Добірка наукової літератури з теми "Abnormal financial flows"

The fast-developing computer network not only brings convenience to people but also brings security problems to people due to the appearance of various abnormal flows. However, various current detection systems for abnormal network flows have more or less flaws, such as the most common intrusion detection system (IDS). Due to the lack of self-learning capabilities of market-oriented IDS, developers and maintenance personnel have to update the virus database of the system in real time to make the system work normally. With the emergence of machine learning and data mining in recent years, new ideas and methods have emerged in the detection of abnormal network flows. In this paper, the random forest algorithm is introduced into the detection of abnormal samples, and the concept of abnormal point scale is proposed to measure the abnormal degree of the sample based on the similarity of the samples, and the abnormal samples are screened out according to this scale. Simulation experiments show that compared with the other two distance-based abnormal sample detection techniques, the random forest-based abnormal sample detection has greater advantages than the other two methods in terms of improving the accuracy of the model and reducing the computing time.

Purpose The purpose of this paper is to investigate factors that influence the free cash flow (FCF) motive for stock repurchases. Specifically, it examines whether the positive association between FCF and open-market repurchases is partially driven by abnormal cash flows, and whether external analyst monitor and financial crisis influence the association. Design/methodology/approach The study employs a tobit regression model to test the hypotheses. Findings First, the results suggest that the positive association between FCF and stock repurchases is partially driven by abnormal cash flows. Second, the association between pre-managed FCF and stock repurchases is strengthened as more analyst following the firms. Third, firms repurchase less when they report more negative abnormal cash flows, and that tendency is more pronounced during the 2008 financial crisis period. Further analysis shows that during the crisis period, the effect of negative abnormal cash flows on operating performance gets stronger. Originality/value The study makes several contributions to the literature. This paper is the first to show that managers use abnormal cash flows to fulfill the share buy-backs. In addition, it shows that analysts provide effective external monitoring by strengthening the association between pre-managed FCF and repurchases. Furthermore, it finds that firms adjust their strategy in times of financial crisis period in response to the increased risk. Finally, it contributes to the earnings management literature by showing the differential effects of accruals management and cash flow management on earnings performance.

The study analyses the effect of tax avoidance, deferred tax expenses and deferred tax liabilities on real earnings management. The samples consist of 152 manufacturing companies listed on the Indonesian Stock Exchange (IDX). The study examines the financial statements from 2011 to 2019, ending up with 1,368 observations. The empirical results of this study are as follows. First, tax avoidance affects positively the abnormal discretionary operating cash flows and the abnormal discretionary expenses. However, tax avoidance does not affect the abnormal discretionary production costs. Second, deferred tax expenses affect real earnings management positively, either through abnormal discretionary operating cash flows, abnormal discretionary expenses, or abnormal discretionary production costs. Third, deferred tax liabilities affect real earnings management positively, either by using abnormal discretionary operating cash flows, abnormal discretionary expenses, or abnormal discretionary production costs. The findings of this study may be of interest to regulators and tax authorities, as they highlight how to increase the actual amount of tax payments by reducing the occurrence of real earnings management activities. Regulators need to consider tax audits on companies that have suffered losses but are still operating.

This study aims to determine the effect of financial distress on earnings management with corporate governance mechanisms as a moderating variable. Earnings management in this study is measured by real earnings management, namely abnormal operating cash flows. The level of financial distress in this study is proxied by leverage. This study uses 135 samples of manufacturing companies listed on the Indonesia Stock Exchange (IDX) in 2018-2020 with a total of 405 observations. This study uses Generalized Least Square (GLS) panel data regression. The results showed that financial distress had a positive effect on earnings management as measured by abnormal CFO. This study also found that managerial ownership and institutional ownership weakens the positive influence of financial distress on earnings management as measured by abnormal CFO.DOI: DOI: https://doi.org/10.26905/afr.v5i2.7762

