Internal audit plays a strategic role in ensuring the reliability of government financial statements,which are essential tools for achieving public financial accountability and transparency.This study aims to analyze ...Internal audit plays a strategic role in ensuring the reliability of government financial statements,which are essential tools for achieving public financial accountability and transparency.This study aims to analyze the role of internal audit in improving the quality of government financial reporting using a literature review approach based on agency theory.The method employed is a systematic literature review of 12 scholarly articles(7 national and 5 international),as well as relevant books and official reports published within the last five years(2019-2024).The findings indicate that an effective and independent internal audit can reduce information asymmetry between the government(agent)and the public(principal),enhance compliance with Government Accounting Standards(SAP),and strengthen internal controls and financial governance.This study concludes that a competent internal audit function is a critical prerequisite for producing reliable,relevant,and accountable financial statements.The findings support agency theory and offer key recommendations for strengthening internal audit practices in the public sector.展开更多
Banks in the economies of individual countries play the role of entities of public trust and are perceived as ＂too big to fail＂. In fact, they are exposed to risks associated with business operations. In practice, t...Banks in the economies of individual countries play the role of entities of public trust and are perceived as ＂too big to fail＂. In fact, they are exposed to risks associated with business operations. In practice, there are even instances of banks going bankrupt. Therefore, the reliability of the financial statements of a bank as a source of information about its financial condition is of particular importance. The main objective of creating IAS/IFRS and their implementation within the European Union is the strive to standardize accounting rules utilized by companies and other organizations. IFRS, as any other regulations, are subject to change over years. One of the recent changes is the introduction of IFRS 15 ＂Revenue from Contracts with Customers＂. In all entities using IAS/IFRS, communication of planned changes should involve disclosure ahead of time, regarding the analysis of their impact on the financial statements. The purpose of this paper has been to analyze whether the financial statements of banks contain any records on the impact of IFRS 15. These analyses are within the mainstream of studying how complete and prospective is the information contained in the financial statements for external users. The subjects for research are the consolidated financial statements of five major banks in Poland. As a result of research, it was found that in all studied cases, work on the implementation of IFRS 15 was observed. However, looking at every bank separately, a differentiated approach to presenting information on the standard is observed, which may be a hindrance for users of banks＇ financial statements.展开更多
The main subject of this paper is the theory of financial statement valuations observed in its historical development. More notably, regarding the subject, the research is concerned with some theoretical concepts deve...The main subject of this paper is the theory of financial statement valuations observed in its historical development. More notably, regarding the subject, the research is concerned with some theoretical concepts developed by the Italian doctrine in a very specific age, namely, between the 19th and the 20th century, which in fact, devoid of any accounting regulation. This paper analyzes in particular the shift from the exchange value rule to the historical cost method and tries to explain the reasons of such a development. In the second half of the 19th century, some of the best Italian scholars, who were faced with the need to properly develop the problem of accounting valuations, thought that it was appropriate to rely on concepts that belonged to similar sciences, such as economics and real estate appraisal, by blindly borrowing the theory of value from the former and the theory of valuations from the latter. During that age, everything hinged around the concept of exchange value. At the dawn of the 20th century, the Italian accounting doctrine began to wonder about a subject that was crucial to the financial statement theory： the informative purposes underlying the financial statements. At the same time, the first principle took shape, which might be called as the ＂finalistic principle of value＂. It is still the basis of the theory of financial accounting measurements, for which different evaluative criteria must be applied to different informative purposes. Thus, an alternative criterion to that of the exchange value makes its appearance on the scene of the accounting valuations, notably the historical cost. The introduction of the historical cost criteria and above all the relinquishment of the combination of the ＂economic cost＂ in favor of that of the ＂manufacturing cost＂ allow the Italian accounting to get rid of the theories of economics and real estate appraisal, thus, becoming independent regarding the financial statement valuations.展开更多
