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In this chapter, the authors studied cognitive biases such as certainty effect, isolating effect, and overconfidence effect in the Turkish version of “Who Wants to be a Millionaire” TV show. The research was carried out by watching the show during different dates between September 2013 and April 2015 and filling in a questionnaire, which consists of 25 questions. A total of 408 contestants were observed and evidence was found for both certainty and isolation effects.

In the past decade, library literature has witnessed a spate of studies documenting different aspects of Collaborative Virtual Reference Services (CVRS) and a significant amount of valuable information is spread across numerous individual reports. With the support of the Institute for Museum and Library Services, the authors of this chapter undertook a synergistic effort to examine these studies and identify the popular governance models as well as shared challenges and benefits. They conducted a supplementary survey of librarians with personal experience working in CVRS. The authors found that while collaborative structures are myriad, many utilize similar staffing and management strategies. Benefits of CVRS include shared staffing responsibilities, the extension of service hours, professional and community development, access to specialists, and mitigating the risks of a new service, while challenges include answering local questions, cultural differences, and software and technology problems. The literature on CVRS primarily focuses on single collaborations. While these in-depth examinations are valuable, they cannot provide a “big picture” of how libraries may work together to provide a service. As budgets shrink and ICT-facilitated connections grow, collaboration is an option to which many libraries are turning to for the provision of reference as well as other services. The quality of such collaborations may be improved by considering the lessons presented in this chapter, resulting in better service.

Generational theory research suggests that the arrival of the Millennial generation into adulthood will have significant effects on society because of their differing values and attitudes. We examine whether this generation has differing perceptions of tax fairness as well as their attitudes towards tax compliance as compared to other generations by administering an instrument to a sample of 303 taxpayers, distributed approximately equally across three generational groups: Baby Boomers, Generation X, and Millennials. The results suggest that there are significant differences in the viewpoints toward vertical equity and progressive taxation among the three generations. More specifically, the Millennial generation was less likely to recommend progressive taxation than the other two generations. In addition, there were significant differences between the groups on an exchange equity question as well. However, in this situation, it was the Baby Boomers that were significantly different from the other two generations. The results also suggest that the Millennials have attitudes that are more accepting of noncompliance than both the Generation X participants and the Baby Boomer participants. However, a significant difference does not exist between the Baby Boomer participants and Generation X participants on their attitudes towards compliance.

There have been many challenges and uncertainties in determining the future direction(s) for performance measurement (PM) in Florida public libraries over the years. Social pressures for establishing increased accountability and community needs combined with the library administrators need to respond to these pressures served as the catalysts for the need to evolve PM processes in Florida public libraries.

A good scholarly publication sparks new questions for future research. In the same way, many kinds of information experiences drive questioning. This is a novel counterpoint to the traditional view that information and documents simply provide answers to queries. Research suggests that questioning is a crucial component in the building of understanding. Questioning is often defined linguistically, as a certain kind of utterance, but more deeply it can be understood as an openness to what the world can offer – the beginning of thought, and the medium by which information informs. In this chapter, I consider questioning through the lens of document work, which entails the myriad behaviors and activities related to documents in a given setting, including both the creation of new documents and dealing with existing documents (using, sharing, copying, destroying, etc.). If a document provides an answer, then document work can be conceptualized as the building of understanding, and questioning is the mechanism by which understanding is built. These concepts offer a framework for investigating document use as an experience.

Knowledge adoption is the key to effective knowledge exchange in virtual question-and-answer (Q&A) communities. Although previous studies have examined the effects of knowledge content, knowledge source credibility and the personal characteristics of knowledge seekers on knowledge adoption in virtual Q&A communities from a static perspective, the impact of answer deviation on knowledge adoption has rarely been explored from a context-based perspective. The purpose of this study is to explore the impact of two-way deviation on knowledge adoption in virtual Q&A communities, with the aim of expanding the understanding of knowledge exchange and community management.

The same question and the same answerer often yield multiple answers. Knowledge seekers usually read multiple answers to make adoption decisions. The impact of deviations among answers on knowledge seekers' knowledge adoption is critical. From a context-based perspective, a research model of the impact of the deviation of horizontal and vertical answers on knowledge adoption is established based on the heuristic-systematic model (HSM) and empirically examined with 88,287 Q&A data points and answerer data collected from Zhihu. Additionally, the moderation effects of static factors such as answerer reputation and answer length are examined.

The negative binomial regression results show that the content and emotion deviation of horizontal answers negatively affect knowledge seekers' knowledge adoption. The content deviation of vertical answers is negatively associated with knowledge adoption, while the emotion deviation of vertical answers is positively related to knowledge adoption. Moreover, answerer reputation positively moderates the negative effect of the emotion deviation of horizontal answers on knowledge adoption. Answer length weakens the negative correlation between the content deviation of horizontal and vertical answers and knowledge adoption.

This study extends previous research on knowledge adoption from a static perspective to a context-based perspective. Moreover, information deviation is expanded from a one-way variable to a two-way variable. The combined effects of static and contextual factors on knowledge adoption are further uncovered. This study can not only help knowledge seekers identify the best answers but also help virtual Q&A community managers optimize community design and operation to reduce the cost of knowledge search and improve the efficiency of knowledge exchange.