Purpose The performance of the first batch of listed companies since the restart of new initial public offerings (IPOs) in January 2014 and their accounting information face repeated and volatile questioning from different sides. This paper aims to take Guirenniao (China) Co. Ltd. (GRN for short), one of the first batch of listed companies in 2014 that suffered performance decline, as an example to analyze how it managed earnings before IPO. Design/methodology/approach This paper examines earnings management signs that exist in GRN through analysis of its financial statements compared to those of its industry peers. This paper then uses the modified Jones model to detect its accrual earnings management and build three models, which are abnormal levels of cash flows from operations, abnormal production costs and abnormal discretionary expenses, to detect real earnings management. Findings This paper finds that GRN managed earnings through accrual and real activities in 2012 and 2013. Finally, this paper provides evidence on the specific methods of earnings management, which are easing credit policy to recognize revenue in advance, abnormal expansion, decreasing costs and connected transactions. Originality/value This paper examines earnings management signs exist in GRN through analysis of its financial statements comparing to those of its industry peers. This paper then uses the modified Jones Model to detect its accrual earnings management and build three models which are abnormal levels of cash flows from operations, abnormal production costs and abnormal discretionary expenses to detect real earnings management.

ABSTRACT: The monetary unit assumption of financial accounting assumes a stable currency (i.e., constant purchasing power over time). Yet, even during periods of low inflation or deflation, nominal financial statements violate this assumption. I posit that, while the effects of inflation are not recognized in nominal statements, such effects may have economic consequences. I find that unrecognized inflation gains and losses help predict future cash flows as these gains and losses turn into cash flows over time. I also find significant abnormal returns to inflation-based trading strategies, suggesting that stock prices do not fully reflect the implications of the inflation effects for future cash flows. Additional analysis reveals that stock prices act as if investors do not fully distinguish monetary and nonmonetary assets, which is fundamental to determining the effects of inflation. Overall, this study is the first to show that, although inflation effects are not recognized in nominal financial statements, they have significant economic consequences, even during a period in which inflation is relatively low.

ABSTRACT Guo, Huang, Zhang, and Zhou (2015) examine whether foreign investors encourage or limit real earnings management in Japanese firms. They find that firms with higher foreign ownership engage less in real earnings management than other firms as evidenced by higher abnormal cash flows from operations, lower abnormal production costs, and higher abnormal discretionary expenses. While the results suggest that foreign ownership and real earnings management in Japanese firms are negatively correlated, it remains unclear whether foreign investors improve the corporate governance of firms and thus limit real earnings management or that they are attracted to firms that have better governance and more transparent earnings. One fruitful avenue for future research is to examine whether the negative relation between foreign ownership and financial reporting quality reflects monitoring by foreign investors or selection.

Objective of this study is to determine whether IFRS convergence will improve the quality of financial statements as indicated by decreasing levels of information asymmetry and declining real earnings management. IFRS convergence is measured by Dummy variables years before convergence and year after covergency while accounting quality reporting is measured by decreasing earnings management level and decreasing level of information asymmetry. Real earnings management uses abnormal cash flow, abnormal discretionary expense and abnormal production cost (Roydhuchory, 2006) while information asymmetry uses adjusted spreads. While the variable of investment flows is measured by the percentage of foreign investment ownership in Indonesia (defond et.al, 2011). This research uses a quantitative approach that aims to test the theory. The research method used is explanatory research. The sample of this study are all companies listed on BEI. Secondary data research data. From purposive sampling, 102 samples were obtained for IFRS convergence effect on Real earnings management and 100 companies to test the effect of IFRS convergence on asymmetry and information asymmetry on global investment flows. Methods of data analysis using linear regression analysis. The result of statistical analysis shows 1) that IFRS convergence has negative effect on real profit management. This indicates that the higher the IFRS convergence the real earnings management will decrease. 2) IFRS convergence has no effect on information asymmetry and 3) Information asymmetry has no effect on global investment flows in Indonesia.

