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Keywords = earnings manipulation

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28 pages, 375 KB  
Article
Enterprise Risk Management and Earnings Management: Accrual-Based and Real Activities Evidence from Chinese Listed Firms
by Zhihui Zong, Mohd Hafizuddin Syah Bangaan Abdullah, Syajarul Imna Mohd Amin and Mohd Hasimi Yaacob
J. Risk Financial Manag. 2026, 19(5), 339; https://doi.org/10.3390/jrfm19050339 - 8 May 2026
Viewed by 830
Abstract
Earnings management undermines financial transparency and threatens long-term corporate sustainability, particularly in emerging markets where principal–agent conflicts remain pronounced. In China’s capital market, performance-based incentives may motivate managers to manipulate reported earnings, thereby impairing investor protection and governance quality. Despite growing interest in [...] Read more.
Earnings management undermines financial transparency and threatens long-term corporate sustainability, particularly in emerging markets where principal–agent conflicts remain pronounced. In China’s capital market, performance-based incentives may motivate managers to manipulate reported earnings, thereby impairing investor protection and governance quality. Despite growing interest in enterprise risk management (ERM) as a holistic governance mechanism, empirical evidence on its effectiveness in constraining earnings manipulation remains limited. This paper investigates the governance role of ERM in mitigating both accrual-based earnings management (AEM) and real earnings management (REM) among Chinese listed firms over the period 2019–2024. Using panel regression models, this study examines whether higher ERM engagement is associated with lower levels of earnings manipulation. The results indicate that ERM is significantly and negatively related to both AEM and REM. These findings remain robust to alternative variable definitions, different sample period specifications, interaction analyses between accrual-based and real earnings management, alternative constructions of ERM (including PCA-based measures and exclusion of reporting-related components), and endogeneity tests using industry–year average ERM as a proxy. Further heterogeneity analyses reveal that the constraining effect of ERM on REM is more pronounced in firms audited by non-Big Four auditors, while the effect is weaker in Big Four audited firms. Overall, the evidence suggests that ERM functions as an effective internal governance mechanism that enhances financial reporting quality and supports sustainable corporate performance. This paper contributes to the sustainability and corporate governance literature by providing empirical evidence from an emerging market context and offers practical implications for regulators and corporate decision-makers seeking to strengthen risk governance frameworks. Full article
(This article belongs to the Section Business and Entrepreneurship)
27 pages, 779 KB  
Article
The IFRS Paradox: Audit Quality, Not Manipulation Scores, Prices Reporting Risk in Frontier Markets
by Wil Martens
J. Risk Financial Manag. 2026, 19(5), 321; https://doi.org/10.3390/jrfm19050321 - 28 Apr 2026
Viewed by 695
Abstract
Manipulation-detection models calibrated in developed markets are routinely applied to frontier economies without validation, yet the institutional conditions that make such tools function as pricing signals are rarely present in those settings. This study provides the first systematic test of the Beneish M-Score [...] Read more.
