On the use of partial least squares path modeling in accounting research

Partial least squares (PLS) is an approach to structural equation modeling (SEM) that is extensively used in the social sciences to analyze quantitative data. However, PLS has not been as readily adopted in the accounting discipline. A review of the accounting literature found 20 studies in a subset of accounting journals that used PLS as the data analysis tool. PLS allows researchers to analyze the measurement model simultaneously with the structural model and allows researchers to adopt more complex research models with both moderating and mediating relationships. This paper assists accounting researchers that may be interested in adopting PLS as an analysis tool. We explain the benefits of using PLS and compare and contrast this analysis approach with both ordinary least squares regression and covariance-based SEM. We also explain how the PLS algorithm works to derive estimates for the measurement and structural models. To further assist researchers interested in using PLS, we offer guidelines in the development of research models, analysis of the data, and the interpretation of these results with PLS. We apply these guidelines to the accounting studies that have used PLS and offer further recommendations about how researchers could apply PLS in future accounting research.     

Bank loans and the effects of monetary policy in China: VAR/VECM approach

In this paper, we test the differential effects of monetary policy shock on aspects of banks' balance sheets (deposits, loans, and securities) across bank categories (aggregate banks, state banks, and non-state banks) as well as on macroeconomic variables (output, consumer price index, exports, imports, and foreign exchange reserves). We do so by estimating VAR/VEC Models to uncover the transmission mechanisms of China's monetary policy. Also we identify the cointegrating vectors to establish the long-run relationship between these variables. By using monthly aggregate bank data and disaggregated data on bank and loan types from 1996 to 2006, our study suggests the existence of a bank lending channel, an interest rate channel and an asset price channel. Furthermore, we discuss and explore the distribution and growth effects of China's monetary policy on China's real economy. In addition, we investigate the effects of China's monetary policy on China's international trade. Finally, we identify the cointegrating vectors among these variables and set up VEC Models to uncover the long-run relationships that connect the indicators of monetary policy, bank balance sheet variables and the macroeconomic variables in China.     

South Africa in the Australian mirror: per capita real GDP in the Cape Colony,Natal, Victoria,and New South Wales, 1861–1909

This article compares the real GDP per capita of the Cape Colony and Natal between 1861 and 1909 with that of Australia's two most developed colonies, Victoria and New South Wales. Estimates of European and non‐European GDP per capita for both South African colonies are also provided. Together, this information allows for the first time an evaluation of the growth performance of these important parts of the South African economy in the colonial era. The article concludes that South African performance in this period was stronger than often assumed and that by the beginning of the twentieth century European South Africans, now more fully integrated into a British World economy, operated at a level of GDP per capita that matched and in some places may have exceeded that of Australians. Non‐European South Africans, however, did not share in these same advances.     

Testing of the rational expectations and structural neutrality hypotheses

In this paper we examine the tests of the new classical rational expectations and structural neutrality hypotheses undertaken by Leiderman (1980) using a model of money growth and unemployment for the United States developed by Barro (1977). Employing the data used in the studies by Barro and Leiderman we are able to construct an alternative model of money growth and unemployment against which the Barro-Leiderman model is rejected along with the joint hypothesis of rational expectations and structural neutrality.     

The flow through of cost changes in competitive telecommunications: Theory and evidence

Flow through refers to the effect of a change in incremental production costs on the prices of goods or services, and is a topic of great interest to regulators and others. This article provides a framework for both analyzing flow through, and for evaluating whether or not flow through, properly defined, occurs in the long distance telecommunications industry. We focus on the effects of changes in switched access charges on domestic long distance prices for the largest U.S. long distance carriers in the late 1990s. Utilizing a double bootstrap technique uniquely suited to this problem, we find flow through occurred over the sample period. The technique illustrated here may find useful applications in other regulated sectors.First version received: March 2003 / Final version received: January 2004The authors are grateful to the editor and two anonymous referees for helpful comments and suggestions. All remaining errors are the responsibility of the authors.     

The Returns to Higher Education in Britain: Evidence From a British Cohort

We use British birth cohort panel data to examine the impact that degree level qualifications and other higher education qualifications have on the earnings of individuals in the medium to longer term. We compare the outcomes of these individuals with those of individuals who had the prospect of undertaking Higher Education but chose not to. Our approach involves 'matching' these individuals according to observed characteristics which we have in the data such as ability, family background and demographics and then comparing outcomes between individuals who proved to HE and otherwise identical individuals who had the opportunity but did not.     

CPI revision provides more accuracy in the medical care services component.

This revision, as in the past, enabled the Bureau to update medical care service expenditure weights in the CPI, including a more complete allocation of health insurance premiums. Instead of keeping the portion of premiums that go to benefits under health insurance, the expenditure weight for each benefit category has been added to the appropriate out-of-pocket expense. The unpublished health insurance item represents only the retained earnings portion of premiums paid by households. The specific item categories included in medical care services have also been updated and expanded. A study conducted during the developmental phase of the revision indicated that the Bureau should expand the eligible priced rates for physicians in the CPI to include not only the "self-pay" rate, but also other categories of payment as well. Another study indicated that the direct pricing of health insurance is not feasible because of the difficulty of factoring out from premium changes the effect of utilization levels and modified coverage. In pricing medical care service items, as with other item categories in the CPI, BLS attempts to exclude from price movement the effect of quality changes. However, some quality changes are difficult to assess or are not readily identified, for example, a change in the ratio of nurses to patients, and such changes may be reflected as part of the price change movement in the CPI.