The continuity of the operations, growth or decrease in the business activities of any company is in line with the on time and optimized funding of cash liquidity and suitable as well as the proper use of them in investment paths in the direction of creating output and ultimately, to increase the shareholders wealth. The goal of this research is to determine the relationship between cash liquidity and abnormal output of stocks. For this purpose, 130 companies were selected by employing simple random method among the companies were enlisted in Stock Exchange Organization. Different cash liquidities included the operational and non-operational cash flows were taken as the five main independent variables, the divisible profits, financial leverage and the size of the company were defined as other independent variables; and, the abnormal output of stock was considered as dependent variable. After analyzing the pre-hypothesis by using combined multi-variable regression and based on the panel data analysis, five linear relations were assessed. The results of the research showed positive relationship between different cash flows, except tax cash flow and the abnormal output of stock. With respect to the determining coefficients which were obtained, the assessed relationship was considered very weak linear relation. The results of T.Student and Fischer showed that the assessed relationship was not significant in the statistical society level. Analyzing the non-parametric correlation showed similar results.

While SFAS No. 131 is intended to increase the transparency of financial reporting using a management approach, it may reduce shareholders ability to interpret segment disclosures relative to the industry approach employed under SFAS No.14. This study investigates whether segment reconciliation differences affect stock prices and whether abnormal returns can be earned using information about two components of earnings: aggregated segment earnings and segment earnings reconciliations. We compute reconciliations as the difference between firm-level consolidated earnings and aggregated segment-level earnings. Firms that report negative SERs have greater sales and profitability, greater return on equity, as well as more operating cash flows and firm growth. This suggests that firms that report aggregated segment earnings greater than firm-level consolidated earnings may be better off financially. Our findings show that mispricing does occur when firms report positive SERs by the market, underestimating the segment earnings reconciliation component of earnings persistence. Investors can also earn positive abnormal returns when investors take a long (short) position with the portfolio with the highest (lowest) absolute SERs. On the contrary, we find investors earn negative abnormal returns when firms report negative SERs. Collectively, this study provides evidence that mispricing occurs and that investors over/underestimate the importance and/or persistence of segment earnings reconciliations.

