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The purpose of this paper is to systematically analyze the literature around regulatory compliance and market manipulation in capital markets through the use of bibliometrics and propose future research directions. Under the domain of capital markets, this theme is a niche area of research where greater academic investigations are required. Most of the research is fragmented and limited to a few conventional aspects only. To address this gap, this study engages in a large-scale systematic literature review approach to collect and analyze the research corpus in the post-2000 era.

The big data corpus comprising research articles has been extracted from the scientific Scopus database and analyzed using the VoSviewer application. The literature around the subject has been presented using bibliometrics to give useful insights on the most popular research work and articles, top contributing journals, authors, institutions and countries leading to identification of gaps and potential research areas.

Based on the review, this study concludes that, even in an era of global market integration and disruptive technological advancements, many important aspects of this subject remain significantly underexplored. Over the past two decades, research has lagged behind the evolution of capital market crime and market regulations. Finally, based on the findings, the study suggests important future research directions as well as a few research questions. This includes market manipulation, market regulations and new-age technologies, all of which could be very useful to researchers in this field and generate key inputs for stock market regulators.

The limitation of this research is that it is based on Scopus database so the possibility of omission of some literature cannot be completely ruled out. More advanced machine learning techniques could be applied to decode the finer aspects of the studies undertaken so far.

Increased integration among global markets, fast-paced technological disruptions and complexity of financial crimes in stock markets have put immense pressure on market regulators. As economies and equity markets evolve, good research investigations can aid in a better understanding of market manipulation and regulatory compliance. The proposed research directions will be very useful to researchers in this field as well as generate key inputs for stock market regulators to deal with market misbehavior.

This study has adopted a period-wise broad-based scientific approach to identify some of the most pertinent gaps in the subject and has proposed practical areas of study to strengthen the literature in the said field.

This paper aims to investigate the relationship between corporate environmental, social and governance (ESG) ratings and leverage manipulation and the moderating effects of internal and external supervision.

The authors draw on a sample of Chinese non-financial A-share-listed firms from 2013 to 2020 to explore the effect of ESG ratings on leverage manipulation. Robustness and endogeneity tests confirm the validity of the regression results.

ESG ratings inhibit leverage manipulation by improving social reputation, information transparency and financing constraints. This effect is weakened by internal supervision, captured by the ratio of institutional investor ownership, and strengthened by external supervision, captured by the level of marketization. The effect is stronger in non-state-owned firms and firms in non-polluting industries. The governance dimension of ESG exhibits the strongest effect, with comprehensive environmental governance ratings and social governance ratings also suppressing leverage manipulation.

Firms should strive to cultivate environmental awareness, fulfil their social responsibilities and enhance internal governance, which may help to strengthen the firm’s sustainability orientation, mitigate opportunistic behaviours and ultimately contribute to high-quality firm development. The top managers of firms should exercise self-restraint and take the initiative to reduce leverage manipulation by establishing an appropriate governance structure and sustainable business operation system that incorporate environmental and social governance in addition to general governance.

Policymakers and regulators should formulate unified guidelines with comprehensive criteria to improve the scope and quality of ESG information disclosure and provide specific guidance on ESG practice for firms. Investors should incorporate ESG ratings into their investment decision framework to lower their portfolio risk.

This study contributes to the literature in four ways. Firstly, to the best of the authors’ knowledge, it is among the first to show that high ESG ratings may mitigate firms’ opportunistic behaviours. Secondly, it identifies the governance factor of leverage manipulation from the perspective of firms’ subjective sustainability orientation. Thirdly, it demonstrates that the relationship between ESG ratings and leverage manipulation varies with the level of internal and external supervision. Finally, it highlights the importance of governance in guaranteeing the other two dimensions’ roles by decomposing overall ESG.

Financial manipulation means the modification made knowingly and willfully by businesses in accounting records and transactions, in financial statements, through addition and subtraction, for the purpose of misleading financial information users. Financial manipulations are expected to have an effect on the decisions of financial information users. The present study was established on the basis of two main objectives. The first objective is to determine whether banks, which are Public Interest Entities (PIE), manipulate their financial statements. As for the second objective, it is to reveal whether the detected financial manipulations have an effect on investor decisions. The research conducted to achieve the first objective is based on the examination of independent audit reports for the periods between 2009 and 2017, pertaining to 45 banks registered to the Banks Association of Turkey, in terms of presented opinions. Data acquired from examined reports were subjected to content analysis via the Microsoft Excel program. In line with the second objective of the study, investor numbers for the periods between 2010 and 2017, of 13 banks, which are within the scope of BIST BANK, were included in the analysis, according to data acquired from the Central Registry Agency. Financial statements of banks, with audit reports in which a qualified opinion is expressed, were considered to have been manipulated. SPSS 22.0 statistics pack software was used to analyze whether investment demands toward these banks had an effect on decisions of domestic and foreign investors. In the analysis, frequency and One-Way ANOVA tests were used. In consequence of the analyses conducted, it was determined that, around one fifth of financial statements of PIE banks, pertaining to the periods between 2009 and 2017, were manipulated; it was mostly committed by private banks, and majority of the manipulations were committed due to free provisions made. It was also observed that manipulations did not have an effect on decisions of neither domestic nor foreign investors. The reason behind the latter is the fact that while the level of manipulations in financial statements is significant, it is not a widespread occurrence.

