A privacy preserving service broker architecture for data sharing

The problem addressed in this paper is how to ensure data privacy concerns when data is shared between multiple organisations. In domains such as healthcare, there is a need to share privacy-sensitive data among autonomous but cooperating organisations. However, security concerns and compliance to privacy regulations requiring confidentiality of the data renders unrestricted access to organisational data by others undesirable. The challenge is how to guarantee privacy preservations for the owners of the information that are willing to share information with other organisations while keeping some other information secret. Therefore, there is a need for privacy preserving database operations for querying data residing at different parties. To address this challenge, we propose a new computationally efficient framework that enables organisations to share privacy-sensitive data. The proposed framework is able to answer queries without revealing any useful information to the data sources or to the third parties.

Evaluating the distributional implications of price movements : methodology, application and Australian evidence

This article investigates the distributional implication of relative price movements in Australia. It proposes and applies a method of evaluating the nature and size of the inequality bias of price movements. In the process, the study introduces a new demographic demand model that yields sensible and statistically significant estimates of the general equivalence scale and the size economies of scale. The study finds that relative price movements in Australia during the 1990s had an inequality increasing bias and that this bias increased in the late 1990s and the first part of the new millennium. The disaggregated analysis of the inequality movements shows that the regressive nature of relative price changes affected the renters much more than non-renters. The study also provides evidence on the decomposition of overall inequality between demographic groups and compares the decomposition between the nominal and real expenditure inequalities.

A-Reit price responses to cash rate changes

With the rapid increasing number and assets of A-REITs, there has been an urgent need to study the relationship between the changes of cash rates and the A-REITs returns. This study investigates whether there were relationships between Australian-Real Estate Investment Trusts stock returns and policy interest rate changes in the past decade by using event study with a multivariate regression model. The findings indicate that cash rate changes have no significantly positive or negative influence on the equity A-REIT stock prices. A series of successive cash rate changes do not take a continuous and dramatic effect on the equity A-REIT stock prices in each economic cycle. Moreover, the A-REITs with relatively smaller assets show more significant fluctuation to the changes of cash rates, and the A-REITs owning more than $ 10 billion in capital assets have relatively steady stock prices. Overall, the findings from this research lead to a call for comprehensive research into various areas in order to ascertain the determinants of A-REIT price changes.

Can investors hedge residential price dynamics of Australia's capital cities?

The study described in this paper focuses on testing the short-run and
long-run relationships between house price and consumer price indices in Australia’s capital cities from 1998 to 2008. The autoregressive distributed lag model is adopted to obtain the estimates of the short-run relationships, while the error correction model is used to investigate the long-run relationships. The t-statistic is used to compute the significance of these relationships. The research results give no evidence that house price indices are correlated with consumer price indices in the short run. However, the long-run relationships between house and consumer price indices exist in most of the cities.

Do investors value disclosed versus recognised employee share options differently?

Prior research provides evidence consistent with footnote disclosures are being valued by investors. However, there are arguments as to whether the market would acquire and/or process disclosed versus recognised information in the same way. Prior studies have been inconclusive on the findings. This research provides evidence for the conditions under which differential valuation exist. Three factors are examined. First, I investigate whether the differential valuation is related to the reliability of the accounting estimates. Second, due to higher processing costs on disclosures relative to “recognised” information, I investigate whether sophistication of investors contributes to the differential valuation. Finally, I examine systematic biases arisen from how investors process information due to limited attention paid to disclosures. The results show that the market does process information in a complicated way. Investors discern the reliability of accounting estimates and value them differently when processing the information.