By summarizing the factor of the financial statement fraud in existing research outcome, the paper confirms the discriminating characteristic of the financial statement fraud and sets up a theoretic model to discrimin...By summarizing the factor of the financial statement fraud in existing research outcome, the paper confirms the discriminating characteristic of the financial statement fraud and sets up a theoretic model to discriminate the financial statement fraud. Using radial basis function neural network, regarding to the swatch that the listed company that is punished by the Securities Regulatory Commission or the Ministry of Finance, and according to the clustering elements, validating across by set one aside, the paper verifies respectively the 22 characteristics and 31 characteristics of discriminating model. According to the clustering elements, validating across by set one aside, the paper verifies respectively the 31 characteristics and 8 characteristics selected by Fisher-ratio of discriminating model. The research outcome indicates the discriminating ability of the model including 8 characteristics is better elevated than the traditional model including 31 characteristics by comparing the disciplinary error and the forecast precision.展开更多
The content items to be offset of the reformed debt in consolidated financial statement of the operation occurred inside the group of enterprise is different from other general inner trades such as the sale of the sto...The content items to be offset of the reformed debt in consolidated financial statement of the operation occurred inside the group of enterprise is different from other general inner trades such as the sale of the stock or fixed asset, etc.. Through the reformed debt, the debtor and creditor have erased debt and credit on their bookkeeping. What to be offset are the capital reserve and the changed value of the asset. In this paper, the offsetting method of such items will be discussed.展开更多
Globalization trend has raised demand for establishing a consistent legal framework internationally. Vietnam has been establishing gradually a consistem legal framework according to countries in the world for improvin...Globalization trend has raised demand for establishing a consistent legal framework internationally. Vietnam has been establishing gradually a consistem legal framework according to countries in the world for improving information in financial statements of enterprises. Timely, the Ministry of Finance has made a great effort to publish the draft to correct and adjust accounting laws, accounting standards, and accounting systems to improve and enhance the quality of accounting information. However, based on the result of experiment survey including auditors, chief accountants, and investors, the information in the financial statements provided by Vietnamese enterprises has some shortcomings. The information provided by organizations has not satisfied the demand of users to make useful decisions. Ideally, Vietnam needs to have certain improvements in overall by state, enterprises, and occupation organizations to provide information with high quality and accuracy. This in turn will be crucial for Vietnam in international accounting integration progress.展开更多
Accounting goodwill arises as a result of business combinations and appears in a consolidated balance sheet of an acquirer. It is an intangible asset which reflects an excess of value of an acquired business as a whol...Accounting goodwill arises as a result of business combinations and appears in a consolidated balance sheet of an acquirer. It is an intangible asset which reflects an excess of value of an acquired business as a whole over a summed value of its identifiable net assets. Since 2010, the International Financial Reporting Standards （IFRS） allow for two alternative methods of measuring goodwill in those business combinations, where an acquirer obtains a control over a target company without obtaining 100% share in its shareholder＇s equity. Under one of these methods, which is called a ＂full-goodwill method＂, the goodwill attributable to non-controlling interests in subsidiary is measured at fair value. Thus, the main accounting problem with this method lies in its requirement to estimate the fair value of non-controlling interests. This paper suggests that the ＂full-goodwill method＂ may sacrifice financial statement reliability for its alleged relevance, with significant potential for ＂creative accounting＂. The problems with reliability and transparency of financial statements, when ＂full-goodwill method＂ is applied, are illustrated by a real-life example of the takeover of Formula Systems Ltd. by Asseco Group （one of the biggest IT companies in Europe, listed on the Warsaw Stock Exchange）.展开更多