Manipulation-detection models calibrated in developed markets are routinely applied to frontier economies without validation, yet the institutional conditions that make such tools function as pricing signals are rarely present in those settings. This study provides the first systematic test of the Beneish M-Score and Dechow F-Score as return predictors in Vietnam, a frontier market navigating staged International Financial Reporting Standards (IFRS) convergence. Apparent negative associations between manipulation scores and excess returns under System Generalized Method of Moments (System GMM) do not survive panel fixed effects, Fama–MacBeth, or between-firm estimation. Persistent second-order serial correlation confirms that the GMM signal reflects frontier-market return momentum rather than manipulation pricing. By contrast, Big Four audit quality generates a robust cross-sectional return premium, establishing audit credibility as the operative governance channel where regulatory enforcement is absent. Survival analysis further shows that high-risk firms face substantially elevated exit hazards, demonstrating that reporting risk shapes long-run viability even where short-run pricing is absent. These findings constitute an IFRS paradox: Vietnam has adopted the institutional form of international reporting standards while lacking the informational infrastructure to support detection models that function as reliable pricing signals. Governance infrastructure, not standards convergence, is the operative condition for market discipline in frontier settings. Full article
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21 pages, 495 KB  
Article
Does Earning Management Matter for the Tax Avoidance and Investment Efficiency Nexus? Evidence from an Emerging Market
by Ingi Hassan Sharaf, Racha El-Moslemany, Tamer Elswah, Abdullah Almutairi and Samir Ibrahim Abdelazim
J. Risk Financial Manag. 2026, 19(1), 67; https://doi.org/10.3390/jrfm19010067 - 14 Jan 2026
Viewed by 1300
Abstract
This study examines the impact of tax avoidance practices on investment efficiency in Egypt, with particular emphasis on the moderating role of earnings management by exploring whether these tactics reflect managerial opportunism or serve as a mechanism to ease financial constraints. We employ [...] Read more.
This study examines the impact of tax avoidance practices on investment efficiency in Egypt, with particular emphasis on the moderating role of earnings management by exploring whether these tactics reflect managerial opportunism or serve as a mechanism to ease financial constraints. We employ panel data regression to analyze a sample of 58 non-financial firms listed on the Egyptian Exchange (EGX) over the period 2017–2024, yielding 464 firm-year observations. Data are collected from official corporate websites, EGX, and Egypt for Information Dissemination (EGID). Grounded in agency theory, signaling theory, and pecking order theory, this study reveals how conflicts of interest and information asymmetry between managers and stakeholders lead to managerial opportunism. The findings show that tax avoidance undermines the investment efficiency in the Egyptian market. Earnings manipulation further intensified this effect due to the financial statements’ opacity. A closer examination reveals that earnings management exacerbates overinvestment by masking managerial decisions. Conversely, for financially constrained firms with a tendency to underinvest, tax avoidance and earnings management may contribute to improved efficiency by generating internal liquidity and alleviating external financing constraints. These results provide valuable insights for regulators, highlighting that policy should be directed against managerial opportunism and improving transparency, instead of focusing solely on curbing tax avoidance. From an investor perspective, they should closely monitor and understand the tax-planning strategies to ensure they enhance the firm’s value. Full article
(This article belongs to the Special Issue Tax Avoidance and Earnings Management)
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18 pages, 776 KB  
Article
Encoding Effort Eliminates the Animacy Advantage in Memory When Manipulated with Value-Directed Remembering
by Julia N. Keiner, Nicolasa C. Villalobos, T. D. Kelley and Michael J. Serra
Behav. Sci. 2026, 16(1), 30; https://doi.org/10.3390/bs16010030 - 23 Dec 2025
Viewed by 740
Abstract
People are more likely to remember words that refer to living/animate things than nonliving/inanimate things across various memory tasks, yielding an animacy advantage in recall. We tested an encoding-effort explanation for this effect: that people naturally devote more attention or encoding effort to [...] Read more.
