Large-Scale Analysis of New Employee Network Dynamics

The COVID-19 pandemic has accelerated digital transformations across industries, but also introduced new challenges into workplaces, including the difficulties of effectively socializing with colleagues when working remotely. This challenge is exacerbated for new employees who need to develop workplace networks from the outset. In this paper, by analyzing a large-scale telemetry dataset of more than 10,000 Microsoft employees who joined the company in the first three months of 2022, we describe how new employees interact and telecommute with their colleagues during their "onboarding"period. Our results reveal that although new hires are gradually expanding networks over time, there still exists significant gaps between their network statistics and those of tenured employees even after the six-month onboarding phase. We also observe that heterogeneity exists among new employees in how their networks change over time, where employees whose job tasks do not necessarily require extensive and diverse connections could be at a disadvantaged position in this onboarding process. By investigating how web-based people recommendations in organizational knowledge base facilitate new employees naturally expand their networks, we also demonstrate the potential of web-based applications for addressing the aforementioned socialization challenges. Altogether, our findings provide insights on new employee network dynamics in remote and hybrid work environments, which may help guide organizational leaders and web application developers on quantifying and improving the socialization experiences of new employees in digital workplaces. © 2023 ACM.

Opportunities for K-8 Students to Learn Statistics Created by States' Standards in the United States

Statistical literacy is key in this heavily polarized information age for an informed and critical citizenry to make sense of arguments in the media and society. The responsibility of developing statistical literacy is often left to the K-12 mathematics curriculum. In this article, we discuss our investigation of K-8 students' current opportunities to learn statistics created by state mathematics standards. We analyze the standards for alignment to the Guidelines for the Assessment and Instruction in Statistics Education (GAISE II) PreK-12 report and summarize the conceptual themes that emerged. We found that while states provide K-8 students opportunities to analyze and interpret data, they do not offer many opportunities for students to engage in formulating questions and collecting/considering data. We discuss the implications of the findings for policy makers and researchers and provide recommendations for policy makers and standards writers.

THE IMPACT OF DIGITAL MARKETING ON THE DEVELOPMENT OF TOURISM IN REPUBLIC OF ALBANIA

The tremendous growth of tourism in Albania in recent decades, made important the understanding of the role that digital marketing and mobile technology is playing in this field. Tourism in Albania is one of the most important economic sectors of the country, and is growing year after year. It is emphasized that digitalization is a new form of communication between producers and consumers of tourism services, becoming a source of competitive advantages for tourism organizations. The main goal of the study is to give us a clear overview of the use of the Internet, information technologies and digital marketing in Albania. For the realization of this study, we used a methodology that combines primary data with secondary ones. The research was conducted through questionnaires that were sent to Albanian travel agencies via email. The questionnaire contains 17 questions, and was sent to 150 travel agencies, of which 102 agencies responded. Regarding the study, digital marketing plays an important role in improving the image of Albanian tourism throughout the world. It has created facilities in the way of doing marketing and reducing the costs of businesses. Through digital marketing, travel agencies have managed to promote our country online, personalize services and, above all, be closer to customers. The research found that the most effective digital marketing tools used by the agencies are Instagram and Facebook.

Agricultural Social Networks: An Agricultural Value Chain-Based Digitalization Framework for an Inclusive Digital Economy

Sustainable agriculture is the backbone of food security systems and a driver of human well-being in global economic development (Sustainable Development Goal SDG 3). With the increase in world population and the effects of climate change due to the industrialization of economies, food security systems are under pressure to sustain communities. This situation calls for the implementation of innovative solutions to increase and sustain efficacy from farm to table. Agricultural social networks (ASNs) are central in agriculture value chain (AVC) management and sustainability and consist of a complex network inclusive of interdependent actors such as farmers, distributors, processors, and retailers. Hence, social network structures (SNSs) and practices are a means to contextualize user scenarios in agricultural value chain digitalization and digital solutions development. Therefore, this research aimed to unearth the roles of agricultural social networks in AVC digitalization, enabling an inclusive digital economy. We conducted automated literature content analysis followed by the application of case studies to develop a conceptual framework for the digitalization of the AVC toward an inclusive digital economy. Furthermore, we propose a transdisciplinary framework that guides the digitalization systematization of the AVC, while articulating resilience principles that aim to attain sustainability. The outcomes of this study offer software developers, agricultural stakeholders, and policymakers a platform to gain an understanding of technological infrastructure capabilities toward sustaining communities through digitalized AVCs.