Financial statements （FS） are tools which provide information to users for making business decisions. Among the organizations, banks are the firms which conducted and did business with risks. In particular, commerci...Financial statements （FS） are tools which provide information to users for making business decisions. Among the organizations, banks are the firms which conducted and did business with risks. In particular, commercial banks continue to play a dominant role in the whole system, and local commercial banks still have an edge in its widespread network across the country over foreign banks. This article is going to present the survey which clarifies the role of FS in commercial banks＇ loan decisions in Vietnam. Moreover, this paper also discusses FS＇s quality currently, thereby making suggestions for enterprises to enhance the usefulness of accounting information in borrowing activities. This paper has taken performance with 74 official employees in commercial banks in Vietnam. The results indicated the qualitative characteristics of banks when disclosing the financial statements. This article also gave the six oriented solutions to improvement of the loan decision-making by banks.展开更多
This paper studied the ＂pressure＂ and ＂opportunity＂ factors that caused financial statement fraud on the basis of the data of 41 A-share listed companies （1999-2004） in China which had been forfeited by China Se...This paper studied the ＂pressure＂ and ＂opportunity＂ factors that caused financial statement fraud on the basis of the data of 41 A-share listed companies （1999-2004） in China which had been forfeited by China Securities Regulatory Commission （SRC） because of accounting irregularities. The author found that avoiding ＂ST＂ and ＂PT＂ was the primary pressure, and the opportunities mainly came from the higher top 10 shareholders＇ ownership concentration, the lower proportion of independent directors, the fewer number of directorate meetings and shares owned by the directorate members, board chairman and CEO held by one person and the ineffective supervisor boards. We also found that the companies involved financial statement fraud had the lower first majority shareholder＇s share proportion and they changed CPA firm more frequently.展开更多
Large-scale accounting scandals which were reflected to the world public opinion particularly in the 2000s （such as Enron, Lucent, Xerox, and Parmalat Bank for Reconstruction） carried the matter of fraudulent financ...Large-scale accounting scandals which were reflected to the world public opinion particularly in the 2000s （such as Enron, Lucent, Xerox, and Parmalat Bank for Reconstruction） carried the matter of fraudulent financial reporting which was made to deceive the financial statement users （Fraudulent Financial Report （FFR）） to the forefront in the agenda of the academicians, operators, and regulatory authorities. As in every crime action, the most effective measure to be taken in preventing FFR events is to try to prevent the FFR before arising. In order to achieve this, in the most effective manner, FFR events should be determined in the formation process. In this study, fraudulent financial statements are tried to be determined by using financial ratios. For this, financial statements of 22 companies which transact in the textile industry in Istanbul Stock Exchange （ISE） were examined. Twenty-three financial ratios were selected for the purpose of determining the risk of fraudulence in the financial statements of the selected companies. These ratios increased in value by multiple regression analysis. The findings which were obtained in the study indicated that some financial statements had the risk of fraudulence. It was concluded that the ratios of inventory/current asset, total debt ratio, and equity turnover rate were a good indicator in the determination of fraudulent financial statements.展开更多
This study aims to know the role of external auditor in protecting the financial information listed in the financial statements in the Jordanian industrial companies. The sample of this study consisted of 70 auditors ...This study aims to know the role of external auditor in protecting the financial information listed in the financial statements in the Jordanian industrial companies. The sample of this study consisted of 70 auditors who work for Jordanian industrial companies, whereas a questionnaire survey was designed and distributed to them. A total of 68 questionnaires were received that are valid for statistical analysis accounting for 97% of the overall distributed questiormaires; and the questionnaires have been analyzed using SPSS statistical software. The results of the study revealed that the external auditor uses the information technology in examining the financial information listed in the financial statements. Also, it was found that the external auditor is keen to ensure the credibility of the financial statements of the company. The study recommended the external auditor in the Jordanian industrial companies to be more interested in updating the company＇s electronic financial system.展开更多