People are more likely to remember words that refer to living/animate things than nonliving/inanimate things across various memory tasks, yielding an animacy advantage in recall. We tested an encoding-effort explanation for this effect: that people naturally devote more attention or encoding effort to living things over nonliving things during encoding, producing the effect. We used both between-participants (Experiment 1) and within-participants (Experiment 2) manipulations of value (i.e., participants earned a different number of points for each word they recalled) to affect encoding effort at the task and item level, respectively. We predicted that leading participants to devote more encoding effort to the items (in particular, the inanimate words) would reduce or even eliminate the animacy advantage, as has been found in some prior studies that used mental-imagery manipulations. Overall, participants recalled more animate words than inanimate words and recalled more words under higher-effort than under lower-effort conditions. In line with our predictions, these two factors interacted: the animacy effect was eliminated under higher-effort conditions, as these conditions led to an increase in the recall of inanimate words compared to animate words. The results therefore support an encoding-effort explanation for the animacy advantage in free-recall performance. Full article
(This article belongs to the Section Cognition)
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14 pages, 416 KB  
Article
Does Audit Quality Enhance the Value Relevance of Earnings and Book Value on the Market Price of Common Shares? Evidence from Thailand
by Nimnual Visedsun, Kenika Haekerd, Pimook Kwanmuang and Somnuk Aujirapongpan
J. Risk Financial Manag. 2025, 18(10), 547; https://doi.org/10.3390/jrfm18100547 - 29 Sep 2025
Cited by 1 | Viewed by 4649
Abstract
This study examines whether audit quality enhances the value relevance of earnings and book value of equity in explaining market prices of common shares in Thailand’s emerging market. Using data from 401 non-financial firms listed on the Stock Exchange of Thailand between 2021 [...] Read more.
This study examines whether audit quality enhances the value relevance of earnings and book value of equity in explaining market prices of common shares in Thailand’s emerging market. Using data from 401 non-financial firms listed on the Stock Exchange of Thailand between 2021 and 2023, we analyze 1203 firm-year observations collected from Bloomberg and company annual reports. Multiple regression results show that earnings per share (EPS), book value per share (BVPS), and audit quality measures are significantly associated with share prices. Audit quality is proxied by audit firm size, audit fees, and financial statement irregularities (Beneish M-score). Big 4 auditors increase the relevance of book value, while higher audit fees strengthen the earnings–price relationship. Conversely, firms with higher M-scores, signaling potential earnings manipulation, display weakened associations between accounting metrics and share value. These findings highlight audit quality’s role in reducing information asymmetry, reinforcing investor trust, and supporting market efficiency in a post-crisis environment. By integrating audit quality into the Ohlson valuation framework, this study contributes to the literature on audit assurance and capital market behavior in emerging economies, offering insights for investors, regulators, and managers regarding the credibility of financial reporting. Full article
(This article belongs to the Section Applied Economics and Finance)
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27 pages, 616 KB  
Article
Assessing the Risk of Earnings Management Through the Lens of Individual Moral Philosophy: Insights from Accounting Professionals
by Anna Misztal and Michał Comporek
Risks 2025, 13(10), 184; https://doi.org/10.3390/risks13100184 - 25 Sep 2025
Cited by 2 | Viewed by 3213
Abstract
This study explores how individual moral philosophies influence accountants’ ethical perceptions of earnings management risk, addressing the broader question of how moral reasoning interacts with the cultural environment in shaping financial reporting decisions. Although accounting standards such as IFRS/IAS aim to harmonize reporting, [...] Read more.
This study explores how individual moral philosophies influence accountants’ ethical perceptions of earnings management risk, addressing the broader question of how moral reasoning interacts with the cultural environment in shaping financial reporting decisions. Although accounting standards such as IFRS/IAS aim to harmonize reporting, cultural, and institutional factors can lead professionals to interpret and apply them differently, making ethical perceptions context-dependent. Building on positive accounting theory and Forsyth’s model of personal moral philosophy, we conducted a scenario-based survey among Polish accounting professionals, using an extended set of earnings management scenarios developed by Bruns and Merchant and modified by Jooste. Our results indicate that subjectivists demonstrate greater ethical sensitivity to earnings-altering behavior, while absolutists exhibit the least. We also examined ethical evaluations across different types of earnings management practices, including income-increasing versus income-decreasing, accrual-based versus real earnings management, and multi-year versus single-year manipulations. Understanding how different moral orientations influence the perception of managerial interventions in reported figures can help executives foster an organizational culture that promotes the provision of reliable and accurate information to stakeholders. Study limitations include sample size and scope, suggesting the need for future research incorporating broader demographics and contextual variables. Full article
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31 pages, 3516 KB  
Review
Design, Control, and Applications of Granular Jamming Grippers in Soft Robotics
by J. Cortes and C. Miranda
Robotics 2025, 14(10), 132; https://doi.org/10.3390/robotics14100132 - 24 Sep 2025
Cited by 7 | Viewed by 6446
Abstract
Granular jamming grippers have emerged as a versatile solution in soft robotics due to their ability to manipulate objects of various shapes and sizes, earning them the label of “universal grippers”. They are composed of granular material confined within an elastic membrane that [...] Read more.