L’extension d’une procédure collective est une création jurisprudentielle consacrée par la loi de sauvegarde des entreprises du 26 juillet 2005. Elle a pour objectif de reconstituer artificiellement le patrimoine séparé du débiteur. Ainsi, elle va consister à étendre la procédure collective initiale à une ou plusieurs personnes physiques ou morales. L’extension de procédure collective revêt un avantage considérable pour le débiteur dans la mesure où elle va lui offrir plus de possibilités et de moyens lui permettant de résoudre au mieux ses difficultés. De même pour le créancier qui verra le patrimoine du débiteur réuni à celui d’une tierce personne. Son fondement juridique est l’article L. 621-2 du code de commerce. Il dispose que le tribunal doit caractériser l’existence d’une confusion de patrimoine ou la fictivité avant de prononcer un jugement d’extension de procédure collective. La jurisprudence contribue grandement à l’évolution législative de l’extension de procédure collective. En dépit de la codification de cette procédure, la jurisprudence y occupe une place omniprésente. Ce rôle s’explique par le fait que le législateur laisse au juge le pouvoir d’interpréter et d’apprécier l’extension de procédure collective, sur la base de ses deux causes qui sont respectivement la confusion de patrimoine et la fictivité. Quel est donc le pouvoir d’appréciation laissé au juge ? Il s’agit de l’interprétation dont dispose ce dernier concernant l’existence de la fictivité ou de la confusion de patrimoine. Ainsi donc, pour prononcer une extension de procédure collective sur la base de la confusion de patrimoine, le juge doit nécessairement caractériser l’existence de relations financières anormales ou l’imbrication inextricable des patrimoines, à savoir celui du débiteur principal et celui ou ceux des personnes à qui il voudrait étendre la procédure collective.L’appréciation du caractère fictif de la personne morale est le cas le moins fréquent mais reste le plus complexe à déterminer. Les juges ont la lourde responsabilité de déceler la fictivité d’une personne morale et se heurtent la plupart du temps aux divers montages financiers établis dans les groupes de sociétés.Le juge n’a pas à chercher si la confusion de patrimoine entre deux personnes physiques ou morales a causé un préjudice au débiteur principal pour étendre sa procédure collective. Cet encadrement législatif laisse apparaître que les juges sont libres de prononcer l’extension de procédure collective en prenant en compte le fait qu’un contrôle rigoureux de leur décision est réalisé par la Cour de cassation. En outre, au regard des intérêts divergents du débiteur et du créancier, mais aussi en raison de l’impact des décisions d’extension de procédure collective sur la vie économique de ces deux catégorie de personnes, les décisions prononçant l’extension de procédure collective font l’objet d’un contrôle rigoureux de la part de la Cour de Cassation.Toutefois si cette procédure recèle bien des avantages, il n’en demeure pas moins, qu’au regard de sa pratique, certaines réformes pourraient permettre de l’améliorer
The extension of a collective procedure is a jurisprudential creation enshrined in the law on the protection of companies of 26 July 2005. Its objective is to artificially reconstitute the debtor's prepared assets. Thus, it will consist in extending the initial collective procedure to one or more natural or legal persons. The extension of collective proceedings is of considerable benefit to the debtor insofar as it will offer him more possibilities and means to solve his difficulties as well as possible. The same applies to the creditor who will see the debtor's assets combined with those of a third party.Its legal basis is Article L. 621-2 of the French Commercial Code. It provides that the court must characterize the existence of a Confusion of patrimony or fictitious nature before pronouncing a judgment extending collective proceedings. Case law contributes significantly to the legislative evolution of the extension of collective proceedings. Despite the codification of this procedure, case law is omnipresent. This role is explained by the fact that the legislator gives the judge the power to interpret and assess the extension of collective proceedings, on the basis of its two causes, namely confusion of assets and fictitious acts. What is the discretion left to the judge? This is the latter's interpretation of the existence of fictitious or confusing assets. Thus, therefore, in order to pronounce an extension of collective proceedings on the basis of the Confusion of Assets, the judge must necessarily characterise the existence of abnormal financial relations or the inextricable interweaving of assets, namely that of the principal debtor and that of the person or persons to whom he would like to extend the collective proceedings.The assessment of the fictitious nature of the legal person is the least frequent case but remains the most complex to determine. Judges have a heavy responsibility to detect the fictitious nature of a legal person and most often encounter the various financial arrangements established within corporate groups.The need not to look for whether the confusion of assets between two natural or legal persons has caused prejudice to the principal debtor in order to extend his collective proceedings. This legislative framework shows that judges are free to extend collective proceedings, taking into account the fact that their decision is rigorously reviewed by the Court of Cassation. In addition, in view of the divergent interests of the debtor and the creditor, but also because of the impact of decisions to extend collective proceedings on the economic life of these two categories of persons, decisions ordering the extension of collective proceedings are subject to rigorous control by the Court of Cassation.However, while there are many advantages to this procedure, the fact remains that, in terms of its practice, some reforms could improve it

In the simplest terms, economic crises could be recognised as abnormal fluctuations adversely impacting market conditions. Despite subsequent economic recoveries, markets and the financial system remain in a period of significant uncertainty after such crises. The baseline scenario is for balance sheets to strengthen gradually as the economy recovers and as progress is made in addressing structural problems in financial positions. However, substantial downside risks always remain for companies. Even companies with a high “Capital Adequacy Ratio” (CAR) face the difficult challenge of managing a smooth transition to self-sustaining growth while stabilising debt burdens under low and uncertain economic prospects. Without further bolstering of balances sheets, markets remain susceptible to funding shocks that could intensify deleveraging pressures and place further drag on public finances and recovery. Companies have proven resilient to economic turbulence but are vulnerable to a slowdown and face risks in managing sizable and potentially volatile capital inflows. Policy actions need to be intensified to contain risks, address debt burdens, and implement effective and institutional frameworks to ensure financial stability. Based on this perspective and through applying the financial soundness indicators methodology, the financial structures and soundness indicators of the top 30 companies on the Istanbul Stock Exchange (ISE-30) are subjected to an assessment for determining the impact of the global crisis. The short- and long-run credits and non-monetary debit lines of ISE-30 companies are investigated together with the momentum of growth in assets, liabilities, and cash-flow stabilities. The financial soundness of ISE-30 companies is discussed in terms of the “capital-liabilities ratios” performance measure. Finally, the study focuses on long-run economic impacts and the analysis assumes that companies should transition to new levels of capital and liquidity to strengthen their financial stability and sustainability.