With the development of today's market economy, the competition among enterprises is becoming more and more fierce. The enterprise management mechanism of self-management and self-financing determines the leading ...With the development of today's market economy, the competition among enterprises is becoming more and more fierce. The enterprise management mechanism of self-management and self-financing determines the leading position of enterprise financial management. Financial management is an important part of enterprise economic management. Strengthening the application of financial statement analysis plays an irreplaceable role in understanding the enterprise in real time and improving the core competitiveness of the enterprise.展开更多
The shortage of funds has become an important constraint on the development of the company. The whitewashing of financial statements will create favorable conditions for the company to raise funds, but such behavior w...The shortage of funds has become an important constraint on the development of the company. The whitewashing of financial statements will create favorable conditions for the company to raise funds, but such behavior will have a huge adverse impact on investors and the market order. This paper mainly analyzes the main means and causes of financial statement whitewashing, and expounds the measures to reduce financial statement whitewashing from the aspects of internal control and management.展开更多
Motivated by the Bagging Partial Least Squares(Bagging PLS)and Principal Component Analysis(PCA)algorithms,a novel approach known as Principal Model Analysis(PMA)method is introduced in this paper.In the proposed PMA ...Motivated by the Bagging Partial Least Squares(Bagging PLS)and Principal Component Analysis(PCA)algorithms,a novel approach known as Principal Model Analysis(PMA)method is introduced in this paper.In the proposed PMA algorithm,the PCA and the Bagging PLS are combined.In this method,multiple PLS models are trained on sub-training sets,derived from the training set using the random sampling with replacement approach.The regression coefficients of all the sub-PLS models are fused in a joint regression coefficient matrix.The final projection direction is then estimated by performing the PCA on the joint regression coefficient matrix.Subsequently,the proposed PMA method is compared with other traditional dimension reduction methods,such as PLS,Bagging PLS,Linear discriminant analysis(LDA)and PLS-LDA.Experimental results on six public datasets demonstrate that our proposed method consistently outperforms other approaches in terms of classification performance and exhibits greater stability.Additionally,it is employed in the application of financial statement fraud identification.PMA and other five algorithms are utilized to financial statement fraud which concerned by the academic community,and the results indicate that the classification of PMA surpassed that of the other methods.展开更多
Financial statement fraud refers to malicious manipulations of financial data in listed companies'annual statements.Traditional machine learning approaches focus on individual companies,overlooking the interactive...Financial statement fraud refers to malicious manipulations of financial data in listed companies'annual statements.Traditional machine learning approaches focus on individual companies,overlooking the interactive relationships among companies that are crucial for identifying fraud patterns.Moreover,fraud detection is a typical imbalanced binary classification task with normal samples outnumbering fraud ones.In this paper,we propose a multi-relational graph convolutional network,named FraudGCN,for detecting financial statement fraud.A multi-relational graph is constructed to integrate industrial,supply chain,and accounting-sharing relationships,effectively encapsulating the multidimensional and complex interactions among companies.We then develop a multi-relational graph convolutional network to aggregate information within each relationship and employ an attention mechanism to fuse information across multiple relationships.The attention mechanism enables the model to distinguish the importance of different relationships,thereby aggregating more useful information from key relationships.To alleviate the class imbalance problem,we present a diffusion-based under-sampling strategy that strategically selects key nodes globally for model training.We also employ focal loss to assign greater weights to harder-to-classify minority samples.We build a real-world dataset from the annual financial statement of listed companies in China.The experimental results show that FraudGCN achieves an improvement of 3.15%in Macro-recall,3.36%in Macro-F1,and 3.86%in GMean compared to the second-best method.The dataset and codes are publicly available at:https://github.com/XNetLab/MRG-for-Finance.展开更多
On July 24th, Lectra's Board of Directors, chaired by Daniel Harari, reviewed the consolidated financial statements for the first half of 2025, which have been subject to a limited review by the Statutory Auditors.