Rising Cybercrime on Social Media during Covid pandemic and its Impact on Digital Marketing

Covid pandemic brought a significant change in the way people learn, entertain, interact and conduct business. With people working and socializing remotely, social media usage skyrocketed and provided a fertile ground to cybercriminals to exploit the platforms and its users. This paper will explore the rising trend of cybercrime on social media, including specific types of cybercrime such as phishing scams, impersonation and misinformation. The paper will also discuss about the parties mostly affected by cybercrimes. Additionally, the paper will delve into the impact of increase in cybercrime on digital marketing, including the challenges faced by businesses. Overall the paper aims to provide a comprehensive overview of the current state of cybercrime media during the covid pandemic and how it is impacting the overall society and digital markets all together.

Social insecurity and varieties of family resilience strategies during the COVID-19 pandemic

PurposeThis study is aimed at developing an understanding of the consequences of the pandemic on families' socioeconomic resilience, and the strategies adopted by the families in overcoming social vulnerabilities amid uncertainty.Design/methodology/approachThe materials for this study consist of semi-structured interviews with 21 families spread across the South Sumatra Province, Indonesia. Families in the study represent four different income levels, namely very high, high, middle and low, and who also work in the informal sector. Each family has at least 1 or more members who fall into the vulnerable category (children, the elderly, people with disabilities unemployed or having potential economic vulnerability).FindingsTwo main findings are outlined. Regardless of their socioeconomic status, many of the families analyzed adopted similar strategies to remain resilient. Among the strategies are classifying the urgency of purchasing consumer goods based on financial capacity rather than needs, leveraging digital economic opportunities as alternative sources of income, utilizing more extensive informal networks and going into debt. Another interesting finding shows that the pandemic, to some extent, has saved poor families from social insecurity. This is supported by evidence showing that social distancing measures during the pandemic have reduced the intensity of sociocultural activities, which require invited community members to contribute financially. The reduction of sociocultural activities in the community has provided more potential savings for the poor.Research limitations/implicationsIn this study, informants who provided information about their family conditions represent a major segment of the workforce and tend to be technologically savvy and younger, due to the use of Zoom as a platform for conducting interviews. Therefore, there may be a bias in the results. Another limitation is that since the interviewees were recommended by our social network in the fields, there is a risk of a distorted selection of participants.Originality/valueThis study offers insights that are critical in helping to analyze family patterns in developing countries in mitigating the risks and uncertainties caused by COVID-19. In addition, the literature on social policy and development could benefit from further research on COVID-19 as an alternative driver to identify mechanisms that could bring about change that would result in "security.” Critical questions and limitations of this study are presented at the end of the paper to be responded to as future research agenda.

Children's Digital Privacy and the Case Against Parental Consent

Children's engagement with the internet has exploded. From education to social media, companies have offered products and services that-far from being mere distractions for children-have increasingly become necessities. These necessities are most keenly felt in the EdTech world. As companies in the United States rely on the verifiable parental consent required by the Children 's Online Privacy Protection Act (COPPA) to collect and use minors' data, reviewing boilerplate waivers of liability and consent forms for children's online activities has thus become part of parenting. This piece argues that under the common law tradition of protecting the best interests of the child, when it comes to protecting children's digital privacy, relying solely on parental consent is insufficient and ill-suited. This work compares parental consent forms for children's online activities to parental waivers for tort liability for physical injuries suffered by children. In the latter, courts have not reached a consensus on whether such contracts are enforceable or altogether void. However, most courts have struck down such waivers as against public policy in commercial settings. By relying on courts ' decisions regarding the role of parents in protecting the best interests of the child when faced with a child's physical injury, this piece argues that public policy should have to force to override parental consent as it pertains to the protection of a minor's digital privacy and their use of EdTech tools. It thus encourages lawmakers at the federal and state levels to move away from a parental consent apparatus and instead put forward new measures for the protection of children's digital privacy. It further illustrates that, despite COPPA, common law privacy torts are not fully preempted. Adopting the approach proposed in this work will also motivate companies to be more vigilant towards handling minors' data to avoid potential lawsuits. It will further encourage a market for competition between socially responsible companies that would prioritize children's privacy over an endless list of corporate interests.

