results highlight significantly different communication effects among the two contrasting target groups. Consumers who are highly interested in sustainability (biospheric–altruistic value orientation) are persuaded by messages that include details about the hotel's sustainability performance, in order to increase the social–environmental well-being, whereas for customers who are less interested in sustainability (self-enhancement value orientation), a self-referential emotionally communication is essential, as it increases the emotional well-being. Inconsistent findings regarding the role of communication in raising the perception of credibility were obtained. [ABSTRACT FROM AUTHOR]

This study examines the effects of motivational and cognitive factors of budgetary participation on performance concurrently under different conditions of task uncertainty. Drawing upon prior literature, goal acceptance and job-relevant information were identified as mediators conveying the motivational and cognitive influence of participation to performance, while task uncertainty as a moderator conditioning such mediated relationships. Multigroup structural equation modeling on survey data collected from 229 Korean managers revealed that the motivational and cognitive effects of participation on performance vary significantly between high and low task uncertainty conditions. When there was low task uncertainty, the motivational factor was more important than the cognitive factor in determining performance. When there was high task uncertainty, however, both motivational and cognitive factors were important determinants of performance. In addition, the intervening role of these two factors, in general, appeared more significant under high than low task uncertainty conditions. [ABSTRACT FROM AUTHOR]

The authors' purpose was to examine the degree to which low achievement is related to ontogenetic factors (i.e., personal psychological traits expressed as attention and depression) or microsystemic factors (i.e., socioeconomic status, parenting, relationship with peers and teachers), using a total of 721 middle school students in South Korea. Based on the percentile rank, low-achieving students (bottom 15%; n = 323) and high-achieving students (top 15%; n = 398) were grouped, and a multigroup structural equation modeling was employed to determine which ecological factor(s) contribute to predict low achievement of middle school students. Results from multigroup structural equation modeling showed that 3 of the 6 ecological and ontological factors had significant direct or indirect effect on low achievement: socioeconomic status (direct effect), attention (direct effect), parenting (indirect effect). The findings are discussed in terms of the intertwined influences of ecological factors on low achievement, finally leading to the discussion on the limitations and future directions for research. [ABSTRACT FROM AUTHOR]

Purpose: This study drew upon the ecological system theory to demonstrate rural-urban differences in the relationships between the availability of recreational facilities, physical activity (PA), functional health status, and depressive symptoms in middle-aged and older Chinese adults.Methods: Nationally representative data (n = 5949) from the Chinese Health and Retirement Longitudinal Study (CHARLS, 2011-2013) were examined using the multigroup structural equation modeling approach.Results: The results suggest that higher availability of recreational facilities in the urban communities was associated with higher levels of leisure time physical activity (LTPA), better functional capacity, and less occurrence of depressive symptoms among urban participants. In contrast, LTPA engagement among rural participants was low and had negligible mitigating effects on functional decline and depressive symptoms. The findings also show that functional health status mediated the association between total PA and depressive symptoms in both rural and urban participants. However, high levels of total PA were directly associated with elevated depressive symptoms, suggesting that the context of PA and related socioeconomic factors might explain this association after the non-LTPA components were included.Conclusions: The findings highlight how complex patterns of intrapersonal, behavioral, and environmental correlates influence depressive symptoms in middle-aged and older Chinese adults. The context of PA should be considered when creating targeted strategies to prevent depressive symptoms. As an inactive lifestyle evolves with China’s rapid urbanization, joint efforts from public health and urban planning should be made to promote LTPA and develop active living communities for achieving optimal health in later life. [ABSTRACT FROM AUTHOR]

We present a framework for estimating average and conditional effects of a discrete treatment variable on a continuous outcome variable, conditioning on categorical and continuous covariates. Using the new approach, termed theEffectLiteRapproach, researchers can consider conditional treatment effects given values of all covariates in the analysis and various aggregates of these conditional treatment effects such as average effects, effects on the treated, or aggregated conditional effects given values of a subset of covariates. Building on structural equation modeling, key advantages of the new approach are (1) It allows for latent covariates and outcome variables; (2) it permits (higher order) interactions between the treatment variable and categorical and (latent) continuous covariates; and (3) covariates can be treated as stochastic or fixed. The approach is illustrated by an example, and open source software EffectLiteR is provided, which makes a detailed analysis of effects conveniently accessible for applied researchers. [ABSTRACT FROM PUBLISHER]

This study compared the reading and oral language skills of children who speak English as a first (L1) and second language (L2), and examined whether the strength of the relationship between word reading, oral language, and reading comprehension was invariant (equivalent) across the two groups. The participants included 183 L1 and L2 children ( M = 9; 7 years, SD = 3.64 months) in England. As anticipated, there was a significant L1 advantage for oral language (i.e., vocabulary, verbal working memory, sentence repetition) and reading comprehension but not for word reading. Findings from the multigroup structural analysis indicated that the strength of relationships between oral language and reading was relatively invariant across the two groups. Oral language was the strongest predictor of reading comprehension levels in both groups. Finally, the weaker English oral language skills explained the lower performance of L2 learners on reading comprehension. Together the results underscored the importance of supporting oral language development in minority language learners. [ABSTRACT FROM AUTHOR]

From a corporate social responsibility perspective, there are many reasons to promote teleconference use as an alternative to business travel. The present study examines psychosocial and organizational factors relevant to teleconference use. We tested an extended Theory of Planned Behavior model of teleconference use among office workers of four organizations. Results indicate that intention was the strongest direct predictor of teleconference use. Habit and perceived norm, in turn, were the strongest predictors of intention to use teleconference. In contrast, attitude was only weakly predictive and perceived control not predictive at all of intention to use teleconference. We also examined how this model was influenced by the organizational context by comparing organizations from two different regions, and organizations from the private vs. the public sector. Most teleconference-related beliefs differed between regions and organizational sectors. The relevance of specific attitudinal and normative beliefs to the overall attitude and perceived norm also differed between organizational sectors. Implications for practice and future research are discussed. [ABSTRACT FROM AUTHOR]