This study investigates the relationship between the tone of financial disclosures and managers’earnings management behavior using Form 20-F filings of Chinese firms listed in the U.S.during 2002–2014.The results sh...This study investigates the relationship between the tone of financial disclosures and managers’earnings management behavior using Form 20-F filings of Chinese firms listed in the U.S.during 2002–2014.The results show that the proportion of positive,uncertain,or modal words used in financial disclosures is positively related to corporate earnings management,implying that managers attempt to conceal earnings management behavior by manipulating the tone of their financial reports.In addition,robustness tests are conducted using an alternative proxy for earnings management that considers the effects of the financial crisis and separately examines the information and non-information technology industries.The results suggest that the tone used in financial disclosures has informative value,and textual analysis can be an effective tool for identifying earnings management.展开更多
This contribution analyzes the impact of new International Financial Reporting Standards （IFRS） reporting rules on financial ratios prepared in the Czech companies. Using a sample of 16 Czech firms, we attempt to me...This contribution analyzes the impact of new International Financial Reporting Standards （IFRS） reporting rules on financial ratios prepared in the Czech companies. Using a sample of 16 Czech firms, we attempt to measure the scope and size of the differences in the selected set of financial ratios as calculated with data reported according to the traditional Czech accounting standards （CAS） and under the IFRS provisions. Our study discovers that there are important differences resulting from the two reporting formats. Our research comes to a conclusion that translation of Czech statements to IFRS may cause changes in the values of financial indicators without relationship to the real change in the firms＇ value, performance, and stability. Even though the findings were not statistically significant, the indicative results of our measurements disclosed an important fact that the transition to IFRS could cause deterioration of key indicators and thereby could impact on the overall rating of companies. One needs to be cautious with generalization due to the small sample size.展开更多
文摘Internal audit plays a strategic role in ensuring the reliability of government financial statements,which are essential tools for achieving public financial accountability and transparency.This study aims to analyze the role of internal audit in improving the quality of government financial reporting using a literature review approach based on agency theory.The method employed is a systematic literature review of 12 scholarly articles(7 national and 5 international),as well as relevant books and official reports published within the last five years(2019-2024).The findings indicate that an effective and independent internal audit can reduce information asymmetry between the government(agent)and the public(principal),enhance compliance with Government Accounting Standards(SAP),and strengthen internal controls and financial governance.This study concludes that a competent internal audit function is a critical prerequisite for producing reliable,relevant,and accountable financial statements.The findings support agency theory and offer key recommendations for strengthening internal audit practices in the public sector.
文摘Banks in the economies of individual countries play the role of entities of public trust and are perceived as ＂too big to fail＂. In fact, they are exposed to risks associated with business operations. In practice, there are even instances of banks going bankrupt. Therefore, the reliability of the financial statements of a bank as a source of information about its financial condition is of particular importance. The main objective of creating IAS/IFRS and their implementation within the European Union is the strive to standardize accounting rules utilized by companies and other organizations. IFRS, as any other regulations, are subject to change over years. One of the recent changes is the introduction of IFRS 15 ＂Revenue from Contracts with Customers＂. In all entities using IAS/IFRS, communication of planned changes should involve disclosure ahead of time, regarding the analysis of their impact on the financial statements. The purpose of this paper has been to analyze whether the financial statements of banks contain any records on the impact of IFRS 15. These analyses are within the mainstream of studying how complete and prospective is the information contained in the financial statements for external users. The subjects for research are the consolidated financial statements of five major banks in Poland. As a result of research, it was found that in all studied cases, work on the implementation of IFRS 15 was observed. However, looking at every bank separately, a differentiated approach to presenting information on the standard is observed, which may be a hindrance for users of banks＇ financial statements.
文摘The main subject of this paper is the theory of financial statement valuations observed in its historical development. More notably, regarding the subject, the research is concerned with some theoretical concepts developed by the Italian doctrine in a very specific age, namely, between the 19th and the 20th century, which in fact, devoid of any accounting regulation. This paper analyzes in particular the shift from the exchange value rule to the historical cost method and tries to explain the reasons of such a development. In the second half of the 19th century, some of the best Italian scholars, who were faced with the need to properly develop the problem of accounting valuations, thought that it was appropriate to rely on concepts that belonged to similar sciences, such as economics and real estate appraisal, by blindly borrowing the theory of value from the former and the theory of valuations from the latter. During that age, everything hinged around the concept of exchange value. At the dawn of the 20th century, the Italian accounting doctrine began to wonder about a subject that was crucial to the financial statement theory： the informative purposes underlying the financial statements. At the same time, the first principle took shape, which might be called as the ＂finalistic principle of value＂. It is still the basis of the theory of financial accounting measurements, for which different evaluative criteria must be applied to different informative purposes. Thus, an alternative criterion to that of the exchange value makes its appearance on the scene of the accounting valuations, notably the historical cost. The introduction of the historical cost criteria and above all the relinquishment of the combination of the ＂economic cost＂ in favor of that of the ＂manufacturing cost＂ allow the Italian accounting to get rid of the theories of economics and real estate appraisal, thus, becoming independent regarding the financial statement valuations.
