713 research outputs found

    A Textual Taylor Rule: Estimating Central Bank Preferences Combining Topic and Scaling Methods

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    Scholars often use voting data to estimate central bankers' policy preferences but consensus voting is commonplace. To get around this, we combine topic-based text analysis and scaling methods to generate theoretically motivated comparative measures of central bank preferences on the U.S. Federal Open Market Committee leading up to the financial crisis in a way that does not depend on voting behavior. We apply these measures to a number of applications in the literature. For example, we find that FOMC members that are Federal Reserve Bank Presidents from districts experiencing higher unemployment are also more likely to emphasize unemployment in their speech. We also confirm that committee members on schedule to vote are more likely to express consensus opinion than their off schedule voting counterparts and show that it is Dovish rather than Hawkish members who are more likely to want to amend the official monetary policy statement

    The Direct Route: Mediated Priming in Semantic Space

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    Proceedings of COGSCI'00McKoon and Ratcliff (1992) presented a theory of mediated priming where the priming effect is due to a direct but weak relatedness between prime and target. They also introduced a quantitative measure of word relatedness based on pointwise mutual information (Church and Hanks; 1990), and showed that stimuli chosen with the measure produced graded priming effects as predicted by their theory. Using stimuli from Balota and Lorch (1986), Livesay and Burgess (Livesay and Burgess; 1997, 1998) replicated the mediated priming effect in humans, but found that in HAL, a corpus-derived semantic space (Lund, Burgess and Atchley; 1995), mediated primes were in fact further from their targets than unrelated words. They concluded from this that mediated priming is not due to direct but weak relatedness. In this paper we present an alternative semantic space model based on earlier work (McDonald and Lowe; 1998). We show how this space allows a) a detailed replication of Ratcliff and McKoon's experimental results using their stimuli and b) a replication of Livesay and Burgess's human experimental results showing mediated priming. We discuss the implications for McKoon and Ratcliff's theory of mediated priming

    Estimating Central Bank Preferences Combining Topic and Scaling Methods

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    Scholars often use Federal Open Market Committee (FOMC) votes to estimate the preferences of central bankers. However, rarely do committee members on the FOMC cast dissenting votes. This article demonstrates the usefulness of using what central bankers say in FOMC meetings rather than how they vote to better measure central bank preferences. Using automated text analysis tools and scaling methods, we develop a new measure of central bank preferences on the FOMC leading up to the financial crisis (2005 - 2008)

    Chen Shui-bian: on independence

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    Chen Shui-bian achieved an international reputation for his promotion of Taiwan independence. Whilst that reputation may have been well earned, the analyses on which this conclusion is based are frequently flawed in two ways. First, by using an undifferentiated notion of independence, they tend to conflate sovereignty with less threatening expressions of Taiwanese identity and pro-democracy discourse. Second, by failing to take into account the impact of immediate strategic context, analysts ignore a fundamental element of democratic political communication. In our empirical analysis of more than 2,000 of Chen’s speeches, we seek to avoid both flaws by unpacking the concept of independence and taking into account Chen’s strategic relationship with his primary audiences. Our findings challenge popular portrayals of Chen, but more importantly they have strong implications for policy makers and students of political rhetoric with regard to current and future ROC presidents

    Dental treatment and risk of variant CJD - a case control study

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    Abstract Objective: Knowledge of risk factors for variant CJD (vCJD) remains limited, but transmission of prion proteins via re-useable medical devices, including dental instruments, or enhanced susceptibility following trauma to the oral cavity is a concern. This study aimed to identify whether previous dental treatment is a risk factor for development of vCJD. Design: Case control study Methods: Risk factor questionnaires completed by interview with relatives of 130 vCJD patients and with relatives of 66 community and 53 hospital controls were examined by a dental surgeon. Responses regarding dental treatments were analysed. Results: We did not find a statistically significant excess of risk of vCJD associated with dental treatments with the exception of extractions in an unmatched analysis of vCJD cases with community controls (p=0.02). However, this result may be explained by multiple testing. Conclusions: This is the first published study to date to examine potential links between vCJD and dental treatment. There was no convincing evidence found of an increased risk of variant CJD associated with reported dental treatment. However, the power of the study is restricted by the number of vCJD cases to date and does not preclude the possibility that some cases have resulted from secondary transmission via dental procedures. Due to the limitations of the data available, more detailed analyses of dental records are required to fully exclude the possibility of transmission via dental treatment

    Effective ecosystem monitoring requires a multi-scaled approach

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    Ecosystem monitoring is fundamental to our understanding of how ecosystem change is impacting our natural resources and is vital for developing evidence-based policy and management. However, the different types of ecosystem monitoring, along with their recommended applications, are often poorly understood and contentious. Varying definitions and strict adherence to a specific monitoring type can inhibit effective ecosystem monitoring, leading to poor program development, implementation and outcomes. In an effort to develop a more consistent and clear understanding of ecosystem monitoring programs, we here review the main types of monitoring and recommend the widespread adoption of three classifications of monitoring, namely, targeted, surveillance and landscape monitoring. Landscape monitoring is conducted over large areas, provides spatial data, and enables questions relating to where and when ecosystem change is occurring to be addressed. Surveillance monitoring uses standardised field methods to inform on what is changing in our environments and the direction and magnitude of that change, whilst targeted monitoring is designed around testable hypotheses over defined areas and is the best approach for determining the causes of ecosystem change. The classification system is flexible and can incorporate different interests, objectives, targets and characteristics as well as different spatial scales and temporal frequencies, while also providing valuable structure and consistency across distinct ecosystem monitoring programs. To support our argument, we examine the ability of each monitoring type to inform on six key types of questions that are routinely posed for ecosystem monitoring programs, such as where and when change is occurring, what is the magnitude of change, and how can the change be managed? As we demonstrate, each type of ecosystem monitoring has its own strengths and weaknesses, which should be carefully considered relative to the desired results. Using this scheme, scientists and land managers can design programs best suited to their needs. Finally, we assert that for our most serious environmental challenges, it is essential that we include information from each of these monitoring scales to inform on all facets of ecosystem change, and this is best achieved through close collaboration between the scales. With a renewed understanding of the importance of each monitoring type, along with greater commitment to monitor cooperatively, we will be well placed to address some of our greatest environmental challenges
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