Granular jamming grippers have emerged as a versatile solution in soft robotics due to their ability to manipulate objects of various shapes and sizes, earning them the label of “universal grippers”. They are composed of granular material confined within an elastic membrane that conforms to the object like a fluid and solidifies upon vacuum application, enabling a firm grip through friction and grain interlocking. This work provides a systematic review of the state of the art, addressing their physical principles, the influence of grain and membrane properties, performance characterization methods, and applications across diverse fields. Additionally, the main control variables of these grippers closely related to state variables used in control systems are discussed, along with the current knowledge gaps. Finally, five potential directions for future research are proposed. Full article
(This article belongs to the Special Issue Dynamic Modeling and Model-Based Control of Soft Robots)
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27 pages, 539 KB  
Article
Earnings Management and IFRS Adoption Influence on Corporate Sustainability Performance: The Moderating Roles of Institutional Ownership and Board Independence
by Abdelnaser M. Mohamed Amer, Asil Azimli and Muri Wole Adedokun
Sustainability 2025, 17(17), 7981; https://doi.org/10.3390/su17177981 - 4 Sep 2025
Cited by 5 | Viewed by 5116
Abstract
Many companies engage in earnings manipulation that obscures their actual financial condition and sustainability efforts, undermining the credibility of financial reports and eroding stakeholder trust. To address these concerns, the United Kingdom has strictly adhered to International Financial Reporting Standards (IFRS), enhancing financial [...] Read more.
Many companies engage in earnings manipulation that obscures their actual financial condition and sustainability efforts, undermining the credibility of financial reports and eroding stakeholder trust. To address these concerns, the United Kingdom has strictly adhered to International Financial Reporting Standards (IFRS), enhancing financial transparency and reducing the risk of manipulation. This study applies agency theory to examine the effects of earnings management and IFRS adoption on corporate sustainability performance, while also assessing the moderating roles of institutional ownership and board independence. Data were drawn from 248 companies listed on the London Stock Exchange between 2002 and 2024, using purposive sampling and sourced from Thomson Reuters Eikon DataStream. Advanced estimation techniques, specifically the Augmented Mean Group (AMG) and fixed effects models with Driscoll-Kraay standard errors, were employed to address cross-sectional dependence and slope heterogeneity. The results indicate that earnings management, as measured by discretionary accruals, has a significant negative impact on sustainability performance. In contrast, the adoption of IFRS has a positive and significant influence on sustainability outcomes. Additionally, institutional ownership and board independence significantly moderate the adverse effects of earnings management, leading to improved sustainability performance. The findings suggest that managers should enhance the clarity and accountability of financial reporting by implementing robust internal systems aligned with IFRS, conducting regular compliance audits, and training finance staff on current disclosure standards. Full article
21 pages, 356 KB  
Article
Accrual vs. Real Earnings Management in Internationally Diversified Firms: The Role of Institutional Supervision
by Yan-Jie Yang, Yunsheng Hsu, Qian Long Kweh and Jawad Asif
J. Risk Financial Manag. 2025, 18(7), 404; https://doi.org/10.3390/jrfm18070404 - 21 Jul 2025
Cited by 4 | Viewed by 6839
Abstract
This study investigates whether internationally diversified firms substitute between accrual-based and real earnings management and examines how institutional supervision moderates this relationship. Drawing on a sample of Taiwanese firms listed on the Taiwan Stock Exchange from 2003 to 2016, we conduct regression analyses [...] Read more.