文摘By summarizing the factor of the financial statement fraud in existing research outcome, the paper confirms the discriminating characteristic of the financial statement fraud and sets up a theoretic model to discriminate the financial statement fraud. Using radial basis function neural network, regarding to the swatch that the listed company that is punished by the Securities Regulatory Commission or the Ministry of Finance, and according to the clustering elements, validating across by set one aside, the paper verifies respectively the 22 characteristics and 31 characteristics of discriminating model. According to the clustering elements, validating across by set one aside, the paper verifies respectively the 31 characteristics and 8 characteristics selected by Fisher-ratio of discriminating model. The research outcome indicates the discriminating ability of the model including 8 characteristics is better elevated than the traditional model including 31 characteristics by comparing the disciplinary error and the forecast precision.
文摘The content items to be offset of the reformed debt in consolidated financial statement of the operation occurred inside the group of enterprise is different from other general inner trades such as the sale of the stock or fixed asset, etc.. Through the reformed debt, the debtor and creditor have erased debt and credit on their bookkeeping. What to be offset are the capital reserve and the changed value of the asset. In this paper, the offsetting method of such items will be discussed.
文摘Globalization trend has raised demand for establishing a consistent legal framework internationally. Vietnam has been establishing gradually a consistem legal framework according to countries in the world for improving information in financial statements of enterprises. Timely, the Ministry of Finance has made a great effort to publish the draft to correct and adjust accounting laws, accounting standards, and accounting systems to improve and enhance the quality of accounting information. However, based on the result of experiment survey including auditors, chief accountants, and investors, the information in the financial statements provided by Vietnamese enterprises has some shortcomings. The information provided by organizations has not satisfied the demand of users to make useful decisions. Ideally, Vietnam needs to have certain improvements in overall by state, enterprises, and occupation organizations to provide information with high quality and accuracy. This in turn will be crucial for Vietnam in international accounting integration progress.
文摘Accounting goodwill arises as a result of business combinations and appears in a consolidated balance sheet of an acquirer. It is an intangible asset which reflects an excess of value of an acquired business as a whole over a summed value of its identifiable net assets. Since 2010, the International Financial Reporting Standards （IFRS） allow for two alternative methods of measuring goodwill in those business combinations, where an acquirer obtains a control over a target company without obtaining 100% share in its shareholder＇s equity. Under one of these methods, which is called a ＂full-goodwill method＂, the goodwill attributable to non-controlling interests in subsidiary is measured at fair value. Thus, the main accounting problem with this method lies in its requirement to estimate the fair value of non-controlling interests. This paper suggests that the ＂full-goodwill method＂ may sacrifice financial statement reliability for its alleged relevance, with significant potential for ＂creative accounting＂. The problems with reliability and transparency of financial statements, when ＂full-goodwill method＂ is applied, are illustrated by a real-life example of the takeover of Formula Systems Ltd. by Asseco Group （one of the biggest IT companies in Europe, listed on the Warsaw Stock Exchange）.
文摘Financial statements （FS） are tools which provide information to users for making business decisions. Among the organizations, banks are the firms which conducted and did business with risks. In particular, commercial banks continue to play a dominant role in the whole system, and local commercial banks still have an edge in its widespread network across the country over foreign banks. This article is going to present the survey which clarifies the role of FS in commercial banks＇ loan decisions in Vietnam. Moreover, this paper also discusses FS＇s quality currently, thereby making suggestions for enterprises to enhance the usefulness of accounting information in borrowing activities. This paper has taken performance with 74 official employees in commercial banks in Vietnam. The results indicated the qualitative characteristics of banks when disclosing the financial statements. This article also gave the six oriented solutions to improvement of the loan decision-making by banks.