Patient Recruitment Goes High-Tech

Clinical trial patient recruitment is arguably the most difficult aspect of pharmaceutical development, because it involves a variety of factors beyond study sponsors' control. The aggregation of data across 80 hospitals and 20 systems, for the purpose of understanding patients, doing feasibility studies, or engaging in decentralized recruitment, is the trend we're seeing." Nimita Limaye, PhD, is the vice president of research for the life sciences R&D strategy and technology division at the International Data Corporation (IDC), a market research and advisory firm specializing in the technology industry and headquartered in Boston, Mass. Limaye says the rise of social media-based patient recruitment has opened the door for sponsors and investigators to mine real-world data and to give patients a more central focus in research.

Microbusinesses' challenges and perceptions in using social media during the COVID-19 crisis

COVID-19 struck the world by storm and has taken its victims along the way. It had also put the whole world on a temporary pause as people tried to manage the virus as best as possible. It has affected people all around the globe and had a huge impact on the global economy. This research will look into how microbusinesses have used social media in order to better face the challenges and changes that came due to the COVID-19 crisis while it will discuss how businesses' perceptions were altered along the way. In particular we are reviewing relevant academic literature surrounding microbusinesses and how they have been affected by COVID-19. The research methods used within this study, and the research results will be stated with reference to primary respondents. We have used a combination of secondary and primary research to develop further understanding of microbusinesses and the impact that COVID-19 has had on organizations in relation to the use of the internet and social media platforms. Limitations of the study will also be identified, and future research areas will be identified.

Digital Socialligators? Social Media-Induced Perceived Support During the Transition to the COVID-19 Lockdown

The sudden COVID-19-induced transition from a physical university life to a virtual one was a painful one for many students. Social distancing measures mean more than a simple change from face-to-face to online education. This study investigates how different social aspects, such as the students' psychological sense of community, social capital, and use of social media, facilitated the perceived social support during the transition to the COVID-19 lockdown. Our results not only underline social media's role, but also indicate that the perceived social support, as well as the bonding and bridging social capital, were particularly relevant during the transition process. Our findings are aimed at organizational management by recommending actionable ways in which they could improve social support by organizing computer-supported social networks, social support predictors, and specialized interventions for students with less perceived social support. As such, the study provides unique insights into the COVID-19-induced lockdown situation among students, while offering a transition model that also generalizes to other settings. [ FROM AUTHOR] Copyright of Social Science Computer Review is the property of Sage Publications Inc. and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full . (Copyright applies to all s.)

Factors associated with health outcomes among the uninsured population

The United States health care system lacks uniform and universal health coverage, causing approximately 10% of the population to be without health insurance, a critical determinant of health care access. Safety net organizations, including free clinics, provide free and/or reduced health care services to sociodemographic disadvantaged individuals. Despite concerns about the uninsured population, free clinic patients have not been sufficiently studied. This dissertation was designed to address this gap by adding to the literature and was designed around three empirical chapters utilizing mixed methodology.The first study used cross-sectional primary data to examine the differences between perceived and physiological stress levels and the effect of a social support network among uninsured free clinic patients. Findings suggest that higher levels of perceived stress are not significantly more prevalent than higher levels of salivary cortisol among these populations. Higher levels of social networking are significantly associated with lower perceived stress levels;having more friends than family members is slightly more associated with lower levels of perceived. However, social support and networking was not significantly associated with patients' salivary morning cortisol levels.The second study utilized a qualitative approach regarding COVID-19 vaccine perception and hesitancy among uninsured free clinic patients. Social networks are found to be important factors in reducing vaccine hesitancy. Hesitant patients had concerns related to vaccines' safety, effectiveness, and side effects. Lack of valid and reliable COVID-19 vaccination information was a challenge among this study's participants.The third study also utilized cross-sectional primary data to examine whether certain factors, including the component of patient-centeredness, are associated with patient autonomy among these populations. Findings conclude that Spanish speaking patients at the free clinic have a stronger belief in a paternalist model of the provider-patient relationship. Better communication between patients and providers results in higher levels of autonomy. Higher levels of educational attainment and better communication partnership were associated with higher levels of a free clinic patient's understanding of treatment risks.In conclusion, this dissertation's focus was to understand characteristics of an uninsured population to help develop strategies and intervention on changing behaviors, providing information that leads to their better health outcome. (PsycInfo Database Record (c) 2023 APA, all rights reserved)

Impact of Electronic Word-Of-Mouth on Consumer-Based Brand Equity and Purchase Intention: Hotel Industry in Thailand