Conventional tests of the regression discontinuity design’s identifying restrictions can perform poorly when the running variable is discrete. This paper proposes a test for manipulation of the running variable that is consistent when the running variable is discrete. The test exploits the fact that if the discrete running variable’s probability mass function satisfies a certain smoothness condition, then the observed frequency at the threshold has a known conditional distribution. The proposed test is applied to vote tally distributions in union representation elections and reveals evidence of manipulation in close elections that is in favor of employers when Republicans control the NLRB and in favor of unions otherwise.

The purpose of the financial statements is to present the situations of the enterprises, such as the financial situation, results of operations, etc., in the decision-making processes to the related parties in a suitable, comparable, and realistic manner. In recent years, professional frauds in enterprises have been seriously reflected in financial statements and this has resulted in the manipulation of financial information.

In this study, we aim to determine financial firms, which might manipulate the financial information, by applying the Beneish model and then determine the financial indicators of possible financial statement manipulation, using logistic regression. For this purpose, companies included constantly in Borsa İstanbul-50 (BIST-50) 2015, 2016, and 2017 were examined. After the enterprises which have the possibility of financial manipulation are determined by the Beneish model, it is understood that there is a positive relationship between the probability of manipulating financial information and the Asset Quality Index and Sales, general and administrative expenses index.

This paper introduces a method by which researchers can assess the strength of their status manipulations in experimental research by comparing them against Monte Carlo simulated distributions that use aggregate Status Characteristics Theory (SCT) data.

This paper uses Monte Carlo methods to simulate the m and q parameter distributions and the proportion of stay (P(s)) score distributions for four commonly used status situations. It also presents findings from an experiment that highlight the processes by which researchers can utilize these simulated distributions in their assessment of novel status manipulations.

Findings indicate that implicitly relevant status manipulations have considerably more overlapping P(s) scores in the simulated distributions of high and low states of a status characteristic than explicitly relevant status manipulations. Findings also show that a novel status manipulation, the handedness manipulation, sufficiently creates high- and low-status differences in P(s) scores.

Future researchers can use these simulated distributions to plot the mean P(s) scores of each of their experimental conditions on the overlapping distribution for the corresponding status manipulation. Manipulations that produce scores that fall outside of the range of overlapping values are also likely to create status differences between conditions in other settings or populations.

As the foundation for understanding the dynamics of the construction sector's corruption, this study examines building contractors' experiences of the stifling of moral, communal and cultural values in the name of modern social and religious principles.

This study's objective was accomplished in two phases. First, a theoretical model was constructed. The theory is then tested using structural equation modeling in the second section. The theory suggests that, based on social norm and institutional theories, social disquietude and religious manipulation influence the interaction and types of corruption in the Nigerian construction sector. From this theory, it was deduced that social malaise (hypothesis 1) and religious manipulations (hypothesis 2) mediate the processes and forms of corruption in the construction sector. To validate the hypotheses, a structural equation model (SEM) was developed and tested.

Native intelligence, new values, social quests and poverty are the social malaises that are profoundly responsible for corruption manifestations in the construction industry. The findings confirmed that construction stakeholders are heavily influenced financially and spiritually by religious organizations. Construction stakeholders engage in corrupt activities as a result of the ravenousness and self-interest bestowed on them by religious manipulation and the significant contribution of social malaise. The study admits that social engineering is required to integrate local wisdom and values into Nigerian society in order to mitigate the negative consequences of social unrest and religious manipulations.

This study has contributed to a branch of the literature on corruption in the construction industry that aims to identify the hidden factors that drive the sector's corruption dynamics. It has shown how many different problems in society and religious beliefs can make building contractors more likely to be dishonest. In order to improve project delivery, this study emphasized the importance of investigating the relationship between religious affiliations, religious doctrines and domination and religious competition on corruption in the construction industry.

Following the findings of this study, the majority of construction stakeholders place their trust in unmerited favor, “spirit money,” prosperity gospels and the payment of offerings and “seed money” to win contracts. This implies that construction stakeholders will most likely be deceptive in their dealings, increasing the quantity of certified work, increasing variation claims and engaging in collusion. This is because their faith in inconceivable favors and the exchange of offerings for blessings would lead them to perceive fraudulent practices as a favor.

This study is unique in that it sought to determine whether construction stakeholders' corrupt tendencies stem from religious manipulations and complex social systems.

The purpose of this study is to examine the trade-off between accrual and real activity earnings manipulation by considering gender and punishment as one aspect of clawbacks.

To achieve the research objectives, experimental design research was used, involving 183 professional accountants in Indonesia. This was followed by interviews with board members of public companies in Indonesia.

After the adoption of clawbacks, the intention to manipulate accruals decreased more among women than among men. However, the possible unintended consequences of clawbacks, particularly an increase in real activity manipulation, did not differ between women and men.

There are still few studies that use experimental designs to examine the consequences of clawback. Our study is expected to provide a novel contribution to the literature on the consequences of clawbacks as we use an experimental method. Besides, previous research that tested the consequences of clawback, using both archival and experimental data, had not considered the gender aspect, thus prompting this study to fill the research gap related to the consequences of clawback adoption by including the gender variable.