文摘This paper studied the ＂pressure＂ and ＂opportunity＂ factors that caused financial statement fraud on the basis of the data of 41 A-share listed companies （1999-2004） in China which had been forfeited by China Securities Regulatory Commission （SRC） because of accounting irregularities. The author found that avoiding ＂ST＂ and ＂PT＂ was the primary pressure, and the opportunities mainly came from the higher top 10 shareholders＇ ownership concentration, the lower proportion of independent directors, the fewer number of directorate meetings and shares owned by the directorate members, board chairman and CEO held by one person and the ineffective supervisor boards. We also found that the companies involved financial statement fraud had the lower first majority shareholder＇s share proportion and they changed CPA firm more frequently.
文摘Large-scale accounting scandals which were reflected to the world public opinion particularly in the 2000s （such as Enron, Lucent, Xerox, and Parmalat Bank for Reconstruction） carried the matter of fraudulent financial reporting which was made to deceive the financial statement users （Fraudulent Financial Report （FFR）） to the forefront in the agenda of the academicians, operators, and regulatory authorities. As in every crime action, the most effective measure to be taken in preventing FFR events is to try to prevent the FFR before arising. In order to achieve this, in the most effective manner, FFR events should be determined in the formation process. In this study, fraudulent financial statements are tried to be determined by using financial ratios. For this, financial statements of 22 companies which transact in the textile industry in Istanbul Stock Exchange （ISE） were examined. Twenty-three financial ratios were selected for the purpose of determining the risk of fraudulence in the financial statements of the selected companies. These ratios increased in value by multiple regression analysis. The findings which were obtained in the study indicated that some financial statements had the risk of fraudulence. It was concluded that the ratios of inventory/current asset, total debt ratio, and equity turnover rate were a good indicator in the determination of fraudulent financial statements.
文摘This study aims to know the role of external auditor in protecting the financial information listed in the financial statements in the Jordanian industrial companies. The sample of this study consisted of 70 auditors who work for Jordanian industrial companies, whereas a questionnaire survey was designed and distributed to them. A total of 68 questionnaires were received that are valid for statistical analysis accounting for 97% of the overall distributed questiormaires; and the questionnaires have been analyzed using SPSS statistical software. The results of the study revealed that the external auditor uses the information technology in examining the financial information listed in the financial statements. Also, it was found that the external auditor is keen to ensure the credibility of the financial statements of the company. The study recommended the external auditor in the Jordanian industrial companies to be more interested in updating the company＇s electronic financial system.
文摘With the development of today's market economy, the competition among enterprises is becoming more and more fierce. The enterprise management mechanism of self-management and self-financing determines the leading position of enterprise financial management. Financial management is an important part of enterprise economic management. Strengthening the application of financial statement analysis plays an irreplaceable role in understanding the enterprise in real time and improving the core competitiveness of the enterprise.
文摘The shortage of funds has become an important constraint on the development of the company. The whitewashing of financial statements will create favorable conditions for the company to raise funds, but such behavior will have a huge adverse impact on investors and the market order. This paper mainly analyzes the main means and causes of financial statement whitewashing, and expounds the measures to reduce financial statement whitewashing from the aspects of internal control and management.
