We predict earnings for forecast horizons of up to five years by using the entire set of Compustat financial statement data as input and providing it to state-of-the-art machine learning models capable of approximating arbitrary functional forms. Our approach improves prediction one year ahead...

This systematic review analyzes and compares the predictive power between traditional financial ratios and cash flow-based ratios in estimating performance. Although traditional ratios of return on assets and debt to equity have received extensive application, cash flow ratios are increasingly...

In light of agency and resource dependence theories, we explored the impact of ownership patterns on the likelihood of financial distress using 57 financial institutions (FIs) listed in Dhaka Stock Exchange and 390 firm years from 2016 to 2022. This study observed that 97.94% of the firms are in...

The range of non-EPS forecast types provided by individual analysts to I/B/E/S has increased dramatically over time but varies considerably across firms. We propose that in providing a broader range of forecast types analysts can signal superior research ability and research effort. Consistent...

We analyze the usefulness of accounting information on tax loss carryforwards and negative performance to predict earnings and cash flows. We use hand-collected information on tax loss carryforwards and the corresponding deferred taxes from the International Financial Reporting Standards tax...

Standard equity valuation approaches (i.e., DDM, RIM, and DCF model) are derived under the assumption of ideal conditions, such as infinite payoffs and clean surplus accounting. Because these conditions are hardly ever met, we extend the standard approaches, based on the fundamental principle of...

Under the assumption that audit quality relates positively to unobservable financial reporting reliability, we investigate whether audit quality is associated with the predictability of accounting earnings by focusing on analyst earnings forecast properties. The evidence shows that analysts'...

While brokerage houses use both teams of sell-side analysts and individual analysts to conduct earnings research, there is no empirical research examining if teams and individuals differ with regard to their forecasting performance or purpose, and if so, how and why. We first examine the...

Purpose: This article explores the prediction of bankruptcy of Greek companies, in particular of the manufacturing industry, wholesale, retail and service sectors. Design/methodology/approach: The Probit model was developed so as to try to highlight the differences in the predictive capacity of...

We examine the predictive information content of the management forecasts of stock return volatility (i.e., expected volatility) that are disclosed in annual reports. We find that expected volatility predicts near-term and longer-term stock return volatility and earnings volatility incremental...