Electronic word-of-mouth is a new form of informal communication where messages are disseminated to others using social media and other electronic platforms. This research investigates eWOM to determine its impact on the perception of brand equity and the intentions of consumers to purchase hotel services in Thailand. Using a quantitative approach and a non-probability sampling method, 410 Thai respondents aged 18 and above with relevant hotel experiences participated in this study. Confirmatory Factor Analysis (CFA) and Structural Equation Modeling (SEM) were used to analyze the model fit and the validity and reliability of the variables. In addition, in order to investigate the relationship between the constructs, first-order and second-order approaches were used, in which eWOM was the second-order construct in the study, while its credibility, valence, and volume, were first-order constructs. The findings indicated that eWOM positively affects all brand equity dimensions and purchase intentions, showing the strongest significant positive effect on brand awareness. Additionally, brand equity dimensions were shown to mediate the effect of eWOM on purchase intentions. Details of the analyses and discussions are included in the latter part of this paper.

Development of Borobudur Integrated Ecosystem to Improve Tourist Motivation Visit

This paper discusses the development of Borobudur's integrated ecosystem to improve tourist motivation visit. The approach used is analyzing twenty papers related to tourist motivation, making synthesis, and producing a critical view for each related article, and using the keywords from each article to conduct a semi-structured interview. This research aims to increase Millennial tourists' length-of-stay by determining the tourists' motivation and the tourists' expectations before visiting Borobudur temple. The results show that the factors influencing tourists' visits are the perceived quality and perceived cost. The perceived quality is the quality of tourist services, destination appearance, and the emotional experience tourists expect to get. The perceived cost is the monetary and non-monetary cost tourists spend to visit. Perceived quality and cost will greatly influence tourists' behavioural intentions to visit or even revisit intention. This research focuses only on the Borobudur area and Millennials tourists visiting Borobudur in a window of time. This research timeline was January to March before the COVID-19 happened. The findings of this study will be useful for stakeholders and academics. The government could use this study to produce a thematic road map for the Borobudur area.

Multiliteracies in the Analysis of a Multimodal Tweet from a Former Brazilian Minister of Education

The COVID-19 pandemic abruptly led millions of teachers and students in Brazil to migrate massively, quickly, and at scale to online remote teaching. This created a strong tension between different sectors of society and rekindled (old) beliefs, values, and prejudices related to the use of new technologies in education. On the one hand are vehement defenders for adoption of these technologies at schools;on the other are those who reject them, as they consider that transitioning from in-presence to online teaching at scale is a very difficult and highly complex undertaking for education systems. In this chapter, one seeks to discuss how the perspective of multiliteracies, updated for the currently pervasively digital age, can contribute to understanding the clash between defense and resistance to new technologies at schools. To do so, first, this article will explore the main features and concepts of the theory of multiliteracies. Second, in order to highlight the close relationship between multiliteracies and education, the article analyzes an example of a multimodal tweet posted on Twitter by a former Minister of Education in Brazil, addressing the Brazilian public school setting of online remote teaching.

EMA: A CHANGE IN CHARACTER AS WELL AS POWERS?

[...]the latest development crosses a new frontier: "Pharma companies need to focus more on R&D for innovative medicines against infections," it tweeted in mid-November. "Pharma companies need to boost research and development." EHU, as a brand, has yet to achieve enthusiastic endorsement from member states, who are suspicious of a stealthy power grab.

A position paper on the Quest for Education Quality and Inclusivity in Low Resource Environments such as Zimbabwe through Social Media

Social media has revolutionised human interaction globally especially on the informal front. This paper proposes that the social media facility could be ‘tamed' to help bridge the educational divide that is apparent especially in developing countries such as Zimbabwe and that was magnified by the Covid-19 pandemic. The pandemic split education provision along income lines with those from the higher income bracket accessing educational instruction virtually even during such an ‘emergency' while those from the low income group were literally on sabbatical, virtually excluded. The obtaining scenario threatens realisation of Sustainable Development Goal Number 4 by 2030 as planned by the United Nations. The particular goal is aimed at ensuring "inclusive and equitable quality education and promote life-long learning opportunities for all”. In some instances, some candidates get to the examination room so inadequately prepared that the situation can be described as de facto exclusion. In order to assist Covid-19 pandemic affected learners and to uplift education quality in low income communities, this paper recommends the provision of a tablet per class/grade that should be viewed as a learning/teaching tool. The class teacher can use the tablet to download material, show educational videos to the class, audio/video record learners for educational ends, receive educational materials from the Ministry and its partners and avail these in an interesting multimodal manner to the learners.