This study investigates whether internationally diversified firms substitute between accrual-based and real earnings management and examines how institutional supervision moderates this relationship. Drawing on a sample of Taiwanese firms listed on the Taiwan Stock Exchange from 2003 to 2016, we conduct regression analyses to test our hypothesis. We find that internationally diversified firms actively shift between accrual and real earnings management strategies depending on the constraints they face. Specifically, firms tend to rely more on accrual-based manipulation when information asymmetry is high and switch to real earnings management when accruals are more easily detected. We also show that stronger institutional supervision—measured by information transparency and investor protection—significantly curbs accrual-based earnings management. These findings reflect the higher volatility and agency problems associated with international operations, such as exposure to foreign risks and the distance between parent and subsidiary firms. By highlighting the conditions under which firms manage earnings and the supervisory mechanisms that constrain such behavior, this study offers practical insights for managers seeking to smooth earnings, investors aiming to evaluate firm transparency, and policymakers designing regulations to deter opportunistic financial reporting. Full article
(This article belongs to the Special Issue Financial Reporting Quality and Capital Markets Efficiency)
15 pages, 544 KB  
Article
Gender Diverse Boardrooms and Earnings Manipulation: Does Democracy Matter?
by Evangelos G. Varouchas, Stavros E. Arvanitis and Christos Floros
Risks 2025, 13(7), 126; https://doi.org/10.3390/risks13070126 - 30 Jun 2025
Viewed by 1488
Abstract
We investigate the influence of boardroom gender diversity on earnings management. Drawing on a sample of European firms over the 2010–2023 period, we document an inverted U-shaped nexus between boardroom gender heterogeneity and earnings manipulation. Moreover, we also find that the Democracy Index [...] Read more.
We investigate the influence of boardroom gender diversity on earnings management. Drawing on a sample of European firms over the 2010–2023 period, we document an inverted U-shaped nexus between boardroom gender heterogeneity and earnings manipulation. Moreover, we also find that the Democracy Index moderates the curvilinear nexus by flattening the inverted U-curve and shifting the inflection point leftward. Our findings are consistent across various measures of earnings management and different econometric approaches, offering valuable insights for European policymakers. Full article
(This article belongs to the Special Issue Sustainable Corporate Governance and Corporate Risks)
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28 pages, 637 KB  
Article
Do Syndicated Loan Borrowers Trade-Off Real Activities Manipulation with Accrual-Based Earnings Management?
by Dina El Mahdy
J. Risk Financial Manag. 2025, 18(6), 327; https://doi.org/10.3390/jrfm18060327 - 16 Jun 2025
Viewed by 1689
Abstract
This study investigates how managers choose between alternative earnings management mechanisms among syndicated loan borrowers. Specifically, it examines the trade-off between accrual-based earnings management (AEM) and real activities manipulation (RAM) during the period leading up to syndicated loan origination. The study also explores [...] Read more.
This study investigates how managers choose between alternative earnings management mechanisms among syndicated loan borrowers. Specifically, it examines the trade-off between accrual-based earnings management (AEM) and real activities manipulation (RAM) during the period leading up to syndicated loan origination. The study also explores whether lender monitoring mechanisms influence subsequent earnings management behavior. The syndicated loan market, positioned between the private and public fixed income markets, offers a distinctive context for analyzing these strategic decisions. Using a propensity score-matched sample of syndicated and bilateral loans issued between 1989 and 2005, the study finds that firms obtaining syndicated loans are more likely to engage in earnings manipulation beforehand, relying more heavily on AEM than on RAM. Further analysis reveals that monitoring mechanisms—such as lender reputation, the number of syndicate members, loan size, and loan maturity—are significantly associated with future changes in AEM but show a weaker relationship with changes in RAM. Full article
(This article belongs to the Special Issue Earnings Management and Loan Contracts)
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40 pages, 371 KB  
Article
Determinants and Drivers of Large Negative Book-Tax Differences: Evidence from S&P 500
by Sina Rahiminejad
J. Risk Financial Manag. 2025, 18(6), 291; https://doi.org/10.3390/jrfm18060291 - 23 May 2025
Viewed by 3886
Abstract
Temporary book-tax differences (BTDs) serve as critical proxies for understanding corporate earnings management and tax planning. However, the drivers of large negative BTDs (LNBTDs)—where book income falls below taxable income—remain underexplored. This study investigates the determinants and components of LNBTDs, focusing on their [...] Read more.