基金Supported by the Beijing Municipal Social Science Foundation(SZ202210005004)Beijing Natural Science Foundation(9242004)。
文摘Motivated by the Bagging Partial Least Squares(Bagging PLS)and Principal Component Analysis(PCA)algorithms,a novel approach known as Principal Model Analysis(PMA)method is introduced in this paper.In the proposed PMA algorithm,the PCA and the Bagging PLS are combined.In this method,multiple PLS models are trained on sub-training sets,derived from the training set using the random sampling with replacement approach.The regression coefficients of all the sub-PLS models are fused in a joint regression coefficient matrix.The final projection direction is then estimated by performing the PCA on the joint regression coefficient matrix.Subsequently,the proposed PMA method is compared with other traditional dimension reduction methods,such as PLS,Bagging PLS,Linear discriminant analysis(LDA)and PLS-LDA.Experimental results on six public datasets demonstrate that our proposed method consistently outperforms other approaches in terms of classification performance and exhibits greater stability.Additionally,it is employed in the application of financial statement fraud identification.PMA and other five algorithms are utilized to financial statement fraud which concerned by the academic community,and the results indicate that the classification of PMA surpassed that of the other methods.
基金supported by the National Natural Science Foundation of China(Nos.62272379,T2341003,U22B2019,and 62102310)the Natural Science Basic Research Plan in Shaanxi Province(No.2021JM-018)+1 种基金the Key R&D in Shaanxi Province(No.2023-YBGY-269)the Fundamental Research Funds for the Central Universities(No.xzy012023068).
文摘Financial statement fraud refers to malicious manipulations of financial data in listed companies'annual statements.Traditional machine learning approaches focus on individual companies,overlooking the interactive relationships among companies that are crucial for identifying fraud patterns.Moreover,fraud detection is a typical imbalanced binary classification task with normal samples outnumbering fraud ones.In this paper,we propose a multi-relational graph convolutional network,named FraudGCN,for detecting financial statement fraud.A multi-relational graph is constructed to integrate industrial,supply chain,and accounting-sharing relationships,effectively encapsulating the multidimensional and complex interactions among companies.We then develop a multi-relational graph convolutional network to aggregate information within each relationship and employ an attention mechanism to fuse information across multiple relationships.The attention mechanism enables the model to distinguish the importance of different relationships,thereby aggregating more useful information from key relationships.To alleviate the class imbalance problem,we present a diffusion-based under-sampling strategy that strategically selects key nodes globally for model training.We also employ focal loss to assign greater weights to harder-to-classify minority samples.We build a real-world dataset from the annual financial statement of listed companies in China.The experimental results show that FraudGCN achieves an improvement of 3.15%in Macro-recall,3.36%in Macro-F1,and 3.86%in GMean compared to the second-best method.The dataset and codes are publicly available at:https://github.com/XNetLab/MRG-for-Finance.
文摘On July 24th, Lectra's Board of Directors, chaired by Daniel Harari, reviewed the consolidated financial statements for the first half of 2025, which have been subject to a limited review by the Statutory Auditors.
基金supported by the National Social Science Foundation of China(Grant No.17BJY019).
文摘This study investigates the relationship between the tone of financial disclosures and managers’earnings management behavior using Form 20-F filings of Chinese firms listed in the U.S.during 2002–2014.The results show that the proportion of positive,uncertain,or modal words used in financial disclosures is positively related to corporate earnings management,implying that managers attempt to conceal earnings management behavior by manipulating the tone of their financial reports.In addition,robustness tests are conducted using an alternative proxy for earnings management that considers the effects of the financial crisis and separately examines the information and non-information technology industries.The results suggest that the tone used in financial disclosures has informative value,and textual analysis can be an effective tool for identifying earnings management.
文摘This contribution analyzes the impact of new International Financial Reporting Standards （IFRS） reporting rules on financial ratios prepared in the Czech companies. Using a sample of 16 Czech firms, we attempt to measure the scope and size of the differences in the selected set of financial ratios as calculated with data reported according to the traditional Czech accounting standards （CAS） and under the IFRS provisions. Our study discovers that there are important differences resulting from the two reporting formats. Our research comes to a conclusion that translation of Czech statements to IFRS may cause changes in the values of financial indicators without relationship to the real change in the firms＇ value, performance, and stability. Even though the findings were not statistically significant, the indicative results of our measurements disclosed an important fact that the transition to IFRS could cause deterioration of key indicators and thereby could impact on the overall rating of companies. One needs to be cautious with generalization due to the small sample size.