Cloaked science: The Yan reports

This paper describes a 2020 disinformation campaign promoting the unsubstantiated claim that the novel coronavirus is the product of a Chinese bioweapons program. Exploiting a vulnerability in open-access scientific publishing, the campaign was based on papers posted to an online preprint repository designed to accelerate the diffusion of scientific knowledge. This provided the campaign with an air of scientific legitimacy, helped it reach millions of Americans, and muddied public discourse over the origins of SARS-CoV-2. This case study offers insights into the tactics and practices of media manipulation, the contested nature of modern epistemic systems, the interplay of technical and social systems, and the vulnerability of open systems to manipulation. (PsycInfo Database Record (c) 2023 APA, all rights reserved)

Exploring crucial social media marketing factors for improving customer satisfaction and customer loyalty in bed and breakfast sectors in Taiwan

PurposeThe Bed and Breakfast (B&B) enterprises generally lack sufficient human resources and time to conduct research on important social media marketing factors for visitors' satisfaction and visitors' intentions. Therefore, this study aims to provide crucial social media marketing and factors and service quality elements for improving customer satisfaction and customer loyalty in B&B sectors. This study also provides some recommendations for attracting more visitors and increasing customer satisfaction and customer loyalty through social media.Design/methodology/approachFirst, social media marketing factors and service quality elements were identified through the systematic literature review. Then these identified factors and elements were used to design a survey questionnaire for collecting data. The research data included responses of 64 B&B enterprises and 625 customers. The collected data was analyzed by feature selection approaches including Decision Tree algorithm and Information Gain to identify the key factors for improving customer satisfaction and customer loyalty.FindingsThe findings of this study determined that featured choice is an important social media marketing factor, and assurance is the common service quality element for both B&B enterprises and their customers in terms of satisfaction and loyalty.Originality/valueThis study adds a value to the growing literature on customer satisfaction and loyalty in B&B sectors by exploring key social media marketing factors and service quality elements. The study reveals several implications for theories and practices. The findings hopefully help B&B enterprises better social media marketing with less workforce and budget.

Nimble-footed Zimbabwean migrants: (im)mobility and the porousness of borders between South Africa and Zimbabwe during the Covid-19 national lockdown

This ethnographic study highlights the impact of Covid-19 border closures on the migration patterns of Zimbabwean cross-border migrants. Data in this study were collected using qualitative techniques, one-on-one telephonic interviews and social media platforms from 20 participants over a period of five months. The data were analysed using the theoretical framework of conviviality. Our findings indicate that Zimbabwean cross-border migrants managed to cross into South Africa and back despite restrictions, which suggests that border closures had a limited impact on migration. By drawing on the narratives of Zimbabwean cross-border migrants, we illustrate how migrants, goods and remittances managed to move and how social networks such as hushamwari [friendship] played a significant role in facilitating illegal border jumping, revealing the permeability and porousness of state borders to many diverse types of incursions. The closure of national borders during lockdowns highlights the differences between migrants and border jumpers, the latter of which chose to smuggle goods in novel ways, even though they possess legal documentation and economic status. (English) [ FROM AUTHOR] Este estudo etnográfico destaca o impacto do fechamento de fronteiras durante a pandemia de Covid-19 nos padrões de migração dos migrantes transfronteiriços do Zimbábue. Os dados deste estudo foram coletados usando técnicas qualitativas, entrevistas telefônicas individuais e plataformas de mídia social com 20 participantes durante um período de cinco meses. Os dados foram analisados a partir do referencial teórico da convivialidade. Nossas descobertas indicam que os migrantes transfronteiriços do Zimbábue conseguiram entrar e voltar da África do Sul apesar das restrições, o que sugere que o fechamento das fronteiras teve um impacto limitado na migração. A partir das narrativas dos migrantes transfronteiriços do Zimbábue, ilustramos como migrantes, bens e remessas conseguiram circular e como as redes sociais como hushamwari [amizade] desempenharam um papel significativo na facilitação do salto ilegal de fronteira, revelando a permeabilidade e a porosidade das fronteiras dos Estados aos mais diversos tipos de incursões. O fechamento das fronteiras nacionais durante o confinamento destaca as diferenças entre migrantes e saltadores de fronteira, tendo estes últimos optado por contrabandear mercadorias de novas maneiras, embora possuam documentação legal e status econômico. (Portuguese) [ FROM AUTHOR] Copyright of Anthropology Southern Africa (2332-3256) is the property of Routledge and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full . (Copyright applies to all s.)