Temporary book-tax differences (BTDs) serve as critical proxies for understanding corporate earnings management and tax planning. However, the drivers of large negative BTDs (LNBTDs)—where book income falls below taxable income—remain underexplored. This study investigates the determinants and components of LNBTDs, focusing on their relationship with deferred tax assets (DTAs) and liabilities (DTLs). Utilizing hand-collected data from the tax disclosures of S&P 500 firms’ 10-K filings (2007–2023), I analyze 4685 firm-year observations to identify specific accounting items driving LNBTDs. Findings reveal that deferred revenue, goodwill impairments, R&D, CapEx, environmental obligations, pensions, contingency liabilities, leases, and receivables are significant contributors, often generating substantial DTAs due to timing mismatches between book and tax recognition. Notably, high-tech industries, like the pharmaceutical, medical, and computers and software industries, exhibit pronounced LNBTDs, driven by upfront revenue recognition for tax purposes and deferred recognition for financial reporting, capitalization, amortization and depreciation effects, and other deferred tax components. Regression analyses confirm strong associations between these components and LNBTDs, with asymmetry in reversal patterns suggesting that initial differences do not always offset symmetrically over time. While prior research emphasizes large positive BTDs and tax avoidance, this study highlights economic and industry-specific characteristics as key LNBTD drivers, with limited evidence of earnings manipulation via deferred taxes. These insights enhance the value relevance of deferred tax disclosures and offer implications for reporting standards, tax policy, and research into BTD dynamics. Full article
(This article belongs to the Section Applied Economics and Finance)
19 pages, 468 KB  
Article
Does State-Owned Enterprises’ Performance Evaluation Detect Earnings Manipulation?
by Chunghyeok Im, Xiyu Rong, Myung-In Kim and Jin-Cheol Bae
Sustainability 2025, 17(9), 3827; https://doi.org/10.3390/su17093827 - 24 Apr 2025
Viewed by 2732
Abstract
Performance evaluation systems serve as a crucial governance mechanism in enhancing operational efficiency and ensuring sustainable growth for state-owned enterprises (SOEs). Despite their significance, the effectiveness of these evaluation systems has received limited academic attention. This study examines how performance evaluations address earnings [...] Read more.
Performance evaluation systems serve as a crucial governance mechanism in enhancing operational efficiency and ensuring sustainable growth for state-owned enterprises (SOEs). Despite their significance, the effectiveness of these evaluation systems has received limited academic attention. This study examines how performance evaluations address earnings manipulation issues, focusing specifically on both accrual-based and real activity-based earnings management. Our empirical findings indicate that SOEs with higher accrual-based earnings management receive significantly lower ratings in performance evaluations. However, no significant relationship is observed between real activity-based management and performance evaluation ratings. These results suggest that while performance evaluations effectively account for accrual-based earnings manipulation, they fail to capture real activity-based earnings management. Our study emphasizes the need for a more nuanced approach to performance evaluation that not only detects accrual manipulation but also considers operational adjustments made by managers. Furthermore, these findings imply that performance evaluation committees and government regulators should integrate industry-specific expertise into the evaluation process to enhance the detection of real earnings manipulation, thereby strengthening governance tools in SOEs. This research contributes to the broader discourse on improving effectiveness in public sector performance assessments. Full article
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18 pages, 2532 KB  
Review
Vitamin D: Beyond Traditional Roles—Insights into Its Biochemical Pathways and Physiological Impacts
by Vlad Mihai Voiculescu, Andreea Nelson Twakor, Nicole Jerpelea and Anca Pantea Stoian
Nutrients 2025, 17(5), 803; https://doi.org/10.3390/nu17050803 - 26 Feb 2025
Cited by 25 | Viewed by 15464
Abstract
Background: It is true that vitamin D did not earn its title as the “sunshine vitamin” for nothing. In recent years, however, there has been a shift in the perception surrounding vitamin D to a type of hormone that boasts countless bioactivities and [...] Read more.
Background: It is true that vitamin D did not earn its title as the “sunshine vitamin” for nothing. In recent years, however, there has been a shift in the perception surrounding vitamin D to a type of hormone that boasts countless bioactivities and health advantages. Historically, vitamin D has been known to take care of skeletal integrity and the calcium–phosphorus balance in the body, but new scientific research displays a much larger spectrum of actions handled by this vitamin. Materials and Methods: A systematic literature search was performed using the following electronic databases: PubMed, Scopus, Web of Science, Embase, and Cochrane Library. Results: Many emerging new ideas, especially concerning alternative hormonal pathways and vitamin D analogs, are uniformly challenging the classic “one hormone–one receptor” hypothesis. To add more context to this, the vitamin D receptor (VDR) was previously assumed to be the only means through which the biologically active steroid 1,25-dihydroxyvitamin D3 could impact the body. Two other molecules apart from the active hormonal form of 1,25(OH)2D3 have gained interest in recent years, and these have reinvigorated research on D3 metabolism. These metabolites can interact with several other nuclear receptors (like related orphan receptor alpha—RORα, related orphan receptor gamma—RORγ, and aryl hydrocarbon receptor—AhR) and trigger various biological responses. Conclusions: This paper thus makes a case for placing vitamin D at the forefront of new holistic and dermatological health research by investigating the potential synergies between the canonical and noncanonical vitamin D pathways. This means that there are now plentiful new opportunities for manipulating and understanding the full spectrum of vitamin D actions, far beyond those related to minerals. Full article
(This article belongs to the Special Issue Assessment of Vitamin D Status and Intake in Human Health)
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18 pages, 342 KB  
Article
The Nexus of Research and Development Intensity with Earnings Management: Empirical Insights from Jordan
by Abdelrazaq Farah Freihat, Ayda Farhan and Ibrahim Khatatbeh
J. Risk Financial Manag. 2025, 18(1), 22; https://doi.org/10.3390/jrfm18010022 - 9 Jan 2025
Cited by 2 | Viewed by 5884
Abstract
Driven by positive accounting, agency, and political and economic theories, this study examines the relationship between research and development (R&D) intensity and earnings management for listed pharmaceutical companies in the Amman Stock Exchange (ASE) between 2008 and 2021. Employing panel regression methods, the [...] Read more.
Driven by positive accounting, agency, and political and economic theories, this study examines the relationship between research and development (R&D) intensity and earnings management for listed pharmaceutical companies in the Amman Stock Exchange (ASE) between 2008 and 2021. Employing panel regression methods, the results reveal a positive association between R&D investment and earnings manipulation. Specifically, after two or three R&D delays, the association survived. Moreover, firm size negatively affects earnings management, showing that larger firms have less tendencies to conduct earning manipulation. Furthermore, financial leverage and earnings management are strongly connected, showing that firms may utilize earnings management to avoid credit covenants. The findings emphasize distortions in R&D reporting and profit management within Jordan’s financial reporting practices. Enhancing the accuracy of R&D investment disclosures, minimizing profit manipulation, and fostering greater transparency are crucial. Jordan’s regulators should improve capitalization standards, transparency, auditing, and shareholder activism. Full article
(This article belongs to the Section Business and Entrepreneurship)
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